Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics

Proceedings of the VLDB Endowment (PVLDB), 2020

25 July 2020

Peter Bailis

Papers citing "Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics"

12 / 12 papers shown

FMCE-Net++: Feature Map Convergence Evaluation and Training

Zhibo Zhu

Renyu Huang

Lei He

214

08 Aug 2025

Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving

289

10 Apr 2025

Serving Deep Learning Model in Relational DatabasesInternational Conference on Extending Database Technology (EDBT), 2023

Alexandre Eichenberger

...

233

07 Oct 2023

Edge Video Analytics: A Survey on Applications, Systems and Enabling TechniquesIEEE Communications Surveys and Tutorials (COMST), 2022

Renjie Xu

S. Razavi

Rong Zheng

334

28 Nov 2022

Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors

Meenakshi Arunachalam

Niroop S. Ammbashankar

Ning W Wang

Fahim Mohammad

106

01 Nov 2022

CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video AnalyticsUSENIX Annual Technical Conference (USENIX ATC), 2022

274

02 Jul 2022

End-to-end Optimization of Machine Learning Prediction Queries

Konstantinos Karanasos

312

31 May 2022

Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision

Xiaolin Wang

Yingwei Luo

Tianwei Zhang

Yonggang Wen

406

24 May 2022

Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines

382

17 Feb 2022

Boggart: Towards General-Purpose Acceleration of Retrospective Video AnalyticsSymposium on Networked Systems Design and Implementation (NSDI), 2021

Neil Agarwal

Ravi Netravali

223

21 Jun 2021

A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems

135

10 May 2021

tf.data: A Machine Learning Data Processing FrameworkProceedings of the VLDB Endowment (PVLDB), 2021

375

109

28 Jan 2021