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pro vyhledávání: '"Lucy Cherkasova"'
Autor:
Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Federated Learning (FL) has gained increasing interest in recent years as a distributed on-device learning paradigm. However, multiple challenges remain to be addressed for deploying FL in real-world Internet-of-Things (IoT) networks with hierarchies
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8d6c561c7be5ea1ec51b19702dd2200
Publikováno v:
ICS
New memory technologies, such as non-volatile memory and stacked memory, have reformed the memory hierarchies in modern and emerging computer architectures. It becomes common to see memories of different types integrated into the same system, as know
Autor:
Le Xu, Haris Volos, Manish Marwah, Mijung Kim, Jun Li, Kimberly Keeton, Joseph Tucek, Pradeep Fernando, Lucy Cherkasova, Alexander Ulanov
Publikováno v:
SoCC
Spark is an in-memory analytics platform that targets commodity server environments today. It relies on the Hadoop Distributed File System (HDFS) to persist intermediate checkpoint states and final processing results. In Spark, immutable data are use
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::12a4280df4a1780199c4c70a8f4e4471
Publikováno v:
MASCOTS
Big Data analytics and new problems in social networks, computational biology, and web connectivity led to a renewed research interest in graph processing. Due to "irregularity" of graph computations, efficient parallel graph processing faces a set o
Publikováno v:
SASO
We consider a self-managing, self-organizing pool of virtualized computer servers that provides infrastructure as a service (IaaS) for enterprise computing workloads. A global controller automatically manages the pool in a top down manner by periodic
Publikováno v:
ICWS
Advances in server, network, and storage virtualization are enabling the creation of resource pools of servers that permit multiple application workloads to share each server in the pool. This paper proposes and evaluates aspects of a capacity manage
Conference
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Publikováno v:
QEST
9th International Conference on Quantitative Evaluation of SysTems
9th International Conference on Quantitative Evaluation of SysTems, Sep 2012, London, United Kingdom. pp.203-204
9th International Conference on Quantitative Evaluation of SysTems
9th International Conference on Quantitative Evaluation of SysTems, Sep 2012, London, United Kingdom. pp.203-204
International audience; We present the PRISM benchmark suite: a collection of probabilistic models and property specifications, designed to facilitate testing, benchmarking and comparisons of probabilistic verification tools and implementations.