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20182022
most citedSGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

12 citations · 24 across the 7 of their papers we have counts for

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5 papers · 1 filter

cs.DC20215 cited

A Fresh Look at the Architecture and Performance of Contemporary Isolation Platforms

Vincent van Rijn, Jan S. Rellermeyer

With the ever-increasing pervasiveness of the cloud computing paradigm, strong isolation guarantees and low performance overhead from isolation platforms are paramount. An ideal is…

cs.DC202012 cited

SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

Hao Li, Zixuan Li, Kenli Li +3

Sparse Tucker Decomposition (STD) algorithms learn a core tensor and a group of factor matrices to obtain an optimal low-rank representation feature for the \underline{H}igh-\under…

cs.DC20192 cited

Container Density Improvements with Dynamic Memory Extension using NAND Flash

Jan S. Rellermeyer, Maher Amer, Richard Smutzer +1

While containers efficiently implement the idea of operating-system-level application virtualization, they are often insufficient to increase the server utilization to a desirable…

cs.DC2019

The Coming Age of Pervasive Data Processing

Jan S. Rellermeyer, Sobhan Omranian Khorasani, Dan Graur +1

Emerging Big Data analytics and machine learning applications require a significant amount of computational power. While there exists a plethora of large-scale data processing fram…

cs.DC2018

MAVIS: Managing Datacenters using Smartphones

Raghav Shankar, Benjamin Kobin, Saurabh Bagchi +2

Distributed monitoring plays a crucial role in managing the activities of cloud-based datacenters. System administrators have long relied on monitoring systems such as Nagios and G…