Solutions for Distributed Memory Access Mechanism on HPC Clusters

Paper presents and evaluates various mechanisms for remote access to memory in distributed systems based on two distinct HPC clusters. We are comparing solutions based on the shared storage and MPI (over Infiniband and Slingshot) to the local memory access. This paper also mentions medical use-cases that would mostly benefit from the described solution. We have found out that results for remote access esp. backed by MPI are similar to local memory access.

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Publication Details

Published
2025-09-15
DOI
https://doi.org/10.1109/escience65000.2025.00077
Primary Topic
Distributed and Parallel Computing Systems
Type
article
Field-Weighted Citation Impact
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article

Solutions for Distributed Memory Access Mechanism on HPC Clusters

Jan Meizner, M. Malawski
Distributed and Parallel Computing Systems
article

Solutions for Distributed Memory Access Mechanism on HPC Clusters

Jan Meizner, M. Malawski
article en

Abstract

Paper presents and evaluates various mechanisms for remote access to memory in distributed systems based on two distinct HPC clusters. We are comparing solutions based on the shared storage and MPI (over Infiniband and Slingshot) to the local memory access. This paper also mentions medical use-cases that would mostly benefit from the described solution. We have found out that results for remote access esp. backed by MPI are similar to local memory access.

Openalex Percentile: Top 67%
Distributed and Parallel Computing Systems
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Solutions for Distributed Memory Access Mechanism on HPC Clusters — Jan Meizner, M. Malawski · (2025) | TGRS Research Map | TGRS