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Tencent Cloud Developer
Tencent Cloud Developer
Apr 8, 2022 · Databases

Tencent Cloud Native Database AI Autonomy: SIGMOD Research and Intelligent Tuning System

Tencent Cloud’s native database team achieved a SIGMOD breakthrough by embedding AI into MySQL, creating an autonomous “database brain” that uses deep‑reinforcement learning, genetic pre‑heating and a closed‑loop learner/actor architecture to automatically observe, analyze, and tune diverse workloads, delivering rapid performance gains, anomaly detection, and self‑optimizing features while addressing adaptability, stability, and interpretability challenges.

AI optimizationCDBTuneDatabase Autonomy
0 likes · 8 min read
Tencent Cloud Native Database AI Autonomy: SIGMOD Research and Intelligent Tuning System
Tencent Architect
Tencent Architect
Jun 29, 2021 · Databases

How Tencent's TDSQL‑C Won SIGMOD: Inside the Spitfire Three‑Tier Buffer Manager

Tencent Cloud's TDSQL‑C database technology was selected for the 2021 SIGMOD conference, showcasing its cloud‑native architecture, massive performance gains, and the award‑winning Spitfire three‑tier buffer manager that leverages DRAM, NVM, and simulated annealing for optimal data migration.

Cloud NativeSIGMODSpitfire
0 likes · 6 min read
How Tencent's TDSQL‑C Won SIGMOD: Inside the Spitfire Three‑Tier Buffer Manager
Tencent Database Technology
Tencent Database Technology
Jan 28, 2021 · Databases

Tencent Cloud Database Kernel Research Accepted at SIGMOD and ICDE: Spitfire Buffer Manager and TLBtree Index

Tencent Cloud's native database team announced two breakthrough research papers—Spitfire, a three‑tier buffer manager for DRAM and NVM, and TLBtree, a read/write‑optimized tree index for non‑volatile memory—both accepted at top‑tier conferences SIGMOD and ICDE, highlighting novel memory‑aware storage techniques and collaborative achievements with leading universities.

ICDEIndex StructuresNon-Volatile Memory
0 likes · 8 min read
Tencent Cloud Database Kernel Research Accepted at SIGMOD and ICDE: Spitfire Buffer Manager and TLBtree Index
Tencent Database Technology
Tencent Database Technology
Jul 8, 2019 · Databases

SIGMOD 2019 Highlights: Blockchain Keynote, CDBTune Paper on Cloud Database Tuning, and Emerging Database Research

The report summarizes SIGMOD/PODS 2019 in Amsterdam, covering a blockchain-focused keynote, the CDBTune paper on end‑to‑end automatic cloud database tuning using deep reinforcement learning, modern hardware research, award‑winning systems, and related industry activities, providing a comprehensive academic overview.

BlockchainCloud DatabaseDatabase Tuning
0 likes · 7 min read
SIGMOD 2019 Highlights: Blockchain Keynote, CDBTune Paper on Cloud Database Tuning, and Emerging Database Research
AntTech
AntTech
Jul 10, 2018 · Databases

SIGMOD 2018 Conference Report and Paper Highlights by Ant Group OceanBase

The article provides a comprehensive overview of SIGMOD 2018 in Houston, summarizing keynotes, best paper, emerging database trends such as cloud, new hardware, autonomous and AI‑enhanced systems, and detailed analyses of eight industry papers presented at the conference.

AI+DBCloud DatabasesDatabase Systems
0 likes · 15 min read
SIGMOD 2018 Conference Report and Paper Highlights by Ant Group OceanBase