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08/30/2022
Analysis of Distributed Deep Learning in the Cloud
We aim to resolve this problem by introducing a comprehensive distribute...
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03/25/2022
Seeker: Synergizing Mobile and Energy Harvesting Wearable Sensors for Human Activity Recognition
There is an increasing demand for intelligent processing on emerging ult...
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06/27/2021
Revamping Storage Class Memory With Hardware Automated Memory-Over-Storage Solution
Large persistent memories such as NVDIMM have been perceived as a disrup...
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06/09/2021
Cocktail: Leveraging Ensemble Learning for Optimized Model Serving in Public Cloud
With a growing demand for adopting ML models for a varietyof application...
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08/21/2020
Towards Designing a Self-Managed Machine Learning Inference Serving System inPublic Cloud
We are witnessing an increasing trend towardsusing Machine Learning (ML)...
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06/22/2020
Multiverse: Dynamic VM Provisioning for Virtualized High Performance Computing Clusters
Traditionally, HPC workloads have been deployed in bare-metal clusters; ...
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03/05/2019