A survey of communication performance models for high-performance computing

JA Rico-Gallego, JC Díaz-Martín… - ACM Computing …, 2019 - dl.acm.org
This survey aims to present the state of the art in analytic communication performance
models, providing sufficiently detailed descriptions of particularly noteworthy efforts …

[PDF][PDF] A survey of high-level parallel programming models

E Belikov, P Deligiannis, P Totoo, M Aljabri… - Heriot-Watt University …, 2013 - macs.hw.ac.uk
Increasingly heterogeneous and hierarchical parallel architectures are now mainstream,
however, most of the traditional programming models are lowlevel and explicit, limiting …

Model-based estimation of the communication cost of hybrid data-parallel applications on heterogeneous clusters

JA Rico-Gallego, AL Lastovetsky… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Heterogeneous systems composed of CPUs and accelerators sharing communication
channels of different performance are getting mainstream in HPC but, at the same time, they …

Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE

JA Martínez, EM Garzón, A Plaza, I García - The Journal of …, 2011 - Springer
This work studies the problem of balancing the workload of iterative algorithms on
heterogeneous multiprocessors. An approach, called ADITHE, is proposed and evaluated …

Обзор моделей параллельных вычислений

НА Ежова, ЛБ Соколинский - Вестник Южно-Уральского …, 2019 - cyberleninka.ru
Цель данного обзора дать максимально полное представление о достижениях и
современном состоянии дел в разработке аналитических моделей параллельных …

An analytical model for multilevel performance prediction of Multi-FPGA systems

B Holland, AD George, H Lam, MC Smith - ACM Transactions on …, 2011 - dl.acm.org
Power limitations in semiconductors have made explicitly parallel device architectures such
as Field-Programmable Gate Arrays (FPGAs) increasingly attractive for use in scalable …

Modeling multigrain parallelism on heterogeneous multi-core processors: A case study of the Cell BE

F Blagojevic, X Feng, KW Cameron… - … and Compilers: Third …, 2008 - Springer
Heterogeneous multi-core processors invest the most significant portion of their transistor
budget in customized “accelerator” cores, while using a small number of conventional low …

Resource analyses for parallel and distributed coordination

PW Trinder, MI Cole, K Hammond… - Concurrency and …, 2013 - Wiley Online Library
Predicting the resources that are consumed by a program component is crucial for many
parallel or distributed systems. In this context, the main resources of interest are execution …

HLognGP: A parallel computation model for GPU clusters

F Lu, J Song, Y Pang - Concurrency and Computation: Practice …, 2015 - Wiley Online Library
Parallel computation model is an abstraction for the performance characteristics of parallel
computers, and should evolve with the development of computational infrastructure. The …

Analytical performance models of parallel programs in clusters

DR Martınez, V Blanco, M Boullón… - Parallel Computing …, 2007 - books.google.com
This paper presents a framework based on an user driven methodology to obtain analytical
models on parallel systems and, in particular, clusters. This framework consists of two …