September 16, 2019, Filed Under: 2019 Fall Semester, Past Semesters2019 Fall Sponsored by: September 10, 2019 Jishen Zhao, UCSD Unlocking the Full Potential of Persistent Memory Technique with Software/Hardware Coordinated Design Jishen Zhao September 17, 2019 Tushar Krishna, Georgia Tech Enabling Continuous Learning through Synaptic Plasticity in Hardware Tushar Krishna September 17, 2019 Arrvindh Shriraman, Simon Fraser Univ µIRs-Intermediate Representation for Agile Design of Accelerators Arrvindh Shriraman September 17, 2019 Yuhao Zhu, Univ of Rochester The Next Quintillion Pixels: Architecting Next-Generation Mobile Visual Computing Systems. Yuhao Zhu September 24, 2019 Sandhya Dwarkadas, Univ of Rochester Toward Efficient and Protected Address Translation in Memory Management Sandhya Dwarkadas October 18, 2019 Minsoo Rhu, KAIST TensorDIMM: A Practical Near-Memory Processing Architecture for Sparse Embedding Layers in Deep Learning Minsoo Rhu, KAIST October 29, 2019 Marc Snir, UIUC LCI: a lightweight communication interface for HPC Marc Snir November 12, 2019 Glenn Henry, Centaur Technology Centaur Technology’s Deep-Learning Coprocessor Technology Glenn Henry November 5, 2019 Vijay Janapa Reddi, Harvard The Vision Behind MLPerf (mlperf.org): A Community-driven Benchmark Suite for ML Frameworks, ML Accelerators and ML Systems in Cloud and Edge Computing Vijay Janapa Reddi