How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture

This article explains how Volcano Engine's veDB leverages compute‑storage separation, Kubernetes operators, and declarative operations to achieve extreme deployment density, seamless scaling, and high‑availability for millions of database instances, while addressing the challenges of traditional VM‑based deployments.

Cloud NativeOperatordatabase scaling

0 likes · 14 min read

How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture

Volcano Engine Developer Services

Jan 8, 2026 · Databases

How VeDB Accelerates Fault Diagnosis with AI‑Powered RCA and Full‑SQL Insight

VeDB, ByteDance's cloud‑native distributed database, combines a four‑layer monitoring architecture, AI‑driven root‑cause analysis, full‑SQL insight, and second‑level metric collection to dramatically shorten MTTR, improve reliability, and support massive, high‑concurrency workloads across diverse production scenarios.

AIRCAdiagnostics

0 likes · 18 min read

How VeDB Accelerates Fault Diagnosis with AI‑Powered RCA and Full‑SQL Insight

ByteDance Cloud Native

Sep 7, 2023 · Cloud Native

How CDSBen Bridges Database Transactions and Storage I/O for Accurate Cloud‑Native Benchmarking

This article introduces the CDSBen model, a machine‑learning‑based benchmark that translates real database transaction patterns into storage‑layer I/O workloads, enabling precise, isolated performance testing of the cloud‑native veDB storage system.

CDSBencloud-nativedatabase benchmarking

0 likes · 11 min read

How CDSBen Bridges Database Transactions and Storage I/O for Accurate Cloud‑Native Benchmarking