Proceedings of the International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)

Full Papers

• TangramFP: Energy-Efficient, Bit-Parallel, Multiply-Accumulate for Deep Neural Networks

  Yuan Yao, Xiaoyue Chen, Hannah Atmer, Stefanos Kaxiras

  1-12

  • IEEE Xplore
• DYAD: Locality-aware Data Management for accelerating Deep Learning Training

  Hariharan Devarajan, Ian Lumsden, Chen Wang, Konstantia Georgouli, Tom Scogland, Jae-Seung Yeom, Michela Taufer

  13-24

  • IEEE Xplore
• JANUS: A Simple and Efficient Speculative Defense using Reinforcement Learning

  Pavlos Aimoniotis, Stefanos Kaxiras

  25-36

  • IEEE Xplore
• Exploiting Processor Heterogeneity to Improve Throughput and Reduce Latency for Deep Neural Network Inference

  Olivier Beaumont, Jean-François David, Lionel Eyraud-Dubois, Samuel Thibault

  37-48

  • IEEE Xplore
• DeepWave: A Software Stack for Parallelizing Deep Learning Models Used in Geophysics

  Allan Pinto, Gustavo Leite, Marcio Pereira, Hervé Yviquel, Sandro Rigo, Guido Araujo

  49-58

  • IEEE Xplore
• A new level-set analysis and sparse storage format for the SPTRSV in GPUs

  Manuel Freire, Ernesto Dufrechou, Pablo Ezzatti

  59-69

  • IEEE Xplore
• A Performance and Energy Study of GPU-Resident Preconditioners for Conjugate Gradient Solvers: In the Context of Existing and Novel Approaches

  Kasia Świrydowicz, Jesun Firoz, Joseph Manzano, Mahantesh Halappanavar, Stephen Thomas, Kevin Barker

  70-80

  • IEEE Xplore
• TailorFS: An Adaptive File System to Support Dynamic I/O requirements of HPC Workloads

  Hariharan Devarajan, Kathryn Mohror

  81-92

  • IEEE Xplore
• High-Quality I/O Bandwidth Prediction with Minimal Data via Transfer Learning Workflow

  Dmytro Povaliaiev, Radita Liem, Julian Kunkel, Jay Lofstead, Philip Carns

  93-104

  • IEEE Xplore
• To Derive or Not to Derive: I/O Libraries Take Charge of Derived Quantities Computation

  Ana Gainaru, Norbert Podhorszki, Liz Dulac, Qian Gong, Scott Klasky, Greg Eisenhauer, Antonios Kougkas, Xian-He Sun, Jay Lofstead

  105-115

  • IEEE Xplore
• Characterizing the Impact of Job Execution on the Occurrence of Memory Failures on a Petascale HPC System

  Scott Levy, Josh Hemmert, Kurt Ferreira, Kevin Pedretti

  116-126

  • IEEE Xplore
• Towards Performance Portability of an Oil and Gas Application on Heterogeneous Architectures

  Arthur Lorenzon, Phillipe O. Navaux, Alexandre Sardinha, Bronson Messer

  127-137

  • IEEE Xplore
• IDS-DEEP: a strategy for selecting the best IDS for Drones with heterogeneous EmbEdded Platforms

  Louis Morge-Rollet, Camélia Slimani, Laurent Lemarchand, Frédéric Le Roy, David Espes, Jalil Boukhobza

  138-147

  • IEEE Xplore
• Optimal Time and Energy-Aware Client Selection Algorithms for Federated Learning on Heterogeneous Resources

  Alan L. Nunes, Cristina Boeres, Lúcia M. A. Drummond, Laércio L. Pilla

  148-158

  • IEEE Xplore
• Disaggregated Memory with SmartNIC Offloading: a Case Study on Graph Processing

  Jacob Wahlgren, Gabin Schieffer, Maya Gokhale, Roger Pearce, Ivy Peng

  159-169

  • IEEE Xplore
• Analyzing HPC Monitoring Data With a View Towards Efficient Resource Utilization

  Samuel Maloney, Estela Suarez, Norbert Eicker, Filipe Guimarães, Wolfgang Frings

  170-181

  • IEEE Xplore
• DeVAS: Decoupled Virtual Address Spaces

  Mirco Mannino, Biagio Peccerillo, Andrea Mondelli, Sandro Bartolini

  182-193

  • IEEE Xplore
• DRAM Errors and Cosmic Rays: Space Invaders or Science Fiction?

  Isaac Boixaderas, Jorge Amaya, Sergi Moré, Javier Bartolome, David Vicente, Osman Unsal, Dimitris Gizopoulos, Paul M. Carpenter, Petar Radojković, Eduard Ayguadé

  194-205

  • IEEE Xplore
• Memory Sandbox: A Versatile Tool for Analyzing and Optimizing HBM Performance in FPGA

  Elias Perdomo, Xavier Martorell, Teresa Cervero, Behzad Salami

  206-217

  • IEEE Xplore
• S-Clflush: Securing Against Flush-based Cache Timing Side-Channel Attacks

  Tejeshwar Thorawade, Prajakta Yeola, Varun Venkitaraman, Virendra Singh

  218-228

  • IEEE Xplore
• To Protect or Not To Protect: Probability-Aware Selective Protection for Sparse Iterative Solvers

  Daniel Ryley Johnson, Hongyang Sun, Joshua Dennis Booth, Padma Raghavan

  229-238

  • IEEE Xplore