Talks
Edge Video Services on 5G Infrastructure
- Stanford Workshop on Video Analytics, May 2022
- CMU Open Edge Computing Workshop, Dec 2021
- MIT Workshop on ML for Networks, Sep 2021
5G and Edge Applications
- Panel at MobiCom, Sep 2020
- Video
Workshop on Hot Topics in Video Analytics and Intelligent Edges
- The 1st Workshop on Hot Topics in Video Analytics and Intelligent Edges, co-located with MobiCom, Oct 2019
- The 2nd Workshop on Hot Topics in Video Analytics and Intelligent Edges, co-located with SIGCOMM, Aug 2020
- The 3rd Workshop on Hot Topics in Video Analytics and Intelligent Edges, co-located with MobiCom, Oct 2021
Democratizing Video Analytics – The quest for the holy trinity of low latency, low cost, and high accuracy
- MIT Seminar, Dec. 2020 | Slide deck
- ACM MobiCom Internet-QoE Workshop (Keynote Speaker), Oct. 2019
- CMU Systems Design and Implementation Seminar, Sept. 2019
- UC Berkeley RISE Seminar, May 2019 | Video
- University of Southern California (Distinguished Industry Speaker), Sept. 2018
- SIGCOMM Workshop on Big Data Analytics and Machine Learning (Keynote Speaker), Aug 2018 | Video
Live Video Analytics – the “killer app” for edge computing!
- ASPLOS 2019 Edge Computing Workshop (Invited Speaker), Apr 2019
- IEEE Sarnoff Symposium (Invited Speaker), Sept. 2018
- Microsoft Symposium, “At the bleeding edge of Intelligent Edges“, July 2018
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The Good, the Bad, and the Ugly of ML for Networked Systems
- Microsoft Faculty Summit, (Panel Co-chair), Aug. 2018
Panelists: Balaji Prabhakar (Stanford), Bruce Maggs (Duke), Dave Maltz (Microsoft Azure), Keith Winstein (Stanford)
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Taming the Video Star! Real-time Video Analytics at Scale
- ETH, Zurich, Aug 2017
- Univ. of California, Berkeley, May 2017
- Cornell University, Apr 2017
Video Analytics for Vision Zero
- Bridge SF panel on “Shaping the Future of Mobility“, San Francisco, May 2018
- Smart City Expo, Barcelona, Nov 2017 | Video
- ITS World Congress, Montreal, Nov 2017
- Microsoft Office of the CTO Summit, Redmond, Feb 2017
Geo-distributed Data Analytics
View the presentation: pptx
- Univ. of Wisconsin, Madison, Oct 2015
Big Data Analytics with Parallel Jobs
View the presentation: pptx
- EPFL, Lausanne, Apr 2013
- Univ. of Illinois, Urbana-Champaign, Mar 2013
- Georgia Tech, Atlanta, Feb 2013
Effective Straggler Mitigation: Attack of the Clones
View the presentation: Video | pptx
- Hortonworks Inc., Nov 2012
- AMPLab Summer Retreat, May 2012
PACMan: Coordinated Memory Caching for Parallel Jobs
View the presentation: Video | pptx
- Intel ISTC-CC Retreat, Nov 2012
- VMWare Inc., May 2012
- Huawei Technologies Co. Ltd., Jul 2011
- Yahoo! Research, Jun 2011
Disk-Locality in Datacenter Computing Considered Irrelevant
View the presentation: pptx
- USENIX HotOS, May 2011
- Berkeley Cloud Seminar, Feb 2011
Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters
View the presentation: pptx
- Hortonworks Inc., Jul 2011
- Cloudera Inc., Apr 2011
- Facebook Inc., Nov 2010
Reining in the Outliers in MapReduce Clusters using Mantri
View the presentation: pptx
- Yahoo! Research, Nov 2010