This article presents a practical guide for backend developers to troubleshoot Linux performance problems, covering essential analysis tools, a systematic diagnosis method, and detailed checklists for CPU, memory, disk I/O, and network I/O issues.
This article outlines practical troubleshooting steps for eight frequent production problems—including OOM, CPU spikes, interface timeouts, index failures, deadlocks, disk issues, MQ backlogs, and API errors—providing clear guidance and code snippets to help engineers quickly identify root causes and resolve them.
This article provides a comprehensive, step‑by‑step guide to the most important native Linux networking commands—such as hostname, host, ping, curl, ip, ss, traceroute, dig, and tcpdump—explaining their purpose, common usage examples, and key options for effective system and network troubleshooting.
A detailed post‑mortem of a three‑time service outage reveals how hidden bugs, frequent FullGC, a saturated connection pool, and an unindexed slow SQL query crippled a Spring Boot backend, and shows the step‑by‑step troubleshooting, temporary fixes, and lasting improvements applied.
This guide explains what RabbitMQ is, walks through installing Erlang and RabbitMQ on a Linux system, shows how to start and verify the server, and provides troubleshooting tips for common startup errors such as port conflicts.
The article presents a concise mind‑map of essential Linux performance tools and a flexible troubleshooting workflow, guiding backend developers through CPU, memory, disk, and network issues by using utilities such as top, oprofile, slabtop, iotop, netstat, and strace to quickly pinpoint and resolve bottlenecks.
The article analyzes a MySQL replication error where a MEMORY table is cleared after a master restart, explains why the binlog records only a statement despite row format, and provides step‑by‑step troubleshooting and remediation measures to ensure data consistency.
This guide explains why MySQL blocks a host after many failed connections, outlines common causes such as wrong credentials, network issues, and configuration errors, and provides step‑by‑step solutions including log inspection, credential verification, network checks, application fixes, and commands to unblock the host while also offering preventive measures.
This article walks through a real‑world Redis latency incident, detailing systematic troubleshooting steps, key metrics to monitor, command‑line diagnostics, and practical optimizations such as scaling, pipelining, and hot‑key mitigation to restore service performance.
This guide walks through fixing four common Jenkins pipeline problems: replacing unreachable plugin update sites with domestic mirrors, resolving Maven build errors caused by missing server JVM libraries, clearing stale Git config lock files, and adjusting file descriptor limits on build nodes to prevent out‑of‑resource failures.
This article explains common scenarios that cause MySQL or Java processes to consume 900% CPU, walks through step‑by‑step diagnosis using Linux tools, and provides concrete optimization techniques such as indexing, caching, thread analysis, and code adjustments to bring CPU usage back to normal levels.
This article walks through a real‑world OceanBase OMS migration case where adding an OCP association triggers a “Server Internal Error”, detailing log analysis, metadb schema inspection, OAT deployment checks, the impact of the MySQL “-f” flag, a temporary fix, and the root‑cause conclusion.
GRUB2, the widely used second‑generation bootloader, offers multi‑platform support, modular design, and powerful command‑line tools; this guide explains its architecture, boot stages, configuration file syntax, common settings, and practical examples for dual‑boot, troubleshooting, and custom startup options.
The article walks through diagnosing and fixing a Git clone timeout on Windows by checking SSH connectivity, discovering DNS misresolution, and correcting the local hosts file to map github.com to its proper IP address, enabling successful repository cloning without a proxy.
This guide explains why embedded development seems difficult and provides a systematic approach to reproducing, locating, analyzing, and resolving typical embedded problems—including simulation conditions, log printing, online debugging, version rollback, binary search commenting, register snapshots, stack overflow, and hardware quirks—plus regression testing and experience summary.
Linux system performance depends on CPU, memory, disk I/O, network, kernel parameters, and hardware, and troubleshooting requires comprehensive checks using tools like top, vmstat, iostat, netstat, perf, and sysctl, with step‑by‑step guidance for identifying bottlenecks, optimizing resources, and tuning TCP settings.
