FiGO: Fine-Grained Query Optimization in Video Analytics

Author:

Cao Jiashen1,Sarkar Karan1,Hadidi Ramyad1,Arulraj Joy1,Kim Hyesoon1

Affiliation:

1. Georgia Institute of Technology, Atlanta, GA, USA

Funder

Institute of Information & Communications Technology Planning & Evaluation (IITP)

NSF (National Science Foundation)

Publisher

ACM

Reference34 articles.

1. Shipra Agrawal and Navin Goyal. 2012. Analysis of thompson sampling for the multi-armed bandit problem. In COLT. Shipra Agrawal and Navin Goyal. 2012. Analysis of thompson sampling for the multi-armed bandit problem. In COLT.

2. Michael R. Anderson , Michael Cafarella , German Ros , and Thomas F . Wenisch . 2019 . Physical Representation -Based Predicate Optimization for a Visual Analytics Database. In ICDE. 1466--1477. Michael R. Anderson, Michael Cafarella, German Ros, and Thomas F. Wenisch. 2019. Physical Representation -Based Predicate Optimization for a Visual Analytics Database. In ICDE. 1466--1477.

3. Favyen Bastani , Songtao He , Arjun Balasingam , Karthik Gopalakrishnan , Mohammad Alizadeh , Hari Balakrishnan , Michael Cafarella , Tim Kraska , and Sam Madden . 2020 . MIRIS : Fast Object Track Queries in Video. In SIGMOD. 1907--1921. Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael Cafarella, Tim Kraska, and Sam Madden. 2020. MIRIS : Fast Object Track Queries in Video. In SIGMOD. 1907--1921.

4. Christopher Canel Thomas Kim Giulio Zhou Conglong Li Hyeontaek Lim David G Andersen Michael Kaminsky and Subramanya R Dulloor. 2019. Scaling Video Analytics on Constrained Edge Nodes. In SysML. Christopher Canel Thomas Kim Giulio Zhou Conglong Li Hyeontaek Lim David G Andersen Michael Kaminsky and Subramanya R Dulloor. 2019. Scaling Video Analytics on Constrained Edge Nodes. In SysML.

5. Olivier Chapelle and Lihong Li. 2011. An Empirical Evaluation of Thompson Sampling. In NeurIPS. Olivier Chapelle and Lihong Li. 2011. An Empirical Evaluation of Thompson Sampling. In NeurIPS.

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Guided Querying over Videos using Autocompletion Suggestions;Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics;2024-06-14

2. Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20

3. V2V: Efficiently Synthesizing Video Results for Video Queries;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

4. COUPLE: Orchestrating Video Analytics on Heterogeneous Mobile Processors;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

5. Hybrid Evaluation for Occlusion-based Explanations on CNN Inference Queries;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3