Name: PPL Power-Up: Advanced Data Transformation Pipelines for Observability at Scale - Bharav Patel, AWS
Start: 2026-06-15T15:50:00+0530
End: 2026-06-15T16:30:00+0530

15-16 June 2026 | Mumbai, India
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PPL Power-Up: Advanced Data Transformation Pipelines for Observability at Scale - Bharav Patel, AWS

Monday June 15, 2026 3:50pm - 4:30pm IST

205

Piped Processing Language (PPL) has quietly become one of OpenSearch's most powerful tools for observability data transformation.
OpenSearch 3.5 added various powerful functions that unlock advanced use cases: join , Lookup, mvcombine, mvzip, mvfind, and mvmap for multivalue field operations, addtotals for instant summary tables, and streamstats for cumulative statistical calculations as events are processed. This session showcases these capabilities through real-world observability scenarios — correlating multivalue log fields across microservices, building running error rate dashboards with streamstats, and performing lightweight anomaly detection using just PPL with no ML model required. We'll also demonstrate cross-signal analysis by combining PPL log queries with Prometheus
metric data using the new Discover experience for Prometheus data sources shipped in 3.5. Attendees will leave with ready-to-use PPL patterns for incident investigation that are more intuitive than equivalent SQL approaches.

Speakers

Bharav Patel

Specialist SA, OpenSearch, AWS

Bharav Patel is a Specialist Solution Architect, Analytics at Amazon Web Services. He primarily works on Amazon OpenSearch Service and helps customers with key concepts and design principles of running OpenSearch workloads on the cloud. Bharav likes to explore new places and try out... Read More →

Monday June 15, 2026 3:50pm - 4:30pm IST
205

Analytics + Security + Observability

OpenSearchCon India 2026

Bharav Patel

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OpenSearchCon India 2026

Bharav Patel

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