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06/15/2023
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation
High-Performance Computing (HPC) processors are nowadays integrated Cybe...
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05/04/2023
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework
DECICE is a Horizon Europe project that is developing an AI-enabled open...
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02/15/2023
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning
Decentralised Machine Learning (DML) enables collaborative machine learn...
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08/28/2022
RUAD: unsupervised anomaly detection in HPC systems
The increasing complexity of modern high-performance computing (HPC) sys...
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05/07/2022
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers
The new open and royalty-free RISC-V ISA is attracting interest across t...
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12/12/2020
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers
The analysis of source code through machine learning techniques is an in...
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08/14/2020
Toward an End-to-End Auto-tuning Framework in HPC PowerStack
Efficiently utilizing procured power and optimizing performance of scien...
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07/27/2020
A Machine Learning Approach to Online Fault Classification in HPC Systems
As High-Performance Computing (HPC) systems strive towards the exascale ...
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04/07/2020
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers
The increasing use of Internet-of-Things (IoT) devices for monitoring a ...
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09/27/2019
COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications
The power consumption of supercomputers is a major challenge for system ...
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02/22/2019
Online Anomaly Detection in HPC Systems
Reliability is a cumbersome problem in High Performance Computing System...
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02/18/2019
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring
High-performance computing installations, which are at the basis of web ...
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01/18/2019
The ANTAREX Domain Specific Language for High Performance Computing
The ANTAREX project relies on a Domain Specific Language (DSL) based on ...
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11/13/2018
Anomaly Detection using Autoencoders in High Performance Computing Systems
Anomaly detection in supercomputers is a very difficult problem due to t...
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10/26/2018
Online Fault Classification in HPC Systems through Machine Learning
As High-Performance Computing (HPC) systems strive towards exascale goal...
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10/03/2018
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection
Power and thermal management are critical components of high performance...
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07/26/2018
FINJ: A Fault Injection Tool for HPC Systems
We present FINJ, a high-level fault injection tool for High-Performance ...
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06/19/2018
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives
Power consumption is a looming treat in today's computing progress. In s...
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06/13/2018
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration
Energy efficiency is of paramount importance for the sustainability of H...
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06/07/2018