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Computer Science
Distributed Systems
Distributed Tracing
1. Fundamentals of Distributed Systems
2. Introduction to Observability
3. Core Concepts of Distributed Tracing
4. Context Propagation
5. Instrumentation Fundamentals
6. Language-Specific Implementation
7. Framework and Library Integration
8. Service Mesh and Infrastructure
9. Sampling Strategies
10. Data Collection and Processing
11. Storage and Backends
12. Open Source Tracing Systems
13. Standards and Protocols
14. Trace Analysis and Visualization
15. Debugging with Distributed Tracing
16. Advanced Tracing Concepts
17. Security and Privacy
18. Performance and Optimization
19. Production Deployment
20. Cost Management and Economics
11.
Storage and Backends
11.1.
Tracing Backend Requirements
11.1.1.
Scalability Needs
11.1.2.
Query Performance
11.1.3.
Data Durability
11.1.4.
Cost Efficiency
11.2.
Storage Models
11.2.1.
Time-Series Storage
11.2.2.
Document Storage
11.2.3.
Columnar Storage
11.2.4.
Hybrid Approaches
11.3.
Indexing Strategies
11.3.1.
Trace ID Indexing
11.3.2.
Attribute Indexing
11.3.3.
Time-Based Indexing
11.3.4.
Full-Text Search
11.4.
Data Retention
11.4.1.
Retention Policies
11.4.2.
Data Lifecycle Management
11.4.3.
Archival Strategies
11.4.4.
Compliance Requirements
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12. Open Source Tracing Systems