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Efficient Ops
Efficient Ops
Nov 9, 2025 · Operations

How Tencent’s PCG Achieves Full‑Link Observability and AI‑Powered SRE

The talk details Tencent PCG’s end‑to‑end observability platform, its data‑standardization pipeline, client‑backend session linking, AI‑enhanced SRE Agent with large language models, and the roadmap toward a SaaS offering, illustrating how modern operations integrate AI for rapid fault localization.

AIObservabilitySRE
0 likes · 17 min read
How Tencent’s PCG Achieves Full‑Link Observability and AI‑Powered SRE
ITPUB
ITPUB
Jul 31, 2022 · Operations

How Bilibili Scaled Live Gift Revenue with Full‑Link Automated Load Testing

This article details Bilibili's end‑to‑end full‑link load‑testing solution for its live‑stream gifting service, covering industry alternatives, the chosen architecture, a three‑stage automated testing framework, link analysis, configuration, validation, and practical case studies to ensure system stability under massive traffic spikes.

BilibiliLoad Testingfull‑link
0 likes · 16 min read
How Bilibili Scaled Live Gift Revenue with Full‑Link Automated Load Testing
Efficient Ops
Efficient Ops
Jan 20, 2021 · Operations

Log vs Network Data: Which Wins Full‑Link Monitoring in Modern Distributed Systems?

With the shift from monolithic to distributed architectures, this article compares log‑based and network‑data‑based monitoring across data sources, precision, monitoring paths, and implementation methods, concluding that network‑data monitoring offers superior real‑time insight, lower cost, and faster deployment for full‑link observability.

full‑linklog-analysismonitoring
0 likes · 11 min read
Log vs Network Data: Which Wins Full‑Link Monitoring in Modern Distributed Systems?
dbaplus Community
dbaplus Community
Aug 3, 2020 · Operations

How iQIYI Built a Full‑Link Automated Monitoring Platform for Microservices

iQIYI’s tech product team designed a unified full‑link automated monitoring platform that integrates link, metric, and log collection with deep analysis, enhancing fault localization, performance insight, and scalability across microservices, while addressing limitations of existing tools like ELK, Prometheus, and Dapper.

MetricsObservabilityfull‑link
0 likes · 15 min read
How iQIYI Built a Full‑Link Automated Monitoring Platform for Microservices
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 28, 2018 · Operations

How Alibaba Achieves Full‑Link Business Monitoring: A Practical Guide

Alibaba’s infrastructure team introduces a full‑link business monitoring approach that visualizes end‑to‑end health from a business perspective, unifies metrics, automates data collection, and leverages intelligent baseline alerts, enabling rapid issue detection, precise root‑cause analysis, and fine‑grained dimension monitoring across services.

AlibabaOperationsbusiness metrics
0 likes · 11 min read
How Alibaba Achieves Full‑Link Business Monitoring: A Practical Guide