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10/26/2022
A case for disaggregation of ML data processing
Machine Learning (ML) computation requires feeding input data for the mo...
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05/23/2022
An Elastic Ephemeral Datastore using Cheap, Transient Cloud Resources
Spot instances are virtual machines offered at 60-90 reclaimed at any ti...
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04/04/2022
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning
Transfer learning can be seen as a data- and compute-efficient alternati...
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02/14/2022
Short-lived Datacenter
Serverless platforms have attracted attention due to their promise of el...
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12/01/2021
How to use Persistent Memory in your Database
Persistent or Non Volatile Memory (PMEM or NVM) has recently become comm...
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11/07/2021
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines
Input pipelines, which ingest and transform input data, are an essential...
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05/17/2021
Towards Demystifying Serverless Machine Learning Training
The appeal of serverless (FaaS) has triggered a growing interest on how ...
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01/28/2021
