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662 results

Frontend Development Mar 23, 2025 Rare Earth Juejin Tech Community

Designing Effective Front-End Error Monitoring and Reporting Strategies

This article explains the core value of front‑end error monitoring, outlines key error categories, presents practical code examples for capturing explicit, implicit, resource, promise and framework errors, and proposes a multi‑layer defense strategy to improve observability, response time and team collaboration.

frontendperformancejavascriptwebobservabilityerror-monitoring

Artificial Intelligence Mar 20, 2025 ByteDance Cloud Native

How to Deploy DeepSeek‑R1 671B on AIBrix: Multi‑Node GPU Inference in Hours

This guide explains how to use the AIBrix distributed inference platform to deploy the massive DeepSeek‑R1 671B model across multiple GPU nodes, covering cluster setup, custom vLLM images, storage options, RDMA networking, autoscaling, request handling, and observability, turning a weeks‑long deployment into an hour‑scale process.

Distributed InferencevLLMDeepSeek-R1GPU ClusterAIBrix

Operations Mar 20, 2025 360 Zhihui Cloud Developer

Unlocking Application Reliability: Core APM Modules and Yunzhou’s OpenTelemetry Design

This article explains Application Performance Monitoring (APM), its key benefits such as business continuity, performance optimization, and cost reduction, outlines essential APM modules, and details Yunzhou Observation’s OpenTelemetry‑based design, data ingestion, processing, visualization, and future roadmap for observability.

cloud nativeAPMobservabilityOpenTelemetryperformance monitoringtrace analysis

Cloud Native Mar 19, 2025 Tencent Cloud Developer

Kubernetes Monitoring: Why It’s Needed, Core Components, and Metric Exposure

Monitoring Kubernetes is essential to detect resource contention, component failures, and network issues; it involves tracking core component metrics such as API server latency, etcd write times, scheduler delays, as well as node‑level CPU, memory, disk, and network statistics, pod health, and custom application metrics exposed via Prometheus exporters for comprehensive observability.

MonitoringCloud NativeObservabilityKubernetesMetricsPrometheusExporters

Cloud Native Mar 18, 2025 Cloud Native Technology Community

Best Practices for Managing Core Services in Large‑Scale Kubernetes Deployments

Scaling Kubernetes across dozens or hundreds of clusters requires standardized core services—networking, security, observability, and automation—so organizations should adopt templated configurations, GitOps tools, centralized monitoring, and automated certificate management to reduce complexity, improve security, and lower operational overhead.

cloud nativeAutomationObservabilityKubernetesGitOpsCluster Management

Operations Mar 4, 2025 Efficient Ops

Mastering SRE: How to Define SLIs, SLOs, and Build Reliable Cloud‑Native Systems

This article explains how SRE teams should collaboratively define Service Level Indicators, Objectives, and Agreements, and then cover reliability, performance, observability signals, error budgeting, risk management, incident handling, and the engineering work needed to build robust cloud‑native platforms.

observabilitySREincident managementSLOerror budgetSLI

Operations Feb 27, 2025 360 Zhihui Cloud Developer

How 360’s Unified Alert Service Boosts System Reliability and Cuts MTTR

This article explains the importance, pain points, architecture, core capabilities, and future roadmap of the 360 Zhihui Cloud "Yunzhou" unified alert service, showing how it improves observability, reduces alert noise, and accelerates incident response for modern cloud‑native systems.

monitoringcloud nativeoperationsobservabilityalertingincident response

Artificial Intelligence Feb 25, 2025 Bilibili Tech

Design and Implementation of a Live Streaming Highlight System with AI Optimization

The paper details a live‑streaming highlight system that integrates heterogeneous data sources, uses a three‑stage pipeline with MySQL/Redis storage, applies sliding‑window interval optimization and AI‑driven title generation, scoring, and segment selection, managed by a shared state‑machine, and outlines future stability and observability improvements.

backend architectureData ProcessingRedisMySQLAI OptimizationHighlight SystemLive Streaming

Cloud Native Feb 18, 2025 Linux Ops Smart Journey

Deploy Filebeat with Helm on Kubernetes: Automated Log Collection to Kafka

This step‑by‑step guide shows how to use a Helm chart to deploy Filebeat in a Kubernetes cluster, automatically collect container logs, and forward them to a Kafka cluster for reliable, scalable observability.

Cloud NativeObservabilityKubernetesKafkaLog CollectionHelmFilebeat

Artificial Intelligence Feb 8, 2025 Alibaba Cloud Infrastructure

Deploying a Production‑Ready DeepSeek‑R1 Inference Service on Alibaba Cloud ACK with KServe

This guide explains how to deploy a production‑ready DeepSeek‑R1 inference service on Alibaba Cloud ACK using KServe, covering model preparation, storage configuration, service deployment, observability, autoscaling, model acceleration, gray‑release and GPU‑shared inference.

LLMDeepSeekGPUAlibaba CloudInferenceModel ServingKServe

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