troubleshooting

Refer to the exhibit. The timechart returns only partial results for some sourcetypes, and there are gaps in the timeline. Which is the most likely reason?

A company uses Splunk to monitor web server logs. They have a lookup table that maps IP addresses to geographic locations (city, country). The lookup is defined as a CSV file with fields: ip, city, country. The lookup definition is named 'geo'. The team wants to automatically add city and country to every web event at index time, so that all future searches have this enrichment without adding the lookup command. The team tries to set up an automatic lookup in props.conf for the sourcetype 'web_access', but the city and country fields still do not appear in the events. They verify that the lookup file exists and that the lookup definition works when used manually with the lookup command. What is the most likely cause of the automatic lookup not working?

A security team uses a KV Store lookup to track threat intelligence indicators (IPs, domains) with a field 'indicator' and a field 'threat_type'. They regularly update the KV Store with new indicators. The team notices that searches using the lookup are very slow when the KV Store contains over 100,000 entries. They want to improve lookup performance without losing the ability to update frequently. Which approach should they take?

You are a Splunk administrator for a large e-commerce company. The company ingests approximately 500 GB of web server logs per day into a single index named 'web_logs'. A data model named 'Web_Transactions' has been created to analyze user browsing behavior. The data model has a root event with no constraints, and three child objects: 'Page_Views', 'Searches', and 'Purchases'. Each child object has a constraint based on a key-value pair in the logs: e.g., 'action=view', 'action=search', 'action=purchase'. The data model is accelerated with a 7-day summary, but reports that query specific child objects are taking over 10 minutes to return. The reports use |tstats and filter on common fields like 'user_id' and 'session_id'. The admin suspects the acceleration summary is too large. Which of the following actions will most effectively reduce report latency while maintaining the ability to analyze all three transaction types?

Which THREE best practices should be followed when creating dashboards for a large organization with many users?

Refer to the exhibit. An administrator configures a default stanza in props.conf to assign the Authentication data model to all sourcetypes. Which issue might arise?

A medium-sized company uses Splunk to monitor its e-commerce platform. The platform generates around 10 million events per day from web servers, application logs, and databases. The security team wants to identify the top 10 IP addresses that trigger the most 403 Forbidden errors in the last 24 hours. However, when they run the search: index=ecom sourcetype=web status=403 | top src_ip, the search takes over 5 minutes to complete and sometimes times out. The team needs a faster approach that still accurately identifies the top IPs. The team's Splunk environment uses indexers and a search head. The data is not accelerated. What should the team do to improve search performance?

A new Splunk user logs in and sees the Home page. What is the most direct way to start searching data?

Which TWO are valid methods to share a dashboard with other users without granting them edit permissions?

Drag and drop the steps to perform a Splunk software upgrade using the CLI into the correct order.

Drag and drop the steps to configure Splunk to use LDAP authentication into the correct order.

A user wants to replace a field value 'ERROR' with 'Error' in search results. Which command should be used within a search to achieve this transformation?

An analyst runs a search and notices that a field `status_code` contains values like '200', '404', '500'. They want to categorize these as 'Success' or 'Error'. Which approach is most efficient?

Refer to the exhibit. An analyst wants to see the top 10 most visited URI paths, but the result also includes a 'percent' column. To remove the percent column, which command should be added?

A search returns no results. The user has verified that data is being indexed. What is the most likely cause?

A search using index=security sourcetype=windows_security returns events with EventCode=4625. The user wants to find the top 10 source IP addresses. Which search will accomplish this?

A compliance report must show the average latency per service for each hour over the past 30 days. The data set contains millions of events. To ensure the report finishes within a reasonable time, which approach is recommended?

A user runs a search and uses `| lookup mylookup myfield OUTPUT myfield2`. The search returns events that have myfield values, but myfield2 is null. The lookup file has matching entries. What is the most likely issue?

An IT administrator has a dashboard with multiple panels that all use the same base search but with different post-processing filters. The dashboard is slow to load. Which optimization technique is most effective?

A search returns many duplicate events due to data source redundancy. Which command can remove duplicate events based on a specific field?

Which two of the following are actions that can be performed on a report after it is created? (Choose two.)

Which TWO are best practices for designing data models in Splunk?

A user wants to add a panel to an existing dashboard in Splunk. Which TWO of the following methods can be used to achieve this?

Refer to the exhibit. A security analyst runs the search and sees the result table. The analyst wants to see only the top 3 URI paths with their counts, without the percentage column. Which command modification achieves this?

A Splunk administrator is designing a data model for network traffic logs. The logs contain source IP, destination IP, bytes transferred, and protocol. The administrator wants to create a root event that counts connections and a child transaction that sums bytes per session. Which constraint type should be used for the root event?

A large financial institution uses Splunk to consolidate logs from thousands of ATMs. Each ATM sends a heartbeat event every 5 minutes containing fields: atm_id, timestamp, status (OK or ERROR), and firmware_version. The operations team wants to find the number of ATMs that have reported at least one ERROR status in the last hour. The initial search is: index=atm sourcetype=heartbeat status=ERROR | dedup atm_id | stats count. However, this search returns a count that is too high because some ATMs report multiple errors within the hour. The team needs an accurate count of ATMs that had any error, regardless of how many error events each ATM generated. The search must be efficient due to the high volume of events. Which approach should be used?

Which two components are required to create a time-based chart of average CPU usage per host over the last 4 hours? (Choose two.)

A security team wants to add department info from an external CSV file to events containing user IDs. The CSV has columns 'userid' and 'department'. What is the correct configuration?

A data model for web traffic has a child dataset 'Error_Pages' that should only include events with status code 5xx. The admin wants to ensure that when the data model is used with tstats, only these events are searched. Which definition should they use in the data model?

A user notices that a search is taking a long time and wants to see detailed performance breakdown. Which tool in Splunk Web should they use?

Which THREE of the following are valid uses of the stats command?

Which THREE statements about Splunk lookups are true?

Refer to the exhibit. What can be determined about the license usage?

A Splunk admin is troubleshooting a slow report that uses an accelerated data model. The report uses tstats commands and filters on a field that is not a constraint field in the data model. Which of the following best explains why the report is slow?

A security team needs to track authentication events across multiple sources: Windows Security logs, Linux /var/log/auth.log, and network authentication events. They want to create a single data model covering all authentication events with consistent field names. Which best practice should they follow?

This is a props.conf configuration snippet. What does it configure?

A user needs to export search results to a CSV file for further analysis. Which method is the most straightforward?

A user created a dashboard panel with a search that uses a token. The token is not being applied when the user modifies the dropdown. What is the most likely cause?

An analyst creates a dashboard with multiple panels. One panel shows a table of top users by login count. The analyst wants to add a second panel that updates based on the user clicked in the first panel. Which feature should be used?

A power user creates a dashboard with a panel that uses a search returning 10,000 events. The dashboard should display a single value representing the count of unique users. Which search approach is most efficient?

You are a Splunk administrator at a financial services company. The company has a distributed Splunk environment with 10 indexers and 2 search heads. You have created a data model named 'transaction_analytics' to analyze financial transactions. The data model is accelerated with a summary range of 7 days. Recently, users have reported that dashboards using this data model are extremely slow, sometimes timing out. You check the acceleration status and see that the summary is 'Building' but never completes. The splunkd.log on the search head shows repeated messages: 'Data model acceleration: query timed out after 300 seconds.' The base search for the data model is: index=transactions sourcetype=fin_events | eval risk_score=if(amount>10000, 'high', 'low') | fields transaction_id, user, amount, risk_score, _time. The data model has one root event with two child datasets: one for high-risk transactions and one for low-risk transactions. The total data volume is about 500 GB per day. The indexer where the summary is built has 16 GB of RAM and the search head has 32 GB. What is the best course of action to resolve the acceleration build timeout?

A security analyst creates a dashboard to monitor failed login attempts over the past 24 hours. Which visualization type is most appropriate for showing the trend of failed logins over time?

Which command reads a lookup file and outputs it as search results?

Which two of the following are valid ways to create a report in Splunk? (Choose two.)

Refer to the exhibit. This search produces a table with hosts as rows and status codes as columns. The user wants to visualize this as a stacked column chart showing the distribution of status codes per host. Which chart type should be selected?

Your team uses a large CSV lookup 'users.csv' with 200,000 rows. When running searches that use this lookup via the lookup command, performance is slow. Which action would most improve performance?

Which TWO of the following are valid ways to access the Search & Reporting app in Splunk Web? (Choose two.)

A user wants to create a dashboard panel that refreshes automatically every 60 seconds. Which setting must be configured in the panel's edit mode?

A dashboard designer adds a radio button input to filter by department. When a user selects a department, the panel does not update. What is the most likely cause?

A Splunk administrator notices that a data model acceleration summary is not updating as expected. The data model is accelerated with a summary range of 30 days. What is the most likely cause of this issue?

In Splunk Web, which option allows a user to save a search result as a report that can be added to a dashboard later?

A team has a lookup table 'app_errors.csv' that includes a field 'error_code'. They want to automatically join error descriptions from 'error_codes.csv' on 'error_code' every time they search a sourcetype. What is the best way to achieve this?

Which three of the following are valid ways to navigate and interact with data in the Splunk Web interface? (Choose three.)

