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1801.03493
Cited By
Focus: Querying Large Video Datasets with Low Latency and Low Cost
10 January 2018
Kevin Hsieh
Ganesh Ananthanarayanan
P. Bodík
P. Bahl
Matthai Philipose
Phillip B. Gibbons
O. Mutlu
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Papers citing
"Focus: Querying Large Video Datasets with Low Latency and Low Cost"
50 / 77 papers shown
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Huan Cui
Qing Li
Hanling Wang
Yong Jiang
154
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24 Oct 2024
Towards Causal Physical Error Discovery in Video Analytics Systems
Jinjin Zhao
Ted Shaowang
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Enabling Cross-Camera Collaboration for Video Analytics on Distributed Smart Cameras
IEEE Transactions on Mobile Computing (IEEE TMC), 2024
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25 Jan 2024
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge
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Weijun Wang
Tingting Yuan
Liang Mi
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25 Dec 2023
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving
Symposium on Operating Systems Principles (SOSP), 2023
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Rui Pan
Anand Iyer
Kai Li
Ravi Netravali
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08 Dec 2023
VQPy: An Object-Oriented Approach to Modern Video Analytics
Conference on Machine Learning and Systems (MLSys), 2023
Shan Yu
Zhenting Zhu
Yu Chen
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Arthi Padmanabhan
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Harry Xu
416
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03 Nov 2023
Efficient IoT Inference via Context-Awareness
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Jin Huang
Shiwei Fang
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289
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29 Oct 2023
MOSEL: Inference Serving Using Dynamic Modality Selection
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Bodun Hu
Le Xu
Jeongyoon Moon
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Aditya Akella
382
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27 Oct 2023
Extract-Transform-Load for Video Streams
Proceedings of the VLDB Endowment (PVLDB), 2023
Ferdinand Kossmann
Ziniu Wu
Eugenie Lai
Nesime Tatbul
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Tim Kraska
Samuel Madden
263
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07 Oct 2023
AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices
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Lehao Wang
Zhiwen Yu
Haoyi Yu
Sicong Liu
Yaxiong Xie
Bin Guo
Yunxin Liu
303
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27 Sep 2023
ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration
IEEE Transactions on Mobile Computing (IEEE TMC), 2023
Duo Wu
Dayou Zhang
Miao Zhang
Ruoyu Zhang
Fang Wang
Shuguang Cui
298
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19 Aug 2023
EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices
International Conference on Neural Information Processing (ICONIP), 2023
Liang Wang
Nan Zhang
Xiaoyang Qu
Jianzong Wang
Ji-guang Wan
Guokuan Li
Kaiyu Hu
Guilin Jiang
Jing Xiao
186
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17 Aug 2023
Subgraph Stationary Hardware-Software Inference Co-Design
Conference on Machine Learning and Systems (MLSys), 2023
Rohit Das
Jianming Tong
Alind Khare
Yang Chen
Yue Pan
Pranav Gadikar
Abhimanyu Bambhaniya
T. Krishna
Alexey Tumanov
262
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21 Jun 2023
MaskSearch: Querying Image Masks at Scale
IEEE International Conference on Data Engineering (ICDE), 2023
Dong He
Jieyu Zhang
Maureen Daum
Alexander Ratner
Magdalena Balazinska
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03 May 2023
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M. Goudarzi
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Sibendu Paul
Kunal Rao
G. Coviello
Murugan Sankaradas
Oliver Po
Y. C. Hu
S. Chakradhar
163
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08 Dec 2022
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques
IEEE Communications Surveys and Tutorials (COMST), 2022
Renjie Xu
S. Razavi
Rong Zheng
338
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28 Nov 2022
Coverage-centric Coreset Selection for High Pruning Rates
International Conference on Learning Representations (ICLR), 2022
Haizhong Zheng
Rui Liu
Fan Lai
Atul Prakash
353
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28 Oct 2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference
IEEE Transactions on Mobile Computing (IEEE TMC), 2022
Mu Yuan
Lan Zhang
Fengxiang He
Xueting Tong
Miao-Hui Song
Zhengyuan Xu
Xiang-Yang Li
462
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28 Sep 2022
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
Avinash Kumar
Sadeem Alsudais
Shengquan Ni
Liang Luo
Yicong Huang
Chen Li
270
1
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28 Aug 2022
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics
USENIX Annual Technical Conference (USENIX ATC), 2022
Jinwoo Hwang
Minsu Kim
Daeun Kim
Seungho Nam
Yoonsung Kim
Dohee Kim
Hardik Sharma
Jongse Park
282
20
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02 Jul 2022
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs
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Fan Lai
Chuheng Hu
Mosharaf Chowdhury
196
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09 Jun 2022
On Efficient Approximate Queries over Machine Learning Models
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Dujian Ding
