Janus: A Simple and Efficient Speculative Defense using Reinforcement Learning
Pavlos Aimoniotis (Uppsala University, Sweden), Stefanos Kaxiras (Uppsala University, Sweden)
TangramFP: Energy-Efficient, Bit-Parallel, Multiply-Accumulate for Deep Neural Networks
Yuan Yao (Uppsala University, Sweden), Xiaoyue Chen (Uppsala University, Sweden), Hannah Atmer (Uppsala University, Sweden), Stefanos Kaxiras (Uppsala University, Sweden)
DeVAS: Decoupled Virtual Address Spaces
Mirco Mannino (University of Siena, Italy), Biagio Peccerillo (University of Siena, Italy, Italy), Andrea Mondelli (Huawei, People's Republic of China), Sandro Bartolini (University of Siena, Italy)
S-Clflush: Securing Against Flush-based Cache Timing Side-Channel Attacks
Tejeshwar Bhagatsing Thorawade (Indian institute of Technology Bombay, India), Prajakta Yeola (Indian institute of Technology Bombay, India), Varun Venkitaraman (Indian Institute of Technology - Bombay, India), Virendra Singh
TailorFS: An Adaptive file system to support dynamic I/O requirements of HPC workloads.
FNU Hariharan Devarajan (LLNL), Kathryn Mohror (Lawrence Livermore National Laboratory)
DLDM: Locality-aware Data Management for accelerating Deep Learning Training
FNU Hariharan Devarajan (LLNL), Ian Lumsden (University of Tennessee, Knoxville), Chen Wang, Konstantia Georgouli, Jae-Seung Yeom, Michela
Taufer
High-Quality I/O Bandwidth Prediction with Minimal Data via Transfer Learning Workflow
Dmytro Povaliaiev (RWTH Aachen University), Radita Liem (RWTH Aachen University), Julian Kunkel (GWDG), Jay Lofstead, Philip Carns
DRAM errors and Cosmic Rays: Space Invaders or Science Fiction?
Isaac Boixaderas (Barcelona Supercomputing Center), Jorge Amaya, Sergi Moré, Javier Bartolome, David Vicente, Osman Unsal (Barcelona
Supercomputing Center), Dimitris Gizopoulos (University of Athens), Paul M. Carpenter (Barcelona Supercomputing Center), Petar Radojkovic
(Barcelona Supercomputing Center), Eduard Ayguade (Barcelona Supercomputing Center)
A new level-set analysis and sparse storage format for the SPTRSV in GPUs
Manuel Freire (Facultad de Ingeniería, UDELAR), Ernesto Dufrechou (Universidad de La República), Pablo Ezzatti (Universidad de La
República)
Optimal Time and Energy-Aware Client Selection Algorithms for Federated Learning on Heterogeneous Resources
Alan Lira Nunes (UFF), Cristina Boeres (Instituto de Computacao, UFF), Lucia M. A. Drummond (UFF), Laércio Lima Pilla (CNRS)
DeepWave: A Software Stack for Parallelizing Deep Learning Models Used in Geophysics
Allan Pinto (CNPEM), Gustavo Leite (UNICAMP), Marcio Pereira, Hervé Yviquel (UNICAMP), Sandro Rigo (UNICAMP), Guido Araujo (State University of Campinas)
To Protect or Not To Protect: Probability-Aware Selective Protection for Sparse Iterative Solvers
Daniel Johnson, Hongyang Sun (University of Kansas), Joshua Booth, Padma Raghavan
Towards Performance Portability of an Oil and Gas Application on Heterogeneous Architectures
Arthur Francisco Lorenzon (UFRGS), Alexandre Sardinha (Petróleo Brasileiro S.A.), Bronson Messer, Philippe Olivier Alexandre Navaux
(UFRGS)
Characterizing the Impact of Job Execution on the Occurrence of Memory Failures on a Petascale HPC System
scott levy (Sandia National Laboratories), Josh Hemmert, Kurt Ferreira, Kevin Pedretti
Exploiting Processor Heterogeneity to Improve Throughput and Reduce Latency for Deep Neural Network Inference
Olivier Beaumont, Jean-François DAVID (Inria), Lionel Eyraud-Dubois, Samuel Thibault (Inria Bordeaux Sud-Ouest)
To Derive or Not to Derive: I/O Libraries Take Charge of Derived Quantities Computation
Ana Gainaru (Oak Ridge National Laboratory), Greg Eisenhauer, Norbert Podhorszki, Liz Dulac, Qian Gong (Oak Ridge National Laboratory),
Anthony Kougkas, Jay Lofstead, Xian-He Sun (Illinois Institute of Technology, USA), Scott Klasky
A Performance and Energy Study of GPU-Resident Preconditioners for Conjugate Gradient Solvers: In the Context of Existing and Novel Approaches
Katarzyna Swirydowicz, Jesun Firoz (Pacific Northwest National Laboratory), Joseph Manzano, Stephen Thomas, Mahantesh Halappanavar,
Kevin Barker
Analyzing HPC Monitoring Data With a View Towards Efficient Resource Utilization
Samuel Maloney (FZJ), Estela Suarez (FZJ), Norbert Eicker (FZJ), Filipe Guimarães (FZJ), Wolfgang Frings (FZJ)
Memory Sandbox: A Versatile Tool for Analyzing and Optimizing HBM Performance in FPGA
Elias Perdomo (Barcelona Supercomputing Center), Xavier Martorell (Universitat Politècnica de Catalunya), Teresa Cervero, Behzad Salami (Barcelona Supercomputing Center)
Disaggregated Memory with SmartNIC Offloading: a Case Study on Graph Processing
Jacob Wahlgren (KTH Royal Institute of Technology), Gabin Schieffer (KTH Royal Institute of Technology), Maya Gokhale, Roger Pearce, Ivy Peng
(KTH Royal Institute of Technology)
IDS-DEEP: a strategy for selecting the best IDS for Drones with heterogeneous EmbEdded Platforms
Louis Morge-Rollet (ENSTAB), Camélia Slimani (ENSTAB), Laurent Lemarchand (University of Western Brittany), David Espes (Universite De Bretagne Occidentale, Brest), Frédéric Le Roy, Jalil Boukhobza (ENSTA)