Framework for studies of stream application mappings in many-core architectures

• Grant number: 23/00212-0
• Support Opportunities: Regular Research Grants
• Start date: April 01, 2023
• End date: March 31, 2025
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Emerson Carlos Pedrino
• Grantee: Emerson Carlos Pedrino
• Host Institution: Centro de Ciências Exatas e de Tecnologia (CCET). Universidade Federal de São Carlos (UFSCAR). São Carlos , SP, Brazil
• Associated researchers: Gianluca Tempesti ; Marcio Merino Fernandes ; Valentin Obac Roda

Abstract

In this research project, it is intended to develop a framework, simple and intuitive to use, for studies and mapping simulations of stream applications (video/images), but not only, in many-core architectures, through the use of intelligent systems, in particular multiobjective GAs, for automatic generation of these maps, so that they can be executed concurrently, be fault tolerant, efficient, and high performing in a real-world problem scenario, if required. Such applications will be represented through graphs containing distributed tasks. So, each node of a given graph will be mapped to a processing node of a virtual architecture to be generated by the framework, in which each of its processors will be responsible for executing instructions allocated to them, according to a given task. The processing elements will be linked to other nodes through a rectangular arrangement (mesh architecture), also virtual, containing routing elements interconnected in a network (NOC) with XY strategy. (AU)

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

DOURADO, ANTONIO MIGUEL BATISTA; PEDRINO, EMERSON CARLOS. Towards interactive customization of multimodal embedded navigation systems for visually impaired people. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, v. 176, p. 19-pg., 2023-08-01. (23/00212-0)