abcd-2014

 



Day-1 Models of Cloud & Distributed Computing - Prog. Paradigms

  • High Performance Computing & High Throughput Computing - Message Passing Clusters with Coprocessors / Accelerators, Grid & Utility Computing technologies, Peer-to-Peer Network families & Distributed Computing Systems
  • Cloud & Distributed Computing - Infrastructures & Programming Environment; Programming Environment - Service Oriented Architecture (SOA), Performance Metrics; Sessions on Message Passing Lib. - MPI, PVM & Hadoop MapReduce

Day-2 Cloud Computing & Big Data - Applications and Paradigms
  • Big Data & Cloud Computing -Architectural Styles for Cloud Applications The MapReduce Programming Model & its versions; HPC on Cloud
  • Big Data Prog.- Hadoop & MapReduce; Data flow languages
  • Big Graph Data Analytics - Algorithms & Real world networks
Day-3 Big Data - Privacy issues, Preprocessing, Data Models
  • Big Data: Privacy issues and Preprocessing techniques; An Overview of No SQL Databases - MapReduce Model;
  • Service Oriented Architecture - Web Services- & Case Studies - Amazon
  • Practical sessions on No SQL data models; MapReduce
  • Practical sessions - Distributed Computing Tuning & Performance - Hadoop Distributed File System (HDFS)
Day-4 System Models and Virtualization & Cloud Security
  • Cloud Resources Virtualization : Levels of Virtualization - HPC Systems & Data Centers; Deployment of Virtual Clusters; Virtual Storage Management; Cloud Security - Cloud users - Security Virtualization
  • Cloud Storage Systems - Distributed File Systems - NO SQL Data Bases, Google File Systems - Case Studies
  • Cloud Applications Development & Big Data - Case Studies
Day 5 Big Data : Analytics - Graph Computations
  • Massive Graph Scale Graphs & Open Source Software.
  • Graph Theoretic Analysis of Social Networks; Streaming Graph Partitioning for Massive Scale Graphs
  • Large Scale Data Processing - Out-of Core Algorithms
  • Social Media Analytics & Twitters - An overview of the Largest Social Networks - Case Studies - FaceBook