Slack Technologies, Inc.

Yiling Chen

Aaron J Maurer

Anuj Nair

Jenna Zeigen

Natalie Qabazard

Media, methods, and systems are disclosed for optimizing performance of a running application in connection with a group-based communication system. Log data is collected regarding prior metrics for applications that have encountered performance events. Application state information is monitored and a machine-learning model mapping application metrics to performance outcomes predicts whether the running application will encounter a performance event. The machine-learning model mapping application metrics to performance outcomes is trained based on the collected logs. Based on whether a degradation outcome will be impactful, an application performance parameter may be degraded.

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Oakland, CA, United States of America

Yiling Chen