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A Guide to Learning Software Trace and Log Analysis Patterns
Gain insights into diagnostic techniques and anomaly detection with over 200 trace and log analysis patterns, applicable across various software environments, operating systems, and platforms.
4.3
53 Lessons
3h 10min
Join 2.9 million developers at
Join 2.9 million developers at
LEARNING OBJECTIVES
- Learn software trace and log analysis pattern language.
- Learn to construct the explanation of the observed behavior to justify the root cause analysis and the proposed mechanism.
- Learn about the different types and categories of software trace and log analysis patterns.
- Learn the basics of software traces and logs such as processes, threads, components, and stack traces.
Learning Roadmap
1.
Getting Started
Getting Started
Get familiar with software trace and log analysis fundamentals, patterns, and debugging techniques.
2.
Activity
Activity
Unpack the core of software trace and log analysis patterns for diagnosing complex behaviors.
3.
Block and Data
Block and Data
6 Lessons
6 Lessons
Explore patterns for software trace and log analysis, data correlation, and significant intervals.
4.
Error and Large Scale
Error and Large Scale
7 Lessons
7 Lessons
Apply your skills to analyze software traces, identify error patterns, and understand log behaviors.
5.
Message 1
Message 1
6 Lessons
6 Lessons
Dig into key patterns for effective software trace and log analysis.
6.
Message 2
Message 2
6 Lessons
6 Lessons
Investigate patterns in message flows, event indicators, anomalies, and log analysis in software.
7.
Trace as a Whole
Trace as a Whole
6 Lessons
6 Lessons
Master the steps to analyze software traces using patterns for synchronization, distribution, gaps, and metrics.
8.
Trace Set
Trace Set
6 Lessons
6 Lessons
Step through key software trace analysis patterns to enhance troubleshooting and debugging techniques.
9.
Vocabulary, Memory, Code and Text
Vocabulary, Memory, Code and Text
5 Lessons
5 Lessons
Unpack the core of software trace patterns, duality concepts, declarative traces, and memory log analysis.
Certificate of Completion
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Developed by MAANG Engineers
ABOUT THIS COURSE
General trace and log analysis patterns allow the application of uniform diagnostics and anomaly detection across diverse software environments. It includes troubleshooting, debugging, describing, and explaining problems and incidents on various operating systems and platforms. It is also helpful in recording network traces, malware, general data, narratives, and text and image analysis (space-like narratology). This course, organized as a pattern language dictionary and cross-referenced with classification, explains and teaches more than 200 traces and log analysis patterns.
ABOUT THE AUTHOR
Dmitry Vostokov
Diagnostician. The Author of Diagnomicon.
Trusted by 2.9 million developers working at companies
A
Anthony Walker
@_webarchitect_
E
Evan Dunbar
ML Engineer
S
Software Developer
Carlos Matias La Borde
S
Souvik Kundu
Front-end Developer
V
Vinay Krishnaiah
Software Developer
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