Tagged articles

distributed tracing

208 articles · Page 3 of 3

Dec 1, 2016 · Operations

Why Distributed Tracing Systems Are Essential for Modern Microservices

As microservice architectures grow, service calls become increasingly complex, involving dozens of services and teams, making rapid fault localization and comprehensive data analysis critical; distributed tracing systems address these challenges by providing end‑to‑end visibility, low‑overhead instrumentation, and scalable monitoring across large‑scale applications.

Performance MonitoringSystem Designdistributed tracing

0 likes · 8 min read

Why Distributed Tracing Systems Are Essential for Modern Microservices

Architecture Digest

Oct 25, 2016 · Backend Development

MTrace: Meituan‑Dianping Distributed Session Tracing System Design and Practice

The article introduces MTrace, Meituan‑Dianping’s large‑scale distributed session tracing system, explaining its call‑chain concept, architecture, data‑embedding SDK, trace and span identifiers, APIs for transparent data propagation, and how it enables bottleneck detection, performance optimization, and comprehensive monitoring across heterogeneous backend services.

Performance MonitoringService Governancebackend observability

0 likes · 11 min read

MTrace: Meituan‑Dianping Distributed Session Tracing System Design and Practice

Meituan Technology Team

Oct 14, 2016 · Backend Development

Large-Scale Service Governance Design and Practice Using MTrace

MTrace, Meituan‑Dianping’s internal distributed tracing platform, assigns a global 64‑bit traceId to each request, instruments RPC, HTTP, database and messaging calls, aggregates data via Kafka into HBase and Hive, and visualizes the full call chain to pinpoint network cross‑datacenter traffic, latency bottlenecks, redundant calls, and correlated exceptions, thereby enabling systematic service‑level optimization.

BackendMTraceService Governance

0 likes · 12 min read

Large-Scale Service Governance Design and Practice Using MTrace

dbaplus Community

May 11, 2016 · Operations

Inside Twitter’s Massive Monitoring Stack: Architecture, Metrics, and Lessons Learned

Twitter’s internal monitoring team built a full‑stack observability platform that handles billions of metric writes per minute, supports distributed tracing, log aggregation, visual dashboards, and alerting across data centers and public clouds, and shares the architecture, components, and key lessons learned.

Twitteralertingdistributed tracing

0 likes · 18 min read

Inside Twitter’s Massive Monitoring Stack: Architecture, Metrics, and Lessons Learned

21CTO

Apr 24, 2016 · Backend Development

Inside Sina Weibo’s Third-Gen Backend Architecture for 100M+ Users

To support over 140 million monthly active users, Sina Weibo evolved from a simple LAMP stack to a sophisticated third‑generation architecture featuring layered interfaces, service and resource tiers, custom RPC and messaging frameworks, SSD caching, and a large‑scale distributed tracing system called WatchMan.

backend architecturedistributed tracinglarge-scale web

0 likes · 11 min read

Architect

Nov 8, 2015 · Backend Development

Weibo Platform Third‑Generation Architecture Overview

The article details how Weibo evolved from a LAMP‑based first generation to a third‑generation, orthogonal three‑layer (interface, service, resource) and four‑vertical (business, technology, monitoring, governance) architecture that supports massive high‑availability, high‑concurrency workloads with middleware such as Web V4, MCQ, Motan, object store, SSDCache, and the WatchMan distributed tracing system.

Platform ArchitectureWeibobackend development

0 likes · 10 min read

Weibo Platform Third‑Generation Architecture Overview

21CTO

Aug 15, 2015 · Backend Development

Inside Weibo’s Third‑Generation Backend Architecture: Scalability and High‑Availability

An in‑depth look at Weibo’s evolution to its third‑generation backend system, detailing the orthogonal decomposition model, three‑tier horizontal layering, key middleware such as MCQ, Motan RPC, SSDCache, and the WatchMan tracing platform that together enable high‑availability, massive concurrency, and low‑latency services for billions of users.

backend architecturedistributed tracinghigh availability

0 likes · 12 min read

Inside Weibo’s Third‑Generation Backend Architecture: Scalability and High‑Availability

Qunar Tech Salon

Nov 17, 2014 · Cloud Native

Service Scalability Challenges and Architectural Solutions in the Cloud Era

In the cloud and mobile era, while many scalability issues can be addressed by cloud platforms, services still face challenges such as remote RPC calls, distributed tracing, configuration management including service discovery and load balancing, and scheduling with lifecycle management, prompting architects to design transparent, pluggable solutions.

RPCdistributed tracingservice discovery

0 likes · 7 min read

Service Scalability Challenges and Architectural Solutions in the Cloud Era