Refer to the exhibit. An analyst receives this error when running a tstats search. Which of the following is the most likely cause?

A user wants to view only specific fields in the search results. Which interface element can be used to select which fields to show?

After running a search, a user wants to save the search for later use. Which button should they click?

When tagging events in Splunk to map them to a data model, which tag is used to associate events with a specific data model dataset?

A dashboard uses tokens for time range selection. The admin wants to ensure that when a user changes the time range picker from 'Last 24 hours' to 'Last 7 days', all panels in the dashboard update accordingly. What is the correct way to define the token in Simple XML?

You are a Splunk admin for a large enterprise with multiple distributed Splunk components. The security team frequently runs searches that use a large CSV lookup file (500MB) containing threat intelligence indicators. They report that searches are slow and sometimes time out. The lookup file is updated hourly via an automated script. The team currently uses the 'lookup' command in every search. You need to improve performance without sacrificing data freshness. Your environment has a search head cluster and indexer cluster. The lookup file is stored on a shared filesystem accessible to all search heads. Which single approach will best improve search performance while maintaining hourly updates?

An analyst wants to remove duplicate events based on the 'user' field, keeping only the first occurrence. Which command should be used?

A user runs a search and sees "No results found". The time range is set to "All time". Data exists in the index "main" and sourcetype "access_combined". Which is the most likely cause?

The Monitoring Console displays the message: 'No data received'. What does this indicate?

An admin runs '| datamodel App_State' and receives the error 'No data model named 'App_State''. Which of the following is the most likely cause?

An administrator notices that a data model with acceleration is not returning results for a specific time range. The search uses `| datamodel` command. The summary range is set to 30 days. What is the most likely cause?

A Splunk administrator is troubleshooting a time-based lookup that is supposed to match events to a lookup table that changes over time. The lookup is defined with time_field 'start_time' and time_format '%Y-%m-%d %H:%M:%S'. Which THREE conditions must be met for the time-based lookup to correctly match an event to a single row in the lookup table? (Choose three.)

An organization wants to define a data model that represents transaction-level data from multiple source types, including web logs and application logs. They need to ensure that the data model is scalable and easy to maintain. Which best practice should the admin follow when designing this data model?

Drag and drop the steps to add a new data input using Splunk Web (e.g., monitor a log file) into the correct order.

A new user accidentally closed the search bar while in the Search & Reporting app and can no longer see it. What is the most direct way to restore the search bar?

A user has a lookup file containing employee email addresses and department names. They want to add the department field to search results containing the employee's email. Which command should they use?

An organization uses a KV Store lookup to maintain a list of known malicious IPs. The lookup is updated every 5 minutes via a script. Analysts complain that their searches sometimes miss recent additions. What is the most likely cause?

Which of the following are true about creating and managing dashboards in Splunk? (Choose all that apply. There are four correct answers.)

A user wants to see the top 5 most common values of the 'action' field in the web access logs. Which command should be used?

An analyst notices that searches take long to complete. They want to understand how many events are indexed per second. Which tab in the Monitoring Console provides this information?

An analyst needs to see the top 5 error codes by count. Which visualization is most appropriate?

Refer to the exhibit. The search returns a count for only a subset of user_ids, even though all user_ids exist in the lookup. What could explain this?

A user wants to see a list of all sourcetypes in the index "main". Which search command should be used?

A report uses `| timechart count by action`. The user wants to show only the top 3 actions and combine all others into a single 'Other' column. Which argument should be added?

Refer to the exhibit. The search returns no results for the 'country' field even though the lookup file exists and contains IP-to-country mappings. Which is the most likely issue?

Match each search command to its category.

A search uses a lookup that returns a field 'priority'. The admin wants to use the lookup only for events where the 'source' is 'firewall'. Which command should be used?

A user wants to see the list of all fields that are extracted from a specific sourcetype. Which command should they use?

A user wants to create a dashboard panel that shows a single number representing the total number of errors in the last 24 hours. Which visualization type should be used?

Which TWO of the following commands can be used to view the current fields in a search result?

A security team needs to enrich their authentication events with risk scores from a CSV file that maps username to risk_score. The CSV is updated daily and has 100,000 rows. Which lookup configuration is most appropriate?

A security analyst needs to create a report that shows the count of failed login attempts by user over the last 24 hours, updated every hour. The report should be accessible to the SOC team but not to other users. Which sequence of steps should the analyst follow?

After running a search, an analyst sees a timeline graph at the top of the results. What is the primary purpose of the timeline?

Which THREE of the following are steps in the process of creating a dashboard from a search?

Which TWO of the following are common pitfalls when using data models that can lead to inaccurate pivot results? (Choose two.)

Drag and drop the steps to create a new Splunk index into the correct order.

Which THREE of the following are default Splunk roles?

A dashboard panel uses a search that returns time-series data. Which TWO chart options are available in the 'Format' tab of the chart editor to modify the appearance of a line chart? (Choose two.)

A developer wants to display server CPU usage that updates every second on a dashboard. Which panel configuration is appropriate?

A Splunk administrator configured an automatic lookup as shown. When searching index=main source=/var/log/auth.log, the department field is not populated. What is the most likely cause?

When viewing search results, what is the difference between the 'Events' tab and the 'Statistics' tab?

An analyst wants to find all events where the field 'status' is not 200. Which search is correct?

You are a Splunk administrator for a large e-commerce company. The security team frequently runs searches against the web access logs (sourcetype=access_combined) to investigate suspicious activity. These searches often take 5-10 minutes to complete, and the team is frustrated. You decide to implement a data model to accelerate these searches. After creating a data model based on the CIM Web model and enabling acceleration for the 'Web' dataset, you notice that the acceleration summary size grows to over 50 GB and the rebuild process takes more than an hour every night, causing some searches to time out during the rebuild window. What is the most effective way to address this issue?

A security analyst creates a report that shows the count of failed login attempts by user over the last 7 days. The report uses the `top` command. However, the report only shows the top 10 users, but the analyst wants to see all users. What should the analyst do?

A media company uses Splunk to analyze user engagement across their website. They have a data model named 'User_Actions' with two child objects: 'Page_Views' and 'Clicks'. The data model is accelerated. The marketing team creates a report that uses |tstats to count the number of 'Page_Views' per user_id. The results seem low compared to an equivalent search using |search. Upon investigation, you find that the 'Page_Views' object has a constraint that filters events where 'event_type=page_view'. The base search returns many events with 'event_type=Page View' (note the space). What is the issue and the correct fix?

Refer to the exhibit. After running the search, the user wants to see only events where the HTTP status is 404. Which change to the search is correct?

An administrator needs to find events from hosts that have reported a critical error in the last hour. Which search uses a subsearch correctly?

Which TWO of the following commands will return exactly one result row when there is at least one event?

A search includes a lookup that returns multiple values per event. The admin wants to see each matched value as a separate event. Which command should be used after the lookup?

Which TWO of the following are valid ways to extract fields in Splunk? (Choose two.)

Which two of the following search commands can be used to rename a field? (Select TWO)

An analyst wants to create a data model that includes fields from both web server logs and database logs. The two sourcetypes have different timestamp formats. Which best practice should the analyst follow when designing the data model?

Which of the following statements about the `top` and `rare` commands in Splunk are correct? Choose all that apply. (There are four correct answers.)

A data model is set to accelerate with a summary range of 90 days. After some time, the administrator notices that the acceleration is using significant disk space. Which strategy would best reduce disk usage without losing the ability to quickly query the last 30 days of data?

When creating a dashboard panel that displays a line chart of CPU usage over time, which visualization option should be used to show multiple series (each CPU core) with different colors?

Refer to the exhibit. The dashboard panel is not displaying data when the input changes. What is the most likely cause?

A Splunk administrator receives a complaint that a saved search is slow. The search uses a lookup to enrich events with a CSV file that has 500,000 rows. Which optimization is most effective?

Which TWO of the following are valid ways to share a Splunk dashboard?

Which THREE are essential components of a Splunk dashboard?

A search `index=main | top limit=10 user | fields - percent` is running slowly on a large dataset. Which change would likely improve performance the most?

A report is scheduled to run every hour but sometimes returns incomplete data because the search is too slow and times out. Which action should be taken to improve reliability without losing data?

A team uses a lookup to map IP addresses to geographic locations. The lookup is large and updated weekly. Which lookup type is best suited?

Refer to the exhibit. A user runs the search shown. The search returns results, but the user wants to use a data model to make future searches faster and more consistent. Which data model should the user select and what is the correct acceleration setting?

Refer to the exhibit. The search runs but the user field is not modified. What is the most likely cause?

Refer to the exhibit. A user runs this search in Splunk. What will the resulting table include?

Which TWO commands can be used to bring lookup data into a search?

A large e-commerce company ingests 10 TB/day of web access logs into Splunk. They have enabled the CIM-compliant Web data model and created data model acceleration with a 90-day range. Users run reports using pivot to analyze HTTP status codes, client IPs, and URIs. Recently, two issues arose: (1) Pivot reports are returning incomplete or outdated results, sometimes missing data from the last few hours. (2) Acceleration summary size has ballooned to over 500 GB, causing search head performance degradation. The Splunk admin suspects that data model acceleration is not configured optimally. Upon inspection, the Web data model's root search contains a complex filter with multiple eval commands and lookups, and the acceleration time range is set to the same 90 days as the summary range. The admin also notices that the data model is defined as non-time-based, even though the events have timestamps and the pivot often uses time ranges. What is the best course of action to resolve both issues while maintaining accuracy and performance?

