Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications
Publication Piper: Multidimensional Planner for DNN Parallelization Jakub Tarnawski, Deepak Narayanan, Amar Phanishayee NeurIPS 2021 | December 2021 Project Project
Publication Accelerating Deep Learning Training : A Storage Perspective Jayashree Mohan December 2021 PhD Thesis: University of Texas at Austin | December 2021
Publication nn-METER: Towards Accurate Latency Prediction of DNN Inference on Diverse Edge Devices Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu GetMobile: Mobile Computing and Communications | December 2021, Vol 25(4): pp. 19-23 SigMobile Research Highlight
Publication Digital Agriculture for Small-Scale Producers: Challenges and Opportunities Ranveer Chandra, Stewart Collis Communications of the ACM | December 2021, Vol 64(12): pp. 75-84 Project Project
Publication Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl ACM/IEEE Symposium on Edge Computing | December 2021 Project Project
Publication Co-Designing Clusters of Lightweight Manycores and Asymmetric Operating System Kernels Pedro Henrique Penna, L. Maciel, João Vicente Souto, David Lima, M. Castro, François Broquedis, H. Freitas, Jean-François Méhaut IEEE Embedded Systems Letters | November 2021, Vol 13: pp. 178-181
Publication Decentralized cloud wide-area network traffic engineering with BlastShield Umesh Krishnaswamy, Rachee Singh, Nikolaj Bjørner, Himanshu Raj MSR-TR-2021-31 | November 2021 Published by Microsoft
Publication Scaling DNA data storage with nanoscale electrode wells Bichlien Nguyen, Christopher Takahashi, Gagan Gupta, Jake Smith, Richard Rouse, Paul Berndt, Sergey Yekhanin, David Ward, Siena Ang, Patrick Garvan, Hsing-Yeh Parker, Rob Carlson, Douglas Carmean, Luis Ceze, Karin Strauss Science Advances | November 2021 Project
Tool Tutel Tutel MoE: An Optimized Mixture-of-Experts Implementation. Supported Framework: Pytorch Supported GPUs: CUDA(fp32 + fp16), ROCm(fp32 + fp16) GitHub
Publication PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe 8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021 Best Paper Award Project