Intelligent Operations

Bilibili Tech

Oct 29, 2024 · Big Data

Bilibili One‑Stop Big Data Cluster Management Platform (BMR): Architecture, Modules, and Future Outlook

Bilibili's One‑Stop Big Data Cluster Management Platform (BMR) unifies cluster, metadata, intelligent operations, and custom managers to oversee 50+ services, 10,000 machines, exabyte storage, and millions of cores, using cloud‑native containers, fault prediction, and resource‑sharing techniques to boost efficiency, stability, and cost savings.

BMRBig DataCluster Management

0 likes · 17 min read

Bilibili One‑Stop Big Data Cluster Management Platform (BMR): Architecture, Modules, and Future Outlook

Efficient Ops

Oct 19, 2024 · Operations

How Migu’s Cloud Gaming Platform Achieved Leading AIOps Observability Standards

Migu Interactive Entertainment’s interview reveals how its cloud gaming platform leveraged AI, 5G, and standardized observability practices to pass both international and domestic AIOps assessments, highlighting the strategic importance of intelligent operations for business continuity in complex, distributed systems.

AIAIOpsCloud Gaming

0 likes · 17 min read

How Migu’s Cloud Gaming Platform Achieved Leading AIOps Observability Standards

Xiaohongshu Tech REDtech

Oct 9, 2024 · Operations

AIOps Implementation at Xiaohongshu: Fault Localization and Intelligent Operations

Xiaohongshu’s AIOps initiative builds a four‑layer framework that leverages machine‑learning‑driven anomaly detection, causal analysis, and trace‑based fault localization to automatically identify root‑cause services in micro‑service environments, achieving over 80 % accuracy across 1000 daily diagnoses while guiding future enhancements in change correlation and automated remediation.

AIOpsAnomaly DetectionDevOps

0 likes · 28 min read

AIOps Implementation at Xiaohongshu: Fault Localization and Intelligent Operations

DataFunSummit

Jul 15, 2024 · Operations

Intelligent Operations (AIOps) Insights, Planning, and Large‑Model Agent Practices at ByteDance

The article summarizes ByteDance's intelligent operations (AIOps) strategy, covering frontier concepts, a five‑level automation roadmap, large‑model applications for fault diagnosis and smart Q&A, and a comprehensive AIOps platform that accelerates algorithm deployment, improves efficiency, and reduces operational costs.

AI agentsAIOpsIntelligent Operations

0 likes · 21 min read

Intelligent Operations (AIOps) Insights, Planning, and Large‑Model Agent Practices at ByteDance

ByteDance SYS Tech

Jun 30, 2024 · Operations

How Large‑Model AI Is Transforming Intelligent Operations (AIOps)

This article explores the latest concepts, planning roadmap, and practical applications of large‑model AI in intelligent operations, detailing AIOps use cases, system‑level automation, multi‑agent architectures, and how a dedicated platform accelerates deployment and efficiency across data‑center environments.

AI agentsAIOpsAutomation

0 likes · 18 min read

How Large‑Model AI Is Transforming Intelligent Operations (AIOps)

JD Tech Talk

Jun 20, 2024 · Artificial Intelligence

Applying Large Language Models to Courier Operations: Intelligent Operations, Q&A, Prompting, and Agents

This article describes how large language models such as ChatGPT are integrated into courier terminal systems to automate tasks, enhance intelligent voice operations, enable retrieval‑augmented question answering, generate smart prompts, and explore agent‑based workflows, supported by code examples for data extraction, splitting, and embedding.

AI for logisticsIntelligent OperationsRetrieval-Augmented Generation

0 likes · 14 min read

Applying Large Language Models to Courier Operations: Intelligent Operations, Q&A, Prompting, and Agents

Efficient Ops

Dec 18, 2023 · Artificial Intelligence

How Mobile Cloud Earned Top‑Tier AIOps Certification and What It Means for Intelligent Operations

The article details Mobile Cloud's successful third‑level AIOps assessment by the China Information and Communication Academy, explores the platform's architecture and intelligent operation capabilities, shares interview insights on challenges, benefits, and future plans, and presents industry‑wide AIOps maturity statistics.

