Big Data and Cloud Computing

Big Data and Cloud Computing

1. Big Data

   • The Four Vs
     • Volume
     • Velocity
     • Variety
     • Variability
   • Properties
     • Fault Tolerance
     • Robustness
     • Low Latency
     • Scalability
     • Generalization
     • Extensibility
     • Ad Hoc Queries
     • Minimal Maintenance
     • Debuggability
   • Applications
     • Apache Spark

2. Cloud Computing

   • Properties
     • On-Demand Self-Service
     • Broad Network Access
     • Resource Pooling
     • Rapid Elasticity
     • Measured Service
   • Architecture
   • Regions and Availability Zones
   • Service Models
     • IaaS
     • PaaS
     • SaaS
   • Deployment Models
     • Public Cloud
     • Private/Community Cloud
     • Hybrid Cloud

3. Cloud Storage

   • Storage Models
     • File Systems
     • Object Stores
     • Relational Databases
     • NoSQL Databases
     • Data Warehouses

4. Instance Group

   • Mechanisms
     • Auto Scaling
     • Auto Healing
     • Load Balancing
     • Regional Coverage
   • Virtual Machines
     • Sole-Tenant Mode

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