Work

A Proposal for a Distributed Performance Analysis Tool for a Task-based Parallelism Framework

Year: 2025

Type: conference-paper

Abstract: We propose CharmVZ, a distributed Python-based performance analysis tool for applications developed with Charm++. Inspired by StarVZ, CharmVZ addresses the limitations of current tools by offering a distributed option to analyze large-scale traces of widely used applications such as ChaNGa and NAMD. Additionally, by integrating with the Python ecosystem, CharmVZ will enable new ways of analyzing data, for example, through machine learning, making it a novel tool for optimizing HPC applications.

DOI: 10.5753/eradrs.2025.6788

Authors: Christian Asch, Lucas Mello Schnorr, Esteban Meneses

Institutions: Universidad de Costa Rica, Centro Nacional de Alta Tecnología, Universidade Federal do Rio Grande do Sul, Instituto Tecnológico de Costa Rica

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

OpenAlex ID: W4411169510

FWCI:

Cites: 6

Cited by:

Related to: 10