OpenSearchCon 2022
2022-09-21
Seattle, United States
who it's for
search engineers, platform engineers, observability engineers, site reliability engineers, data engineers, open source contributors
topics
OpenSearch anomaly detection and UEBA; OpenSearch Kubernetes operator; OpenSearch core internals; Data Prepper observability ingest; concurrent segment traversal plugin; merge on refresh and flush policies; multimodal vector search with AutoGluon; hybrid BM25 plus vector retrieval; searchable snapshots and remote storage; cross-cluster and logical replication; OpenTelemetry / Jaeger / Prometheus integrations; contribution workflows and plugin development
| title | author | length |
|---|---|---|
| OpenSearchCon Keynote Speakers | Eli Fisher, Maria Hatfield, Laysa Uchoa, Jonah Kowall | 45m |
OpenSearch reports rapid community-driven growth: 50 million downloads, 40 partners and over 10,000 merged PRs, plus 6,000 GitHub stars. Deployments range from… | ||
| The Art of the Possible with OpenSearch Anomaly Detection and UEBA. | Lennart Koopmann | 25m |
Graylog uses OpenSearch anomaly detection as the engine for UEBA, auto-creating and configuring detectors that run in the OpenSearch cluster while Graylog… | ||
| Getting Started with the OpenSearch Core Codebase | Nick Knize | 35m |
Covers the core Lucene-based stack: fields → documents → segments with flush and commit, BKD numeric tree (up to eight dimensions), and the three-node minimum… | ||
| Creating the OpenSearch Kubernetes Operator | Ziv Segal | 23m |
An open source Apache 2.0 Kubernetes operator for OpenSearch is now GA and already in hundreds of production deployments with 30+ contributors and community… | ||
| Hundreds of Terabytes of Data | Prabhakar Sithanandam, Daniel Doubrovkine | 25m |
Pinterest grows from 1.7 TB/day in 2020 to the era of hundreds of TB/day and real deployments already run things like 625 TB on 200 nodes or 35×200-node… | ||
| How Organizations Get the Most Out of Their OpenSearch Contributions | Jeff Zemerick | 25m |
OpenSearch contributions pay off when organizations plan beyond a code drop: classify work as three contribution types (private, niche-shared, widely useful)… | ||
| How to Do Microservice Observability with OpenSearch | Rafael Gumerio, Prashant Agrawal | 34m |
Live demo of an e‑commerce microservice pipeline shows instrumentation with the OpenTelemetry collector, log forwarding via FluentBit and Data Prepper, and… | ||
| Deploying OpenSearch Solutions on Hybrid Multi-Cloud Environments | Mehdi Bendriss | 23m |
A cloud-vendor agnostic deployment pattern for OpenSearch that uses Charmed Operators to run across AWS EC2 and OpenStack VMs and Kubernetes, with charm code… | ||
| Using Data Prepper for Observability Ingest | David Venable, Rajiv Taori | 26m |
Data Prepper is an Apache‑2 open source last‑mile collector that takes traces, logs and metrics, integrates with OpenTelemetry collector and Fluent Bit, and… | ||
| Speed Up Your Search: Concurrency and Merge Policies to the Rescue | Andriy Redko | 18m |
OpenSearch 2.1 introduces merge on refresh and a merge on flush policy that cut segment counts about 3x in benchmarks, improve search percentiles slightly, but… | ||
| Rediscover Your Data with a New Multimodal Search Capability | James Sharpnack, Xingjian Shi | 24m |
Claim: adding multimodal embeddings to OpenSearch via AutoGluon yields consistent gains over BM25. They benchmark four datasets (biomedical, medical, finance… | ||
| OpenSearch Project Roadmap 2022 and Beyond | Charlotte Henkle | 13m |
Project roadmap focuses on concrete changes: segrep segment replication is in 2.3 behind an experimental flag and cuts CPU from ~95% to ~47% while shrinking a… | ||
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