Comparison of Platforms For High Frequency Data Processing

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F15%3APU117041" target="_blank" >RIV/00216305:26230/15:PU117041 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.fit.vut.cz/research/publication/10964/" target="_blank" >https://www.fit.vut.cz/research/publication/10964/</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/Informatics.2015.7377850" target="_blank" >10.1109/Informatics.2015.7377850</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Comparison of Platforms For High Frequency Data Processing

Popis výsledku v původním jazyce

The aim of this article is to find and compare existing solutions of complex event processing platform (CEP). We intend to use CEP platform for prediction of complex time series and integrate a solution for newly proposed method of decision making. As there are lots of solutions we will take the following characteristics under consideration - the processing in real time, possibility of processing of high volume data from multiple sources, platform independence, platform allowing integration with user solution.    At first we will talk about existing CEP tools and their specific way of use in praxis. Then we will mention the design of method for formalization of business rules used for decision making. Afterwards, we focus on two platforms which seem to be the best fit for integration of our solution and we will list the main pros and cons of each approach. Final part is devoted to benchmark platforms for CEP.

Název v anglickém jazyce

Comparison of Platforms For High Frequency Data Processing

Popis výsledku anglicky

The aim of this article is to find and compare existing solutions of complex event processing platform (CEP). We intend to use CEP platform for prediction of complex time series and integrate a solution for newly proposed method of decision making. As there are lots of solutions we will take the following characteristics under consideration - the processing in real time, possibility of processing of high volume data from multiple sources, platform independence, platform allowing integration with user solution.    At first we will talk about existing CEP tools and their specific way of use in praxis. Then we will mention the design of method for formalization of business rules used for decision making. Afterwards, we focus on two platforms which seem to be the best fit for integration of our solution and we will list the main pros and cons of each approach. Final part is devoted to benchmark platforms for CEP.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2015 IEEE 13th International Scientific Conference on Informatics

ISBN

978-1-4673-9867-1

ISSN

—

e-ISSN

—

Počet stran výsledku

6

Strana od-do

296-301

Název nakladatele

The University of Technology Košice

Místo vydání

Poprad, SK

Místo konání akce

Poprad

Datum konání akce

18. 11. 2015

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

000380535000053