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.
I founded the pattern-oriented software diagnostics discipline (Systematic Software Diagnostics) and Software Diagnostics Institute (DA+TA: DumpAnalysis.org + TraceAnalysis.org), authored more than 50 books on software diagnostics, anomaly detection and analysis, software and memory forensics, root cause analysis and problem solving, memory dump analysis, debugging, software trace and log analysis, reverse engineering and malware analysis. I have more than 25 years of experience in software architecture, design, development, and maintenance in a variety of industries including leadership, technical and people management roles. In my spare time, I explore the mathematical and computer science foundations of Theoretical Software Diagnostics, application of formal logic, artificial intelligence, machine learning and data mining to diagnostics and anomaly detection, Software Narratology, its further development as Narratology of Things and Diagnostics of Things (DoT), Software Pathology, and Quantum Software Diagnostics. My practical focus is on software diagnostics engineering and diagnostics-driven development, diagnostics workflow and interaction. Recent interest areas also include cloud native computing, security, automation, functional programming, applications of category theory to software development and big data, and diagnostics of artificial intelligence.
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What You'll Learn
- 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
2.
Activity
Activity
3.
Block and Data
Block and Data
6 Lessons
6 Lessons
4.
Error and Large Scale
Error and Large Scale
7 Lessons
7 Lessons
5.
Message 1
Message 1
6 Lessons
6 Lessons
6.
Message 2
Message 2
6 Lessons
6 Lessons
7.
Trace as a Whole
Trace as a Whole
6 Lessons
6 Lessons
8.
Trace Set
Trace Set
6 Lessons
6 Lessons
9.
Vocabulary, Memory, Code and Text
Vocabulary, Memory, Code and Text
5 Lessons
5 Lessons
Dmitry Vostokov
Diagnostician. The Author of Diagnomicon.
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