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08/21/2023
CXL Memory as Persistent Memory for Disaggregated HPC: A Practical Approach
In the landscape of High-Performance Computing (HPC), the quest for effi...
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08/18/2023
Scope is all you need: Transforming LLMs for HPC Code
With easier access to powerful compute resources, there is a growing tre...
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08/16/2023
Explainable Multi-View Deep Networks Methodology for Experimental Physics
Physical experiments often involve multiple imaging representations, suc...
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08/15/2023
Quantifying OpenMP: Statistical Insights into Usage and Adoption
In high-performance computing (HPC), the demand for efficient parallel p...
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05/16/2023
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers
There is an ever-present need for shared memory parallelization schemes ...
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05/16/2023
MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers
Automatic source-to-source parallelization of serial code for shared and...
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04/09/2023
Portability and Scalability of OpenMP Offloading on State-of-the-art Accelerators
Over the last decade, most of the increase in computing power has been g...
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09/05/2022
ScalSALE: Scalable SALE Benchmark Framework for Supercomputers
Supercomputers worldwide provide the necessary infrastructure for ground...
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08/10/2022
Determining HEDP Foams' Quality with Multi-View Deep Learning Classification
High energy density physics (HEDP) experiments commonly involve a dynami...
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08/03/2022
The Case for Non-Volatile RAM in Cloud HPCaaS
HPC as a service (HPCaaS) is a new way to expose HPC resources via cloud...
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04/27/2022
Learning to Parallelize in a Shared-Memory Environment with Transformers
In past years, the world has switched to many-core and multi-core shared...
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04/25/2022
NVM-ESR: Using Non-Volatile Memory in Exact State Reconstruction of Preconditioned Conjugate Gradient
HPC systems are a critical resource for scientific research and advanced...
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09/13/2021
ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection
The usage of electronic devices increases, and becomes predominant in mo...
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09/05/2021
Assessing the Use Cases of Persistent Memory in High-Performance Scientific Computing
As the High Performance Computing world moves towards the Exa-Scale era,...
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04/22/2021
An End-to-End Computer Vision Methodology for Quantitative Metallography
Metallography is crucial for a proper assessment of material's propertie...
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02/25/2021
Optimized Memoryless Fair-Share HPC Resources Scheduling using Transparent Checkpoint-Restart Preemption
Common resource management methods in supercomputing systems usually inc...
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05/27/2020
ComPar: Optimized Multi-Compiler for Automatic OpenMP S2S Parallelization
Parallelization schemes are essential in order to exploit the full benef...
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05/08/2020
Distributed K-Backup Placement and Applications to Virtual Memory in Real-World Wireless Networks
The Backup Placement problem in networks in the CONGEST distributed sett...
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05/08/2020
Distributed K-Backup-Placement and Applications to Virtual Memory in Heterogeneous Networks
The Backup Placement problem in networks in the CONGEST distributed sett...
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04/03/2020
Complete CVDL Methodology for Investigating Hydrodynamic Instabilities
In fluid dynamics, one of the most important research fields is hydrodyn...
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10/14/2019
BACKUS: Comprehensive High-Performance Research Software Engineering Approach for Simulations in Supercomputing Systems
High-Performance Computing (HPC) platforms enable scientific software to...
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08/15/2019
Distributed Backup Placement in One Round and its Applications to Maximum Matching Approximation and Self-Stabilization
In the distributed backup-placement problem each node of a network has t...
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07/26/2019
Cooperative image captioning
When describing images with natural language, the descriptions can be ma...
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02/23/2019
Fast Distributed Backup Placement in Sparse and Dense Graphs
We consider the Backup Placement problem in networks in the CONGEST dist...
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07/25/2017
Mathematical Model for Detection of Leakage in Domestic Water Supply Systems by Reading Consumption from an Analogue Water Meter
In this article we introduce the principles to detect leakage using a ma...
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07/22/2017