Drag and drop the steps to configure a Splunk forwarder to send data to an indexer into the correct order.

A search using `| datamodel All_Web data=Web search` returns a large number of results quickly, but the analyst notices the results are inconsistent with a manual search over the same time range. What is the most likely issue?

Refer to the exhibit. Which severity values will appear in the results?

A large e-commerce company uses Splunk Enterprise to analyze sales data. The marketing team requests a real-time dashboard showing total revenue per product category, updated every 5 seconds. A new Splunk user creates a dashboard panel with the search `index=sales | stats sum(price) by category | sort - sum(price)`. The dashboard works initially, but after 30 minutes, it stops updating and displays the error 'Search failed: too many results'. The user is concerned about the impact on system performance. The data volume is approximately 1 TB per day. Which of the following should the user do to create a reliable dashboard that updates frequently without causing performance issues?

A dashboard panel using a bar chart shows a large number of values on the x-axis, making the chart unreadable. Which dashboard option should be used to limit the number of bars shown?

A team is designing a data model for IT operations. They have fields like `src_ip`, `dest_ip`, `user`, and `action`. Which best practice should they follow when naming the root event dataset?

Which of the following are true statements about using fields and lookups in Splunk? Choose all that apply. (There are four correct answers.)

A security analyst uses Splunk Web daily to investigate incidents. Recently, the analyst noticed that when running a search, the search results are displayed correctly, but the 'Field sidebar' on the left shows the message 'No fields found. Your search may not have generated any fields.' The analyst knows that the data has fields because the same search used to show fields. The analyst has not changed any settings. The analyst is using the same Splunk instance and same data. What is the most likely reason for this issue?

A small business uses Splunk to monitor their web server. They have a dashboard that shows daily page views. After a system update, the dashboard loads very slowly, often timing out. The dashboard uses a search that takes only 2 seconds when run manually. The dashboard has a time range picker set to 'Today'. The update changed some default settings. What is the most likely cause?

Which TWO actions should be taken to optimize data model acceleration?

Where does a user click to view all fields extracted from search results?

Which THREE of the following are true about lookups in Splunk? (Choose three.)

Which THREE statements about the 'rex' command are correct? (Choose three.)

A security analyst wants to create a report that shows the count of failed login attempts per user over the last 24 hours, but only for users with more than 5 failures. Which Splunk command sequence should be used?

You are a Splunk administrator for a large e-commerce company. The operations team uses a dashboard to monitor server health, which includes a single-value panel showing the current number of active users, a bar chart of error counts by service, and a table of recent critical log entries. Recently, users have reported that the dashboard loads very slowly, sometimes taking over 30 seconds to display all panels. The dashboard uses base search and post-process searches to reduce duplication. The base search retrieves all logs from the last 24 hours, and each panel runs a post-process search to filter and aggregate data. The dashboard is scheduled to refresh every 60 seconds. There are approximately 10 million events per day. After investigating, you notice that the base search returns a large amount of data, and each post-process search still processes a significant subset. Which approach would most effectively improve dashboard performance without significantly altering the dashboard's functionality?

Refer to the exhibit. The search results show city and country fields from the GeoIP lookup. What does the automatic lookup use as the input field to match against the lookup table?

A new Splunk user wants to view the raw event data for the last hour. Which interface should they use?

A user notices that a data model is not updating with recent events. The data model acceleration is enabled and the summary range is set to 30 days. Which action should the admin take to ensure the accelerated data model includes data from the last hour?

A user at a large organization runs a search that returns 50,000 events. They need to export these events to a CSV file for further analysis in Excel. However, when they click the Export button and select CSV, only 10,000 events are exported. What is the most likely reason and how should they export all 50,000 events?

In a dashboard, a user wants to click on a bar in a chart and navigate to another dashboard with relevant data for that bar. Which feature should they configure?

Refer to the exhibit. A Splunk admin runs a search using the 'Authentication' data model and notices that the search does not use the acceleration summaries. The admin confirms that acceleration is enabled and the summary range is set correctly. What is the most likely reason for the acceleration being ignored?

Refer to the exhibit. The report returns 0 results even though there are error events in the data. What is the most likely issue?

Match each Splunk license type to its description.

Which of the following is a best practice when creating custom data models?

A user runs a search that returns thousands of results. They need to see only the first 100 events after sorting by time descending. Which command should they use?

Refer to the exhibit. Which visualization would be most appropriate for this data?

Which two of the following search commands are transforming commands? (Choose two.)

A user wants to see the top 10 source IP addresses generating 404 errors. Which SPL is correct?

A dashboard uses a drilldown on a table to navigate to another dashboard. After migration to a different Splunk instance, the drilldown links are broken. What is the best practice to avoid this issue?

A user creates a calculated field that extracts the domain from email addresses using the expression `| rex field=email "(?P<domain>@\w+\.\w+)"`. However, the calculated field does not appear in search results. What is the most likely reason?

Which TWO statements about designing Splunk data models are correct? (Choose two.)

Refer to the exhibit. The pie chart shows only 10 slices, but the base search stats returns all destinations. What is the reason?

A new Splunk user wants to see all events from the last 30 minutes, but the search returns no results. The user knows data is being indexed. Which is the most likely cause?

A Splunk admin wants to ensure that data models are built efficiently and do not consume excessive resources. Which of the following is a best practice when creating data models?

Which three of the following are best practices for creating efficient dashboards? (Choose three.)

Which of the following best describes the purpose of the 'fields' command in a search?

A security analyst wants to accelerate a frequently run search that uses the `Authentication` data model. Which best practice should they follow to ensure the acceleration consumes minimal disk space?

Which of the following is a default field that is automatically extracted by Splunk?

An analyst wants to find events where the field 'user' is not present. Which search correctly identifies such events?

A data model has been accelerated but some Pivot reports are showing incomplete data. What is the most likely cause?

A team has created a data model based on sourcetypes from different sources. Some fields are not populating correctly in Pivot. Which of the following is the most effective troubleshooting step?

A dashboard includes a table showing server errors. The team wants to click a row and drill down to a detailed view of that server's events in a new search. Which configuration is required?

You are a Splunk analyst for a financial services firm. You need to create a weekly report for management showing the total transaction value and number of transactions per day, broken down by transaction type (credit, debit, transfer). The data is in index=transactions with fields: trans_date, trans_type, amount. The report should be sent via email every Monday morning at 8 AM. You have created a report with the search: `index=transactions | timechart sum(amount) by trans_type`. However, the timechart shows only one series because the trans_type field has multiple values. You need to fix the search so that it correctly separates by trans_type. Additionally, you need to schedule the report. What should you do?

Which THREE of the following statements about data model acceleration are true?

You are a Splunk administrator at a large e-commerce company. The operations team has created a real-time dashboard to monitor website performance. The dashboard includes multiple panels: a line chart showing page load times over the last 60 minutes, a single value showing the number of active users, and a table listing the top 10 slowest pages. The dashboard refreshes every 30 seconds. Recently, users have reported that the dashboard is very slow to load and sometimes times out. The underlying searches are not accelerated. The dashboard uses a shared time range picker set to 'Last 60 minutes'. The index for web logs receives about 2 GB of data per hour. The team wants to improve performance without losing real-time capability. Which approach best addresses the problem?

An analyst wants to use a lookup to enrich events only if a condition is met, e.g., only for events where `status=error`. Which search pattern is most efficient?

A team creates a dashboard that uses a drop-down input to select a server. The dashboard slows down significantly when the input changes. What is the most likely cause?

A dashboard includes a single value visualization showing the total number of login failures. The number seems too high. Which common mistake could cause inflated counts?

A user creates a dashboard with multiple panels. Some panels share the same search. To improve performance, what should the user do?

Which of the following are components of the Splunk interface that can be used to refine and focus search results? (Choose all that apply. There are four correct answers.)

An automatic lookup is configured but it is not enriching events. The lookup file is large (100MB) and is updated daily. What setting could improve performance?

A dashboard designer wants to create a drilldown from one chart to another dashboard. Which TWO actions must be configured? (Select two.)

Which THREE of the following are best practices when designing data models in Splunk?

A user has a search that produces a chart of error counts by host. They want to add a calculated field 'error_rate' as errors per million events. Which approach is correct?

A user wants to save a search for later use but not schedule it. Which action should the user take?

A user needs to create a report showing the average response time per endpoint for the last hour. Which command would produce this result?

A security analyst runs a search for failed logins and wants to display the source IP address, username, and count of failures. However, the field 'src_ip' is not showing in the field picker. Which of the following is the most likely reason?

Match each index type to its purpose.

An administrator needs to share a report with executives who prefer to see data in a tabular format with sorting capabilities. Which reporting method is best?

A user wants to view the contents of a lookup table file named `users.csv` that is stored in Splunk. Which two commands can be used? (Choose two.)

An analyst runs the search `index=web | stats count by status | sort - count` and wants to show only status codes with count greater than 100. Which command should be added before the sort?

