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Performance Evaluation of Trino 468, Spark 4.0.0-RC2, and Hive 4 on MR3 2.0 using the TPC-DS Benchmark

· 14 min read
Sungwoo Park
Sungwoo Park
MR3 Architect and Developer

In this article, we report the results of evaluating the performance of the following systems using the 10TB TPC-DS Benchmark.

  1. Trino 468 (released in December 2024)
  2. Spark 4.0.0-RC2 (released in March 2025)
  3. Hive 4.0.0 on Tez (built in February 2025)
  4. Hive 4.0.0 on MR3 2.0 (released in April 2025)

Trino is an MPP-style query engine and is not fault-tolerant. The other three systems are fully fault-tolerant.