TY - CONF
AU - Portero, Antonio
AU - Falquez, Carlos
AU - Ho, Nam
AU - Petrakis, Polydoros
AU - Nassyr, Stepan
AU - Marazakis, Manolis
AU - Dolbeau, Romain
AU - Nocua Cifuentes, Jorge A.
AU - Beltran, Luis
AU - Pleiter, Dirk
AU - Suarez, Estela
TI - COMPESCE: A Co-design Approach for Memory Subsystem Performance Analysis in HPC Many-Cores
VL - 13949
CY - Cham
PB - Springer Nature Switzerland
M1 - FZJ-2023-05391
SN - 978-3-031-42784-8
T2 - Lecture Notes in Computer Science
SP - 105-119
PY - 2023
N1 - Grant Name: EPI-SGA2
AB - This paper explores the memory subsystem design through gem5 simulations of a non-uniform memory access (NUMA) architecture with ARM cores equipped with vector engines. And connected to a Network-on-Chip (NoC) following the Coherent Hub Interface (CHI) protocol. The study quantifies the benefits of vectorization, prefetching, and multichannel NoC configurations using a benchmark for generating memory patterns and indexed accesses. The outcomes provide insights into improving bus utilization and bandwidth and reducing stalls in the system. The paper proposes hardware/software (HW/SW) advancements to reach and use the HBM device with a higher percentage than 80% at the memory controllers in the simulated manycore system.
T2 - Architecture of Computing Systems - 36th International Conference
CY - 13 Jun 2023 - 15 Jun 2023, Athens (Greece)
Y2 - 13 Jun 2023 - 15 Jun 2023
M2 - Athens, Greece
LB - PUB:(DE-HGF)8 ; PUB:(DE-HGF)7
UR - <Go to ISI:>//WOS:001293532100008
DO - DOI:10.1007/978-3-031-42785-5_8
UR - https://juser.fz-juelich.de/record/1019434
ER -