Refer to the exhibit. The search is not returning the `app_name` field as expected. The lookup has many entries with wildcard patterns. What is the most likely issue?

Drag and drop the steps to create a Splunk dashboard with a single panel into the correct order.

Match each lookup type to its definition.

A user wants to create a Pivot report that counts failed login attempts by user and hour. Which data model dataset and fields are most appropriate?

Refer to the exhibit. The search returns zero results. What is a likely cause?

A dashboard has a radio button input that selects a sourcetype. The panel uses `index=web sourcetype=$source$`. However, when the user selects a sourcetype, the panel doesn't update. What is the most likely cause?

When using an automatic lookup in props.conf, which setting controls the order in which multiple automatic lookups apply to the same sourcetype?

A user wants to create a field that contains the length of the 'message' field. Which command should they use?

Match each knowledge object to its definition.

A Splunk administrator needs to create a dashboard that displays a summary of sales data from multiple regions. Each region's data is in a separate index. The dashboard should allow users to select a region from a dropdown and see the sales data for that region. Which type of dashboard input should be used?

A search returns 1,000 events. The analyst wants to see the first 10 events sorted by the '_time' field in descending order. Which search is correct?

Which TWO chart types are best suited for showing the distribution of categorical data?

A dashboard developer wants to add a table that only shows the top 5 values of a field. Which dashboard editor component should they use?

A security analyst wants to enrich authentication logs with a lookup table containing user department and manager information. Which TWO statements are true about using lookups in Splunk?

Which TWO options are valid methods to add a visualization to a dashboard?

Which visualization type is best suited to show the proportion of errors by category (e.g., HTTP 404, 500, 403) as parts of a whole?

An analyst created a report that runs a search over the last 7 days. The report is scheduled to run daily. Each time the report runs, it takes a long time and impacts other searches. What is the best way to improve performance without changing the data model?

Which two of the following are best practices when designing Splunk data models? (Choose two.)

A SOC manager creates a dashboard with multiple time-range pickers (one global, one per panel). The global picker is set to 'Last 7 days' but one panel uses its own picker set to 'Last 24 hours'. When the dashboard loads, which time range will the panel use?

Which TWO of the following are best practices when creating a data model in Splunk? (Choose two.)

Refer to the exhibit. A Splunk analyst wants to find the top users generating syslog events. If the analyst wants to include all users, not just the top 5, which command modification is correct?

An analyst has multiple Splunk apps installed and wants to ensure a search runs against data from a specific app's index. Which action should they take?

Which TWO commands can be used to filter events based on a field value? (Choose two.)

Refer to the exhibit. What does this search accomplish?

Which THREE of the following are valid considerations when scheduling a report for PDF delivery via email? (Choose three.)

A security analyst needs to create a data model for authentication logs that allows both event counts and average duration calculations. The data model should support fast search performance. Which approach best follows Splunk best practices for data model design?

A user creates a report that summarizes error codes by frequency. They want to share it with the team so others can view but not edit. Which permission should the user set on the report?

A user wants to rename the field 'src_ip' to 'sourceIP' in all search results without modifying the raw data. Which method should they use?

A junior analyst creates a dashboard to monitor server CPU usage. The dashboard contains a single panel with a line chart showing CPU percentage over the last 24 hours. The analyst then adds a second panel that displays the same data but as a single value showing the average CPU. Both panels use the exact same search string. The dashboard loads slowly, and users complain of wait times. The analyst wants to improve performance without changing the displayed data. Which course of action is best?

An admin wants to add a new data input for a network device sending syslog. Under which Settings menu would the admin navigate?

A Splunk admin notices that a lookup is not matching fields correctly. The lookup file has a header row with field names. The search uses `lookup usernames.csv user_id OUTPUT username`. Some events have `user_id` values that exist in the lookup but no match occurs. What is the most likely cause?

Refer to the exhibit. A user runs this search in Splunk to create a timechart of web server status codes. The resulting chart shows no data for the "error" status. What is the most likely cause?

A search returns events with a field 'ip' that contains both IPv4 and IPv6 addresses. An analyst wants to count events for each IP type (IPv4 vs IPv6). Which command should be used to create a new field that categorizes the IP type?

A user created a report that runs every hour. They notice the report's results include data from the previous hour only, but they want data from the last 24 hours. What should they change in the search?

A team needs to be notified immediately when a specific error pattern appears in logs. The search for the pattern is already written. Which feature of Splunk should they use to set up automated notifications?

Refer to the exhibit. What does the log entry indicate about the search job?

A large organization's security team has a dashboard that displays the top 10 source IPs by number of failed login attempts. The dashboard uses a search: index=security sourcetype=login action=failure | top limit=10 src_ip. Lately, the dashboard shows incorrect data (e.g., IPs that are not actually top). However, when the same search is run in the Search app, it shows correct results. The dashboard is scheduled to refresh every 10 minutes. What is the most likely cause?

Refer to the exhibit. The user wants to display the count over time for each source. However, the chart shows only one line labeled 'MyCount'. What is the problem?

A junior Splunk user is tasked with investigating slow search performance in a large Splunk environment. The user runs a search over a week of data from the main index (containing 500 GB of data per day) using the following command: `index=main | search error | stats count by host`. The search takes over 10 minutes to complete. The user wants to improve search performance while still getting accurate results. Which of the following actions should the user take first?

Which three of the following are best practices when working with Data Models in Splunk? (Choose three.)

A user wants to create a report that shows the top 5 most frequent error messages from the last 7 days. The search results should be sorted by count. Which search is correct?

A large e-commerce company uses Splunk to monitor their web application. The operations team has noticed that the search for tracking user sessions is taking too long and consuming excessive resources. The current search is: index=web sourcetype=access_combined | stats count by clientip, sessionid, productid | sort - count The index contains over 10 billion events per day. The team wants to reduce the search time while still being able to identify the top 10 most active sessions (combinations of clientip and sessionid) that involve more than 5 product views. They also need to exclude any sessions that originated from internal IPs (10.0.0.0/8). Which approach would achieve this most efficiently?

A Splunk admin wants to enrich web server logs with geographic location data based on IP addresses. Which approach should they use?

A large enterprise is using Splunk Enterprise to monitor web server logs from 200 servers. The logs are forwarded via a heavy forwarder cluster. Recently, a user has reported that when they log into Splunk Web and navigate to the Search & Reporting app, the search bar is empty, and they cannot see any data. The user has confirmed that other users can see data and run searches. The user is part of the 'power' role. The queries for the web server logs use the index 'web_logs'. The user can see the index in the Data Summary. The user has cleared the browser cache and tried a different browser, but the issue persists. What is the most likely cause of this issue?

Which THREE of the following are valid methods to access the Search & Reporting app in Splunk Web?

Which TWO actions increase the performance of a dashboard in Splunk? (Choose two.)

A user runs a search and sees the results in the Statistics tab, but the events are not appearing. What is the most likely reason?

A security analyst has created a report that shows the count of failed login attempts by user. The analyst now wants to display this data as a column chart on a dashboard. Which Splunk feature should be used to convert the report into a visualization?

Refer to the exhibit. An analyst runs this search and expects to see a table of status codes with their counts, filtered to those with count greater than 100. The search returns zero results even though there are many events. What is the most likely reason?

Refer to the exhibit. The search returns no results from the lookup. What is the most likely issue?

A security analyst needs to find the number of failed login attempts per user. Which command group should be used?

Refer to the exhibit. The search is expected to produce a count of HTTP status codes grouped into categories. However, the results show a column 'status' instead of 'status_category'. What is the problem?

A small business uses Splunk to monitor their point-of-sale (POS) system. They have a data model named 'POS_Transactions' that is not accelerated. The owner wants to create a simple dashboard showing daily sales totals. They write a search using |tstats against the data model, but it returns 'No events found'. A plain search over the same index returns expected results. What should the owner do to resolve this?

A user wants to add a drilldown to a dashboard panel so that clicking a value opens a related search in a new tab. Which Simple XML attribute is used?

A Splunk admin is tasked with creating a dashboard that shows the top 10 error codes from application logs. The logs contain a field 'error_code' which is extracted automatically. The admin writes the search: index=app sourcetype=app_log | top limit=10 error_code. The dashboard shows the correct data, but the admin wants to add a drilldown that passes the selected error code to another search. The admin considers using the 'fields' command to keep only error_code, the 'table' command to display the data, the 'eval' command to create a new field, or the 'stats' command to count. Which change should the admin make to the search to enable the drilldown functionality?

Refer to the exhibit. A Splunk admin runs a search using a lookup file. What is the result of the stats command?

An administrator needs to extract a field from log data where the value appears between two square brackets, for example [error_code: 404]. Which search command should they use to create a custom field extraction without modifying the original data?

An analyst creates a pivot from the `Authentication` data model. Which of the following is a valid reason to use a pivot instead of a search?

A search uses the rex command to extract fields from a log line. The field extraction is working correctly, but some events are missing the extracted field. What is a possible reason?

Which three of the following are valid ways to filter events before a transforming command? (Choose three.)

An analyst wants to save a search so that they can run it again with a single click in the future. Which action should they take?

Which command is used to import an external CSV file into a Splunk lookup table for the first time?

