A list of Workshops and Tutorials (co)-organized by our group.

Tutorials

• ASTRA-sim and Chakra: Enabling Software-Hardware Co-design Exploration for Distributed Machine Learning Platforms (MICRO 2024)
• ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (HotI 2024)
• ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ASPLOS 2023)
• Enabling Detailed Cycle-Level Simulation of AI and HPC Applications with Detailed Memory Hierarchy using STONNE, OMEGA and SST-STONNE (ASPLOS 2023)
• ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (MLSys 2022)
• ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ISCA 2022)
• STONNE+OMEGA: Cycle-level Simulation of Dense/Sparse DNN and GNN Accelerators (ASPLOS 2022)
• ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ASPLOS 2022)
• SCALE-Sim: Systolic CNN accelerator simulator  (ISCA 2021)
• SCALE-Sim: Systolic CNN accelerator simulator  (ASPLOS 2021)
• MAESTRO: A Data-Centric Approach for Hardware and Mapping Explorations for Deep Learning Accelerators  (MICRO 2020)
• Enabling Rapid Design Space Exploration and Prototyping of DNN Accelerators (HPCA 2019)
• MAERI: Enabling Rapid Design Space Exploration and Prototyping of DNN Accelerators (ISCA 2018)

Workshops

• Architecture 2.0 Workshop (2023)
• Architecture and System Support for Transformer Models (ISCA 2023)
• The 2nd Architecture, Compiler, and System Support for Multi-model DNN Workloads Workshop (ISCA 2022)
• Architecture, Compiler, and System Support for Multi-model DNN Workloads Workshop
  (MICRO 2021)
• Unlocking the Power of Edge Computing
  (ASPLOS 2019)