Marc Casas

2022

• A BF16 FMA is All You Need for DNN Training

  IEEE Transactions on Emerging Topics in Computing

  J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
• FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats

  2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)

  J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
• Task-based Acceleration of Bidirectional Recurrent Neural Networks on Multi-core Architectures

  2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

  R. Sharma, and M. Casas
• Communication-aware Sparse Patterns for the Factorized Approximate Inverse Preconditioner

  Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing (HPDC '22)

  S. Laut, M. Casas, and R. Borrell
• A Generator of Numerically-Tailored and High-Throughput Accelerators for Batched GEMMs

  2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)

  L. Ledoux, and M. Casas

2021

• Morrigan: A composite instruction TLB prefetcher

  54th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

  G. Vavouliotis, L. Álvarez, B. Grot, D. Jiménez, and M. Casas
• Compiler-Assisted Compaction/Restoration of SIMD Instructions

  IEEE Transactions on Parallel and Distributed Systems

  J. M. Cebrián, T. Balem, A. Barredo, M. Casas, M. Moreto, A. Ros, and A. Jimborean
• Exploiting Page Table Locality for Agile TLB Prefetching

  2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA)

  G. Vavouliotis, L. Álvarez, V. Karakostas, K. Nikas, N. Koziris, D. A. Jiménez, and M. Casas
• Efficiently running SpMV on long vector architectures

  Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP)

  C. Gomez, F. Mantovani, E. Focht, and M. Casas
• Intelligent Adaptation of Hardware Knobs for Improving Performance and Power Consumption

  IEEE Transactions on Computers

  C. Ortega, L. Álvarez, M. Casas, R. Bertran, A. Buyuktosunoglu, A. E. Eichenberger, P. Bose, and M. Moreto