TPC-DS | BestHub

ByteDance Data Platform

May 29, 2023 · Databases

Which Open‑Source OLAP Engine Wins the TPC‑DS Benchmark? A Deep Performance Comparison

Using the TPC‑DS benchmark’s 99 queries on a 1 TB dataset, this study evaluates the performance of four open‑source OLAP engines—ClickHouse, Doris, Presto, and ByConity—across basic, join, aggregation, subquery, and window‑function scenarios, revealing ByConity’s superior speed and the limitations of ClickHouse.

ByConityClickHouseDoris

0 likes · 12 min read

Which Open‑Source OLAP Engine Wins the TPC‑DS Benchmark? A Deep Performance Comparison

Big Data Technology Architecture

Jun 9, 2019 · Big Data

An Introduction to Apache Parquet: Architecture, Data Model, File Format, and Basic Operations

This article provides a comprehensive overview of Apache Parquet, covering its purpose, architectural components, nested data model, file structure, practical Hive commands for creating and inspecting Parquet tables, and a brief introduction to the TPC‑DS benchmark for performance testing.

Big DataData ModelingHive

0 likes · 8 min read

An Introduction to Apache Parquet: Architecture, Data Model, File Format, and Basic Operations

Art of Distributed System Architecture Design

Jul 19, 2015 · Big Data

Selection and Comparison of Big Data Benchmark Standards with a Focus on TPC‑DS

This article reviews the evolution of big‑data management technologies, discusses the criteria for choosing appropriate big‑data benchmarks, compares existing benchmarks such as MapReduce tests, YCSB, BigBench and BigFrame, and provides an in‑depth analysis of the TPC‑DS benchmark and its certification status.

Big DataSQLTPC-DS

0 likes · 15 min read

Selection and Comparison of Big Data Benchmark Standards with a Focus on TPC‑DS