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Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs
Solid-state drives (SSDs) are extensively used to deploy persistent data...
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Compiling Neural Networks for a Computational Memory Accelerator
Computational memory (CM) is a promising approach for accelerating infer...
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Safe and Efficient Remote Application Code Execution on Disaggregated NVM Storage with eBPF
With rapid improvements in NVM storage devices, the performance bottlene...
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Cichlid: Explicit physical memory management for large machines
In this paper, we rethink how an OS supports virtual memory. Classical V...
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Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle
Distributed machine learning training is one of the most common and impo...
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Elastic CoCoA: Scaling In to Improve Convergence
In this paper we experimentally analyze the convergence behavior of CoCo...
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Parallel training of linear models without compromising convergence
In this paper we analyze, evaluate, and improve the performance of train...
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Elevating commodity storage with the SALSA host translation layer
To satisfy increasing storage demands in both capacity and performance, ...
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