This article demonstrates how to diagnose and resolve repeated UPDATE failures in OceanBase by extracting information from Top SQL, log files, and the gv$sql_audit view, identifying error codes such as 6005, 6003, and 6212, and applying corrective actions like adjusting timeout settings, killing lock‑holding sessions, and checking lock statistics.
This guide compiles the most frequent Linux and network problems faced by operations engineers—ranging from non‑executing shell scripts and cron output issues to read‑only filesystems, disk space leaks, and service start failures—providing clear causes and step‑by‑step solutions for each case.
An investigation reveals that a cron‑scheduled script repeatedly launches a process because the limited PATH in cron’s environment prevents the pidof command from running, causing the script to misinterpret the process count as zero, and the fix is to set the correct PATH.
The article walks through diagnosing a Java SSLHandshakeException caused by an untrusted HTTPS certificate when fetching a PDF, and presents three solutions: using InstallCert to add the certificate, configuring trustStore properties, and finally bypassing verification with a custom TrustManager and HostnameVerifier.
Linux’s “watchdog: BUG: soft lockup – CPU#1 stuck” warning indicates a CPU soft lockup, caused by driver bugs, hardware faults, or kernel issues, and can be resolved by updating software, monitoring hardware, analyzing logs, and implementing preventive performance and hardware checks.
This article demonstrates how to use the JDK's built-in command-line and graphical tools—such as jps, jinfo, jvisualvm, jstat, jstack, and jcmd—to monitor JVM performance, analyze GC behavior, inspect thread stacks, and troubleshoot memory and configuration issues in Java applications.
This guide walks you through checking CPU usage, system load, resource consumption, problematic processes, system logs, and performance bottlenecks on a Linux server using common command‑line tools such as top, uptime, pidstat, strace, tail, and perf.
After experiencing up to 50% battery loss overnight when the MacBook lid is closed, the author diagnosed the issue using pmset, identified Bluetooth and Handoff as culprits, and applied three configuration changes—including disabling network wake, turning off Handoff, and using Bluesnooze—to reduce nightly drain to under 5%.
When a user reported errors, I discovered a MySQL table flooded with millions of bad rows from a new group, causing slow queries and crashes; I detail the step‑by‑step investigation, failed attempts with DELETE and lock‑free changes, and the final successful rebuild using temporary tables, DROP, TRUNCATE, and index reconstruction.
This article explains common causes of extreme CPU usage in MySQL and Java applications, provides step‑by‑step troubleshooting methods using Linux tools and SQL commands, and presents real‑world case studies with concrete optimizations such as indexing, caching, and thread‑handling adjustments.
This guide walks you through checking CPU utilization, system load, process resource consumption, tracing problematic processes, reviewing logs, and using performance tools to pinpoint and resolve high CPU usage on a Linux server.
This guide explains why the host‑side veth peer of a Docker container’s network interface matters and provides four practical methods—using iflink, ip link, ethtool, and nsenter—to identify the corresponding host veth device for troubleshooting and management.
This comprehensive guide presents a systematic, step‑by‑step process for diagnosing JVM memory problems—including heap, Metaspace, DirectMemory, JNI memory, and stack issues—using Alibaba Cloud ARMS, ATP, standard JDK tools, and best‑practice commands to quickly locate root causes and apply effective solutions.
This article explains Kafka's fundamental components, version evolution, key monitoring metrics for producers, brokers, consumers and Zookeeper, and provides step‑by‑step troubleshooting methods for common issues such as slow topic throughput and message backlog.
This article lists the most frequent causes—such as an unstarted application, incorrect port listening, cloud security‑group settings, firewall rules, application‑level IP restrictions, network problems, and user‑side issues—and provides step‑by‑step commands and screenshots to help troubleshoot and restore access to cloud server ports.
This guide walks you through checking CPU usage, system load, process resources, tracing problematic processes, reviewing system logs, and using performance tools like perf to pinpoint and resolve Linux server bottlenecks.
This article walks through diagnosing why nvm use does not change the global Node.js version, explains how multiple Node installations can conflict, and provides a clear step‑by‑step solution—including installing nvm, checking versions, installing and switching targets, and removing stray Node binaries.