You are a Splunk administrator at a mid-sized company that uses Splunk Enterprise to monitor application logs from a web server cluster. The cluster has five servers, each sending logs via a universal forwarder to a single indexer. The indexer has ample resources. Recently, users have complained that searches for the last 24 hours are slow, but searches for the last hour are fast. The data volume is about 50 GB per day. You suspect the issue is related to how data is stored or indexed. Which action should you take first to improve search performance for the 24-hour time range?

During onboarding, a new user can't find any data in Splunk. They see 'No results found' for all searches. The data is being forwarded from a universal forwarder. What should they check first?

A search using `| lookup user_lookup user_id OUTPUT department_name` returns incorrect department names for some users. The lookup file is correct. What could be the issue?

A dashboard includes a pie chart showing the distribution of error types. The data comes from a search that uses `top` command. The pie chart is showing a slice labeled 'Other' that is very large. What is the most likely cause?

Which THREE of the following are components of a data model in Splunk?

A Splunk admin configured a CSV-based lookup to map device IP addresses to location data. The lookup 'devices.csv' has columns 'ip', 'building', 'floor'. In props.conf, they set: `LOOKUP-1 = devices ip OUTPUT building floor`. In transforms.conf: `[devices] filename = devices.csv`. The search over sourcetype 'network_logs' returns events with the 'ip' field, but 'building' and 'floor' are missing. The admin confirms the CSV file exists and has data. What is the most likely issue?

A user wants to create a bar chart showing the count of events by host for the last hour. Which command should be used?

A user wants to view only the fields that appear in the current search results, without seeing all extracted fields. Which option should they use?

A Splunk admin has a lookup with 10 million rows. The search uses this lookup as a left join and takes too long. Which design change would most improve performance?

A Splunk user wants to see the list of fields that are defined in a lookup table named 'assets' without running a search. Which command should they use?

A Splunk user wants to see a list of all fields that are extracted from events of sourcetype 'apache_access'. They need to know which fields are available for use in searches and lookups. Which command should they use to discover all fields automatically extracted by Splunk for that sourcetype?

A junior administrator at a mid-size company is responsible for onboarding new data sources into Splunk. She has been asked to add a custom application log file, which is generated in a proprietary text format. The log file is located on a Linux server that is not a Splunk universal forwarder. The administrator plans to use the Add Data wizard in Splunk Web to monitor this file. However, when she navigates to Settings > Add Data, she does not see the option to 'Monitor a file' but only sees options for 'Upload' and 'Forward'. She is logged in as admin. What is the most likely reason for this?

Refer to the exhibit. The lookup `usertable` has fields: user, role, department. The search returns an error: "Error in 'where' command: Field 'role' is not defined." What is the most likely cause?

A data model includes a root event called `Authentication` with a constraint `action=*`. Which of the following is a valid reason to add a child dataset?

Which THREE of the following are true about automatic field extraction in Splunk?

Which THREE of the following are features available in the Splunk Settings menu?

An administrator notices that an automatic lookup is not being applied to events from a certain sourcetype. The lookup file exists and the configuration in props.conf appears correct. What is a possible reason?

A company uses Splunk to monitor its e-commerce platform. They have a lookup file (user_geo.csv) that maps user_id to city, state, and country. The search `index=ecommerce sourcetype=access_combined | lookup user_geo user_id OUTPUT city, state, country | stats count by country` is used to analyze user locations. Recently, the lookup stopped returning results for many events. The lookup file is updated daily via a script that pulls from an external API. The Splunk administrator checks the lookup definition and finds that the lookup is configured to automatically reload every 24 hours. The last successful load was 23 hours ago. The events still contain the 'user_id' field. Which course of action should the administrator take first?

You are an admin for a large healthcare organization that uses Splunk for compliance monitoring. You have a data model named 'Patient_Access' that tracks access to patient records. The data model includes fields like 'employee_id', 'patient_id', 'access_time', and 'action'. The data model is accelerated with a 30-day summary. Recently, a new compliance report requires filtering on a field named 'department', which is not currently part of the data model. You add 'department' as a new field to the root event of the data model. After this change, reports using the data model become slower. The data model's acceleration summary size has significantly increased. What is the most likely reason for the slowdown?

Which of the following is required to use data model acceleration for a Pivot report?

Refer to the exhibit. A user runs this search. The results show only Error and Warning, but no Info. What is the most likely reason?

A user wants to view events from the last 4 hours. Which is the most efficient way to set the time range in Splunk Web?

A user notices that a search returns results only from the last 15 minutes, even though the time range picker is set to "All time". The search string is: error | timechart count. Which is the most likely cause?

Which TWO options are valid ways to add a visualization to a dashboard using Splunk Web? (Choose two.)

Which TWO of the following are best practices for managing lookup files in Splunk?

A user wants to add a trend indicator to a single value visualization showing whether the count increased or decreased compared to the previous period. Which feature should be used?

Refer to the exhibit. A security analyst runs this search to find top failed actions for admin accounts. The search returns no results, but there are failed actions for admin accounts in the data. What is the most likely cause?

A user wants to see a visual representation of search results over time. Which tab should they use?

Refer to the exhibit. What is the primary purpose of this search?

Refer to the exhibit. An analyst runs a search that uses this lookup. The lookup returns multiple matches for some events. Which of the following is true?

Which three of the following are valid approaches for creating a dashboard in Splunk Web? (Choose three.)

A large enterprise uses Splunk across 50 indexers and a search head cluster. An analyst reports that a search using a lookup file 'employees.csv' (500 MB, 10 million rows) is extremely slow. The search is: `index=winlogs sourcetype=Security EventCode=4624 | lookup employees.csv account AS User OUTPUT department, manager`. The lookup currently runs on each event, and the entire CSV is loaded into memory on the search head each time. There are about 5 million matching events per day. The company has a separate Identity Management system that updates employee data hourly. The analyst needs the lookup to be fast and up-to-date. Which solution should the Splunk admin implement?

Which TWO of the following are best practices when designing data models in Splunk?

An analyst wants to count the number of failed login attempts from a specific user using an accelerated data model named 'Authentication'. The data model has a dataset 'Failed_Authentication'. Which SPL query should they use?

Refer to the exhibit. A user gets an error: 'Error in 'where' command: The field 'count' is not a numeric type.' What is the issue?

A company has 50 Splunk users in the default 'user' role. The Splunk administrator wants to allow a subset of 5 users to create custom alerts and reports, but not modify data inputs or indexes. The administrator creates a new role called 'analyst' and assigns the 'can_create_alerts' and 'can_create_reports' capabilities. However, when these 5 users log in, they cannot create alerts or reports and receive an error that they 'do not have permission to create alerts'. The administrator verifies that the role has both capabilities. Which of the following is the most likely cause and solution?

Refer to the exhibit. What is the most likely cause of the error?

A search returns many events but the 'status' field is missing from some events. The admin wants to set a default value of 'unknown' when the field is absent. Which command should be used?

A large enterprise Splunk environment has a heavy forwarder sending 2 TB of log data per day. An operator builds a dashboard that displays a real-time chart of events per second across all data sources, using the search 'index=* | stats count by sourcetype' with a real-time window of last 10 minutes. The dashboard is extremely slow, often timing out. The operator suspects the search is too broad. Which optimization strategy should be implemented first?

A data model 'Network_Traffic' currently has a single root dataset 'Traffic'. The administrator wants to add a child dataset 'Firewall_Logs' that only contains events from sourcetype=firewall. The admin also wants 'Firewall_Logs' to inherit all fields from 'Traffic'. Which approach should they follow?

Refer to the exhibit. An analyst runs the search and expects the `country`, `region`, and `city` fields to appear in the results, but they do not. What is the most likely reason?

Refer to the exhibit. An administrator runs this command. What is the effect?

A Splunk administrator notices that a new user cannot see any data in the Search & Reporting app, even though the user has the 'user' role. What is the most likely cause?

A search is slow and the user wants to check the performance metrics. Which part of the UI provides details like run duration, scan count, and result count?

Refer to the exhibit. What does this search do?

Which TWO options are valid when adding a panel to a dashboard from an existing report? (Choose two.)

Which THREE of the following are valid considerations when accelerating a data model? (Choose three.)

Which THREE of the following are core interface components visible on the Splunk Web search page?

Which THREE statements about data model normalization are correct?

Which TWO are best practices for creating data models in Splunk? (Choose two.)

Refer to the exhibit. A user runs this search and the resulting timechart shows multiple lines, one for each host. The user wants to show only the top 3 hosts by total count. Which modification achieves this?

A search returns events with a field 'duration' in milliseconds. The analyst wants to create a new field 'duration_sec' that divides duration by 1000. Which command accomplishes this?

A security team wants to monitor the count of failed login attempts over the past week. They need a simple at-a-glance number. Which visualization type should they use?

Which three options describe recommended practices for optimizing and maintaining data model acceleration? (Choose three.)

A large e-commerce company uses Splunk to monitor its web application. They have a data model named 'Web_Transactions' that contains fields: status_code, response_time, uri, user_agent. The data model is accelerated with a 30-day time range. Recently, the operations team reported that the dashboard showing average response time by URI is loading slowly, taking over 30 seconds to display. Upon investigation, you find that the data model acceleration summary job is taking longer to complete and sometimes fails. The indexers have sufficient CPU and memory, but the disk I/O is high during the summary job. The volume of web logs is approximately 500 GB per day. Which action should the Splunk administrator take to improve dashboard performance?

