A CONCEPTUAL FRAMEWORK FOR MEASURING THE PERFORMANCE OF BIG DATA ANALYTICS PROCESS
Journal Title: Acta Informatica Malaysia - Year 2017, Vol 1, Issue 2
Abstract
Processes are described as a sequence of steps which result in a specific output based on a given input. The use of term, process, is common and used in different settings including more recently as big data analytics(BDA) process, and Extract, Transform, Load (ETL) process for traditional data warehousing and business intelligence in the past. BDA process starts from data acquisition and selection of the sources, to data preparation, analysis and modeling, to visualiza-tion and interpretation phases. Looking at big data analytics in a process perspective has major benefits since improving process drives a better outcome. This study focuses on how the performance of BDA process can be measured. The major con-tribution will be performance measurement framework of BDA process. The concept of process performance is broadly covered in the literature, mainly in the areas of business process and software process. Thus, process performance measures are available. Time, quality, cost, and flexibility are four of them. Do they apply to BDA process? This is a major question to be dealt with in this research. The overall structure of this research is shown in Figure 1.
Authors and Affiliations
Ismail Mohamed Ali, Yusmadi Yah Jusoh, Rusli Abdullah, Rozi Nor Haizan Nor
Keywords
Related Articles
- EP ID EP260162
- DOI 10.26480/aim.02.2017.13.14
- Views 276
- Downloads 0
A STUDY OF VEIN RECOGNITION SYSTEM
The vein recognition is the most accurate and secure technology in the field of biometrics. We have seen that many criminal cases like risk of forgery or theft. All biometric traits have their own advantages and disadvan...
A CONCEPTUAL FRAMEWORK FOR MEASURING THE PERFORMANCE OF BIG DATA ANALYTICS PROCESS
Processes are described as a sequence of steps which result in a specific output based on a given input. The use of term, process, is common and used in different settings including more recently as big data analytics(BD...
A COMPARATIVE STUDY OF CROWD COUNTING AND PROFILING THROUGH VISUAL AND NON-VISUAL SENSORS
In this paper we present a comparative critical study of visual and non-visual sensors used in crowd behavior analysis. The understanding of crowd has main impact of the analysis how much they support the system is the k...
TOWARD DEVELOPING A MINING OPINION MODEL: CONCEPTUAL FRAMEWORK
Opinion mining or as called sentiment analysis, its study of public opinions, attitude, emotions, sentiment towards specific issues or targets computationally. People most likely prefer to discuss and express their own o...
TOURISM OBJECT MAPPING BASED ON GEOGRAPHIC INFORMATION SYSTEM IN BATURRADEN DISTRICT, REGENCY OF BANYUMAS
This study aimed distribution pattern attraction Attraction and knowing what is in the district of Banyumas Baturraden. Descriptive qualitative research method with a spatial approach. The research subjects Baturraden at...