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Volcano Engine Developer Services

The Volcano Engine Developer Community, Volcano Engine's TOD community, connects the platform with developers, offering cutting-edge tech content and diverse events, nurturing a vibrant developer culture, and co-building an open-source ecosystem.

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Recent Articles

Latest from Volcano Engine Developer Services

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Volcano Engine Developer Services
Volcano Engine Developer Services
Sep 18, 2024 · Artificial Intelligence

How to Build an AI-Powered Lynkco Car Online Marketing Assistant

This article details the design and implementation of an AI-driven assistant for Lynkco car online marketing, covering its capabilities, workflow architecture, prompt engineering, intent recognition, backend operations, and report analysis to enhance sales conversion and user experience.

AI Assistantcar marketingsales enablement
0 likes · 18 min read
How to Build an AI-Powered Lynkco Car Online Marketing Assistant
Volcano Engine Developer Services
Volcano Engine Developer Services
Sep 11, 2024 · Artificial Intelligence

How Large Language Models are Transforming Computer Vision: From Image Understanding to Video Generation

This article reviews recent advances in applying large language models to computer vision, covering background challenges, unified multimodal modeling, the PixelLM architecture for pixel‑level understanding and generation, and new approaches to image and video creation such as StoryDiffusion, while outlining future research directions.

PixelLMStoryDiffusionVideo Generation
0 likes · 22 min read
How Large Language Models are Transforming Computer Vision: From Image Understanding to Video Generation
Volcano Engine Developer Services
Volcano Engine Developer Services
Sep 2, 2024 · Operations

How ByteDance Scales Disaster Recovery: From Single Data Center to Multi‑Region Active‑Active

This article details ByteDance’s disaster‑recovery evolution—from a single‑room deployment to same‑city multi‑data‑center setups and finally to active‑active multi‑region architectures—explaining the challenges, specific failure scenarios, and the strategic practices used to ensure continuous service during outages.

Infrastructuredisaster recoveryhigh availability
0 likes · 15 min read
How ByteDance Scales Disaster Recovery: From Single Data Center to Multi‑Region Active‑Active
Volcano Engine Developer Services
Volcano Engine Developer Services
Aug 20, 2024 · Databases

How Vector Databases Power RAG: Scaling, Algorithms, and Real‑World Trade‑offs

RAG technology leverages vector databases to provide context‑aware answers without updating model parameters, and this article explores how cloud search teams integrate multiple vector algorithms, balance cost, stability and latency, and adopt open‑source solutions like OpenSearch to build scalable, enterprise‑grade retrieval systems.

AIDiskANNOpenSearch
0 likes · 21 min read
How Vector Databases Power RAG: Scaling, Algorithms, and Real‑World Trade‑offs
Volcano Engine Developer Services
Volcano Engine Developer Services
Aug 15, 2024 · Artificial Intelligence

How We Built a Turing‑Test Game with Coze AI Agents: Lessons and Challenges

Discover how we created the AI‑powered game “I’m Surrounded by AI!” on the Coze Agent platform, detailing the game’s Turing‑test premise, workflow‑driven state management, code‑based variable handling, database integration, and the practical challenges we overcame to deliver an engaging human‑vs‑AI experience.

AI AgentCozeState Management
0 likes · 10 min read
How We Built a Turing‑Test Game with Coze AI Agents: Lessons and Challenges
Volcano Engine Developer Services
Volcano Engine Developer Services
Aug 8, 2024 · Cloud Native

How HTTPDNS Edge Migration Boosted Performance and Cut Costs by 35%

This article details the end‑to‑end migration of ByteDance's HTTPDNS service from a central cloud to edge nodes, covering technical challenges in service placement and traffic scheduling, the edge‑native solutions implemented with visualization models and GTM, and the resulting performance, cost and reliability gains.

HTTPDNSPerformance optimizationTraffic Scheduling
0 likes · 13 min read
How HTTPDNS Edge Migration Boosted Performance and Cut Costs by 35%
Volcano Engine Developer Services
Volcano Engine Developer Services
Aug 8, 2024 · Databases

How ByConity Powers Real‑Time Telecom Data Analytics: A Deep Dive

This article details Haijing Technology's challenges with real‑time telecom data analysis, explains why traditional Hadoop and ClickHouse solutions fell short, and shows how ByConity's unified engine, multi‑table joins, and elastic scaling enable efficient, low‑latency analytics across complex B‑O‑M domains.

ByConityData integrationMPP database
0 likes · 10 min read
How ByConity Powers Real‑Time Telecom Data Analytics: A Deep Dive
Volcano Engine Developer Services
Volcano Engine Developer Services
Aug 6, 2024 · Artificial Intelligence

How an AI-Powered Bot Turns Excel Files into Interactive Reports

This article introduces an AI‑driven Smart Report Assistant Bot that automatically converts uploaded Excel files into recommended charts, allows users to customize reports, and details the underlying workflow—including Excel parsing, LLM‑generated SQL, dynamic table creation, chart rendering with ECharts, and image‑merging plugins.

AIBotECharts
0 likes · 8 min read
How an AI-Powered Bot Turns Excel Files into Interactive Reports
Volcano Engine Developer Services
Volcano Engine Developer Services
Jul 3, 2024 · Backend Development

How We Scaled a Billion‑Item Search Engine with Elasticsearch: From Zero to One

This article details the practical journey of building and scaling an Elasticsearch‑based search system that supports tens of millions to billions of items, covering architecture design, capacity planning, multi‑data‑center deployment, data synchronization via RocketMQ and Flink, and multi‑layer reconciliation to ensure consistency and high QPS.

ConsistencyElasticsearchFlink
0 likes · 15 min read
How We Scaled a Billion‑Item Search Engine with Elasticsearch: From Zero to One