Characterizing the performance loss of software transactional memory systems on a NUMA architecture

• Grant number: 20/15402-0
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: January 01, 2021
• End date: December 31, 2021
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Principal Investigator: Alexandro José Baldassin
• Grantee: André Libório de Barros Ferraz
• Host Institution: Instituto de Geociências e Ciências Exatas (IGCE). Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Rio Claro , SP, Brazil
• Associated research grant: 18/15519-5 - Performance optimizations for multicore architectures, AP.JP2

Abstract

This scientific initiation project seeks to characterize the main sources of performanceloss of traditional transactional memory systems when executed on NUMA systems. Theidea for this project is to focus on software implementation of TM (STM) and use a 64-coreAMD machine, which is a large NUMA system, for the study. The goal of the project is to provide information that can be used to design new NUMA-aware STM algorithms.