This guide explains why VMware Workstation 17.5 may lose keyboard and mouse control, provides configuration changes, a downgrade option, safe download sources, and verification steps to restore proper input functionality.
This article walks through a common Matplotlib title garbling issue caused by encoding settings, explains why the 'encoding' argument triggers an AttributeError, and provides a concise code fix using font configuration to display Chinese characters correctly.
When a production container suddenly hit over 90% CPU and excessive JVM garbage collection, the author walks through entering the pod, using top and top‑H to locate the offending thread, extracting its stack with jstack, downloading the data via a simple HTTP server, and ultimately discovering an Excel export routine that caused massive object allocation, fixing the code and restoring stability.
This guide walks you through the essential preconditions, core principles, and step‑by‑step procedures—including physical link checks, IP/DNS verification, gateway testing, public IP pinging, and DNS validation—using Windows and Linux commands to reliably diagnose and resolve network issues.
This guide walks you through ten practical steps for diagnosing Kubernetes problems, from POD startup failures and resource limits to network connectivity, storage configuration, container logs, DNS resolution, and final troubleshooting tips, helping you keep your clusters stable and reliable.
A detailed investigation of an Elasticsearch timeout incident reveals how an overly aggressive node_concurrent_recoveries setting caused CPU saturation, disk I/O spikes, and shard relocation overload, and outlines the steps taken to isolate the faulty node and restore cluster performance.
This article walks through a production incident where a Redis Cluster pipeline caused Dubbo threads to block and eventually deadlock, detailing the root‑cause analysis, code inspection, and verification steps using jstack, jmap, and MAT to confirm the deadlock and propose fixes.
This article walks through a Python web‑crawler error reported in a community chat, shows the original code snippet, explains how downgrading the Python version resolved the issue, and offers practical tips for sharing reproducible examples when seeking help.
The team traced read‑request timeouts to a single overloaded Elasticsearch node where an excessively high node_concurrent_recoveries setting caused many simultaneous shard recoveries and disk‑watermark‑driven relocations, and resolved the issue by lowering concurrent recoveries, enabling adaptive replica selection, and adjusting allocation settings.
This article walks through a real‑world investigation of a pod whose CPU spiked to over 90%, detailing how abnormal JVM garbage‑collection patterns were identified, traced to a specific Java thread, and resolved by fixing an inefficient Excel export routine.
This article explains why Redis may become slower, covering benchmark testing, high‑complexity commands, big keys, concentrated expirations, memory limits, fork overhead, huge pages, AOF settings, CPU binding, swap usage, memory fragmentation, and lazy‑free mechanisms, and provides practical optimization steps.
This guide walks through a systematic approach to diagnosing Kubernetes problems, covering pod startup failures, cluster health checks, event logs, pod status, network and storage verification, container logs, DNS service checks, and provides practical commands and tips for each step.
A sudden Kubernetes outage was traced to a CoreDNS ReadinessProbe failure on port 8181, and the article walks through symptom detection, code‑level root‑cause analysis, and a ConfigMap fix that restores inter‑pod communication.
This article explains what MySQL master‑slave replication lag is, walks through the replication workflow, identifies the main technical reasons for delay such as single‑threaded replay and lock contention, and provides concrete configuration and architectural solutions to reduce or eliminate the lag.
This guide covers a wide range of Docker problems—from migrating storage directories and handling disk space shortages to fixing network connectivity, container removal errors, and configuration issues—providing step‑by‑step commands, code snippets, and best‑practice solutions for reliable container management.
This guide walks you through ten systematic steps—from inspecting pod status and cluster health to verifying network connectivity, storage configuration, DNS resolution, and container logs—to effectively troubleshoot common Kubernetes issues and keep your applications running smoothly.
The article analyzes why a Java service repeatedly crashes around midnight in test environments, tracing the issue through system limits, Java version checks, cron job execution, strace logs, and Linux OOM killer behavior, and finally proposes configuration and version upgrades to prevent the failures.
