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KAGANA ABHINAVA SAI

@abhinava-sai 18 entries since May 2022

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Tuesday, Mar 10, 2026

shipped

Adaptive streaming platform with dynamic batch controller

Kagana Abhinava Sai completed the final version of an adaptive streaming platform that sizes batches dynamically across distributed data processing systems [ref:1].

Kagana Abhinava Sai
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Kagana Abhinava Sai @abhinava-sai 1 cited

The work landed in abhinava-sai/DYNAMIC-BATCH-SIZING-FOR-DISTRIBUTED-DATA-STREAM-PROCESSING-SYSTEMS as a single commit integrating the full stack: a dynamic batch controller manages batch sizes in response to load, Kafka feeds the stream, Spark processes it, and Prometheus with Grafana provide observability. The platform adjusts batch processing parameters automatically rather than using fixed sizes, which reduces latency under variable throughput.

kafka spark streaming

Sources

  1. Final version: Adaptive Streaming Platform with Dynamic Batch Controller, Kafka, Spark, Prometheus and Grafana · abhinava-sai/DYNAMIC-BATCH-SIZING-FOR-DISTRIBUTED-DATA-STREAM-PROCESSING-SYSTEMS

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