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Премиум
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    Introduction to Developer To Architect
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    Module contents overview
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    A reference software system for discussing performance
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    What is performance
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    How do performance problems look like
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    Performance principles
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    System performance objectives
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    Performance measurement metrics
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    Serial request latency
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    Network transfer latency
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    Minimizing network transfer latency
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    Memory access latency
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    Minimizing memory access latency
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    Disk access latency
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    Minimizing disk access latency
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    CPU processing latency
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    Minimizing CPU processing latency
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    Some common latency costs
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    Concurrency related latency
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    Amdahl's law for concurrent tasks
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    Gunther's universal scalability law
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    Shared resource contention
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    Minimizing shared resource contention
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    Minimizing locking related contention
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    Pessimistic Locking
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    Optimistic Locking
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    Compare and swap mechanism
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    Deadlocks
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    Coherence related delays
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    Caching
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    System architecture for performance
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    Caching for performance
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    HTTP Caching of static data
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    Caching of dynamic data
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    Caching related challenges
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    Summary
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    Module contents overview
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    Performance vs Scalability
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    Vertical & Horizontal scalability
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    Reverse proxy
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    A reference software system for discussing scalability
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    Scalability principles
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    Modularity for scalability
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    Replication
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    Stateful replication in web applications
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    Stateless replication in web applications
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    Stateless replication of services
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    Database replication
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    Database replication types
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    Need for specialized services
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    Specialized services - SOAP/REST
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    Asynchronous services
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    Asynchronous processing & scalability
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    Caching for scalability
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    Vertical partitioning with micro-services
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    Database partitioning
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    Database partitioning selection
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    Routing with database partitioning
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    Methods for horizontal scalability
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    Dealing with large scale systems
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    Load balancing multiple instances
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    Discovery service and load balancing
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    Load balancer discovery
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    HLB vs SLB
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    Layer-7 load balancers
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    DNS as load balancer
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    Global server load balancing
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    Global data replication
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    Auto scaling instances
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    Micro-Services Architecture
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    Micro-Services Motivation
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    Service Oriented Architecture
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    Micro-Services Architecture Style
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    Transactions in Micro-Services
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    Compensating Transactions - SAGA Pattern
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    Micro-services communication model
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    Event driven transactions
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    Extreme scalability with NoSQL and Kafka
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    Summary
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    Module contents overview
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    Failures in large scale distributed systems
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    Partial system failures
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    Reliability engineering topics
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    Reliability
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    Availability
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    High Availability
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    Fault Tolerance
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    Designing Fault Tolerance
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    Fault tolerant design
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    Redundancy
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    Types of redundancy
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    Single point of failures
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    Stateless component redundancy
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    Stateful component redundancy
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    Load balancer redundancy
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    Datacentre infrastructure as SPOF
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    Creating datacenter redundancy
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    Fault detection
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    Fault models
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    Health checks
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    External monitoring service
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    Internal cluster monitoring
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    Fault detection in a system
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    Recovering from failures
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    Stateless component recovery
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    Stateful Failovers
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    Load Balancer high availability
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    Database recovery with hot standby
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    Database recovery with warm standby
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    Database recovery with cold backups
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    High Availability in large scale systems
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    Failover best practices
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    System stability
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    Timeouts
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    Retries
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    Circuit Breaker
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    Fail Fast and Shed Load
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    Summary
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    Module contents overview
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    Security objectives
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    Network security
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    Symmetric key encryption
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    Public key encryption
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    Secure network protocol
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    SSL and TLS
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    Hashing
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    Digital signatures
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    Digital certificates
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    Chain of trust
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    TLS/SSL handshake
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    Secure network channel
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    Firewalls
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    Network security
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    Identity management
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    Authentication and authorization
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    Authentication
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    Credentials transfer
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    Credentials verification
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    Stateful authentication
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    Stateless authentication
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    Single Sign-On
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    Access management
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    Role based access control model
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    Role based access example
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    Authorization
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    OAuth2 token grant
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    OAuth2 token grant - Code Flow
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    OAuth2 token grant - Password Flow
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    OAuth2 in a system
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    OAuth2 token types
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    Json Web Tokens
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    Token storage
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    Securing data at rest
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    Securing a Software System
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    Common vulnerabilities
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    SQL Injection
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    Cross Site Scripting
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    Cross Site Resource Forgery
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    Summary
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    Module contents overview
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    Large scale deployment challenges
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    Application deployment
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    Infrastructure deployment
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    System operations
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    Modern deployment solutions
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    Application deployment
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    Component deployment
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    Component deployment automation
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    Deployment with Virtual Machines
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    Isolation through virtual machines
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    Deployment with Containers
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    Docker containers
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    Infrastructure deployment
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    Infrastructure requirements
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    Provisioning and configuration
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    Deployment with containers on Cloud
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    Deployment with AWS cloud stack
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    Deployment with Kubernetes
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    Kubernetes lifecycle management
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    Kubernetes naming and addressing
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    Kubernetes scaling with multiple instances
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    Kubernetes load balacing
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    Kubernetes high availability
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    Kubernetes rolling upgrades
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    Kubernetes capabilities
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    Kubernetes deployment
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    Kubernetes services and workloads
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    Kubernetes architecture
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    System upgrades
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    Rolling updates
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    Canary deployment
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    Recreate deployment
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    Blue Green deployment
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    A/B testing
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    Summary
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    Module contents overview
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    Reference system for using tech platforms
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    Web applications
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    Solutions for web applications
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    Apache web server
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    Apache webServer architecture
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    Apache webserver scalability
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    Nginx webserver
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    Nginx architecture
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    Nginx as reverse proxy and cache
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    Web containers & spring framework
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    Jetty & Spring
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    Node.JS
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    Node.JS event loop
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    Cloud Solutions for web
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    Cloud storage
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    Cloud CDN
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    Services
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    Services solutions
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    Memcached
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    Memcached Architecture
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    Redis Cache & its architecture
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    Cloud caching solutions
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    RabbitMQ
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    RabbitMQ architecture
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    Kafaka architecture
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    Redis Pub/Sub
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    Cloud MQ solutions
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    Datastores
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    Datastore solutions
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    RDBMS
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    RDBMS scalability architecture
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    NoSQL objectives & trade-offs
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    Amazon DynamoDB
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    DynamoDB architecture
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    Google BigTable
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    BigTable architecture
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    HBase
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    Cassandra
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    Cassandra features
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    MongoDB
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    MongoDB architecture
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    Analytics
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    Analytics solutions
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    Logstash architecture
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    Logstash data streaming architecture
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    Fluentd
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    Elasticsearch
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    Elasticsearch architecture
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    Hadoop HDFS
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    Map-Reduce
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    Apache Spark
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    Stream processing
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    Summary