Evaluating the potential of disaggregated memory systems for HPC applications

N Ding, P Maris, HA Nam, T Groves… - Concurrency and …, 2024 - Wiley Online Library
Disaggregated memory is a promising approach that addresses the limitations of traditional
memory architectures by enabling memory to be decoupled from compute nodes and …

A quantitative approach for adopting disaggregated memory in HPC systems

J Wahlgren, G Schieffer, M Gokhale… - Proceedings of the …, 2023 - dl.acm.org
Memory disaggregation has recently been adopted in data centers to improve resource
utilization, motivated by cost and sustainability. Recent studies on large-scale HPC facilities …

A Programming Model for Disaggregated Memory over CXL

G Assa, M Friedman, O Lahav - arXiv preprint arXiv:2407.16300, 2024 - arxiv.org
CXL (Compute Express Link) is an emerging open industry-standard interconnect between
processing and memory devices that is expected to revolutionize the way systems are …

Programming the Future: the Essential Role of System Topology Awareness in Heterogeneous Disaggregated Environments

B Branchini, I Di Dio Lavore, VG Castellana… - Proceedings of the …, 2024 - dl.acm.org
Heterogeneous disaggregated systems represent a promising solution to deliver the
performance required by next-generation High-Performance Computing (HPC) workloads …

Using Isoefficiency as a Metric to Assess Disaggregated Memory Systems for High Performance Computing

A Devulapally, M Halappanavar, A Puri… - Proceedings of the …, 2024 - dl.acm.org
Memory disaggregation is an approach to decouple compute and memory to minimize the
total cost of ownership. However, analytical methods to study the impact of this approach are …

The Feasibility of Utilizing Low-Power DRAM in Disaggregated Systems

A Akram - Proceedings of the International Symposium on …, 2023 - dl.acm.org
This study investigates low-power DRAM's viability in disaggregated memory systems.
Through gem5 simulations and NAS Parallel Benchmark suite evaluations, we find that …

[PDF][PDF] The Feasibility of Utilizing Low-Power DRAM in Disaggregated Memory Systems

A Akram - Channels - memsys.io
This study investigates low-power DRAM's viability in disaggregated memory systems.
Through gem5 simulations and NAS Parallel Benchmark suite evaluations, we find that …