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HomeAuthorsChistaDATA Inc.

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
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multi-region ClickHouse deployment architecture showing distributed cluster replication
ClickHouse

Designing Multi-Region ClickHouse Deployments for Global Scale: 3 Best Patterns

ChistaDATA Inc.
ClickHouse multi-region deployment is one of the most architecturally demanding problems in distributed analytics. When your users span three continents, a single-region cluster becomes a latency ceiling, a compliance liability, and a single point of […]
ClickHouse sharding architecture showing distributed database nodes with multiple shards for high-growth environments
ClickHouse

Sharding Strategies for ClickHouse in High-Growth Environments

ChistaDATA Inc.
ClickHouse sharding is one of the most consequential architectural decisions you will make when scaling an analytical database from millions to billions of rows per day. In a high-growth environment — where query volumes double […]
ClickHouse Performance Audit
ClickHouse

How to Run a Complete ClickHouse Performance Audit in Under 60 Minutes

ChistaDATA Inc.
ClickHouse performance audit is the fastest way to uncover hidden bottlenecks, misconfigured settings, and query inefficiencies draining your analytical database. Whether you are running ClickHouse on bare metal, Kubernetes, or as a managed cloud service, […]
ClickHouse Disaster Recovery Drills
ClickHouse Backup & DR

ClickHouse Disaster Recovery Drills: Frequency, Scope, and Reporting

ChistaDATA Inc.
ClickHouse disaster recovery drills are structured tests designed to validate your analytical database’s recovery procedures before a real failure occurs. Running regular ClickHouse disaster recovery drills is how engineering teams build confidence that their backup-restore […]
Data Reliability Engineering ClickHouse
ClickHouse

Data Reliability Engineering for ClickHouse: Principles and Practices

ChistaDATA Inc.
Data Reliability Engineering ClickHouse (DRE) is the discipline that keeps analytical data trustworthy at every stage of its lifecycle — ingestion, transformation, storage, and serving. For teams running ClickHouse as their analytical backbone, DRE is […]
ClickHouse Workload Isolation
ClickHouse

ClickHouse Workload Isolation: 7 Techniques for Noisy-Neighbor Problems

ChistaDATA Inc.
When a single analytics team runs an aggressive backfill job at 3 a.m. — or a product dashboard spins up hundreds of concurrent sub-second queries at 9 a.m. — every other workload on the same […]
Scaling ClickHouse
ClickHouse

Scaling ClickHouse from Gigabytes to Petabytes: A Practical Playbook

ChistaDATA Inc.
Most teams don’t run into ClickHouse scaling challenges when they’re managing a few hundred gigabytes. The problems surface the moment data volumes cross a threshold where naive configurations begin to crack — queries slow down, […]
ClickHouse Performance
ChistaDATA Performance

ClickHouse Performance Pitfalls: 7 Mistakes That Slow Down Your Queries and How to Fix Them

ChistaDATA Inc.
ClickHouse has earned a well-deserved reputation as one of the fastest analytical databases available today. Its columnar storage, vectorized query execution, and aggressive compression make it a natural choice for teams dealing with hundreds of […]
ClickHouse Observability
ChistaDATA

Open Observability Stack in 2026: ClickHouse, Apache Iceberg, and OpenTelemetry for Real-Time Telemetry at Scale

ChistaDATA Inc.
Over the past few years, our platform engineering team at ChistaDATA has been rethinking how we approach observability infrastructure at scale. The conversation keeps circling back to the same frustration: most organizations are sitting on […]
ClickHouse
Analytics

Hot Spot Detection and Remediation in ClickHouse Clusters

ChistaDATA Inc.
In large-scale analytical systems, uneven data distribution is one of the most insidious performance killers. When certain nodes in a ClickHouse cluster receive disproportionately high volumes of reads or writes, those nodes become hot spots […]

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ChistaDATA is committed to open source software and building high performance ColumnStores

In the spirit of freedom, independence and innovation. ChistaDATA Corporation is not affiliated with ClickHouse Corporation 

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* Everything changes over time – Our blogs/posts and comments changes over time, That’s how it should be! Whatever we comment from ChistaDATA Inc. Teams (including Shiv Iyer) and other stakeholders or guest bloggers posted here are never permanent, These things worked for us. But, there is no guarantee they will work for you too, When using the recommendations from ChistaDATA or MinervaDB or MinervaSQL or any other online resources / Google,  You must test the advice before applying them to your production systems, and always invest for a robust Database DR solution, Thank you for understanding. 

Recent Posts from ChistaDATA

  • Designing Multi-Region ClickHouse Deployments for Global Scale: 3 Best Patterns
  • Sharding Strategies for ClickHouse in High-Growth Environments
  • How to Run a Complete ClickHouse Performance Audit in Under 60 Minutes
  • ClickHouse Disaster Recovery Drills: Frequency, Scope, and Reporting
  • Data Reliability Engineering for ClickHouse: Principles and Practices

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CHISTADATA IS COMMITTED TO OPEN SOURCE SOFTWARE AND BUILDING HIGH PERFORMANCE COLUMNSTORES

In the spirit of freedom, independence and innovation. ChistaDATA Corporation is not affiliated with ClickHouse Corporation 

ChistaDATA Inc. Knowledge base is licensed under the Apache License, Version 2.0 (the “License”)

Copyright 2022 ChistaDATA Inc

Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at

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