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619 results

Backend Development Jul 19, 2024 Spring Full-Stack Practical Cases

Boost Spring Boot 3.2 Performance: CDS, Virtual Threads, GraalVM & Observability

This article explains how Spring Boot 3.2 can be accelerated with Class Data Sharing, virtual threads, GraalVM native images, ProblemDetail error handling, and new observability features, providing practical commands and code examples for faster startup, lower memory usage, and richer monitoring.

JVMPerformanceObservabilitySpring BootVirtual ThreadsGraalVMCDS

Operations Jul 15, 2024 Alibaba Cloud Infrastructure

Managing LLM Traffic in Alibaba Service Mesh (ASM): Routing, Observability, and Security

This article explains how to use Alibaba Service Mesh (ASM) to register large language model (LLM) providers, configure LLMProvider and LLMRoute resources, and implement traffic routing, observability, and security for LLM services through step‑by‑step Kubernetes manifests and curl tests.

AILLMObservabilityKubernetesTraffic RoutingService MeshASM

Backend Development Jul 14, 2024 Spring Full-Stack Practical Cases

Master Spring Boot Observability with @Timed, @Counted, and @MeterTag

Learn how to enable comprehensive observability in Spring Boot 3.2.5 by leveraging Micrometer’s @Timed, @Counted, and @MeterTag annotations, configuring Actuator endpoints, and customizing aspects to monitor method execution time, request counts, and parameters, complete with practical code examples and Prometheus integration.

BackendJavaObservabilityPrometheusSpring BootMicrometer

Frontend Development Jun 18, 2024 Bilibili Tech

Design and Implementation of a Front-End Observability System for Business Monitoring

The article describes a unified front‑end observability platform that standardizes data‑point collection via a common SDK, automatically generates health and business dashboards, integrates real‑time monitoring and heatmaps, and has been adopted on 140 pages, delivering faster first‑screen loads, lower error and bounce rates, and higher conversion.

frontendobservabilitysystem designperformance monitoringdashboarduser behavior analysis

Operations Jun 2, 2024 Efficient Ops

Why Observability Is the Key to Reliable Distributed Systems

Observability, defined as measuring system state through logs, metrics, and tracing, enhances stability of distributed architectures by enabling rapid fault detection, deeper insight, and proactive issue resolution, distinguishing it from traditional monitoring and supporting DevOps, SRE, and business objectives.

distributed systemsmonitoringobservabilitydevopsmetricsloggingtracing

Operations May 23, 2024 Cognitive Technology Team

eBPF + LLM: Building the Infrastructure for Observability Agents

The article explains how zero‑intrusion eBPF provides full‑stack, high‑quality observability data that, when combined with large language models, enables AI‑driven agents to automate ticket handling, change impact analysis, and vulnerability triage, dramatically improving operational efficiency.

LLMObservabilityDistributed TracingeBPFAI AgentProfiling

Operations May 22, 2024 DataFunSummit

Building an Observability System: Practices and Solutions from Yanhuang Data

This article explains how to build a robust observability system for cloud‑native microservice architectures, detailing the three core signals—metrics, traces, and logs—common challenges such as complexity and data silos, and presents Yanhuang Data’s integrated platform with unified data collection, storage, analysis, and visualization solutions.

cloud nativeObservabilityKubernetesMetricsLogsTraces

Operations May 19, 2024 Efficient Ops

Why Observability Is the Key to Simplifying Modern Microservices

This article explains how containerization and Kubernetes gave rise to micro‑services, why observability (metrics, logging, tracing, profiling) became essential for managing their complexity, and how OpenTelemetry’s unified data model enables seamless integration of these signals across modern cloud‑native stacks.

microservicesobservabilitymetricsservice-meshtracingprofiling

Backend Development Apr 2, 2024 Tencent Cloud Developer

tRPC Scaffolding Tooling and Observability Best Practices for Tencent Docs Backend

By introducing the unified tRPC scaffolding tool trpcx and embedding OpenTelemetry‑generated observability configurations, the Tencent Docs backend team streamlined service creation, standardized directory structures, migrated metrics and logs to ClickHouse for cost‑effective performance, and established best‑practice workflows that dramatically improve development speed and fault‑diagnosis efficiency.

microservicesBackend DevelopmentMetricsOpenTelemetryClickHouseObservabilitytRPC

Backend Development Mar 6, 2024 Tencent Cloud Developer

Developing a Business Gateway: Protocol Conversion, Performance, and Observability

The article details how a Node‑based business gateway for QQ Channel services replaced legacy RPC with a lightweight tRPC solution, achieving ten‑fold latency reduction, higher QPS, improved security and availability, and added observability through logging, metrics, and a WebSocket push layer.

performanceobservabilityNode.jssecuritygatewaytRPC

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