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
January 16, 2019, Filed Under: 2019 Spring Semester, Past Semesters2019 Spring Sponsored by: January 22, 2019 Bruce Jacob, UMD All Tomorrow’s Memory Systems Bruce Jacob, UMD January 29, 2019 Onur Mutlu, ETH Zurich Memory Systems and Memory-Centric Computing Systems: Challenges and Opportunities Onur Mutlu, ETH Zurich February 26, 2019 Doug Carmean, Microsoft Architecting the Future with Humility from the Past Doug Carmean, Microsoft
September 16, 2018, Filed Under: Past Semesters2018 Fall Sponsored by: November 9, 2018 Xiaosong Ma, Qatar Computing Research Institute Redesigning System Software for Shared Hardware Xiaosong Ma, Qatar Computing Research Institute October 2, 2018 Ishwar Bhati, Intel Architectural Tradeoffs in Designing NVM based LLC Ishwar Bhati, Intel October 16, 2018 David Nellans, NVIDIA Navigating the Challenges of Industrial Performance Simulation David Nellans, NVIDIA October 30, 2018 Milad Hashemi Redefining Interfaces: ML to Accelerate and Design Computer Systems Milad Hashemi, Google November 8, 2018 Liu Xu, William and Mary Squeezing Software Performance via Eliminating Wasteful Memory Operations Liu Xu, William and Mary November 13, 2018 Mihai Christodorescu, Visa Research Navigating the Challenges of Industrial Performance Simulation Mihai Christodorescu December 14, 2018 Nader Bagherzadeh, UC Irvine Deep Learning Opportunities and Limitations Nader Bagherzadeh, UC Irvine
September 16, 2017, Filed Under: Past Semesters2017 Fall Sponsored by: Glaring Gaps in Neurally-Inspired ComputingSpeaker: Mikko Lipasti, University of Wisconsin Madison Date: December 5, 2017 Computer Systems for NeuroscienceSpeaker: Abhishek Bhattacharjee, Rutgers University Date: November 28, 2017 Location:/ POB 2.402 Teaching Deployed Data Centers New TricksSpeaker: Derek Chiou, Microsoft Date: October 31, 2017 Location:POB 2.302 Maximizing Server Efficiency: from microarchitecture to machine-learning acceleratorsSpeaker:Mike Ferdman, Stony Brook University Date: October 31, 2017 Location:POB 2.402
January 18, 2017, Filed Under: 2017 Spring Semester, Past Semesters2017 Spring Sponsored by: February 21, 2017 Richard Sites Datacenter Computers: Modern Challenges in CPU design Richard Sites February 28, 2017 Peter Hsu A Convergent Architecture for Big Data, Machine Learning and Real-Time Computing Peter Hsu May 2, 2017 Josep Torrellas, UIUC Energy-Efficient Computer Architectures Josep Torrellas, UIUC May 1, 2017 Vivienne Sze, MIT Energy-Efficient Hardware for Embedded Vision and Deep Convolutional Neural Networks Vivienne Sze, MIT
September 19, 2016, Filed Under: Past Semesters2016 Fall Sponsored by: November 29, 2016 David Wentzlaff Processors for the Data Center and Cloud of the Future David Wentzlaff September 6, 2016 Josep Torrellas, University of Illinois Urbana-Champaign Toward Extreme-Scale Manycore Architectures Josep Torrellas August 30, 2016 Wen-mei Hwu Innovative Applications and Technology Pivots – A Perfect Storm in Computing Venue
January 19, 2016, Filed Under: Past Semesters2016 Spring Sponsored by: February 1, 2016 John Kim (KAIST) Security Vulnerability of Processor-Interconnect in NUMA Architecture John Kim March 8, 2016 Yoav Etsion, Technion Breaking away from von Neumann: A hybrid, dataflow/von Neumann GPGPU case study Yoav Etsion June 3, 2016 Cristina Silvano, Politecnico di Milano Design Space and Application Autotuning for Runtime Adaptivity in Multicore Architectures Cristina Silvano, Politecnico di Milano June 6, 2016 Jürgen Teich, Friedrich-Alexander-Universität Erlangen-Nürnberg Predictable MPSoC Stream Processing Using Invasive Computing Juergen Teich, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
September 19, 2015, Filed Under: Past Semesters2015 Fall Sponsored by: October 6, 2015 Glenn Henry, Centaur Technology Real-World Processor Design Glenn Henry October 12, 2015 Dave Patterson, UC Berkeley Instruction Sets Want To Be Free: A Case for RISC-V Dave Patterson, UC Berkeley November 20, 2015 Burton Smith, Microsoft A Parallel Architecture Canon Burton Smith November 10, 2015 Sudhanva Gurumurthi, IBM CloudLab Resilience at Scale: Insights and Opportunities Sudhanva Gurumurthi, IBM CloudLab November 16, 2015 Scott Beamer, UC Berkeley Informal talk: Graph Processing Bottlenecks Scott Beamer, UC Berkeley
January 19, 2015, Filed Under: Past Semesters2015 Spring Sponsored by: January 27, 2015 Jim Belak, Lawrence Livermore National Lab Preparing for the Future of Computing: Details February 24, 2015 Doug Carmean, Microsoft “What Could Possibly go Wrong? A Look at the Dark Side of Computer Architecture.” Details March 10, 2015 Shahar Kvatinsky, Stanford Designing Extremely Efficient Computers Details March 24, 2015 Carl Anderson, IBM Future of Data Center Computing Details April 7, 2015 Moin Qureshi, GA-Tech From Urban Sprawl to Skyscrapers: Architecting 3D Memory Systems Details
January 19, 2014, Filed Under: Past Semesters2014 Spring Sponsored by: February 3, 2014 Dr. Govindarajan Ramaswamy ANATOMY: An Analytical Model of Memory System Performance Details February 6, 2014 Dr. Georgi Gaydadjiev The Spatial Future of Computing Details
