real-time analytics Archives

ClickHouse for Real-Time POS Analytics: How QSR Enterprises Can Achieve Sub-Second Decisioning at Scale

If you’ve spent any time working in QSR (Quick Service Restaurant) data infrastructure, you already know the problem. The need for ClickHouse real-time POS analytics has never been more urgent — millions of POS transactions […]

ClickHouse Parts, Partitions, Granules, and Primary Index Design

ChistaDATA Inc.

A practitioner’s deep dive into MergeTree internals — parts, partitions, granules, and primary index design — from the ChistaDATA engineering team.

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ClickHouse and Apache Kafka: Architecting Real-Time Streaming Analytics 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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Real-Time Analytics Architecture with ClickHouse

ChistaDATA Inc.

Real-Time Analytics Architecture with ClickHouse: A Production Blueprint Real-time analytics is no longer an exotic requirement — it is the baseline expectation for product analytics, observability, fraud detection, and operational intelligence. In this guide, ChistaDATA […]

Eliminating Expensive JOINs in ClickHouse

Shiv Iyer

Eliminating Expensive JOINs in ClickHouse: Advanced JSON and Array Optimization Techniques for High-Performance Analytics Introduction In the world of high-performance analytics, JOIN operations often represent the most significant bottleneck in query execution. ClickHouse, the open-source […]

From Batch Processing to Real-Time Analytics with ChistaDATA's ClickHouse

Batch Processing to Real-time Analytics with ClickHouse

Shiv Iyer

From Batch Processing to Real-time Analytics with ClickHouse – In today’s hyper-connected digital landscape, businesses are drowning in data while thirsting for insights. The traditional approach of batch processing—collecting data throughout the day and analyzing […]