Redirigiendo al acceso original de articulo en 16 segundos...
ARTÍCULO
TITULO

Quality Assurance in Big Data Engineering - A Metareview

Daniel Staegemann    
Matthias Volk    
Klaus Turowski    

Resumen

With a continuously increasing amount and complexity of data being produced and captured, traditional ways of dealing with their storing, processing, analysis and presentation are no longer sufficient, which has led to the emergence of the concept of big data. However, not only the implementation of the corresponding applications is a challenging task, but also the proper quality assurance. To facilitate the latter, in this publication, a comprehensive structured literature metareview on the topic of big data quality assurance is presented. The results will provide interested researchers and practitioners with a solid foundation for their own quality assurance related endeavors and therefore help in advancing the cause of quality assurance in big data as well as the domain of big data in general. Furthermore, based on the findings of the review, worthwhile directions for future research were identified, providing prospective authors with some guidance in this complex environment.

 Artículos similares

       
 
Minhaz Farid Ahmed, Mazlin Bin Mokhtar, Chen Kim Lim, Izzati Afiqah Binti Che Suza, Ku Adriani Ku Ayob, Rd. Puteri Khairani Khirotdin and Nuriah Abd Majid    
Malaysia has numerous policies, institutions, and experts with foresight and vision for its development. Nevertheless, river basin management has been lacking due to several factors such as insufficient proactive leadership roles of institutions, as well... ver más
Revista: Water

 
George Stamatellos and Tassos Stamatelos    
In spite of the significant developments in machine learning methods employed for short-term electrical load forecasting on a Country level, the complexity and diversity of the problem points to the need for investing more research effort in the selectio... ver más
Revista: Applied Sciences

 
Angelina Marko, Stefan Bähring, Julius Raute, Max Biegler and Michael Rethmeier    
The Directed Energy Deposition process is used in a wide range of applications including the repair, coating or modification of existing structures and the additive manufacturing of individual parts. As the process is frequently applied in the aerospace ... ver más
Revista: Applied Sciences

 
Emilio Mezzenga, Anna Sarnelli, Giovanni Bellomo, Frank P. DiFilippo, Christopher J. Palestro and Kenneth J. Nichols    
(1) Background: Concentric ring artifacts in reconstructed SPECT images indicate the presence of detector non-uniformity in gamma camera systems. The identification of these artifacts is generally visual and not quantitative. The aim of our study was to ... ver más
Revista: Applied Sciences

 
Isabelle Schilling, Claus Maximilian Bäcker, Christian Bäumer, Carina Behrends, Marius Hötting, Jana Hohmann, Kevin Kröninger, Beate Timmermann and Jens Weingarten    
The accurate measurement of the beam range in the frame of quality assurance (QA) is a requirement for clinical use of a proton therapy machine. Conventionally used detectors mostly estimate the range by measuring the depth dose distribution of the proto... ver más
Revista: Instruments