Articles by ChistaDATA Inc.

About ChistaDATA Inc.

We are an full-stack ClickHouse infrastructure operations Consulting, Support and Managed Services provider with core expertise in performance, scalability and data SRE. Based out of California, Our consulting and support engineering team operates out of San Francisco, Vancouver, London, Germany, Russia, Ukraine, Australia, Singapore and India to deliver 24*7 enterprise-class consultative support and managed services. We operate very closely with some of the largest and planet-scale internet properties like PayPal, Garmin, Honda cars IoT project, Viacom, National Geographic, Nike, Morgan Stanley, American Express Travel, VISA, Netflix, PRADA, Blue Dart, Carlsberg, Sony, Unilever etc

Vector Database Indexing: HNSW, IVF, PQ, OPQ, and ScaNN Explained

ChistaDATA Inc.

A practitioner’s guide to vector database indexing — HNSW, IVF, PQ, OPQ, and ScaNN. Tuning, trade-offs, and architecture patterns from MinervaDB engineers.

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Apache Pulsar Segmented Storage and BookKeeper: An Operator’s Field Guide

ChistaDATA Inc.

A field guide to Apache Pulsar segmented storage and BookKeeper — ledgers, ensemble, write/ack quorum, bookie internals, tiered storage, and operational lessons.

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Vector ClickHouse Pipeline: Observability Worth the Effort

ChistaDATA Inc.

Vector ClickHouse pipeline: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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Mining the ClickHouse Query Log for Performance Insights

ChistaDATA Inc.

ClickHouse query log: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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ClickHouse Replication Lag: How to Detect and Resolve It

ChistaDATA Inc.

ClickHouse replication lag: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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ClickHouse Disk and Memory Alerting: Signals That Catch Outages Early

ChistaDATA Inc.

ClickHouse disk and memory alerting: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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ClickHouse Telemetry Retention: TTL Policies That Control Cost

ChistaDATA Inc.

ClickHouse telemetry retention: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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ClickHouse Capacity Planning for Observability Workloads

ChistaDATA Inc.

ClickHouse capacity planning: a practical look at how it works, what to tune, and the pitfalls that trip up production ClickHouse.

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ClickHouse Kafka Real-Time Analytics: Architecting Streaming at Scale

ChistaDATA Inc.

Architect production-grade real-time streaming analytics with ClickHouse and Apache Kafka using the Kafka table engine, Materialized Views, and ReplicatedMergeTree.

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ClickStack & HyperDX: Full-Stack ClickHouse Observability

ChistaDATA Inc.

Deploy ClickStack and HyperDX — the open-source full-stack observability platform built natively on ClickHouse for logs, metrics, traces, and session replay.

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