Methods of effectivization of scalable systems: rewiew
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Дата
2022
Науковий керівник
Назва журналу
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Видавець
National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
Анотація
The article discusses the problem of inefficiency of modern systems and horizontal scaling as a
method of increasing productivity. The main issues that make up the mentioned problem are
highlighted. A classification for possible solutions was proposed, according to which they were
divided into architectural and network, and an overview was carried out. As part of the architectural
class, such approaches as quantum computing and the dataflow paradigm were reviewed, the most
promising solutions were analyzed. The comparative analysis shows that by their nature dataflow
and quantum computing do not contradict each other, moreover, they complement each other in the
context of the problem. At the same time, both types of processors require a certain network for
communication, which makes the issue of topology relevant. At the network level, 2 topologies - Fat
Tree and Dragonfly - were considered, and their main properties were highlighted. The analysis
showed that in the context of the problem Dragonfly is slightly better due to decentralization and
smaller diameter. In the conclusions, the main aspects of problem formulation and review are
indicated, further prospects and possible methods are considered.
Опис
Ключові слова
ffectivization, scalable systems, high performant computing, architecture, topology
Бібліографічний опис
Honcharenko, O. Methods of effectivization of scalable systems: rewiew / Honcharenko Oleksandr, Loutskii Heorhii // Information, Computing and Intelligent systems. – 2022. – No. 3. – Pp. 63–76. – Bibliogr.: 26 ref.