Search Results - distributed computing, future of high‐performance computing

Distributed and heterogeneous tensor–vector contraction algorithms for high performance computing by Martinez-Ferrer, Pedro J., Yzelman, Albert-Jan, Beltran, Vicenç

“…). This paper brings distributed-memory parallelization to a native TVC algorithm for dense tensors that overall remains oblivious to contraction mode, tensor splitting, and tensor order…”
Get full text

Mesh Partitioning for Efficient Use of Distributed Systems by Chen, Jian, Taylor, Valerie E.

“…This chapter contains sections titled: Introduction Major Issues Related to Mesh Partitioning for Distributed Systems Description of Part Parallel Simulated…”
Get full text

Mochi: Composing Data Services for High-Performance Computing Environments by Ross, Robert B., Amvrosiadis, George, Carns, Philip, Cranor, Charles D., Dorier, Matthieu, Harms, Kevin, Ganger, Greg, Gibson, Garth, Gutierrez, Samuel K., Latham, Robert, Robey, Bob, Robinson, Dana, Settlemyer, Bradley, Shipman, Galen, Snyder, Shane, Soumagne, Jerome, Zheng, Qing

“…Technology enhancements and the growing breadth of application workflows running on high-performance computing (HPC…”
Get full text

Special Section: Grid computing, high-performance and distributed applications by Herrero, Pilar, Katz, Daniel S., Pérez, María S., Talia, Domenico

Get full text

OpusJava: A Java framework for distributed high performance computing by Laure, Erwin

“… In this paper we present OpusJava, a Java based framework for distributed high performance computing (DHPC…”
Get full text

A Java Framework for Distributed High Performance Computing by Laure, Erwin

“… In this paper we present OpusJava, a Java based framework for distributed high performance computing (DHPC…”
Get full text

Patterns for High Performance Multiscale Computing by Alowayyed, S., Piontek, T., Suter, J.L., Hoenen, O., Groen, D., Luk, O., Bosak, B., Kopta, P., Kurowski, K., Perks, O., Brabazon, K., Jancauskas, V., Coster, D., Coveney, P.V., Hoekstra, A.G.

“…We describe our Multiscale Computing Patterns software for High Performance Multiscale Computing…”
Get full text

Resource-adaptive successive doubling for hyperparameter optimization with large datasets on high-performance computing systems by Aach, Marcel, Sarma, Rakesh, Neukirchen, Helmut, Riedel, Morris, Lintermann, Andreas

“… On High-Performance Computing (HPC) systems, several configurations can be evaluated in parallel to speed up this Hyperparameter Optimization (HPO…”
Get full text

GARLSched: Generative adversarial deep reinforcement learning task scheduling optimization for large-scale high performance computing systems by Li, Jingbo, Zhang, Xingjun, Wei, Jia, Ji, Zeyu, Wei, Zheng

“…Efficient task scheduling has become increasingly complex as the number and type of tasks proliferate and the size of computing resource grows in large-scale distributed high-performance computing (HPC) systems…”
Get full text

Thermal Model Identification of Computing Nodes in High-Performance Computing Systems by Diversi, Roberto, Bartolini, Andrea, Benini, Luca

“…Thermal-aware design and online optimization of the cooling effort are becoming increasingly important in current and future high-performance computing (HPC) systems…”
Get full text

High Performance Computing for Hyperspectral Remote Sensing by Plaza, Antonio, Du, Qian, Chang, Yang-Lang, King, Roger L.

“… In recent years, several efforts have been directed towards the incorporation of high-performance computing (HPC…”
Get full text

Hierarchical and distributed data storage for computing continuum by Del-Pozo-Puñal, Elias, Garcia-Carballeira, Felix, Camarmas-Alonso, Diego, Calderon-Mateos, Alejandro

“… To address these issues, architectures such as fog and edge computing emerged that proposed bringing information processing and storage closer to the data generators…”
Get full text

pipsCloud: High performance cloud computing for remote sensing big data management and processing by Wang, Lizhe, Ma, Yan, Yan, Jining, Chang, Victor, Zomaya, Albert Y.

“… We propose pipsCloud to address these issues in an efficient manner, which combines recent cloud computing and HPC techniques to obtain a large-scale RS data processing system that is suitable…”
Get full text

Implementing molecular dynamics on hybrid high performance computers – Particle–particle particle-mesh by Brown, W. Michael, Kohlmeyer, Axel, Plimpton, Steven J., Tharrington, Arnold N.

“… Hybrid high-performance computers, machines with nodes containing more than one type of floating-point processor (e.g. CPU and GPU…”
Get full text

Globus automation services: Research process automation across the space–time continuum by Chard, Ryan, Pruyne, Jim, McKee, Kurt, Bryan, Josh, Raumann, Brigitte, Ananthakrishnan, Rachana, Chard, Kyle, Foster, Ian T.

“…Research process automation–the reliable, efficient, and reproducible execution of linked sets of actions on scientific instruments, computers, data stores,…”
Get full text

High-Performance Computing for Distributed Route Computation in Traffic Flow Models by Silva, Paulo, Smolková, Pavlína, Michailidu, Sofia, Beránek, Jakub, Macháček, Roman, Slaninová, Kateřina, Martinovič, Jan, Cmar, Radim

“…In the dynamic landscape of smart cities and traffic management, it is necessary to further explore the synergistic potential of realtime traffic data and high-performance computing to optimise…”
Get full text

Enabling machine learning-ready HPC ensembles with Merlin by Peterson, J. Luc, Bay, Ben, Koning, Joe, Robinson, Peter, Semler, Jessica, White, Jeremy, Anirudh, Rushil, Athey, Kevin, Bremer, Peer-Timo, Di Natale, Francesco, Fox, David, Gaffney, Jim A., Jacobs, Sam A., Kailkhura, Bhavya, Kustowski, Bogdan, Langer, Steven, Spears, Brian, Thiagarajan, Jayaraman, Van Essen, Brian, Yeom, Jae-Seung

“…, and batch scheduling, care must be taken to facilitate this analysis in a high performance computing (HPC) environment. In this paper, we present Merlin, a workflow framework to enable large ML-friendly ensembles of scientific HPC simulations…”
Get full text

Let’s HPC: A web-based platform to aid parallel, distributed and high performance computing education by Chaudhury, Bhaskar, Varma, Akshar, Keswani, Yashwant, Bhatnagar, Yashodhan, Parikh, Samarth

“…Let’s HPC (www.letshpc.org) is an evolving open-access web-based platform to supplement conventional classroom oriented High Performance Computing (HPC) and Parallel…”
Get full text

Armenian National Supercomputing Center: Bridging Science and Technology through High-Performance Computing by Mirzoyan, A., Sahakyan, V., Shoukourian, Yu, Astsatryan, H. V.

“… The paper provides an overview of the Aznavour supercomputer, a national digital infrastructure leveraging existing high-performance computing Big Data infrastructures…”
Get full text

Survey of Methodologies, Approaches, and Challenges in Parallel Programming Using High-Performance Computing Systems by Czarnul, Paweł, Drypczewski, Krzysztof, Proficz, Jerzy

“… Such detailed analysis has led us to the identification of trends in high-performance computing and of the challenges to be addressed in the near…”
Get full text