Zobrazeno 1 - 10
of 4 667
pro vyhledávání: '"Computer cluster"'
Publikováno v:
Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki, Vol 0, Iss 6, Pp 62-71 (2019)
In this paper the term of «intelligent data analysis» is discussed, the cloud computing concept is described. The system developed and deployed on the computer cluster by ECM department of BSUIR is shown as an example of the intelligent data analys
Externí odkaz:
https://doaj.org/article/f81875d5d95143cd9b3df09da2e22f5c
Publikováno v:
IEEE Transactions on Cloud Computing. 11:639-652
Apache Spark as a popular in-memory data analytic framework has been employed by various applications---such as machine learning, graph computation, and scientific computing, which benefit from the long-running process (e.g. executor) programming mod
Autor:
Chmielewski, Piotr Dariusz
Publikováno v:
Toruńskie Studia Bibliologiczne / Bibliological Studies of Torun. 21(2):179-184
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=810374
Publikováno v:
Philosophical Transactions: Mathematical, Physical and Engineering Sciences, 2002 Jun . 360(1795), 1179-1189.
Externí odkaz:
https://www.jstor.org/stable/3066432
Publikováno v:
IEEE Transactions on Services Computing. 15:2883-2896
Distributed in-memory computing frameworks usually have lots of parameters (e.g., the buffer size of shuffle) to form a configuration for each execution. A well-tuned configuration can bring large improvements of performance. However, to improve reso
Publikováno v:
IEEE Transactions on Network Science and Engineering. 9:1951-1969
Recent years have witnessed a rapid growth of distributed machine learning (ML) frameworks, which exploit the massive parallelism of computing clusters to expedite ML training. However, the proliferation of distributed ML frameworks also introduces m
Autor:
Dourado, Jonas Rossi
Recent popularization of technologies such as Smartphones, Wearables, Internet of Things, Social Networks and Video streaming increased data creation. Dealing with extensive data sets led the creation of term big data, often defined as when data volu
Autor:
Jiguang Wan, Wei Liu, Changsheng Xie, Hadeel Albahar, Yuanhui Zhou, Xu Peng, Liu Tang, Nannan Zhao, Hanyang Liu, Shuning Chen
Publikováno v:
CLUSTER
The explosive growth of modern web-scale applications has made cost-effectiveness a primary design goal for their underlying databases. As a backbone of modern databases, LSM-tree based key–value stores (LSM store) face limited storage options. The
Publikováno v:
IEEE Transactions on Computers. 71:1117-1132
Big data frameworks such as Apache Spark are becoming prominent to perform large-scale data analytics jobs. However, local or on-premise computing resources are often not sufficient to run these jobs. Therefore, public cloud resources can be hired on
Autor:
Davide Rossi, Stefan Mach, Luca Benini, Simone Benatti, Angelo Garofalo, Fabio Montagna, Gianmarco Ottavi, Giuseppe Tagliavini
Publikováno v:
IEEE Transactions on Parallel and Distributed Systems
IEEE Transactions on Parallel and Distributed Systems, 33 (5)
IEEE Transactions on Parallel and Distributed Systems, 33 (5)
Recent applications in low-power (1-20 mW) near-sensor computing require the adoption of floating-point arithmetic to reconcile high precision results with a wide dynamic range. In this article, we propose a low-power multi-core computing cluster tha