Sumo Logic Helps Control the Chaos by Enhancing Predictive Analytics for Observability
April 18 2023 - 2:30AM
KubeCon + CloudNativeCon Europe 2023 -- Sumo
Logic (NASDAQ: SUMO), the SaaS analytics platform to enable
reliable and secure cloud-native applications, today
announced Predict for Metrics. When combined with existing
capabilities in Sumo Logic, Predict for Metrics provides a
comprehensive way to harness observability analytics to better
predict variable applications, cloud and infrastructure usage and
resource demands.
Predict for Metrics is designed to provide better visibility
into production issues, system downtime, and uncontrolled cloud
costs. Sumo Logic will showcase this functionality at booth S26
during the KubeCon + CloudNativeCon Europe 2023 event in Amsterdam
from April 18-21.
“To keep pace with the speed of modern application development,
it is important that operations leaders are able to predict their
app and cloud usage needs to keep operations running smoothly and
avoid unplanned downtime,” said Erez Barak, VP of Product
Development for Observability, Sumo Logic. “Predictive analytics
for logs and metrics telemetry provides the key to managing cloud
infrastructure and app development variables. Our customers will
gain valuable insights to ensure better resilience to avoidable
production issues.”
Read the blog: Plan Better and Preempt Bottlenecks with Predict
for Metrics
As organizations rapidly spin up new
infrastructure in the cloud and manage the reliability of their
sprawling digital apps and services, the influx of unplanned usage
creates strain for developers and operations managers.
Understanding fluctuating cloud usage for capacity management and
reducing resource bottlenecks and unplanned system loads that cause
production incidents is critical.
Similar to the existing predict operator for Logs, Predict for
Metrics uses linear and autoregressive models to make predictions
by harnessing past data points to predict future trends. It is a
metrics query language operator, which allows users to visualize
forecasted values and add resulting charts to Sumo Logic
dashboards. Here are some additional use cases for Predict for
Metrics.
Using Predict for
Metrics
- Optimize Ingest: Understanding and planning
for anticipated volume is important. Administrators can now
leverage Predict for Metrics to forecast volume and adjust ingest
accordingly to avoid any surprises or disruptions.
- Forecast App Resource
Requirements: Sumo Logic customers can use predictive
analytics on APM trace metrics to forecast the load on an
application or its underlying microservice. They can also forecast
potential infrastructure bottlenecks such as how much CPU, memory
or disk space to provision across AWS EC2 or AWS DynamoDB
instances.
- Reduce Data Bottlenecks: Unplanned resource
bottlenecks are a common root cause for application outages.
Organizations can now determine which critical resources will run
out of capacity, such as provisioned throughput for AWS DynamoDB or
Provisioned Memory for AWS Lambda functions and more.
Additional Resources:
- Blog: Plan Better and Preempt Bottlenecks with Predict for
Metrics
- Predict for Metrics Operator Documentation
- Predict for Logs Search Documentation
Editor’s NotePredictive Analytics for
Observability was announced today at KubeCon + CloudNativeCon
Europe 2023, along with “Sumo Logic Marks Milestone in
OpenTelemetry Posture Removing Complexity in Collection for Faster
Time to Insights.” You can find the announcement here:
https://www.sumologic.com/press-release/sumo-logic-marks-milestone-in-opentelemetry-posture-removing-complexity-in-collection-for-faster-time-to-insights/
About Sumo LogicSumo Logic, Inc. (NASDAQ: SUMO)
empowers the people who power modern, digital business. Through its
SaaS analytics platform, Sumo Logic enables customers to deliver
reliable and secure cloud-native applications. The Sumo Logic
Continuous Intelligence Platform™ helps practitioners and
developers ensure application reliability, secure and protect
against modern security threats, and gain insights into their cloud
infrastructures. Customers around the world rely on Sumo Logic to
get powerful real-time analytics and insights across observability
and security solutions for their cloud-native applications. For
more information, visit www.sumologic.com.
Sumo Logic is a trademark or registered trademark of Sumo Logic
in the United States and in foreign countries. All other company
and product names may be trademarks or registered trademarks of
their respective owners.
Any information regarding offerings, updates, functionality, or
other modifications, including release dates, is subject to change
without notice. The development, release, and timing of any
offering, update, functionality, or modification described herein
remains at the sole discretion of Sumo Logic, and should not be
relied upon in making a purchase decision, nor as a representation,
warranty, or commitment to deliver specific offerings, updates,
functionalities, or modifications in the future.
Media ContactsCarmen Harris, Sumo
Logiccharris@sumologic.com
Jenna Shikoff, RH StrategicSumoLogicPR@RHStrategic.com
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