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FaaT: A Transparent Auto-Scaling Cache for Serverless Applications
Function-as-a-Service (FaaS) has become an increasingly popular way for ...
04/28/2021 ∙ by Francisco Romero, et al. ∙
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Llama: A Heterogeneous Serverless Framework for Auto-Tuning Video Analytics Pipelines
The proliferation of camera-enabled devices and large video repositories...
02/03/2021 ∙ by Francisco Romero, et al. ∙
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A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization
We develop a dynamic generalized conditional gradient method (DGCG) for ...
12/21/2020 ∙ by Kristian Bredies, et al. ∙
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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...
06/26/2020 ∙ by Francisco Romero, et al. ∙
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INFaaS: Managed & Model-less Inference Serving
The number of applications relying on inference from machine learning mo...
05/30/2019 ∙ by Francisco Romero, et al. ∙
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Mage: Online Interference-Aware Scheduling in Multi-Scale Heterogeneous Systems
Heterogeneity has grown in popularity both at the core and server level ...
04/17/2018 ∙ by Francisco Romero, et al. ∙
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Dynamic Spike Super-resolution and Applications to Ultrafast Ultrasound Imaging
We consider the dynamical super-resolution problem consisting in the rec...
03/08/2018 ∙ by Giovanni S. Alberti, et al. ∙
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