Novel Computational Algorithms for Future Computing Platforms
SIAM Conference on Parallel Processing (SIAM PP20), Friday and Saturday, 14-15 February 2020
Organizers: Arash Fathi, Dimitar Trenev, Laurent White, (ExxonMobil Corporate Strategic Research), Jason Riedy, Jeffrey Young (Directors of the CRNCH Rogues Gallery)
All of the available slides are linked below and can be downloaded as a zipfile from the hosting Gitlab repo here.
- Scientific Computing in a Changing Landscape, Laurent White, Dimitar Trenev, Arash Fathi, ExxonMobil Research and Engineering
- Data Movement Orchestration in Accelerator-Rich Systems, Andreas Gerstlauer, University of Texas at Austin
- Codesign Tradeoffs for Deep Learning Hardware Accelerators, Ardavan Pedram, Stanford University
- A Wafer-Scale Chip and System for Deep Neural Networks, Rob Schreiber, Cerebras
- Quantum Computing — Overview & Potential Applications, Gilad Ben-Shach, IBM
- Towards Optical Neural Networks and Annealing Machines at the Quantum Limit, Ryan Hamerly, Alexander Sludds, Liane Bernstein, Marin Soljacic, and Dirk Englund, Massachusetts Institute of Technology
- Quantum Circuit Synthesis using Linear Algebra and Optimization Algorithms, Marc Baboulin, University of Paris-Sud, France
- Neuromorphic Computing: A Platform for Machine Learning and Beyond, Catherine D. Schumann, Oak Ridge National Laboratory
- Leveraging Random Walks and Neuromorphic Hardward to Solve Elliptical Integro-PDEs, Brad Aimone and J. Darby Smith, Sandia National Laboratories
- Adaptive Local Timestepping and its Parallelization, Max Bremer, Clint Dawson, University of Texas at Austin; John Bachan, Lawrence Berkeley National Laboratory; Cy Chan, Massachusetts Institute of Technology
- The Rogues Gallery as a Testbed for Novel Algorithm Design for Future Architectures, Jeffrey Young, Jason Riedy, Thomas M. Conte, Vivek Sarkar, Georgia Institute of Technology
- Design of New Streaming and Graph Analytics Algorithms for the Strider Architecture, Sriseshan Srikanth, Thomas M. Conte, Georgia Institute of Technology