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Architecture Digest
Architecture Digest
Jan 8, 2023 · Operations

Design and Evolution of Vivo Server Monitoring System

This article systematically presents the business background, basic monitoring workflow, usage guidelines, OpenTSDB fundamentals, code precision issues, vmonitor collector architecture, old and new system designs, core alerting metrics, demo illustrations, and a comparison with mainstream monitoring solutions, offering insights for technology selection.

AlertingMonitoringOpenTSDB
0 likes · 18 min read
Design and Evolution of Vivo Server Monitoring System
Architecture Digest
Architecture Digest
Jul 2, 2022 · Operations

Design and Evolution of Vivo Server‑Side Monitoring System

This article systematically outlines the design, components, data flow, and evolution of Vivo’s server‑side monitoring system, covering data collection, transmission, storage with OpenTSDB, visualization, alerting mechanisms, and comparisons with other monitoring solutions.

AlertingMonitoringOpenTSDB
0 likes · 19 min read
Design and Evolution of Vivo Server‑Side Monitoring System
vivo Internet Technology
vivo Internet Technology
Feb 16, 2022 · Operations

Vivo Server Monitoring System Architecture and Evolution: A Comprehensive Technical Guide

Vivo’s vmonitor system replaces its legacy RabbitMQ‑based pipeline with an HTTP‑driven collector and gateway, stores minute‑level JVM, system, and business metrics in a customized OpenTSDB on HBase, adds precise floating‑point handling and null‑aware aggregation, buffers data in Redis, and provides multi‑dimensional alerts comparable to Zabbix, Open‑Falcon, and Prometheus.

AlertingDistributed MonitoringHBase
0 likes · 18 min read
Vivo Server Monitoring System Architecture and Evolution: A Comprehensive Technical Guide
DataFunTalk
DataFunTalk
Jul 20, 2021 · Databases

Time‑Series Database Series: Trends, Design Principles, and Comparative Analysis of OpenTSDB, InfluxDB, and Apache IoTDB

This article explores the evolution and current landscape of time‑series databases, detailing design principles, storage structures such as B‑Tree, B+Tree, and LSM‑Tree, and providing an in‑depth comparison of OpenTSDB, InfluxDB, and the emerging Apache IoTDB, while also discussing practical deployment considerations and industry use cases.

Apache IoTDBB-TreeInfluxDB
0 likes · 38 min read
Time‑Series Database Series: Trends, Design Principles, and Comparative Analysis of OpenTSDB, InfluxDB, and Apache IoTDB
vivo Internet Technology
vivo Internet Technology
Jul 8, 2020 · Databases

OpenTSDB: Architecture, Data Model, and HBase Integration for Time-Series Data Storage

The article offers a detailed technical overview of OpenTSDB’s architecture and data model, explaining how it leverages HBase for scalable time‑series storage, describing core concepts, table schemas, ingestion flow, performance considerations, and future alternatives for large‑scale monitoring workloads.

Data ModelingHBaseOpenTSDB
0 likes · 12 min read
OpenTSDB: Architecture, Data Model, and HBase Integration for Time-Series Data Storage
58 Tech
58 Tech
Mar 27, 2019 · Databases

OpenTSDB Architecture, Data Model, Storage Optimizations, and Practical Use Cases

This article introduces OpenTSDB as a distributed, scalable time‑series database built on HBase, explains its architecture, data model, and storage optimizations, presents real‑world monitoring use cases, analyzes performance issues caused by high‑cardinality tags, and details the solution steps taken to restore query speed.

Big DataHBaseOpenTSDB
0 likes · 9 min read
OpenTSDB Architecture, Data Model, Storage Optimizations, and Practical Use Cases
Beike Product & Technology
Beike Product & Technology
Dec 27, 2018 · Cloud Computing

HBase Ecosystem Introduction

This article introduces HBase's ecosystem, including its components like OpenTSDB for time-series data, Kylin for cube analysis, Phoenix for SQL operations, and GeoMesa for spatial data, along with the author's experience in deploying these in a production environment.

ConfigurationGeoMesaHBase
0 likes · 9 min read
HBase Ecosystem Introduction
Architecture Digest
Architecture Digest
Jul 5, 2017 · Big Data

Design and Practice of Using HBase for Massive TMP Monitoring Data Storage

This article analyzes the limitations of the original TMP monitoring storage architecture, evaluates OpenTSDB's shortcomings at large scale, and details the design, implementation, and performance tuning of a custom HBase-based solution that achieves 3‑5× higher throughput for billions of monitoring data points per day.

Big DataDistributed StorageHBase
0 likes · 12 min read
Design and Practice of Using HBase for Massive TMP Monitoring Data Storage
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Apr 18, 2017 · Databases

Prometheus vs Graphite, InfluxDB, OpenTSDB, Nagios & Sensu: Which Time‑Series DB Wins?

This article translates and expands a comparative analysis of Prometheus against Graphite, InfluxDB, OpenTSDB, Nagios, and Sensu, covering their applicability, data models, storage mechanisms, architecture, and strengths to help readers choose the most suitable time‑series database for monitoring needs.

GraphiteInfluxDBMonitoring
0 likes · 12 min read
Prometheus vs Graphite, InfluxDB, OpenTSDB, Nagios & Sensu: Which Time‑Series DB Wins?