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log analysis

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Test Development Learning Exchange
Test Development Learning Exchange
Apr 25, 2025 · Mobile Development

Basic Usage and Parameter Configuration of Android Monkey for Automated Testing

This guide explains how to use the Android Monkey tool to generate random user events for stress testing, configure its parameters for different testing scenarios, and analyze the resulting logs to identify crashes, ANRs, and event sequences that affect app stability.

ADBMonkeyParameters
0 likes · 4 min read
Basic Usage and Parameter Configuration of Android Monkey for Automated Testing
IT Xianyu
IT Xianyu
Apr 24, 2025 · Databases

PostgreSQL DBA Guide: Permission Minimization, Log Analysis with pgBadger, and Security Hardening

This tutorial explains why DBAs need security hardening and log analysis, shows how to configure minimal‑privilege roles and precise permissions in PostgreSQL, demonstrates how to detect and revoke redundant privileges, and provides a step‑by‑step guide to installing and using pgBadger for log analysis and automated reporting.

DBAPermission ManagementPostgreSQL
0 likes · 8 min read
PostgreSQL DBA Guide: Permission Minimization, Log Analysis with pgBadger, and Security Hardening
IT Xianyu
IT Xianyu
Apr 19, 2025 · Operations

Comprehensive Guide to System Monitoring, Text Editing, Permission Management, and Log Analysis for Library Operations

This article provides a detailed, step‑by‑step tutorial on using Linux commands such as top, grep, awk, and bash scripts for performance bottleneck detection, memory‑leak investigation, automated alerts, efficient Vim editing, permission matrix configuration, multi‑condition log analysis, and quick troubleshooting in a library management environment.

OperationsPermissionsbash scripting
0 likes · 9 min read
Comprehensive Guide to System Monitoring, Text Editing, Permission Management, and Log Analysis for Library Operations
Raymond Ops
Raymond Ops
Apr 19, 2025 · Operations

Essential Apache & Nginx Log Analysis Commands for Linux Ops

This guide compiles practical Linux shell commands for analyzing Apache and Nginx access logs, covering IP frequency, page request counts, status code distribution, traffic volume, crawler detection, subnet aggregation, and time‑based request rates to help administrators monitor web service health efficiently.

ApacheLinuxNginx
0 likes · 15 min read
Essential Apache & Nginx Log Analysis Commands for Linux Ops
Test Development Learning Exchange
Test Development Learning Exchange
Mar 28, 2025 · Mobile Development

How to Read and Analyze Monkey Test Log Files

This guide explains the structure of Android Monkey test logs, highlights key information such as event counters and exception details, and provides practical solutions for common errors like ANR, crashes, OutOfMemoryError, and SecurityException, along with best practices for effective log analysis.

Mobile DevelopmentMonkey Testingandroid
0 likes · 5 min read
How to Read and Analyze Monkey Test Log Files
DataFunSummit
DataFunSummit
Jan 31, 2025 · Artificial Intelligence

LLMOps: Building a Prompt‑Driven Engine for AI Operations

This article presents the concept of LLMOps—applying large language models to AIOps—by analyzing prompt challenges, introducing the LogPrompt engine for log analysis, describing a prompt‑learning data flywheel with CoachLM optimization, reporting experimental results, and outlining future multi‑modal directions.

AIOpsCoachLMData Flywheel
0 likes · 16 min read
LLMOps: Building a Prompt‑Driven Engine for AI Operations
Test Development Learning Exchange
Test Development Learning Exchange
Jan 11, 2025 · Operations

Python System Administration Scripts for DevOps Engineers

This article provides comprehensive Python scripts for system administration tasks including CPU monitoring, memory usage tracking, log analysis, file backup, system updates, network monitoring, service management, user administration, and system information collection.

DevOpsPythonfile management
0 likes · 6 min read
Python System Administration Scripts for DevOps Engineers
Selected Java Interview Questions
Selected Java Interview Questions
Nov 4, 2024 · Operations

Comprehensive Guide to Log Analysis with the ELK Stack and Docker Deployment

This article provides a detailed overview of log analysis, explains its importance, introduces major collection tools such as Splunk and ELK, and walks through step‑by‑step Docker‑based installation and configuration of Elasticsearch, Logstash, Kibana, and a Spring Boot application for centralized logging.

DockerELKElasticsearch
0 likes · 22 min read
Comprehensive Guide to Log Analysis with the ELK Stack and Docker Deployment
vivo Internet Technology
vivo Internet Technology
Oct 30, 2024 · Operations

Troubleshooting TiKV Disk Space Issues: Causes, Diagnosis, and Solutions

This guide explains how to diagnose and fix TiKV disk‑space problems by identifying oversized log files, redundant space‑placeholder files, and excessive RocksDB/Titan data, offering command‑line checks, configuration tweaks such as enabling log rotation, disabling reserve space, and tuning GC and Titan discardable‑ratio to restore balanced storage.

ConfigurationDisk SpaceOperations
0 likes · 16 min read
Troubleshooting TiKV Disk Space Issues: Causes, Diagnosis, and Solutions
Test Development Learning Exchange
Test Development Learning Exchange
Oct 22, 2024 · Operations

Comprehensive Guide to Collecting Information, Reproducing Issues, Analyzing Logs and Code, Narrowing Problem Scope, and Team Communication

This guide outlines systematic steps for gathering environment and error details, reproducing bugs across different setups, analyzing logs and source code, narrowing down problem areas, and effectively communicating with developers, product managers, testers, on‑site staff, and customers to resolve software issues.

bug troubleshootingdebugginglog analysis
0 likes · 6 min read
Comprehensive Guide to Collecting Information, Reproducing Issues, Analyzing Logs and Code, Narrowing Problem Scope, and Team Communication
DevOps Operations Practice
DevOps Operations Practice
Jul 8, 2024 · Operations

Common Linux Log Files and Useful Commands for Log Analysis

This article introduces common Linux log files, essential command‑line utilities such as cat, less, tail, grep, awk, and sed for viewing logs, and powerful analysis tools like logrotate, journalctl, logwatch, and goaccess, providing practical examples for effective system log management.