AIOpsIT OperationsIntelligent Operations

0 likes · 12 min read

How Mobile Cloud Earned Top‑Tier AIOps Certification and What It Means for Intelligent Operations

Efficient Ops

Nov 8, 2023 · Operations

How Intelligent Operations (AIOps) Transforms IT Management and Self‑Healing

This article explains what intelligent operations (AIOps) are, outlines a four‑layer platform architecture, and showcases real‑world practices such as load‑balancing link repair, MySQL container self‑healing, composite service tracing, component‑based orchestration, and AI‑driven log analysis, concluding with future prospects.

AIOpsAutomationIT Operations

0 likes · 7 min read

How Intelligent Operations (AIOps) Transforms IT Management and Self‑Healing

Alibaba Cloud Infrastructure

Sep 19, 2023 · Cloud Computing

AI‑Era Cloud Infrastructure: High Compute Density, Linear Scalability and Intelligent Operations – Highlights from the 2023 Open Data Center Conference

The 2023 Open Data Center Conference in Beijing showcased Alibaba Cloud's AI‑era infrastructure innovations—including high‑density compute clusters, predictable high‑performance networking, intelligent power‑simulation systems, battery diagnostics, liquid‑cooling solutions, and modular server standards—demonstrating how cloud platforms are being rebuilt to meet the demands of large AI models and sustainable operation.

AIIntelligent OperationsModular Servers

0 likes · 10 min read

AI‑Era Cloud Infrastructure: High Compute Density, Linear Scalability and Intelligent Operations – Highlights from the 2023 Open Data Center Conference

Efficient Ops

May 22, 2023 · Operations

What’s Driving China’s AIOps Evolution? Insights from the 2023 Survey

The 2023 China AIOps Status Survey, launched by CAICT and the Cloud Computing Open Source Industry Alliance, gathers input from over 60 enterprises to reveal current intelligent‑operations practices, observability adoption, generative AI prospects, and best‑practice case studies, while inviting participants to shape the upcoming report.

AIOpsIndustry SurveyIntelligent Operations

0 likes · 9 min read

What’s Driving China’s AIOps Evolution? Insights from the 2023 Survey

Efficient Ops

Apr 16, 2023 · Operations

How Capability Platforms Empower Intelligent Container Cloud Operations

At the 20th GOPS Global Operations Conference, China Mobile Jiangsu showcased how its capability platform leverages AI, big data, and blockchain to automate health scoring and intelligent inspection, dramatically improving container‑cloud operational efficiency and paving the way for smarter, SRE‑driven DevOps practices.

Artificial IntelligenceBig DataCapability Platform

0 likes · 5 min read

How Capability Platforms Empower Intelligent Container Cloud Operations

Efficient Ops

Jan 16, 2023 · Artificial Intelligence

How China Mobile’s AIOps Platform Achieved Top‑Tier Evaluation and What It Means for Intelligent Operations

This article explains the concept of AIOps, details China Mobile Information Technology's successful comprehensive‑level assessment of its centralized operations management platform's fault‑self‑healing module, shares insights from an interview with the project director, and introduces the national AIOps capability maturity model.

AI in ITAIOpsCapability Maturity Model

0 likes · 9 min read

How China Mobile’s AIOps Platform Achieved Top‑Tier Evaluation and What It Means for Intelligent Operations

Efficient Ops

Jan 9, 2023 · Operations

How Guotai Junan’s AIOps Platform Achieved Top‑Tier Evaluation in Intelligent Operations

Guotai Junan’s Intelligent Operations Service Platform, powered by AI‑driven AIOps, passed the China Academy of Information and Communications Technology’s excellence assessment for anomaly detection, showcasing advanced data‑driven monitoring, digital‑transformation initiatives, and future plans for fault prediction, self‑healing, and comprehensive operations intelligence.

