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Improving I/O performance for exascale applications through online data layout reorganization
The applications being developed within the US Exascale Computing Project (ECP) to run
on imminent Exascale computers will generate scientific results with unprecedented fidelity …
on imminent Exascale computers will generate scientific results with unprecedented fidelity …
A view from ORNL: Scientific data research opportunities in the big data age
One of the core issues across computer and computational science today is adapting to,
managing, and learning from the influx of" Big Data". In the commercial space, this problem …
managing, and learning from the influx of" Big Data". In the commercial space, this problem …
Accelerating multigrid-based hierarchical scientific data refactoring on gpus
Rapid growth in scientific data and a widening gap between computational speed and I/O
bandwidth make it increasingly infeasible to store and share all data produced by scientific …
bandwidth make it increasingly infeasible to store and share all data produced by scientific …
Analysis and modeling of the end-to-end i/o performance on olcf's titan supercomputer
With the increase of scale and complexity seen in a variety of leadership-class scientific
computation and simulation applications, it has become more important to understand their …
computation and simulation applications, it has become more important to understand their …
[PDF][PDF] Agriculture data analysis using parallel k-nearest neighbour classification algorithm
V Muninarayanappa, R Ranjan - Int J Reconfigurable & Embedded …, 2024 - academia.edu
A cost-effective and effective agriculture management system is created by utilizing data
analytics (DA), internet of things (IoT), and cloud computing (CC). Geographic information …
analytics (DA), internet of things (IoT), and cloud computing (CC). Geographic information …
Nvmm-oriented hierarchical persistent client caching for lustre
In high-performance computing (HPC), data and metadata are stored on special server
nodes and client applications access the servers' data and metadata through a network …
nodes and client applications access the servers' data and metadata through a network …
FT-PBLAS: PBLAS-based fault-tolerant linear algebra computation on high-performance computing systems
Y Zhu, Y Liu, G Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
As high-performance computing (HPC) systems have scaled up, resilience has become a
great challenge. To guarantee resilience, various kinds of hardware and software …
great challenge. To guarantee resilience, various kinds of hardware and software …
Orchestrating fault prediction with live migration and checkpointing
Checkpoint/Restart (C/R) is widely used to provide fault tolerance on High-Performance
Computing (HPC) systems. However, Parallel File System (PFS) overhead and failure …
Computing (HPC) systems. However, Parallel File System (PFS) overhead and failure …
A novel method for victim block selection for NAND flash-based solid state drives based on scoring
The NAND flash memories have endurance issues in a high-performance computing (HPC)
environment because of their blocks' limited lifetime. Hence, the NAND flash block allocation …
environment because of their blocks' limited lifetime. Hence, the NAND flash block allocation …
A novel location aware content prefetching technique for mobile adhoc network
Numerous design has been presented in recent time for reducing data access, retrieval
latency and improve data availability and accessibility in mobile adhoc network (MANET) …
latency and improve data availability and accessibility in mobile adhoc network (MANET) …