A lookup definition in transforms.conf includes the following settings: `filename = employees.csv`, `max_matches = 0`, `case_sensitive_match = false`. Which three statements about this lookup are true? (Choose three.)

A search needs to replace a field value 'user' with 'full name' using a CSV lookup that has 'username' and 'fullname' columns. Which lookup command is correct?

A network operations team uses Splunk to monitor netflow data stored in index='net' and sourcetype='netflow'. The events contain fields: src_ip, dest_ip, bytes, and protocols. The team needs to identify the top 5 source IPs by total bytes transferred (based on the bytes field). For each of those top source IPs, they also want to list the destination IPs and the number of times they communicated. The data volume is large, so performance is important. Which SPL approach returns the desired results efficiently?

An analyst has created a search that they want to run regularly. What is the most efficient way to save this search for future use?

A dashboard uses a base search and a post-process search that modifies the fields. When the base search returns no results, the panel shows an error. How can this be handled?

Drag and drop the steps to create a simple Splunk search that returns results for a specific error in the last 24 hours into the correct order.

A user runs a search that returns many results. Which action in the Timeline histogram allows the user to narrow the result set to a specific time range?

The exhibit shows a savedsearch.conf stanza. What is the effect of the setting `displayview = flashtimeline`?

Which three of the following are valid uses of the `stats` command in Splunk? (Choose three.)

What is the purpose of this search? `index=web | top limit=5 status`

Which TWO of the following commands can be used to create a new field from existing fields?

Drag and drop the steps to install an app from Splunkbase into the correct order.

A user frequently runs a long search and wants to save it as a report. What is the best practice when naming the report?

When designing a data model for heterogeneous log sources, which approach minimizes field conflicts?

A security analyst needs to identify the top 5 source IP addresses generating the most web traffic. Which command should be used?

During a data model acceleration build, the following error appears in splunkd.log: 'Data model acceleration: not enough memory to complete summary build.' Which best practice should the administrator implement to prevent this error?

Refer to the exhibit. What would happen if the eval statement was changed to: eval priority = case(error = "critical", 1, error = "warning", 2, true(), 3)?

A dashboard has multiple panels that use the same base search. The admin wants to avoid running the same search multiple times. Which feature should be used?

A financial analyst creates a dashboard in Splunk Web to track daily transaction volumes. The dashboard has three panels: a table of top 10 merchants by transaction count, a bar chart of transactions by hour, and a single value showing total transaction amount. All panels use the same base search from the 'transactions' index. The analyst is in the 'finance' role. The dashboard runs fine in the analyst's session, but when the analyst shares the dashboard with the 'auditor' role, the auditor sees no data in any panel. The auditor role has read access to the dashboard and the 'transactions' index. What is the most likely cause?

A Splunk administrator notices that a data model acceleration summary is consuming excessive disk space on the indexers. The data model is used for a dashboard that refreshes every 30 minutes. What is the best course of action to reduce disk usage while maintaining dashboard performance?

A search uses a lookup to enrich results with a field 'status'. After the lookup, some events have empty status values. The lookup file contains a mapping for all possible status codes. What is a likely reason for empty values?

Refer to the exhibit. The lookup file app_versions.csv contains fields 'app' and 'version'. The version values are strings like '1.5', '2.0', '2.1'. What is the issue with this search?

A lookup definition is configured with a very large CSV file. The lookup performs slowly. Which change would most improve performance?

Refer to the exhibit. The dashboard panel shows a column chart of bytes by protocol for the last 24 hours. However, the chart shows only one column. What is the most likely cause?

A search uses `| fields - _raw, _time` and then later needs `_time` again. What will happen?

A Splunk user wants to create a lookup that maps a field 'status_code' to a human-readable 'status_description'. The lookup data is small and changes infrequently. Which TWO methods are appropriate for creating this lookup? (Choose two.)

A user is building a search in Splunk Web and wants to use the field autocomplete feature to quickly select fields. What must the user do to enable this feature?

Which TWO of the following are knowledge objects in Splunk?

Which TWO commands can be used to create a chart that shows the count of events over time?

Refer to the exhibit. A Splunk admin created this dashboard XML. When viewing the dashboard, the "Response Time" panel shows no data. What is the most likely cause?

Which TWO of the following are best practices when creating and using data models in Splunk?

Match each search mode to its behavior.

Which TWO actions are valid for modifying the appearance of a column chart in a dashboard panel? (Choose two.)

A user reports that a data model acceleration is consuming excessive disk space on the indexer. The data model has a summary range of 90 days. Which action is best to reduce disk space usage while maintaining acceptable query performance?

Which of the following are valid reasons to use a lookup in Splunk? (Choose two.)

Which TWO of the following are features available in the Splunk Web interface under the 'Settings' menu?

An analyst runs a search that returns 10,000 events. They want to see the distribution of the 'status' field across the 'method' field. Which command should be used?

An analyst wants to see all field names and their types from a search result. Which command can be used?

Refer to the exhibit. An admin is trying to accelerate this data model, but receives an error: 'Data model 'Authentication' has no constraints.' What is the most likely cause?

An admin wants to allow power users to search against a data model but prevent them from modifying its definition. Which permission setting should the admin configure?

A Splunk administrator notices that a lookup definition named 'assets' is not returning any results in searches even though the CSV file exists and has data. The lookup definition uses the filename 'assets.csv' and the matching field 'ip' matches the event field 'dest_ip'. The search query 'index=main | lookup assets ip AS dest_ip OUTPUT asset_name' returns no asset_name values. What is the most likely cause?

Match each data input type to its description.

Which THREE of the following are valid ways to narrow search results?

A security analyst needs to find the number of failed login attempts per user in the last hour. The events contain a field 'result' with value 'failure'. Which search is correct?

A report is scheduled to run every 5 minutes. After running, it sends an email if the count of errors exceeds 10. Which report action should be configured?

A Splunk user has created a data model for firewall logs and wants to use it to generate a report showing top source IPs. They attempt to run a search using the data model but receive no results, even though a simple search over the same index returns many events. What is the most likely cause?

Refer to the exhibit. A user runs this search to get details about a saved search. The results show empty values for the actions types. What is the most likely reason?

A lookup table has been defined with `max_matches = 5`. What does this setting do?

A user wants to create a lookup table to enrich events with customer information. Which file format is NOT supported for a classic CSV-based lookup?

Which TWO of the following are valid methods to change the time range of a search in Splunk Web? (Choose two.)

Refer to the exhibit. An administrator notices that searches against the 'sample_index' index return events older than 24 hours, while searches against other indexes do not. What is the most likely explanation?

A security team needs to create a report that shows the number of distinct users who triggered a firewall block each day for the past 30 days. Which search and visualization combination should be used?

A search uses `eval memory_MB = memory_bytes / 1024 / 1024`. The field memory_bytes contains values like '2,048,000'. The eval results memory_MB is often null. What is the most likely cause?

Match each Splunk component to its purpose.

Which tab in the Search app should be used to view the raw events in their original format?

A security analyst wants to investigate a suspicious IP address that appeared in multiple log sources. Which Splunk feature is best suited to quickly find all events containing that IP across all indexed data?

Refer to the exhibit. What is the effect of this command?

Which THREE of the following are valid uses of the 'eval' command? (Choose three.)

Which TWO of the following are valid methods to convert a saved search into a report in Splunk?

A new Splunk admin wants to reduce the time it takes to run reports on a large dataset. They have enabled acceleration on a data model. Which of the following is a best practice to maximize acceleration benefits?

Which four of the following are best practices for working with data models in Splunk? (Choose four.)

A dashboard includes a time range picker. When a user selects 'Last 7 days', one panel does not update its data accordingly. What is the most likely cause?

Which TWO factors should be considered when deciding to use the rare command instead of top?

A security analyst wants to count the number of unique users who have logged in over the past week. Which field-based command should they use?

Which TWO are benefits of using data model acceleration? (Choose two.)

Refer to the exhibit. A user runs a search with `| lookup excel_lookup product_id OUTPUT sales_rep`. For a product_id that exists in the CSV but with a different case (e.g., "ABC123" vs "abc123"), what will be the value of the `sales_rep` field after the lookup?

Which TWO options are correct about post-process searches in dashboards?

An administrator wants to list all data models in the current app and see their acceleration status. Which command should they use?

An analyst executes the following search: index=main sourcetype=access | stats dc(user) by host. What does dc(user) do?

Which THREE actions are possible when editing a dashboard in Studio?

Which TWO of the following statements about the `stats` command in Splunk are correct? (Choose two.)

A medium-sized enterprise uses Splunk Enterprise with a single indexer and one search head. They have 50 universal forwarders sending data from web servers, application servers, and database logs. Recently, the indexer crashed during peak hours. The administrator restarted the indexer and it came back up. After analyzing the crash log, they found that the indexer ran out of memory. The indexer has 16 GB RAM and the default memory settings. The daily indexing volume is about 20 GB. The administrator is concerned about stability. They want to prevent future crashes without adding hardware. What should they do?

A user selects 'Last 24 hours' from the time picker but their search returns events from only the last hour. What is the most likely cause?