After encountering latency spikes in a service, the article walks through systematic troubleshooting steps—examining module performance, resource metrics, and network latency—followed by detailed Redis diagnostics using metrics, latency commands, and profiling tools, ultimately recommending scaling, rate limiting, and caching strategies to resolve the issue.
This article walks through practical methods for troubleshooting slow service alerts, diagnosing Redis performance bottlenecks, and reproducing issues with local demos and load simulations, offering concrete metrics, command‑line checks, and mitigation strategies such as scaling, rate‑limiting, and pipeline optimization.
This article analyzes a common Git issue where a merge creates an empty commit that drops master changes, explains the underlying cause involving `git merge --continue` and `--allow-empty`, demonstrates reproduction steps, and provides mitigation strategies such as pre‑commit hooks and proper merge handling.
This guide explains how to use JDK command-line utilities such as jps, jstat, jinfo, jmap, jhat, and jstack to monitor JVM processes, inspect memory usage, generate heap dumps, and diagnose performance issues, providing command syntax, options, and practical examples.
The article outlines a systematic three‑step workflow—general service diagnostics, Redis‑specific checks, and reproducible load testing—to pinpoint a hot‑key‑driven CPU bottleneck, then evaluates mitigation options such as read‑write separation, pipelining, and an application‑level cache, ultimately showing the cache’s effectiveness in cutting latency and CPU usage.
This guide explains how to use tcpdump for network packet capture, covering basic usage, interface selection, host and port filtering, logical expressions, saving captures, limiting packet counts, and real‑world troubleshooting of a Node.js service behind Nginx.
This article recounts a production incident where a container's CPU spiked due to abnormal JVM garbage collection, walks through step-by-step diagnostics using top, jstack, and thread analysis, explains the root cause in an Excel export routine, and concludes with a brief promotion of a ChatGPT community.
This article outlines the most common production failures—including network, server, database, software bugs, security vulnerabilities, storage, configuration errors, and third‑party service issues—and provides detailed steps for detection, investigation, and resolution to ensure system stability and reliability.
This guide explains step‑by‑step how to verify hardware, configure a desktop PC’s wireless adapter, connect to a Wi‑Fi network, troubleshoot common issues, and apply preventive measures to ensure a stable and secure connection.
After a Java system went live, a disk usage alert exceeding 90% prompted an investigation that uncovered a third‑party jar’s debug‑level Log4j configuration writing large logs to the root directory, and the issue was resolved by excluding the offending jar via Maven, highlighting the need for careful dependency management.
This article examines a MySQL 5.7 replication anomaly where a slave reports no errors despite GTID mismatches, demonstrates how to reproduce the issue, explains the underlying cause related to missing Auto_Position=1, and provides remediation steps and source‑code insights.
A high‑load Kubernetes node entered NotReady due to repeated OOM‑killer activity, daemonset restarts, and PLEG health failures, and the article walks through diagnosis, log analysis, root‑cause explanation, and practical remediation steps to restore node readiness.
This guide explains why printer sharing often fails across Windows 7, 10, and 11, and provides a four‑step solution—including a downloadable toolkit, batch scripts for different OS versions, and optional methods to disable system updates—so users can restore shared printing functionality.
This article demonstrates how to use Alibaba's open‑source Java diagnostic tool Arthas to quickly locate and fix high CPU usage in a Java application, covering installation, attaching to a JVM, using dashboard, thread, jad, watch, and ognl commands, and interpreting the results.
This article explains the common reasons why Redis performance degrades—such as network latency, high‑complexity commands, big keys, concentrated expirations, memory limits, fork overhead, huge pages, AOF settings, CPU binding, swap usage, and memory fragmentation—and provides detailed optimization and troubleshooting steps to restore low latency.
An in‑depth case study explains how a single Proxy machine’s message‑queue backlog was traced to a stuck HTTP download thread caused by an HttpClient bug, detailing the step‑by‑step investigation, root‑cause analysis, and the final fix that eliminated the issue.
This article explains the common causes of network packet loss—from hardware NIC issues and driver problems to kernel stack and TCP/UDP layer faults—provides step‑by‑step diagnostic commands, and offers practical solutions to quickly identify and resolve packet loss in Linux environments.