Linuxcommand linelog analysis
0 likes · 7 min read
Common Linux Log Files and Useful Commands for Log Analysis
Java Architect Essentials
Java Architect Essentials
May 15, 2024 · Operations

Quick Techniques for Locating Errors in Large Log Files Using Linux Commands

This article demonstrates several efficient Linux command‑line methods—including tail, head, grep, sed, and pagination tools—to quickly pinpoint error entries, view surrounding context, filter by time range, and count occurrences within massive log files.

LinuxOperationsShell Commands
0 likes · 12 min read
Quick Techniques for Locating Errors in Large Log Files Using Linux Commands
Efficient Ops
Efficient Ops
May 8, 2024 · Information Security

How to Detect and Recover from Linux Server Intrusions: 11 Essential Checks

This guide walks Linux operations engineers through eleven practical checks—including log inspection, user file verification, login event analysis, network traffic monitoring, and file recovery via lsof—to identify and remediate compromised machines effectively.

Intrusion detectionLinuxSecurity
0 likes · 7 min read
How to Detect and Recover from Linux Server Intrusions: 11 Essential Checks
Sohu Tech Products
Sohu Tech Products
Jan 31, 2024 · Operations

Logstash Grok Filter: Complete Guide for Log Data Parsing and ETL

This guide explains Logstash’s Grok filter plugin, detailing how its 120 built‑in and custom patterns transform unstructured logs—such as Apache, MySQL, or HiveServer2—into structured fields through named regex captures, supporting type conversion, cleaning, debugging, and efficient ETL for analysis and monitoring.

Data ProcessingGrok filterLogstash
0 likes · 8 min read
Logstash Grok Filter: Complete Guide for Log Data Parsing and ETL
Sohu Tech Products
Sohu Tech Products
Nov 22, 2023 · Big Data

Field Extraction and Read‑Time Modeling in the Honghu Data Platform

The Honghu data platform delivers a unified, UI‑driven environment that uses read‑time modeling to dynamically structure massive heterogeneous logs during queries, replacing pre‑defined schemas and ETL pipelines with rule‑based field extraction (regex, JSON, key‑value, IP) bound to data‑source types, trading CPU cycles for flexible, accurate analysis.

Big DataData Platformfield extraction
0 likes · 17 min read
Field Extraction and Read‑Time Modeling in the Honghu Data Platform
Aikesheng Open Source Community
Aikesheng Open Source Community
Nov 8, 2023 · Databases

Analyzing OceanBase Freeze Dump Process via Log Parsing

This article explains how to parse OceanBase logs to trace the tenant freeze dump workflow, detailing the roles and log sequences of the freeze check thread, LSFreeze, Flush, DagScheduler, and MiniMerge threads, and illustrating each step with actual log excerpts and code snippets.

CompactionDAGFreeze Process
0 likes · 16 min read
Analyzing OceanBase Freeze Dump Process via Log Parsing
DataFunTalk
DataFunTalk
Oct 21, 2023 · Operations

Implementing Nginx Operations Management with the Honghu Platform: A Practical Case Study

This article presents a detailed, end‑to‑end case study of how Yanhuang Data leveraged the Honghu data‑analysis platform to build a complete Nginx operations‑management solution, covering data ingestion, parsing, modeling, visualization, alerting, third‑party integration, and best‑practice recommendations.

Data PlatformNginxalerting
0 likes · 15 min read
Implementing Nginx Operations Management with the Honghu Platform: A Practical Case Study
DataFunTalk
DataFunTalk
Oct 3, 2023 · Big Data

Design and Practices of Alibaba Cloud's Billion‑Scale Real‑Time Log Analysis System

This article presents the architecture, core challenges, key design decisions, and future directions of Alibaba Cloud's SLS platform, which handles billions of daily log queries with sub‑300 ms latency by leveraging LSM‑based storage, indexing, columnar layout, distributed caching, and multi‑tenant isolation.

Distributed StorageIndexingLSM
0 likes · 17 min read
Design and Practices of Alibaba Cloud's Billion‑Scale Real‑Time Log Analysis System
Efficient Ops
Efficient Ops
Aug 28, 2023 · Operations

How to Build a Real‑Time ELK Log Analysis Platform for Scalable Operations

This article explains why centralized logging is essential for modern micro‑service systems, outlines an ELK‑based architecture with Filebeat, Kafka, Logstash, Elasticsearch and Kibana, and provides detailed configuration examples for both file‑based and Kubernetes‑based log collection, plus visualization techniques.

ELKElasticsearchFilebeat
0 likes · 10 min read
How to Build a Real‑Time ELK Log Analysis Platform for Scalable Operations
Test Development Learning Exchange
Test Development Learning Exchange
Aug 23, 2023 · Operations

Server Monitoring Strategies and Tools Using Python

This article outlines key strategies and Python tools for server monitoring, including defining metrics, utilizing libraries like psutil and requests, log analysis, load testing with Locust and PyTest, and implementing automated alerts for high availability.

AutomationHigh AvailabilityOperations
0 likes · 4 min read
Server Monitoring Strategies and Tools Using Python