| 2024 | DeepWave: A Software Stack for Parallelizing Deep Learning Models Used in Geophysics. | Allan Pinto, Gustavo Leite, Mrcio Machado Pereira, Herv Yviquel, Sandro Rigo, Guido Araujo |
| 2024 | Memory Sandbox: A Versatile Tool for Analyzing and Optimizing HBM Performance in FPGA. | Elias Perdomo, Xavier Martorell, Teresa Cervero, Behzad Salami |
| 2024 | Optimal Time and Energy-Aware Client Selection Algorithms for Federated Learning on Heterogeneous Resources. | Alan L. Nunes, Cristina Boeres, Lcia M. A. Drummond, Larcio Lima Pilla |
| 2024 | The Tracer Files: Cracking the Case of Performance Impact in Tracing Linux File I/O for I/O-Intensive Applications. | Rodrigo Pereira do Nascimento, Alfredo Goldman vel Lejbman |
| 2024 | A Systematic Literature Review of I/O Optimization in HPC and Cloud Computing Environments. | Manuel Alexander Garcia Napa, Arthur Francisco Lorenzon |
| 2024 | IDS-DEEP: a strategy for selecting the best IDS for Drones with heterogeneous EmbEdded Platforms. | Louis Morge-Rollet, Camlia Slimani, Laurent Lemarchand, Frdric Le Roy, David Espes, Jalil Boukhobza |
| 2024 | DeVAS: Decoupled Virtual Address Spaces. | Mirco Mannino, Biagio Peccerillo, Andrea Mondelli, Sandro Bartolini |
| 2024 | Analyzing HPC Monitoring Data With a View Towards Efficient Resource Utilization. | Samuel A. Maloney, Estela Suarez, Norbert Eicker, Filipe Souza Mendes Guimares, Wolfgang Frings |
| 2024 | Towards Performance Portability of an Oil and Gas Application on Heterogeneous Architectures. | Arthur Francisco Lorenzon, Philippe O. A. Navaux, Alexandre Sardinha, Bronson Messer |
| 2024 | Characterizing the Impact of Job Execution on the Occurrence of Memory Failures on a Petascale HPC System. | Scott Levy, Joshua Hemmert, Kurt B. Ferreira, Kevin T. Pedretti |
| 2024 | To Protect or Not To Protect: Probability-Aware Selective Protection for Sparse Iterative Solvers. | Daniel Ryley Johnson, Hongyang Sun, Joshua Dennis Booth, Padma Raghavan |
| 2024 | User-Level Network Programmability: A Scalability Study for Data Center Infrastructure. | Patric Lincoln Ramires Izolan, Ivan Mangini Lopes Jnior, Ester S. Oribes, Braulio Marques de Souza, ngelo Nery Crestani Vieira, Paulo Silas Severo de Souza, Marcelo Caggiani Luizelli, Fbio D. Rossi |
| 2024 | 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 F. Lofstead |
| 2024 | A new level-set analysis and sparse storage format for the SPTRSV in GPUs. | Manuel Freire, Ernesto Dufrechou, Pablo Ezzatti |
| 2024 | TailorFS: An Adaptive File System to Support Dynamic I/O requirements of HPC Workloads. | Hariharan Devarajan, Kathryn Mohror |
| 2024 | 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 |
| 2024 | Spinner: Enhancing HPC Experimentation with a Streamlined Parameter Sweep Tool. | Rodrigo Ceccato, Jhonatan Clto, Gustavo Leite, Sandro Rigo, Jose Manuel Monsalve Diaz, Herv Yviquel |
| 2024 | An Instruction-Set Extension to Support Approximate Multicore Processors. | Daniela Catelan, Felipe Sovernigo, Liana Duenha, Ricardo Santos |
| 2024 | DRAM Errors and Cosmic Rays: Space Invaders or Science Fiction? | Isaac Boixaderas, Jorge Amaya, Sergi Mor, Javier Bartolome, David Vicente, Osman S. Unsal, Dimitris Gizopoulos, Paul M. Carpenter, Petar Radojkovic, Eduard Ayguad |
| 2024 | Exploiting Processor Heterogeneity to Improve Throughput and Reduce Latency for Deep Neural Network Inference. | Olivier Beaumont, Jean-Franois David, Lionel Eyraud-Dubois, Samuel Thibault |
| 2024 | Leveraging Cloud Computing for Stock Market Forecasting with Reinforcement Learning. | Thiago da Silva Arajo, Arthur Francisco Lorenzon, Philippe O. A. Navaux |
| 2024 | JANUS: A Simple and Efficient Speculative Defense using Reinforcement Learning. | Pavlos Aimoniotis, Stefanos Kaxiras |
| 2023 | Dynasor: A Dynamic Memory Layout for Accelerating Sparse MTTKRP for Tensor Decomposition on Multi-core CPU. | Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna |
| 2023 | Exploiting the Potential of Flexible Processing Units. | Mateo Vzquez, Muhammad Waqar Azhar, Pedro Trancoso |
| 2023 | Exploring Federated Learning to Trace Depression in Social Media with Language Models. | Arthur B. Vasconcelos, Lcia Maria de A. Drummond, Rafaela C. Brum, Aline Paes |