Focus: Querying Large Video Datasets with Low Latency and Low Cost

10 January 2018

Kevin Hsieh

Ganesh Ananthanarayanan

Papers citing "Focus: Querying Large Video Datasets with Low Latency and Low Cost"

25 / 75 papers shown

Title
BumbleBee: Application-aware adaptation for container orchestration Hyunju Lee Shadi Noghabi Brian Noble Matthew Furlong Landon P. Cox 14 0 0 27 Aug 2020
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud Stefanos Laskaridis Stylianos I. Venieris Mario Almeida Ilias Leontiadis Nicholas D. Lane 28 265 0 14 Aug 2020
HAPI: Hardware-Aware Progressive Inference Stefanos Laskaridis Stylianos I. Venieris Hyeji Kim Nicholas D. Lane 22 45 0 10 Aug 2020
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics Daniel Kang A. Mathur Teja Veeramacheneni Peter Bailis Matei A. Zaharia 8 42 0 25 Jul 2020
VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams Piyush Yadav E. Curry 9 33 0 15 Jul 2020
Visor: Privacy-Preserving Video Analytics as a Cloud Service Rishabh Poddar Ganesh Ananthanarayanan Srinath T. V. Setty Stavros Volos Raluca A. Popa 17 64 0 17 Jun 2020
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up A. Gujarati Reza Karimi Safya Alzayat Wei Hao Antoine Kaufmann Ymir Vigfusson Jonathan Mace 37 271 0 03 Jun 2020
Model Assertions for Monitoring and Improving ML Models Daniel Kang Deepti Raghavan Peter Bailis Matei A. Zaharia 6 58 0 03 Mar 2020
Evaluating Temporal Queries Over Video Feeds Yueting Chen Xiaohui Yu Nick Koudas 28 18 0 02 Mar 2020
Video Monitoring Queries Nick Koudas Raymond Li Ioannis Xarchakos 16 34 0 24 Feb 2020
CONVINCE: Collaborative Cross-Camera Video Analytics at the Edge H. Pasandi T. Nadeem 19 28 0 05 Feb 2020
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning Shibo Wang Shusen Yang Cong Zhao 18 59 0 04 Jan 2020
I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making S. Nikouei Yu Chen Alexander J. Aved Erik P. Blasch Timothy R. Faughnan 9 20 0 12 Sep 2019
ApproxNet: Content and Contention-Aware Video Analytics System for Embedded Clients Xukan Ran Rakesh Kumar Pengcheng Wang Peter Bai Ganga Meghanath Somali Chaterji Subrata Mitra Saurabh Bagchi 19 18 0 28 Aug 2019
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors Royson Lee Stylianos I. Venieris L. Dudziak S. Bhattacharya Nicholas D. Lane SupR 19 95 0 21 Aug 2019
Machine Learning at the Network Edge: A Survey M. G. Sarwar Murshed Chris Murphy Daqing Hou Nazar Khan Ganesh Ananthanarayanan Faraz Hussain 38 378 0 31 Jul 2019
A Workload and Programming Ease Driven Perspective of Processing-in-Memory Saugata Ghose Amirali Boroumand Jeremie S. Kim Juan Gómez Luna O. Mutlu 36 10 0 26 Jul 2019
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference Peter Kraft Daniel Kang Deepak Narayanan Shoumik Palkar Peter Bailis Matei A. Zaharia 16 13 0 03 Jun 2019
INFaaS: A Model-less and Managed Inference Serving System Francisco Romero Qian Li N. Yadwadkar Christos Kozyrakis 34 14 0 30 May 2019
Scaling Video Analytics on Constrained Edge Nodes Christopher Canel Thomas Kim Giulio Zhou Conglong Li Hyeontaek Lim D. Andersen M. Kaminsky Subramanya R. Dulloor 11 162 0 24 May 2019
Video Analytics with Zero-streaming Cameras Mengwei Xu Tiantu Xu Yunxin Liu F. Lin 16 25 0 28 Apr 2019
EDF: Ensemble, Distill, and Fuse for Easy Video Labeling Giulio Zhou Subramanya R. Dulloor D. Andersen M. Kaminsky ObjD 19 8 0 10 Dec 2018
ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Scale Samvit Jain Xun Zhang Yuhao Zhou Ganesh Ananthanarayanan Junchen Jiang Yuanchao Shu Joseph E. Gonzalez HAI 29 9 0 03 Nov 2018
Scaling Video Analytics Systems to Large Camera Deployments Samvit Jain Ganesh Ananthanarayanan Junchen Jiang Yuanchao Shu Joseph E. Gonzalez 24 72 0 07 Sep 2018
Physical Representation-based Predicate Optimization for a Visual Analytics Database Michael R. Anderson Michael Cafarella G. Ros T. Wenisch 41 57 0 11 Jun 2018