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333
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AccMPEG: Optimizing Video Encoding for Video Analytics
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Qizheng Zhang
Anton Arapin
Haodong Wang
Zhengxu Xia
Junchen Jiang
226
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26 Apr 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Symposium on Networked Systems Design and Implementation (NSDI), 2022
Arthi Padmanabhan
Neil Agarwal
Anand Iyer
Ganesh Ananthanarayanan
Yuanchao Shu
Nikolaos Karianakis
G. Xu
Ravi Netravali
337
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19 Jan 2022
Large-Scale Video Analytics through Object-Level Consolidation
Daniel Rivas-Barragan
F. Guim
Jordà Polo
David Carrera
129
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30 Nov 2021
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
IEEE Access (IEEE Access), 2021
Raed Al Kontar
Naichen Shi
Xubo Yue
Seokhyun Chung
E. Byon
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Chinedum Okwudire
Garvesh Raskutti
R. Saigal
Karandeep Singh
Ye Zhisheng
FedML
354
63
0
09 Nov 2021
Where were my keys? -- Aggregating Spatial-Temporal Instances of Objects for Efficient Retrieval over Long Periods of Time
Ifrah Idrees
Zahid Hasan
S. Reiss
Stefanie Tellex
134
2
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25 Oct 2021
Minimum Viable Device Drivers for ARM TrustZone
Liwei Guo
F. Lin
301
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15 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks
Amirali Boroumand
Saugata Ghose
Berkin Akin
Ravi Narayanaswami
Geraldo F. Oliveira
Xiaoyu Ma
Eric Shiu
O. Mutlu
230
103
0
29 Sep 2021
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning
ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2021
Sibendu Paul
Kunal Rao
G. Coviello
Murugan Sankaradas
Oliver Po
Y. C. Hu
S. Chakradhar
384
12
0
08 Jul 2021
Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
Hakbin Kim
Dong-Wan Choi
184
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03 Jul 2021
Privid: Practical, Privacy-Preserving Video Analytics Queries
Symposium on Networked Systems Design and Implementation (NSDI), 2021
Frank Cangialosi
Neil Agarwal
V. Arun
Junchen Jiang
Srinivas Narayana
Anand D. Sarwate
Ganesh Ananthanarayanan
PICV
208
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22 Jun 2021
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
Symposium on Networked Systems Design and Implementation (NSDI), 2021
Neil Agarwal
Ravi Netravali
230
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Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions
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Royson Lee
Stylianos I. Venieris
Nicholas D. Lane
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304
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CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale
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Shuochao Yao
Zhe Yang
Qian Zhou
Klara Nahrstedt
191
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A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems
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Preeti Maurya
Omid Jafari
P. Nagarkar
135
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VID-WIN: Fast Video Event Matching with Query-Aware Windowing at the Edge for the Internet of Multimedia Things
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223
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International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021
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Towards Automatic Model Specialization for Edge Video Analytics
Future generations computer systems (FGCS), 2021
Daniel Rivas-Barragan
F. Guim
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P. M. Silva
J. L. Berral
D. Carrera
247
12
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14 Apr 2021
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines
ACM Symposium on Cloud Computing (SoCC), 2021
Francisco Romero
Mark Zhao
N. Yadwadkar
Christos Kozyrakis
306
137
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03 Feb 2021
Accelerating Deep Learning Inference via Learned Caches
Arjun Balasubramanian
Adarsh Kumar
Yuhan Liu
Han Cao
Shivaram Venkataraman
Aditya Akella
235
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18 Jan 2021
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Symposium on Networked Systems Design and Implementation (NSDI), 2020
Romil Bhardwaj
Zhengxu Xia
Ganesh Ananthanarayanan
Junchen Jiang
Nikolaos Karianakis
Yuanchao Shu
Kevin Hsieh
P. Bahl
Ion Stoica
217
215
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Clique: Spatiotemporal Object Re-identification at the City Scale
Tiantu Xu
Kaiwen Shen
Yang Fu
Humphrey Shi
F. Lin
215
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17 Dec 2020
Amadeus: Scalable, Privacy-Preserving Live Video Analytics
Sandeep M. D'Souza
P. Bahl
Lixiang Ao
Landon P. Cox
268
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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
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Ran Xu
Chen-Da Liu-Zhang
Pengcheng Wang
Jayoung Lee
Subrata Mitra
Somali Chaterji
Yin Li
S. Bagchi
167
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21 Oct 2020
Oort: Efficient Federated Learning via Guided Participant Selection
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Xiangfeng Zhu
H. Madhyastha
Mosharaf Chowdhury
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OODD
622
312
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12 Oct 2020
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