~/talks

Suman Karumuri

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titleconferencedate
One Size Does Not Fit All: A Polystore Architecture for Logs and TracesObservability Summit North America 20262026-05-21
Claims a polystore routing logs and traces to specialized engines (Lucene/OpenSearch, DuckDB) via Kafka and S3, with a unified OpenSearch-compatible API and…
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Panel: OpenTelemetry: Bridging Platform and EnablementObservability Day North America 20242024-11-12
Companies standardize on a managed stack and bootstrapped SDKs so most apps need no manual instrumentation, and an OTEL collector sidecar runs on pods and…
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Things I wish I knew before we decided to migrate our metrics infrastructure..Monitorama PDX 20242024-06-10
Migration moves seven things at once: instrumentation from statsD to OpenTelemetry, collection (OTel collector sidecars with a patched statsd receiver), a…
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KalDB: Log analytics with DuckDBDuckCon #32023-06-29
KalDB adds a plugable storage engine so one logging system serves both search and analytics by combining Lucene for search with DuckDB for fast analytics; it…
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Kaldb: serverless lucene at petabyte scaleBerlin Buzzwords 20232023-06-18
An open-source Lucene serving system claims to run petabyte-scale logs on Kubernetes by separating compute, durability and storage: Kafka acts as a write-ahead…
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Taming Spiky Log Volumes: Maintaining Real-Time Log Accessibility with KaldbSREcon23 Asia/Pacific2023-06-14
Logs spike by 10x increase and cause minutes-to-hours (sometimes over a day) of lag; Slack/airbnb measured freshness SLAs around 50–70% before remediation. The…
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KalDB: A cloud native log search platformStrange Loop 20222022-09-22
Replaces Elasticsearch with a lucene based cloud-native store that prioritizes live data over backlog, uses Kafka partitions and schema-on-read to avoid…
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SlackTrace: A New Tracing ToolObservability Practitioners Summit 20192019-11-18
SlackTrace introduces a minimal SpanEvent span format and a pipeline (Neuron → Kafka → adapters → Honeycomb + Presto) that stores full-fidelity spans and lets…
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Pintrace: A Distributed Tracing PipelineLISA172017-10-29
Pinterest builds a Zipkin-based pipeline called PinTrace that collects spans via local logs → Kafka (using singer) → a Spark job into Elasticsearch, handling…
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