AIOpsDigital TransformationIT Operations

0 likes · 15 min read

How Guotai Junan’s AIOps Platform Achieved Top‑Tier Evaluation in Intelligent Operations

Efficient Ops

Jan 9, 2023 · Operations

Guotai Junan’s AIOps Success: Inside the Award‑Winning Intelligent Operations Platform

The article explains how AIOps—AI‑driven IT operations—has become a strategic trend, details Guotai Junan’s award‑winning intelligent operations platform that achieved the top‑level “exception detection” evaluation, and shares interview insights on implementation, challenges, and future directions.

AIOpsDigital TransformationIT Operations

0 likes · 16 min read

Guotai Junan’s AIOps Success: Inside the Award‑Winning Intelligent Operations Platform

DataFunSummit

Dec 4, 2022 · Big Data

Star River Data Scheduling Platform: Architecture, Evolution, and Intelligent Operations at 58.com

This article details the design, evolution, and core capabilities of 58.com's self‑developed Star River data scheduling platform, covering its positioning, architectural challenges, high‑availability master design, intelligent monitoring, baseline management, and future roadmap for big‑data operations.

Big DataDistributed SystemsHigh Availability

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Star River Data Scheduling Platform: Architecture, Evolution, and Intelligent Operations at 58.com

Tencent Architect

Nov 28, 2022 · Operations

How Tencent CDN Achieves Business Continuity with Intelligent Operations

This article details Tencent CDN's extensive business continuity challenges—including bandwidth, device resources, and massive request volumes—and explains how a fault‑management lifecycle, AIOps components, intelligent alerting, and automated capacity planning together enable resilient, automated operations.

AIOpsBusiness ContinuityCDN

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How Tencent CDN Achieves Business Continuity with Intelligent Operations

DataFunSummit

Oct 24, 2022 · Databases

Intelligent Operations: Challenges and Solutions with the IoTDB Time‑Series Database

This article examines the data challenges faced by intelligent operations (AIOps), evaluates IoTDB against other time‑series databases through performance benchmarks, outlines Cloudwise's architecture and open‑source contributions, and presents real‑world case studies demonstrating anomaly detection and root‑cause analysis in industrial settings.

AIOpsBig DataIntelligent Operations

0 likes · 15 min read

Intelligent Operations: Challenges and Solutions with the IoTDB Time‑Series Database

Efficient Ops

Aug 31, 2022 · Operations

How Intelligent Operations and Observability Transform Cloud‑Native Environments

In this talk, Wu Yakun from Guance Cloud explains the shortcomings of traditional operations, introduces intelligent, data‑driven approaches for the cloud‑native era, and outlines how unified data collection, observability, and SLO‑based monitoring can dramatically improve fault detection and system reliability.

Intelligent OperationsObservabilitySLO

0 likes · 16 min read

How Intelligent Operations and Observability Transform Cloud‑Native Environments

Efficient Ops

May 15, 2022 · Artificial Intelligence

What’s the Current State of AIOps in China? Join the 2022 Survey

The article introduces the 2022 China AIOps Current Situation Survey, explains how rapid data growth and digital transformation are driving intelligent operations, outlines the joint effort of over 60 enterprises to compile the report, and invites industry professionals to contribute their insights through an online questionnaire.

AIOpsArtificial IntelligenceIT Operations

0 likes · 6 min read

What’s the Current State of AIOps in China? Join the 2022 Survey

NetEase Game Operations Platform

Apr 23, 2022 · Artificial Intelligence

Design and Implementation of an AI‑Driven Intelligent Operations Platform for Game Services

The article presents a comprehensive overview of an AI‑ops platform for game operations, covering its background, roadmap, team structure, business scenarios, anomaly‑detection techniques, platform architecture, detection workflow, model deployment, and intelligent fault‑management strategies.

AIOpsAnomaly DetectionIntelligent Operations

0 likes · 20 min read

Design and Implementation of an AI‑Driven Intelligent Operations Platform for Game Services