Hpcgcn: A predictive framework on high performance computing cluster log data using graph convolutional networks
This paper presents a novel use case of Graph Convolutional Network (GCN) learning
representations for predictive data mining, specifically from user/task data in the domain of …
representations for predictive data mining, specifically from user/task data in the domain of …
Optimizing performance and energy across problem sizes through a search space exploration and machine learning
HPC systems expose configuration options to assist optimization. Configurations such as
parallelism, thread and data mapping, or prefetching have been explored but with a limited …
parallelism, thread and data mapping, or prefetching have been explored but with a limited …
Scheduling distributed I/O resources in HPC systems
This paper presents a comprehensive investigation on optimizing I/O performance in the
access to distributed I/O resources in high-performance computing (HPC) environments. I/O …
access to distributed I/O resources in high-performance computing (HPC) environments. I/O …
Investigating HPC Job Resource Requests and Job Efficiency Reporting
T Jakobsche, N Lachiche… - 2023 22nd International …, 2023 - ieeexplore.ieee.org
High Performance Computing (HPC) systems are ever-evolving, increasing in complexity
and heterogeneity, while providing high computing power to scientific and data analysis …
and heterogeneity, while providing high computing power to scientific and data analysis …
Optimal checkpointing strategies for iterative applications
This work provides an optimal checkpointing strategy to protect iterative applications from
fail-stop errors. We consider a general framework, where the application repeats the same …
fail-stop errors. We consider a general framework, where the application repeats the same …
Allocation and Placement Algorithms for Scheduling Distributed I/O Resources in HPC Systems
This paper presents a comprehensive investigation on optimizing I/O performance in the
access to distributed I/O resources in high-performance computing (HPC) environments. I/O …
access to distributed I/O resources in high-performance computing (HPC) environments. I/O …