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You have to get the Splunk SPLK-4001 certification that can keep your job safe and give you a rise in the competition. Success in the SPLK-4001 exam improves your rank at your workplace. The Splunk O11y Cloud Certified Metrics User (SPLK-4001) certification exam helps to upgrade your skills and learn new technologies and applications which you can use in your live projects. If you are worried about how to prepare for the SPLK-4001 Certification Exam, just download ExamsLabs real SPLK-4001 Dumps PDF and study well to crack it. Using the SPLK-4001 exam questions of ExamsLabs is the easiest way to pass the Splunk O11y Cloud Certified Metrics User (SPLK-4001) test.
To prepare for the SPLK-4001 Exam, candidates should have a strong understanding of Splunk fundamentals, including the search language and data models. They should also have experience working with metrics data and be familiar with common monitoring tools used in cloud environments. Splunk offers several training courses and resources to help candidates prepare for the exam, including instructor-led courses and online self-paced training.
Splunk O11y Cloud Certified Metrics User Sample Questions (Q40-Q45):
NEW QUESTION # 40
A customer deals with a holiday rush of traffic during November each year, but does not want to be flooded with alerts when this happens. The increase in traffic is expected and consistent each year. Which detector condition should be used when creating a detector for this data?
- A. Calendar Window
- B. Static Threshold
- C. Outlier Detection
- D. Historical Anomaly
Answer: D
Explanation:
historical anomaly is a detector condition that allows you to trigger an alert when a signal deviates from its historical pattern1. Historical anomaly uses machine learning to learn the normal behavior of a signal based on its past data, and then compares the current value of the signal with the expected value based on the learned pattern1. You can use historical anomaly to detect unusual changes in a signal that are not explained by seasonality, trends, or cycles1.
Historical anomaly is suitable for creating a detector for the customer's data, because it can account for the expected and consistent increase in traffic during November each year. Historical anomaly can learn that the traffic pattern has a seasonal component that peaks in November, and then adjust the expected value of the traffic accordingly1. This way, historical anomaly can avoid triggering alerts when the traffic increases in November, as this is not an anomaly, but rather a normal variation. However, historical anomaly can still trigger alerts when the traffic deviates from the historical pattern in other ways, such as if it drops significantly or spikes unexpectedly1.
NEW QUESTION # 41
Which analytic function can be used to discover peak page visits for a site over the last day?
- A. Maximum: Aggregation (Id)
- B. Maximum: Transformation (24h)
- C. Lag: (24h)
- D. Count: (Id)
Answer: B
Explanation:
Explanation
According to the Splunk Observability Cloud documentation1, the maximum function is an analytic function that returns the highest value of a metric or a dimension over a specified time interval. The maximum function can be used as a transformation or an aggregation. A transformation applies the function to each metric time series (MTS) individually, while an aggregation applies the function to all MTS and returns a single value. For example, to discover the peak page visits for a site over the last day, you can use the following SignalFlow code:
maximum(24h, counters("page.visits"))
This will return the highest value of the page.visits counter metric for each MTS over the last 24 hours. You can then use a chart to visualize the results and identify the peak page visits for each MTS.
NEW QUESTION # 42
In the Splunk distribution of the OpenTelemetry Collector, what is the difference between the agent_config.yaml and the splunk-otel-collector.conf files?
- A. agent_config.yaml configures the gateway's address and splunk-otel-collector.conf sets the memory limits for the collector.
- B. splunk-otel-collector.conf defines the OpenTelemetry pipeline, and agent_config.yaml sets endpoint URLs and access tokens.
- C. splunk-otel-collector.conf configures processors and agent_config.yaml sets the memory limits for the collector.
- D. agent_config.yaml defines the OpenTelemetry pipeline, and splunk-otel-collector.conf sets endpoint URLs and access tokens.
Answer: B
NEW QUESTION # 43
A customer operates a caching web proxy. They want to calculate the cache hit rate for their service. What is the best way to achieve this?
- A. Timeshift and Bottom N
- B. Timeshift and Top N
- C. Chart Options and metadata
- D. Percentages and ratios
Answer: D
Explanation:
Explanation
According to the Splunk O11y Cloud Certified Metrics User Track document1, percentages and ratios are useful for calculating the proportion of one metric to another, such as cache hits to cache misses, or successful requests to failed requests. You can use the percentage() or ratio() functions in SignalFlow to compute these values and display them in charts. For example, to calculate the cache hit rate for a service, you can use the following SignalFlow code:
percentage(counters("cache.hits"), counters("cache.misses"))
This will return the percentage of cache hits out of the total number of cache attempts. You can also use the ratio() function to get the same result, but as a decimal value instead of a percentage.
ratio(counters("cache.hits"), counters("cache.misses"))
NEW QUESTION # 44
What happens when the limit of allowed dimensions is exceeded for an MTS?
- A. The additional dimensions are dropped.
- B. The datapoint is dropped.
- C. The datapoint is averaged.
- D. The datapoint is updated.
Answer: A
Explanation:
According to the web search results, dimensions are metadata in the form of key-value pairs that monitoring software sends in along with the metrics. The set of metric time series (MTS) dimensions sent during ingest is used, along with the metric name, to uniquely identify an MTS1. Splunk Observability Cloud has a limit of 36 unique dimensions per MTS2. If the limit of allowed dimensions is exceeded for an MTS, the additional dimensions are dropped and not stored or indexed by Observability Cloud2. This means that the data point is still ingested, but without the extra dimensions. Therefore, option A is correct.
NEW QUESTION # 45
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