Introduction to parallel computing for scientists and engineers. Shared memory parallel architectures and programming, distributed memory, message-passing data-parallel architectures, and programming.

This project is a C++ implementation of a Distributed Shared Memory (DSM) system. It provides a high-level abstraction for sharing variables among a set of distributed processes, simplifying parallel ...

Distributed algorithms for graph problems represent a vibrant area of study that addresses the challenges of decentralised computation across interconnected networks. By partitioning complex graph ...

CentralDSM provides a shared memory abstraction for distributed processes running on different machines. Applications can read and write to a common memory region as if it were local, while the system ...

Funded under the European Commission's IST programme, the POP project focused on generating an environment to allow applications designed using the OpenMP Application Program Interface (API) to ...

Abstract: In 2006, John Mellor-Crummey and Michael Scott received the Dijkstra Prize in distributed computing for their 1991 paper on algorithms for scalable synchronization on shared memory ...

Abstract: Modern Machine Learning (ML) training on large-scale datasets is a very time-consuming workload. It relies on the optimization algorithm Stochastic Gradient Descent (SGD) due to its ...