Parallel & Distributed Computing
Parallel and distributed computing look into the theoretical foundations for solving problems by dividing them into smaller pieces and executing them simultaneously. This introductory course lays the groundwork for understanding how to harness the power of multiple processors or computers to tackle complex computational challenges.
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Parallel Programming Models: SIMD and MIMD
With the ever-changing landscape of computing, the demand for faster and more efficient processing of big data has become necessary ...
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Parallel Programming Languages and Tools: MPI, OpenMPI, OpenMP, CUDA, TBB
In the age of ever-growing devices, massive data and complex computations, the power of multiple processors simultaneously has become crucial ...
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Introduction to Parallel Programming Languages: Unlocking the Power of Multiple Processors
As data sizes and computational demands grow, traditional sequential programming approaches often reach their limits. Parallel programming languages offer a ...
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Shared and Distributed Memory in Parallel Computing
In parallel and distributed computing, memory management becomes crucial when dealing with multiple processors working together. Two prominent approaches exist: ...
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Exploring the Architecture of Parallel Computing
Parallel computing architecture involves the simultaneous execution of multiple computational tasks to enhance performance and efficiency. This tutorial provides an ...
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Technologies for Network-Based Systems (Parallel Computing)
In today's digital age, the seamless functionality of everyday technologies like smartphones and web applications relies on the intricate workings ...
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Asynchronous and Synchronous Computation for Parallel Computing
Parallel and distributed computing are crucial paradigms in modern computing, enabling the efficient utilization of resources and the acceleration of ...
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Understanding GPUs: Exploring Their Architecture and Functionality
A GPU, or Graphics Processing Unit, is a specialized electronic circuit designed to rapidly manipulate and alter memory to accelerate ...
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Historical Background and Evolution of Parallel and Distributed Computing
Parallel and distributed computing have revolutionized the way we process vast amounts of data and execute complex computations. This tutorial ...
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Introduction to Parallel and Distributed Computing
Imagine you're sitting at home, streaming your favourite videos on YouTube while millions of others across the globe are doing ...