What makes a research group impactful? Onur gave a talk last week at the Design Automation Conference Early Career Workshop in Las Vegas. His slides are now online: Slides (pptx)
Visionary Talk: Using Commodity Memory Devices to Support Fundamental Security Primitives
Onur‘s slides from his Visionary Talk “Using Commodity Memory Devices to Support Fundamental Security Primitives”at the workshop on Energy-Secure System Architectures (ESSA), in conjunction with the 12th IEEE International Symposium on Hardware Oriented Security and Trust (HOST), McLean, VA, are now online: [Slides (pptx)]
Memory Systems and Memory-Centric Computing Systems Course
Onur‘s course on “Memory Systems and Memory-Centric Computing Systems” taught at the HiPEAC ACACES Summer School 2018 is now online: https://safari.ethz.ch/memory_systems/ACACES2018/.
Take a refresher before the next summer school!
https://www.eurolab4hpc.eu
https://www.hipeac.net
https://www.tetramax.eu
Processing Data Where It Makes Sense in Modern Computing Systems
Onur gave a keynote talk on “Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation” at the 29th ACM Great Lakes Symposium on VLSI GLSVLSI in Washington.
Onur Mutlu,
“Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation”
Keynote Talk at 29th ACM Great Lakes Symposium on VLSI (GLSVLSI), Washington, DC, USA, May 2019.
[Slides (pptx)]
[Related Overview Paper]
From GPGPUs to Processing-in-Memory
Juan Gómez Luna gave a keynote talk on Wednesday 22 May on “From GPGPUs to Processing-in-Memory: High Performance and Energy Efficiency for Computer Vision Workloads” at the British Machine Vision Association (BMVA) Computer Vision + High Performance Computing meeting in London. His slides are now online: https://bit.ly/30OrMUW
Team Kassiopeia win at the GCSP Cyber 9/12 Strategy Challenge
Congratulations to Lara Lazier, a bachelor student in our group, and her Team Kassiopeia, who took home the prize for “Most Creative Policy Response Alternative” during this year’s Cyber 9/12 Strategy Challenge hosted by the Geneva Centre for Security Policy: www.gcsp.ch/cyber-912-strategy-challenge-2019
Read more: Team Kassiopeia wins “Most Creative Policy Response Alternative”, D-INFK
Congratulations Lara and Team Kassiopeia!
NAPEL: machine-learning-based prediction framework for NMC
Our new paper “NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning”, the first machine-learning-based prediction framework for Near-Memory Computing to be presented at the Design Automation Conference in June is now out:
Gagandeep Singh, Stefano Corda, Geraldo Francisco de Oliveira, Juan Gomez-Luna, Giovanni Mariani, Sander Stujik, Onur Mutlu, and Henk Corporaal, “NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning” Proceedings of the 56th Design Automation Conference (DAC), Las Vegas, NV, USA, June 2019.
We’ve also released Ramulator-PIM, a processing-in-memory simulation framework, used to develop NAPEL:
Source Code: https://github.com/CMU-SAFARI/ramulator-pim
RowHammer: causes, solutions, and beyond
Onur discussed root causes and solutions to RowHammer at his talk last week on “RowHammer and Beyond” during the NYU ECE Seminar: [Slides (pptx)]
Also check out his new paper with Jeremie Kim: “RowHammer: A Retrospective”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) Special Issue on Top Picks in Hardware and Embedded Security, 2019. [Preliminary arXiv version]
Using Commodity Memory Devices to Support Fundamental Security Primitives
Onur gave an invited talk last week at IBM Research in Yorktown Heights, NY on “Using Commodity Memory Devices to Support Fundamental Security Primitives”. His slides are now online: [slides (pptx)]
Chai benchmarks for FPGA just released
We’ve just released the benchmarks for our recent paper: “Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures”, in collaboration with Prof. Hwu’s IMPACT Research Group: impact.crhc.illinois.edu
- Link to repository: github.com/chai-benchmarks/chai-fpga
- More on Chai (Collaborative Heterogenous Applications for Integrated-architectures): chai-benchmarks.github.io
- Paper PDF