This article explains the typical reasons why a Redis instance becomes slow—such as high latency, expensive commands, big keys, concentrated expirations, memory limits, fork overhead, huge pages, AOF settings, CPU binding, swap usage, and memory fragmentation—and provides concrete diagnostics and optimization steps to resolve each issue.
This article enumerates typical system performance problems such as slow response time, insufficient throughput, resource bottlenecks, database slowness, memory leaks, platform differences, network latency, security overhead, scalability limits, and provides practical optimization and mitigation strategies for each.
This guide explains why Docker network IP address conflicts occur and provides step‑by‑step commands to locate duplicate IPs, stop conflicting containers, manually reassign IPs, and fully clean and restart the Docker environment to eliminate the issue.
When a pod crashes and continuously restarts, kubelet logs may miss the output, but using the kubectl --previous flag lets you access the logs of the prior container instance by reading the symlinked files under /var/log/pods, enabling effective troubleshooting of Kubernetes crashes.
This guide walks you through practical Linux commands—tail, head, cat, grep, sed, wc, and pagination tools—to quickly locate, filter, and examine specific error entries within large log files, boosting troubleshooting efficiency for system administrators.
This article explains the common video screen artifacts—flower screen, flashing, green screen, and black screen—covers the end‑to‑end RTC video pipeline, and provides a step‑by‑step method to locate and diagnose the root cause across sending, server, and receiving stages.
Understanding container exit codes—from 0 for normal termination to 255 for unknown errors—helps diagnose pod failures in Docker and Kubernetes, covering each code’s meaning, typical causes, and step‑by‑step troubleshooting actions to resolve issues such as command errors, permission problems, signals, and resource limits.
This guide walks operators and developers through diagnosing and resolving frequent Kubernetes issues such as ImagePullBackOff, CrashLoopBackOff, OOMKilled, BackoffLimitExceeded, and probe failures, providing key kubectl commands, secret handling tips, and best‑practice recommendations to keep clusters stable.
Improper initialization of multiple identical Dubbo References can flood ZooKeeper with duplicate consumer nodes, causing instability and service outages, but adjusting jute.maxbuffer, upgrading Dubbo, and using MSE ZooKeeper's rate‑limiting and monitoring can resolve the issue.
This guide walks through eight frequent Kubernetes networking problems in Tencent Cloud Kubernetes Service—such as cross‑VPC NodePort timeouts, low load‑balancer CPS, DNS resolution delays, apiserver access lag, mis‑configured resolv.conf, liveness‑probe failures, and externalTrafficPolicy = Local timeouts—explaining their root causes and providing concrete kernel, iptables, DNS, and configuration fixes.
This article explains how to verify whether OceanBase's freeze mechanism and memstore dump processes are functioning correctly by querying internal tables, inspecting logs, and checking related metrics such as active_memstore_used, major_freeze_trigger, and MemTable reference counts.
This article explains a MySQL master‑slave synchronization failure caused by a corrupted relay log, walks through the replication principles, analyzes slave status and GTID differences, and provides step‑by‑step commands to skip the problematic GTID and restore replication.
When a Linux server suddenly spikes in load and alerts flood your phone, you can pinpoint the cause within a minute by using ten powerful commands from Netflix's performance engineering team to quickly assess CPU, memory, disk I/O, and network metrics.
This guide walks through Wireshark's powerful features—including precise packet filtering, time‑display adjustments, absolute sequence numbering, exporting filtered captures, traffic statistics, decoding mixed logs, TCP stream tracing, and MAC‑address vendor lookup—to help engineers troubleshoot and analyze network traffic efficiently.
When a production container suddenly hit 90% CPU, the author traced the issue to abnormal JVM garbage‑collection activity, captured the problematic GC graphs, and used Linux tools, jstack, and code inspection to pinpoint a faulty Excel export loop that caused excessive GC and full‑GC cycles.
This guide explains how to fix common Composer dependency errors in a Laravel project by backing up and removing the composer.lock file, reinstalling dependencies, and restoring the lock file, while also showing the typical error messages that may appear.