A large enterprise uses Splunk to monitor network traffic from thousands of devices. The events contain a field 'dest_ip' that you want to enrich with a company-specific asset owner and department. The asset data is stored in an SQL database that is updated daily. The Splunk administrator has set up a DB Connect app to query the database. However, the performance of the search is very slow when using dbquery to lookup asset information for each event. The team needs to improve performance while still maintaining daily updates. Which approach should the team take?

A new user wants to start a search in Splunk Web. Which is the first step they should take?

The exhibit shows log output from a Splunk search head. What is the most likely performance issue indicated?

A Splunk administrator needs to create a field alias that renames the field 'src_ip' to 'source_ip' for events in the index 'network'. The administrator has created the field alias in the Field Aliases settings in the UI. However, when searching index=network, the new field 'source_ip' does not appear in the events. The search still shows 'src_ip'. What could be the reason?

Which THREE of the following are capabilities of the rex command?

Which of the following is the default time range in a new Splunk search?

A Splunk administrator is configuring a lookup to enrich firewall logs with a static CSV file containing allowed IP ranges. Which TWO statements about lookup configuration are correct?

A user creates a CSV lookup file 'users.csv' with columns 'userid' and 'full_name'. A lookup definition is set up. The search `index=auth | lookup users.csv userid AS user OUTPUT full_name` returns no results for 'full_name' even though there are matching userids. What is the most likely cause?

You are working as a Splunk consultant for a financial services firm. They have multiple data sources: application logs, database audit logs, and network firewall logs. The security team needs to correlate events across these sources to detect potential fraud. You decide to create a data model named 'Security_Events'. The data model will be used with tstats for real-time dashboards. The logs vary in volume: application logs are 200 GB/day, audit logs are 50 GB/day, and firewall logs are 100 GB/day. The firm wants to optimize performance and storage. The data model currently has one root event with no constraints and three child objects with constraints based on sourcetype. The admin is concerned about acceleration storage costs. Which of the following is the best approach to balance performance and storage?

A visualization is showing unexpected spikes in a timechart. The data is aggregated by hour, but the spikes align with time zone changes. What is the likely cause?

A company has a data model for email logs that includes a calculated field named 'sentiment_score' derived from a lookup. The data model is accelerated, but some reports using |tstats with 'sentiment_score' are returning incorrect values. What is the most likely reason?

Which TWO of the following are valid ways to create a data model in Splunk?

Refer to the exhibit. A security analyst runs a search to count failed login attempts by hour. Which hour has the highest number of failed login attempts?

An admin notices that a lookup is not returning any results for some events even though matching keys exist. What is the most likely cause?

Refer to the exhibit. A user scheduled a report but it never runs. Which of the following is the most likely reason?

An organization has a large dataset and wants to create a daily report of top 10 error messages. The search takes a long time to run. Which optimization approach reduces run time while maintaining accuracy?

Which THREE elements are required to create a dashboard in Splunk Web? (Choose three.)

To create a real-time dashboard panel showing errors in the last 30 minutes, which time range setting should be used?

A user wants to create a report that shows the average response time for each web endpoint over the past week. The data has fields: endpoint, response_time. Which search correctly calculates the average?

An organization wants to build a data model that includes data from multiple sourcetypes. Which best practice should they follow regarding field definitions?

A search includes a lookup that returns multiple matches for a single event. The analyst wants to keep only the first match. Which lookup command option should they use?

An analyst needs to create a lookup file. Which TWO methods can be used?

A support technician is troubleshooting a user who cannot see the 'Field sidebar' and 'Timeline' in the Search & Reporting app. The user says that when they run a search, they only see the results in a table format, but no side panels or timeline below the search bar. The technician checks the user's settings and finds that the user's default app is set to 'Search & Reporting'. The technician then looks at the user's browser and notices that the user has a very small browser window. What is the most likely cause of the missing panels?

A team wants to add an interactive time range picker to a dashboard. The dashboard uses a base search with a token for earliest and latest. Which configuration is required?

A Splunk administrator is troubleshooting a slow search on firewall logs. The index is 'firewall', sourcetype is 'cisco:asa', and there is about 500 GB of data per day. The search is: index=firewall sourcetype=cisco:asa action=block | stats count by src_ip | where count > 1000. This search takes over 5 minutes to return results. The administrator needs the same results faster. The index has a data model named 'firewall_dm' that is accelerated with a summary range of 7 days. Which change to the search will improve performance the most while still returning the same results?

Which THREE of the following are valid reasons to use data models instead of raw searches?

A security team wants to create a data model to analyze authentication events from multiple sources (Windows Event Log, Linux syslog, and VPN logs). The data model should normalize the fields for user, source IP, and action (success/failure). Which Splunk best practice should be applied when designing this data model?

Match each Splunk search command to its primary function.

A company has a distributed Splunk environment with a single search head and 4 indexers. The data volume is approximately 50 GB per day across various sourcetypes. Users frequently run searches that span 'All time' (from the time picker), and these searches are taking significantly longer than expected. The search head shows high CPU usage during these searches, while indexers are moderately loaded. The administrator has verified that all indexers are healthy and that there are no network bottlenecks. The data is raw log data with minimal field extractions. Which course of action will most effectively improve search performance for these 'All time' searches?

Which TWO statements are true about saved reports in Splunk?

A security analyst needs to enrich firewall logs with user identity information stored in a CSV file. The CSV file contains fields: user_id, username, department, location. The firewall logs contain a field 'src_user_id'. Which Splunk feature should be used to add the username and department fields to the firewall events based on matching src_user_id to user_id?

A user is trying to create a dashboard in Splunk Web by saving a search as a dashboard panel. The user runs a search that produces a table of results. The user clicks 'Save As' and selects 'Dashboard Panel'. The user then selects an existing dashboard and clicks 'Save'. However, the panel does not appear on the dashboard. The user has confirmed that the dashboard exists and that they have write permission to it. The user also sees no error messages. What is the most likely cause of this issue?

Refer to the exhibit. A Splunk user runs this search against a lookup file containing application error data. The search returns fewer than 10 results. Which is the most likely reason?

A Splunk user needs to perform a lookup that matches events based on a field 'userid' to a lookup table that contains 'userid', 'full_name', and 'email'. The lookup table is a CSV file named 'users.csv' located in the default lookup directory. The user runs the search: index=main | lookup users.csv userid OUTPUT full_name, email. However, the search returns an error that the lookup table 'users.csv' was not found. What is the most likely reason for this error?

Which TWO of the following are valid ways to create a field alias in Splunk?

A user creates a dashboard with a line chart showing server response times. The chart looks correct in the dashboard editor but when saved and viewed by other users, the chart shows no data. The other users have the same role as the creator. What is the most likely cause?

A user notices that a data model designed for web server logs is not showing any events in the 'Web' object, even though the underlying logs are searched correctly with a normal search. The root events are pulling from the 'main' index, and the data model uses constraints. Which of the following is the most likely cause?

Refer to the exhibit. What will this search return?

Which THREE of the following are elements of the Splunk search interface?

An analyst runs: index=app sourcetype=log ERROR | stats count by host | where count > 5. What is the function of the where command in this search?

Which TWO of the following are valid ways to add data to Splunk?

During data model creation, an administrator adds a calculated field that concatenates `src_ip` and `dest_ip` with a hyphen. Which of the following is a best practice for calculated fields in data models?

After running a search, the Fields sidebar shows several fields but the analyst wants to see all fields. Which button should they click?

A large enterprise uses Splunk to monitor 500+ servers. A search returns results slowly due to high data volume. Which best practice can improve performance when using the top command?

Which three of the following statements about lookup tables and their usage in Splunk are correct? (Choose three.)

Refer to the exhibit. A user gets this error when running a search with a GeoIP lookup. What is the most likely cause?

A company has a Splunk environment indexing firewall logs from multiple vendors. The security team wants to enrich events with a threat intelligence lookup that contains IP addresses and threat categories. The lookup file 'threat_intel.csv' has fields: ip, category, confidence. The admin runs the following search: index=firewall | lookup threat_intel.csv src_ip OUTPUT category confidence. However, the lookup returns no results, even though there are matching IPs. The admin verifies that the lookup file is uploaded and the field names are correct. What is the most likely cause? The admin suspects that the lookup is case-sensitive, but the IP addresses in the logs are lowercase and the lookup has uppercase. The admin also considers that the lookup might be configured with the wrong field order, or that the lookup command is missing the OUTPUTNEW option, or that the index name is wrong. Which course of action should the admin take first to resolve the issue?

A user runs a search but sees no results, even though they know events exist. The search does not show any errors. What is the most likely cause?

A team needs to calculate the average response time for each URL path from web server logs. The response time is in a field 'duration'. Which search is correct?

Refer to the exhibit. A data analyst is analyzing web traffic and wants to find the most accessed products. The rex command extracts product IDs from URI paths. Why might the top command return inaccurate results?

Refer to the exhibit. What is the purpose of the where clause in this search?

Refer to the exhibit. The search returns only events where src_zone is 'external'. What is the problem?

A dashboard has multiple panels that each use the same base search but apply different aggregate functions. To avoid running the base search multiple times, which technique should be used?

Which TWO methods allow a user to share a saved search with other users in the same Splunk instance?

