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High Performance Computing

Post Graduate Diploma in Data Science

Explore High Performance Computing as part of Post Graduate Diploma in Data Science. Read the syllabus and available chapters online.

Academic programmePost Graduate Diploma in Data Science

LevelPost Graduate

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High Performance ComputingSyllabus

Foundations Of High Performance ComputingChapter 1

Processor Memory And Interconnect ArchitecturesChapter 2

Performance Measurement And Scalability ModelsChapter 3

Parallel Computing Models And Algorithm DesignChapter 4

Shared Memory Parallel ProgrammingChapter 5

Distributed Memory ComputingChapter 6

Accelerators And Heterogeneous ComputingChapter 7

Scalable Algorithms For Data ScienceChapter 8

Data Intensive Hpc And Storage SystemsChapter 9

Profiling Debugging And Performance OptimizationChapter 10

Hpc Platforms Scheduling And Cloud DeploymentChapter 11

Resilience Security And ReproducibilityChapter 12

Hpc For Artificial Intelligence And Emerging WorkloadsChapter 13

Hpc Strategy Economics And Sustainable ManagementChapter 14

Governance Industry Trends And Future HpcChapter 15