This article presents a comprehensive 40‑question and answer guide covering the essential safety conditions, key temperature definitions, diagnostic methods, common failure causes, and maintenance strategies for data‑center refrigeration system design and operation.
This article walks through a Python web‑crawler problem raised in a community, showing step‑by‑step how to start the project, troubleshoot terminal errors in PyCharm, and verify the directory structure using the tree command, providing a clear solution for beginners.
This article compiles frequent Flink job submission problems on YARN—including WordCount jar errors, HBase dependency conflicts, MySQL timeout, checkpoint restoration failures, parallelism limits, and unexpected container termination—provides root‑cause analysis and step‑by‑step remediation instructions.
This article walks through a common Python pip upgrade error, shows the error screenshots, explains why it occurs, and provides a concise two‑command solution that restores the Python environment, helping readers quickly resolve similar issues.
This article details a real‑world Kubernetes control‑plane outage where kube‑apiserver repeatedly OOM‑killed, examines cluster metrics, logs, heap and goroutine profiles, explores root‑cause hypotheses such as etcd latency and DeleteCollection memory leaks, and offers practical prevention steps.
This guide explains why a Calico pod shows "BIRD is not ready: BGP not established" in a Kubernetes cluster, identifies the missing node interface detection as the root cause, and provides step‑by‑step instructions to adjust the IP autodetection method and restore pod health.
This article explains the fundamentals of Linux network latency, demonstrates how to measure round‑trip time using ping, traceroute, hping3 and wrk, walks through a Docker‑based test setup, and shows how to analyze packet captures with tcpdump and Wireshark to uncover causes such as TCP delayed ACK.
This guide introduces four powerful network utilities—nali for IP geolocation, dig for DNS queries, mtr for combined traceroute and ping analysis, and tsunami for high‑speed UDP transfers—explaining their installation, key commands, options, and practical usage examples.
The article describes a MySQL 5.7.31 replication delay where Seconds_Behind_Master fluctuates between 0 and over 10,000 seconds, analyzes root causes such as single‑threaded replication, large or long‑running transactions, and provides preventive, diagnostic, and remediation steps including enabling parallel replication and using the infobin tool.
This guide explains key Linux networking commands—including ip, ifconfig, netstat, ping, traceroute, DNS utilities, and DHCP tools—showing how to view interfaces, check connectivity, trace routes, query DNS records, and manage DHCP leases for effective network troubleshooting.
This article explains how to identify Redis latency problems, measure baseline performance, monitor slow commands, and address common causes such as network RTT, forked RDB snapshots, transparent huge pages, swap usage, AOF configuration, key expiration bursts, and big keys, providing practical solutions and a checklist for remediation.
This article describes how to identify and fix Greenplum standby segment failures by inspecting segment status, comparing missing files, generating a recovery configuration, executing gprecoverseg commands, and verifying that all segments return to normal operation without service interruption.
This article provides a comprehensive overview of the ping command, explaining its basic usage, interpreting output fields such as bytes, time, and TTL, and detailing advanced options like -t, -a, -n, -l, -r, as well as batch ping techniques for network troubleshooting.
This article explains how to determine whether Redis is truly experiencing latency issues, outlines benchmark testing methods, identifies common causes such as network problems, high‑complexity commands, big keys, slow logs, memory limits, fork overhead, AOF configuration, swap usage, fragmentation, and provides practical troubleshooting and optimization steps.
This article details a step‑by‑step troubleshooting process for an OBproxy deployment error where a client loses connection to the OceanBase server due to an incorrect port in the root service list, including environment setup, command examples, log analysis, and the final resolution.
This guide walks through ten frequent Kubernetes problems—from service access failures and port‑mapping errors to image pull issues and CrashLoopBackOff—explaining root causes, showing exact error messages, and providing concise command‑line solutions to restore cluster health.
This article outlines the Kubernetes pod lifecycle, describes the five pod phases, enumerates 13 typical failure scenarios—including scheduling, image pull, dependency, init container, probe, and OOM issues—provides error states, root causes, and step‑by‑step kubectl commands for diagnosis and remediation.
