Table of Contents
The book is organized into Parts, Chapters, and Topics. This index lists the chapter-level path through the book.
Essentials
- Prerequisites
- How Memory Works
- Growth of Algorithm
- Maths
- Concepts
- Memory Works (Templates)
- Mindmap
- References
Part I: Fundamental Data Structures & Core Algorithms
- Chapter 1: Linear Data Structures & Memory Models
- Chapter 2: Hierarchical Data Structures, Search Trees & Spatial Indexing
- Chapter 3: Core Algorithmic Paradigms & Parallel Computing
- Chapter 3B: Decision Theory, Game Theory & Bayesian Systems
- Chapter 4: Graph Theory & Network Algorithms
- Chapter 4A: Computational Theory & Advanced Algorithms
Part II: System Design Foundations & High-Scale Architecture
- Chapter 5: System Design Fundamentals & Infrastructure Security
- Chapter 5B: Software Architecture Patterns
- Chapter 5C: Object-Oriented Design, Refactoring & Software Craftsmanship
- Chapter 6: Caching Strategies & Edge Acceleration
Part III: Messaging, Notifications & Real-Time Communication
- Chapter 7: Asynchronous Messaging & Pub/Sub Systems
- Chapter 7A: Data Engineering & Stream Processing
- Chapter 8: Real-Time Communication & Notification Systems
Part IV: Distributed Systems & Database Architecture
- Chapter 9: Distributed Systems Principles, Consensus & Decentralized Ledger Technology
- Chapter 10: Database Engineering, Replication & Scaling
Part V: Cloud Architecture, Operating Systems & DevOps Engineering
- Chapter 11: Cloud Primitives, Edge Systems & IoT Engineering
- Chapter 12: Containerization, Orchestration & CI/CD Pipelines
- Chapter 12A: Operating Systems & Kernel Mechanics
Part VI: Machine Learning Systems & Scalable AI Infrastructure
- Chapter 13: Machine Learning & Deep Learning Foundations
- Chapter 14: MLOps & Production Machine Learning Systems
- Chapter 15: Generative AI Infrastructure & Large Scale LLM Orchestration
Part VII: Financial Systems, Identity & Compliance
- Part VII: Financial Systems, Identity & Compliance
- Chapter 16: Banking & Payment Infrastructure
- Chapter 17: Identity, KYC & Decentralized Identity
- Chapter 18: Trading Systems & Market Infrastructure
- Chapter 19: DAOs & On-Chain Governance
- Chapter 20: Compliance, Risk & Regulatory Systems
- Chapter 21: Search, Ranking & Recommendation Systems
Part VIII: Web3 Security, Multi-Tenancy & Embedded Finance
- Part VIII: Web3 Security, Multi-Tenancy & Embedded Finance
- Chapter 22: Crypto Custody, Privacy Cryptography & Web3 Security
- Chapter 23: Multi-Tenant SaaS & Licensing
- Chapter 24: Embedded Finance & Lending
- Chapter 25: Resilience, Testing, SRE & Privacy-Preserving ML
- Chapter 26: Embedded Systems & Edge Sync
Part IX: High-Scale System Design Case Studies & Applied Infrastructure
- Part IX: High-Scale System Design Case Studies & Applied Infrastructure
- Chapter 27: Fundamental Distributed Utilities
- Chapter 28: Content Ingestion, Search & Storage Engines
- Chapter 29: Feeds, Notifications & Real-Time Messaging
- Chapter 30: Geospatial & Location Services
- Chapter 31: Event Processing, Analytics & Gaming Engines
- Chapter 32: High-Concurrency Financial & Transactional Systems
- Chapter 33: Enterprise Operations & Monitoring Infrastructure
- Chapter 34: Media Streaming & Cloud Storage Systems
- Chapter 35: Modular Systems & Plugin Architecture