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DataFunSummit
DataFunSummit
May 18, 2026 · Cloud Native

How AI Is Redefining Cloud‑Native Databases: The Serverless Elasticity and Evolution of TDSQL‑C

The article outlines how Tencent Cloud's TDSQL‑C tackles the four core pain points of traditional databases—elasticity, tuning difficulty, cost waste, and operational complexity—by adopting a storage‑compute‑separated, Serverless architecture, AI‑driven predictive scaling, a self‑learning optimizer, and the AI Navigator management system, delivering up to 30% performance gains and 20% cost reduction in real‑world use cases.

AI optimizerHermes AgentServerless
0 likes · 13 min read
How AI Is Redefining Cloud‑Native Databases: The Serverless Elasticity and Evolution of TDSQL‑C
Baidu Tech Salon
Baidu Tech Salon
Nov 11, 2024 · Cloud Native

Baidu Cloud Native Data Platform: Empowering Enterprise AI in the LLM Era

To empower enterprise AI in the LLM era, Baidu Cloud unveils a cloud‑native data platform featuring upgraded databases—PegaDB, GaiaDB 5.0, Vector DB 2.0, Palo 2.0—and integrated services like DBSC 2.0, EDAP 2.0, and DBStack, delivering high‑performance, cost‑effective handling of structured, unstructured, and vector data for fine‑tuning and Enterprise RAG.

DBStackData LakehouseEDAP
0 likes · 10 min read
Baidu Cloud Native Data Platform: Empowering Enterprise AI in the LLM Era
DataFunSummit
DataFunSummit
Oct 24, 2023 · Databases

MatrixOne Storage Format Design Overview

This article introduces Shen Jiangwei, a MatrixOne storage engine engineer, and outlines his presentation on the design of MatrixOne's storage format, covering its motivation, data structures, performance and compatibility guarantees, and the system's cloud‑native OLTP/OLAP/Streaming capabilities.

MatrixOneOLAPOLTP
0 likes · 2 min read
MatrixOne Storage Format Design Overview
ITPUB
ITPUB
Dec 29, 2022 · Databases

How TDSQL‑C Accelerates Parallel Queries in Cloud‑Native Databases

This transcript details the design, implementation, and performance evaluation of TDSQL‑C's parallel query feature, covering product background, workload challenges, execution plans, Amdahl's law analysis, task scheduling, data partitioning, and future enhancements for cloud‑native database systems.

Amdahl's LawData PartitioningParallel Query
0 likes · 17 min read
How TDSQL‑C Accelerates Parallel Queries in Cloud‑Native Databases
Tencent Database Technology
Tencent Database Technology
Dec 31, 2021 · Databases

Practices and Exploration of Disaster Recovery in Cloud‑Native Database TDSQL‑C (formerly CynosDB)

This article examines the architecture differences between traditional MySQL and the cloud‑native TDSQL‑C database, outlines MySQL disaster‑recovery deployment models, and details TDSQL‑C’s multi‑dimensional disaster‑recovery system, including its agent‑scheduler design, cross‑AZ switching challenges, and mitigation strategies.

TDSQL-Ccloud-native databasedisaster recovery
0 likes · 10 min read
Practices and Exploration of Disaster Recovery in Cloud‑Native Database TDSQL‑C (formerly CynosDB)
Tencent Architect
Tencent Architect
Dec 30, 2021 · Databases

Practices and Exploration of Disaster Recovery in Tencent Cloud‑Native Database TDSQL‑C (formerly CynosDB)

This article examines the architecture differences between cloud‑native TDSQL‑C and traditional MySQL, outlines TDSQL‑C’s elastic, serverless, low‑latency features, compares MySQL disaster‑recovery models, and details the multi‑dimensional disaster‑recovery system and its cross‑AZ/Region challenges and solutions.

TDSQL-Ccloud-native databasedisaster recovery
0 likes · 9 min read
Practices and Exploration of Disaster Recovery in Tencent Cloud‑Native Database TDSQL‑C (formerly CynosDB)
dbaplus Community
dbaplus Community
Dec 18, 2017 · Databases

How Aurora Redefines Cloud‑Native Relational Databases: Architecture, Benefits, and Limits

This article interprets the 2017 SIGMOD paper on Amazon Aurora, explaining its cloud‑native architecture, key advantages such as self‑healing storage and reduced network I/O, the challenges it introduces, a comparison with traditional databases and TiDB, and insights into deployment, replication, and recovery mechanisms.

Amazon AuroraDatabase ArchitectureNewSQL
0 likes · 26 min read
How Aurora Redefines Cloud‑Native Relational Databases: Architecture, Benefits, and Limits