Main memory in HPC: Do we need more or could we live with less?

D Zivanovic, M Pavlovic, M Radulovic, H Shin… - ACM Transactions on …, 2017 - dl.acm.org
An important aspect of High-Performance Computing (HPC) system design is the choice of
main memory capacity. This choice becomes increasingly important now that 3D-stacked …

The case for non-volatile ram in cloud hpcaas

Y Fridman, R Harel, G Oren - arXiv preprint arXiv:2208.02240, 2022 - arxiv.org
HPC as a service (HPCaaS) is a new way to expose HPC resources via cloud services.
However, continued effort to port large-scale tightly coupled applications with high …

Memory bandwidth and latency in HPC: system requirements and performance impact

M Radulović - 2019 - upcommons.upc.edu
A major contributor to the deployment and operational costs of a large-scale high-
performance computing (HPC) clusters is the memory system. In terms of system …

Mainstream vs. emerging HPC: Metrics, trade-offs and lessons learned

M Radulovic, K Asifuzzaman… - 2018 30th …, 2018 - ieeexplore.ieee.org
Various servers with different characteristics and architectures are hitting the market, and
their evaluation and comparison in terms of HPC features is complex and multidimensional …

[PDF][PDF] NVM-based energy and cost efficient hpc clusters

O Patil, L Ionkov, J Lee, F Mueller, M Lang - 2021 - researchgate.net
ABSTRACT Non-Volatile Memory (NVM) is a byte-addressable, high capacity, high latency
and a persistent form of memory that can extend the primary memory hierarchy by another …

[图书][B] Towards Large-Capacity and Cost-Effective Main Memories

D Knyaginin - 2017 - search.proquest.com
Large, multi-terabyte main memories per processor socket are instrumental to address the
continuously growing performance demands of domains like high-performance computing …

Memory systems for high-performance computing: the capacity and reliability implications

D Živanovič - 2018 - upcommons.upc.edu
Memory systems are signicant contributors to the overall power requirements, energy
consumption, and the operational cost of large high-performance computing systems (HPC) …

Energy optimising methodologies on heterogeneous data centres

R Nishtala - 2017 - upcommons.upc.edu
In 2013, US data centres accounted for 2.2% of the country's total electricity consumption, a
figure that is projected to increase rapidly over the next decade. A significant proportion of …