Search Results - "Sreekanti, Vikram"

Autoscaling tiered cloud storage in Anna by Wu, Chenggang, Sreekanti, Vikram, Hellerstein, Joseph M.

“…In this paper, we describe how we extended a distributed key-value store called Anna into an autoscaling, multi-tier service for the cloud. In its extended…”
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The Design of Stateful Serverless Infrastructure by Sreekanti, Vikram

“…Serverless computing has become increasingly popular in the last few years because it simplifies the developer's experience of constructing and deploying…”
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Eliminating Boundaries in Cloud Storage with Anna by Wu, Chenggang, Sreekanti, Vikram, Hellerstein, Joseph M

“…In this paper, we describe how we extended a distributed key-value store called Anna into an elastic, multi-tier service for the cloud. In its extended form,…”
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Optimizing Prediction Serving on Low-Latency Serverless Dataflow by Sreekanti, Vikram, Subbaraj, Harikaran, Wu, Chenggang, Gonzalez, Joseph E, Hellerstein, Joseph M

“…Prediction serving systems are designed to provide large volumes of low-latency inferences machine learning models. These systems mix data processing and…”
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A Fault-Tolerance Shim for Serverless Computing by Sreekanti, Vikram, Wu, Chenggang, Chhatrapati, Saurav, Gonzalez, Joseph E, Hellerstein, Joseph M, Faleiro, Jose M

“…Serverless computing has grown in popularity in recent years, with an increasing number of applications being built on Functions-as-a-Service (FaaS) platforms…”
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Hindsight Logging for Model Training by Garcia, Rolando, Liu, Eric, Sreekanti, Vikram, Yan, Bobby, Dandamudi, Anusha, Gonzalez, Joseph E, Hellerstein, Joseph M, Sen, Koushik

“…In modern Machine Learning, model training is an iterative, experimental process that can consume enormous computation resources and developer time. To aid in…”
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Cloudburst: Stateful Functions-as-a-Service by Sreekanti, Vikram, Wu, Chenggang, Lin, Xiayue Charles, Schleier-Smith, Johann, Faleiro, Jose M, Gonzalez, Joseph E, Hellerstein, Joseph M, Tumanov, Alexey

“…PVLDB, 13(11):2438-2452, 2020 Function-as-a-Service (FaaS) platforms and "serverless" cloud computing are becoming increasingly popular. Current FaaS offerings…”
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Serverless Computing: One Step Forward, Two Steps Back by Hellerstein, Joseph M, Faleiro, Jose, Gonzalez, Joseph E, Schleier-Smith, Johann, Sreekanti, Vikram, Tumanov, Alexey, Wu, Chenggang

“…Serverless computing offers the potential to program the cloud in an autoscaling, pay-as-you go manner. In this paper we address critical gaps in…”
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Cloud Programming Simplified: A Berkeley View on Serverless Computing by Jonas, Eric, Schleier-Smith, Johann, Sreekanti, Vikram, Tsai, Chia-Che, Khandelwal, Anurag, Pu, Qifan, Shankar, Vaishaal, Carreira, Joao, Krauth, Karl, Yadwadkar, Neeraja, Gonzalez, Joseph E, Popa, Raluca Ada, Stoica, Ion, Patterson, David A

“…Serverless cloud computing handles virtually all the system administration operations needed to make it easier for programmers to use the cloud. It provides an…”
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