[PDF][PDF] A Minimally Intrusive Approach for Automatic Assessment of Parallel Performance Scalability of Shared-Memory HPC Applications. Electronics 2022, 11, 689

VRG da Silva, ABN da Silva, CV Sakuyama… - 2022 - researchgate.net
High-performance computing systems have become increasingly dynamic, complex, and
unpredictable. To help build software that uses full-system capabilities, performance …

[PDF][PDF] Performance prediction of parallel systems with scalable specifications—methodology and case study

H Wabnig, G Haring - ACM SIGMETRICS Performance Evaluation …, 1994 - dl.acm.org
In parallel software development performance engineering is important to get to an efficient
parallel program. If, for example, the choosen parallel algorithm or load balancing strategy …

Statistical performance prediction for multicore applications based on scalability characteristics

OJ Arndt, M Lüders, H Blume - 2019 IEEE 30th International …, 2019 - ieeexplore.ieee.org
Multicore processors serve as target platforms in a broad variety of applications ranging from
high-performance computing to embedded mobile computing and automotive. But, the …

[PDF][PDF] Predicting parallel applications performance on non-dedicated cluster platforms

C Anglano - Proceedings of the 12th international conference on …, 1998 - dl.acm.org
We address the problem of performance prediction for parallel programs execut, ed on
clusters of heterogeneous workstations on which resource contention is present. We …

An analysis of processor resource models for use in performance prediction

E Papaefstathiou, DJ Kerbyson, GR Nudd, TJ Atherton - 1994 - wrap.warwick.ac.uk
With the increasing sophistication of both software and hardware systems, methodologies to
analyse and predict system performance is a topic of vital interest. This is particularly true for …

Performance prediction of data-dependent task parallel programs

H Gautama, AJC van Gemund - Euro-Par 2001 Parallel Processing: 7th …, 2001 - Springer
Current analytic solutions to the execution time prediction Y of binary parallel compositions
of tasks with arbitrary execution time distributions X 1 and X 2 are either computationally …

Towards a strategy for performance prediction on heterogeneous architectures

S Stanzani, R Cóbe, J Fialho, R Iope, M Gomes… - … Science–VECPAR 2018 …, 2019 - Springer
Performance prediction of applications has always been a great challenge, even for
homogeneous architectures. However, today's trend is the design of cluster running in a …

Parallel application signature for performance analysis and prediction

A Wong, D Rexachs, E Luque - IEEE Transactions on Parallel …, 2014 - ieeexplore.ieee.org
Predicting the performance of parallel scientific applications is becoming increasingly
complex. Our goal was to characterize the behavior of message-passing applications on …

PACE: A toolset to investigate and predict performance in parallel systems

DJ Kerbyson, JS Harper, A Craig, GR Nudd - 1996 - wrap.warwick.ac.uk
A toolset, PACE (PerforAnCE analysis environment) for predicting and analysing
performance issues in parallel systems is presented here. In this toolset expert knowledge …

Varcatcher: A framework for tackling performance variability of parallel workloads on multi-core

W Zhang, X Ji, B Song, S Yu, H Chen… - … on Parallel and …, 2016 - ieeexplore.ieee.org
The non-deterministic nature of multi-threaded workloads running on multi-core platforms
often leads to notable performance variability from run to run. Such variability makes …