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LivePerson's observability team benchmarked five GCP machine types for Logstash and Kafka. The team found infrastructure selection is a high-leverage cost optimization at scale. E2-standard instances lack a fixed CPU platform, impacting compute-heavy workloads. The pipeline uses Filebeat, Kafka, and Logstash before data reaches Elastic.
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