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SuperSQL

6 articles · Page 1 of 1
Tencent Technical Engineering
Tencent Technical Engineering
Aug 20, 2026 · Big Data

Tencent SuperSQL Sets New TPC‑DS World Record, Leads in Performance and Cost Efficiency

Tencent's SuperSQL achieved a 654 million composite score on the TPC‑DS 100 TB benchmark—nearly ten times the previous record—while cutting performance‑per‑dollar cost to 11.04 CNY (about one‑sixth of earlier results), thanks to innovations in query optimization, a vectorized execution engine, adaptive memory and shuffle mechanisms, and AI‑driven diagnostics that together deliver superior speed, scalability, and business value.

AI diagnosticsDistributed ComputingQuery Optimization
0 likes · 18 min read
Tencent SuperSQL Sets New TPC‑DS World Record, Leads in Performance and Cost Efficiency
DataFunSummit
DataFunSummit
May 7, 2023 · Big Data

Tencent SuperSQL: A Unified Adaptive Big Data Computing Platform

The article presents Tencent's SuperSQL platform, detailing the big‑data challenges of heterogeneous data sources and fragmented SQL experiences, describing its multi‑layer adaptive architecture, core technologies such as unified SQL parsing, cost‑based and history‑based optimization, federated computation, materialized views and security, and summarizing its performance gains, industry impact and community contributions.

SQL optimizationSuperSQLadaptive computing
0 likes · 16 min read
Tencent SuperSQL: A Unified Adaptive Big Data Computing Platform
DataFunSummit
DataFunSummit
Apr 20, 2022 · Big Data

SuperSQL: A Cross‑Engine, Cross‑DC High‑Performance Big Data SQL Middleware

The article presents SuperSQL, a high‑performance big‑data SQL middleware that enables cross‑engine and cross‑data‑center query processing, detailing its architecture, metadata management, cost‑based optimization, operator push‑down, distributed execution, performance benchmarks, and future roadmap within modern data‑intensive environments.

Cross-DCQuery OptimizationSQL Middleware
0 likes · 24 min read
SuperSQL: A Cross‑Engine, Cross‑DC High‑Performance Big Data SQL Middleware
DataFunTalk
DataFunTalk
Apr 2, 2022 · Big Data

SuperSQL: A High‑Performance Cross‑Engine, Cross‑Data‑Center SQL Middleware for Big Data

The article introduces SuperSQL, a federated SQL middleware that unifies heterogeneous data sources across multiple data centers, leverages Apache Calcite for cost‑based optimization, pushes down operators to various engines, manages metadata with a Trie model, and demonstrates significant performance gains over traditional solutions.

Cost-Based OptimizationCross‑Data‑CenterDistributed Computing
0 likes · 27 min read
SuperSQL: A High‑Performance Cross‑Engine, Cross‑Data‑Center SQL Middleware for Big Data