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05/05/2023
Zelda: Video Analytics using Vision-Language Models
Advances in ML have motivated the design of video analytics systems that...
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04/28/2021
FaaT: A Transparent Auto-Scaling Cache for Serverless Applications
Function-as-a-Service (FaaS) has become an increasingly popular way for ...
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02/03/2021
Llama: A Heterogeneous Serverless Framework for Auto-Tuning Video Analytics Pipelines
The proliferation of camera-enabled devices and large video repositories...
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12/21/2020
A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization
We develop a dynamic generalized conditional gradient method (DGCG) for ...
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06/26/2020
The TRaCaR Ratio: Selecting the Right Storage Technology for Active Dataset-Serving Databases
Main memory database systems aim to provide users with low latency and h...
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05/30/2019
INFaaS: Managed & Model-less Inference Serving
The number of applications relying on inference from machine learning mo...
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04/17/2018
Mage: Online Interference-Aware Scheduling in Multi-Scale Heterogeneous Systems
Heterogeneity has grown in popularity both at the core and server level ...
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03/08/2018