Distributed Systems

  1. Modern Paradigms and Applications
    1. Cloud Computing
      1. Cloud Service Models
        1. Infrastructure as a Service
          1. Virtual Machines
            1. Storage Services
              1. Network Services
              2. Platform as a Service
                1. Application Platforms
                  1. Development Tools
                    1. Runtime Environments
                    2. Software as a Service
                      1. Application Delivery
                        1. Multi-Tenancy
                          1. Service Customization
                        2. Cloud Deployment Models
                          1. Public Clouds
                            1. Private Clouds
                              1. Hybrid Clouds
                                1. Community Clouds
                                2. Virtualization Technologies
                                  1. Hypervisors
                                    1. Container Technologies
                                      1. Serverless Computing
                                      2. Cloud Storage
                                        1. Object Storage
                                          1. Block Storage
                                            1. File Storage
                                              1. Data Replication
                                            2. Microservices Architecture
                                              1. Microservices Principles
                                                1. Service Decomposition
                                                  1. Independent Deployment
                                                    1. Decentralized Governance
                                                      1. Failure Isolation
                                                      2. Service Communication
                                                        1. Synchronous Communication
                                                          1. Asynchronous Communication
                                                            1. Event-Driven Architecture
                                                            2. Service Discovery
                                                              1. Service Registries
                                                                1. Load Balancing
                                                                  1. Health Checking
                                                                  2. API Management
                                                                    1. API Gateways
                                                                      1. Request Routing
                                                                        1. Rate Limiting
                                                                          1. Security Policies
                                                                          2. Data Management
                                                                            1. Database per Service
                                                                              1. Event Sourcing
                                                                                1. CQRS Pattern
                                                                              2. Big Data Processing
                                                                                1. MapReduce Framework
                                                                                  1. Programming Model
                                                                                    1. Execution Framework
                                                                                      1. Fault Tolerance
                                                                                        1. Performance Optimization
                                                                                        2. Apache Spark
                                                                                          1. Resilient Distributed Datasets
                                                                                            1. Spark Core
                                                                                              1. Spark SQL
                                                                                                1. Spark Streaming
                                                                                                2. Stream Processing
                                                                                                  1. Real-Time Analytics
                                                                                                    1. Event Processing
                                                                                                      1. Windowing Operations
                                                                                                      2. Data Storage Systems
                                                                                                        1. Distributed File Systems
                                                                                                          1. NoSQL Databases
                                                                                                            1. Data Warehouses
                                                                                                          2. Edge and Fog Computing
                                                                                                            1. Edge Computing
                                                                                                              1. Edge Devices
                                                                                                                1. Edge Servers
                                                                                                                  1. Computation Offloading
                                                                                                                  2. Fog Computing
                                                                                                                    1. Fog Nodes
                                                                                                                      1. Hierarchical Architecture
                                                                                                                        1. Service Orchestration
                                                                                                                        2. Applications and Use Cases
                                                                                                                          1. IoT Applications
                                                                                                                            1. Real-Time Processing
                                                                                                                              1. Bandwidth Optimization
                                                                                                                              2. Challenges
                                                                                                                                1. Resource Constraints
                                                                                                                                  1. Mobility Management
                                                                                                                                    1. Security Issues
                                                                                                                                  2. Blockchain and Distributed Ledgers
                                                                                                                                    1. Blockchain Fundamentals
                                                                                                                                      1. Block Structure
                                                                                                                                        1. Hash Chains
                                                                                                                                          1. Merkle Trees
                                                                                                                                            1. Immutability
                                                                                                                                            2. Consensus Mechanisms
                                                                                                                                              1. Proof of Work
                                                                                                                                                1. Proof of Stake
                                                                                                                                                  1. Delegated Proof of Stake
                                                                                                                                                    1. Practical Byzantine Fault Tolerance
                                                                                                                                                    2. Blockchain Types
                                                                                                                                                      1. Public Blockchains
                                                                                                                                                        1. Private Blockchains
                                                                                                                                                          1. Consortium Blockchains
                                                                                                                                                          2. Smart Contracts
                                                                                                                                                            1. Contract Execution
                                                                                                                                                              1. Virtual Machines
                                                                                                                                                                1. Gas Mechanisms
                                                                                                                                                                2. Applications
                                                                                                                                                                  1. Cryptocurrencies
                                                                                                                                                                    1. Supply Chain Management
                                                                                                                                                                      1. Identity Management
                                                                                                                                                                        1. Decentralized Applications

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                                                                                                                                                                    11. Security in Distributed Systems

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                                                                                                                                                                    1. Introduction to Distributed Systems