Performance Measurement of Complex Event Platforms

Journal Title: Journal of Information and Organizational Sciences - Year 2016, Vol 40, Issue 2

Abstract

The aim of this paper is to find and compare existing solutions of complex event processing platforms (CEP). CEP platforms generally serve for processing and/or predicting of high frequency data. We intend to use CEP platform for processing of complex time series and integrate a solution for newly proposed method of decision making. The decision making process will be described by formal grammar. As there are lots of CEP 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 and open license. 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. Next part is devoted to benchmark platforms for CEP. Final part is devoted to experimental measurements of platform with integrated method for decision support.

Authors and Affiliations

Eva Zámečníková, Jitka Kreslíková

Keywords

Related Articles

The Elaboration of Strategic Decisions in the Socio-Economic Systems

The article deals with socio-economic strategic management, which implemented on the basis of Balanced Scorecard, multidimensional modeling and its set-theoretic representation. The main idea of the article is using of m...

Categorical Model of Structural Operational Semantics for Imperative Language

Definition of programming languages consists of the formal definition of syntax and semantics. One of the most popular semantic methods used in various stages of software engineering is structural operational semantics....

The Use of Support Vector Machines When Designing a User-Defined Niche Search Engine

This study presents the construction of a niche search engine, whose search topic domain is to be user-defined. The specific focus of this study is the investigation of the role that a Support Vector Machine plays when c...

A Study on Knowledge Gain and Retention when Using Multimedia Learning Materials of Different Quality

The usage of multimedia has proven to foster meaningful learning, but not every multimedia resource will necessarily contribute to the teaching-learning process. Since for the development of multimedia learning materials...

Learning Analytics for Peer-assessment: (Dis)advantages, Reliability and Implementation

Learning analytics deals with the data that occurs from students' interaction with ICT: collecting data, analyzing and reporting that can influence learning and teaching. Analysis of validity and reliability of assessmen...

Download PDF file
  • EP ID EP404343
  • DOI 10.31341/jios.40.2.5
  • Views 89
  • Downloads 0

How To Cite

Eva Zámečníková, Jitka Kreslíková (2016). Performance Measurement of Complex Event Platforms. Journal of Information and Organizational Sciences, 40(2), 237-254. https://europub.co.uk/articles/-A-404343