Drag and drop the steps to configure a Splunk alert that sends an email when a specific condition is met into the correct order.

An IT operations team has a dashboard with multiple panels showing server metrics. Each panel uses a separate search that runs every time the dashboard is loaded, causing slow performance. What is the best practice to improve dashboard load time?

A user wants to use the Pivot interface to analyze web traffic data. Which data model should they select?

Which TWO of the following methods allow a user to switch between apps in Splunk Web?

A security analyst is investigating a suspicious IP address. They want to find all events related to that IP. Which field should they use in a search?

A user wants to save a search as a report that can be used in a dashboard. Which TWO steps are required? (Select two.)

An analyst needs to create a dashboard that displays real-time data (streaming) for operational monitoring. Which panel type supports real-time data?

A security analyst creates a dashboard with multiple timechart panels. To ensure the dashboard performs well with large datasets, which THREE practices should be followed? (Select three.)

In Splunk, which of the following is true about fields?

A user wants to see only events where the 'action' field has a value of 'success'. Which search syntax should they use?

Which THREE are valid considerations when troubleshooting data model acceleration? (Choose three.)

Drag and drop the steps to troubleshoot a Splunk search that returns no results into the correct order.

Which THREE of the following are transforming commands in Splunk?

A company has a dashboard that uses a base search and four post-process searches to display metrics. The dashboard loads slowly. The base search returns 10,000 results and each post-process search further filters. The infrastructure team suggests using tstats to improve performance. Which approach is best?

Refer to the exhibit. A user runs this search from a dashboard panel. The panel shows no results, but the lookup file exists and has data. What is the most likely reason?

A security analyst wants to create a report showing the number of failed login attempts by user over the past 24 hours, updated automatically every hour. Which approach is most efficient?

Refer to the exhibit. The search returns no results. What is the most likely reason?

A user wants to create a pie chart showing the distribution of error types from web server logs. Which Splunk command should be used to group the errors before visualization?

A search includes the command '| stats dc(user) by host'. What does this command return?

Which TWO of the following are true about KV Store lookups in Splunk?

A user runs a search but sees zero results. What is the most common cause for this?

Refer to the exhibit. Which visualization is most appropriate for this data?

From the Splunk Home page, which of the following can be accessed directly?

Which three options describe features or components of the Splunk default interface that are available to a Core Certified User? (Choose three.)

Which TWO of the following are valid ways to add a visualization to a dashboard in Splunk?

A dashboard includes a table panel that shows recent errors. The analyst wants users to click on an error message and be taken to a search showing all events containing that error message within the same time range. Which configuration should be applied to the table panel?

A security analyst runs a search that returns many fields, most of which are not needed. Which command should be used to remove all fields except 'src_ip', 'dest_ip', and 'action'?

A user wants to remove duplicate events based on the 'transaction_id' field, keeping only the first occurrence. Which command is appropriate?

Which TWO methods can be used to create a new field in a search?

Refer to the exhibit. An automatic lookup is configured with WILDCARD match type. What kind of matching does this enable?

Which THREE of the following are valid options for the lookup command?

Match each Splunk role to its typical permission scope.

Refer to the exhibit. A user runs the search and gets no results. Which is the most likely cause?

An administrator wants to count events by status code and show only codes with more than 100 events. Which search correctly accomplishes this?

A time-based lookup is configured with `max_offset_secs = 3600`. An event has a timestamp 100 seconds after the lookup time value. Will the lookup match?

A user wants to see the values of all fields in an event, including fields that are not automatically extracted. Which search command should be used?

A Splunk admin wants to handle missing field values in a search. Which TWO SPL options can replace null values with a specified default? (Choose two.)

An analyst needs to find the count of events by source type for each day in the past week, but only for source types with more than 1000 events. Which search is correct?

A user wants to create a dashboard panel that shows the top 5 most visited web pages. Which report type should be used as the underlying search?

A user wants to search only data from the 'security' index. Which search syntax should they use?

A security analyst is investigating a breach and needs to extract the 'user_id' field from raw log events. The logs contain both structured and unstructured data. The analyst uses the following search: `index=security sourcetype=syslog | rex field=_raw "user_id=(?<user_id>\w+)" | stats count by user_id`. However, some events do not contain the 'user_id' pattern, but they have a 'username' field extracted by a default extraction. The analyst wants to create a unified field 'user_id' that includes values from both. Which approach should the analyst take?

Which command is used to export the current search results to a CSV file that can be used as a lookup table?

Which THREE of the following are valid ways to add a visualization to a dashboard?

Refer to the exhibit. What will be the output of this search?

Which TWO commands can be used to filter events based on field values?

Refer to the exhibit. The chart shows five series. What is the effect of the useother=f argument?

A large enterprise has multiple Splunk indexers and is using data model acceleration to speed up dashboards. The dashboards are slow despite acceleration being enabled. The data model has many root events and child datasets. Which best practice should the administrator consider to improve performance?

A user needs to quickly find a specific event from last week. Which navigation method is most efficient?

An organization is ingesting web proxy logs and wants to enrich them with a lookup table that maps internal IP addresses to employee names. The lookup table is updated weekly. Which configuration ensures the lookup is automatically applied to all searches without manual intervention, while also minimizing performance impact?

An analyst needs to count the number of distinct IP addresses that accessed a server. Which approach is most efficient?

Refer to the exhibit. A user runs this search and gets 10 results as expected. However, they want to see the top 10 hosts for the past week. The search still returns results, but the counts are lower than expected. What is the most likely reason?

Which two tabs are always present in the search results page? (Select TWO)

Which three of the following are valid methods for creating or using field extractions in Splunk? (Choose three.)

Refer to the exhibit. A security analyst runs a search to identify HTTP 500 errors over time. Which time period shows the highest count of 500 errors?

A dashboard includes a form input that allows users to select a user. After selecting a user, a panel should show that user's activity. Which dashboard feature is required?

A Splunk administrator is reviewing the 'Add Data' wizard for a new data source. The admin wants to monitor a log file that is located on the same server where Splunk is installed. The admin navigates to Settings > Add Data and selects 'Monitor' and then 'Files & Directories'. In the file list, the admin sees a checkbox next to each file. The admin selects the desired file and clicks 'Next'. However, the wizard does not proceed to the next page; instead, nothing happens. The admin has confirmed that the file exists and is readable. What is the most likely cause?

Refer to the exhibit. An admin sees that the Web_Traffic data model is accelerated but shows 'Summaries require rebuild'. What does this status indicate?

A Splunk admin notices that a dashboard panel using `timechart` is showing gaps (null values) for some time periods where no events exist. The admin wants to display a zero instead of null to make the chart continuous. Which command should be added before `timechart`?

An analyst wants to compute the average response time for each server from web server logs. The field `response_time` is a string like '120ms'. What is the correct way to convert and compute?

After running a search, an analyst notices that useful fields are not appearing in the 'Selected Fields' section. What is the most likely reason?

An organization needs to enrich authentication events with employee department information stored in a MySQL database. The data is updated frequently. Which lookup type is most appropriate?

Refer to the exhibit. A user reports they cannot log in to Splunk Web and sees this error in the logs. What is the most likely cause?

An administrator notices that a data model is not appearing in the Pivot interface. What is a possible reason?

Refer to the exhibit. What does this configuration do?

A user notices that a calculated field defined in props.conf is not appearing in search results. Which of the following is the most likely cause?

Which three of the following actions can be performed from the "Save As" menu in the Search app? (Select THREE)

Refer to the exhibit. A data model named 'Web' is built on sourcetype 'web_access'. A user reports that the timestamp field is not being extracted correctly in the data model. What is the most likely issue?

A financial services company uses Splunk to monitor authentication logs from 500 remote servers. They created a data model named 'Authentication' with 15 fields including 'user', 'src_ip', 'dest_ip', 'action', and 'status'. They enabled acceleration with a summary range of 1 day and set the maximum search time range to 30 days. After one month of operation, searches against the data model that used to complete in seconds now time out after 60 seconds. The average daily log volume is 10 GB. The admin runs | datamodel Audit and discovers that the summary size is approximately 5 GB per day, which is similar to the raw data index size. The search head has 16 GB RAM and 4 CPU cores, and no other resource issues are observed. What is the most likely cause of the performance degradation?

Refer to the exhibit. A Splunk user is building a data model for Apache error logs. The configuration above extracts an error_type field. However, when previewing data in the data model, the error_type field is not available. What is the most likely cause?

A newly created dashboard panel is not displaying data, showing only 'No results found'. The search query works correctly in the Search app. What is the most likely cause?

Which THREE of the following are standard components of the Splunk Web Search interface? (Choose three.)

An administrator notices that a user's search is timing out after 60 seconds. The search needs up to 5 minutes to complete. What should the administrator do?

Which TWO of the following are valid ways to navigate from a search result to a dashboard?

Refer to the exhibit. What will be the output of this search?

An analyst runs `| inputlookup mylookup.csv` but gets no results. The lookup file exists. What is the most likely cause?

A user wants to find events where the status code is 500 or 503 and the response time is greater than 2 seconds. Which TWO SPL commands will correctly limit the results to only these events?

A user wants to quickly see the count of events per source type over the last hour without performing a search. Which Splunk Web feature provides this information with the fewest clicks?