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Big Data Technology & Architecture
Big Data Technology & Architecture
Nov 14, 2020 · Big Data

Comparative Analysis of Apache Hudi, Apache CarbonData, and Delta Lake for Data Lake Solutions

This article examines the core requirements of data lakes and provides an in‑depth comparison of three major open‑source solutions—Apache Hudi, Apache CarbonData, and Delta Lake—highlighting their architectures, ACID support, query capabilities, and suitability for various real‑time and batch use cases.

ACIDApache CarbonDataApache Hudi
0 likes · 9 min read
Comparative Analysis of Apache Hudi, Apache CarbonData, and Delta Lake for Data Lake Solutions
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 7, 2017 · Big Data

What’s New in Apache CarbonData 1.0.0? 80+ Features Boost Big Data Performance

Apache CarbonData 1.0.0, now an Apache incubating project, adds over 80 new features and bug fixes—including a new data loading solution, Spark 2.1 integration, update/delete SQL support, adaptive compression for numeric types, B‑Tree LRU cache, V2 format for faster first‑query performance, vectorized reader, bucket‑table joins, off‑heap memory, single‑pass loading, and pre‑generated dictionaries—aimed at delivering faster, more flexible, and efficient columnar storage for big‑data workloads.

Apache CarbonDataBig DataColumnar Storage
0 likes · 8 min read
What’s New in Apache CarbonData 1.0.0? 80+ Features Boost Big Data Performance