Application of novel big data processing techniques in process industries

2020 ◽  
Vol 62 (3) ◽  
pp. 200
Author(s):  
Pavel Maksimov ◽  
Tuomas Koiranen
Keyword(s):  
Big Data ◽  
Data Processing ◽  
Process Industries ◽  
Big Data Processing ◽  
Processing Techniques

scholarly journals An Implementation of Genetic Algorithms in Big Data Processing for Medical Data

2020 ◽  
Vol 9 (3) ◽  
pp. 2215-2217
Keyword(s):  
Genetic Algorithm ◽  
Big Data ◽  
Data Processing ◽  
Medical Data ◽  
Sql Server ◽  
Big Data Processing ◽  
Huge Data ◽  
Cloud Server ◽  
Processing Techniques ◽  
Program Interface

The large amount of real time medical measurement parameters stored in the SQL server needs processing using a specific algorithm. One of the big data processing techniques is available for medical data is Genetic algorithm. The acquired medical parameters are combined together to predict or diagnose the disease using the genetic algorithm. In this paper, the genetic algorithm is used to process the medical measurements data. The medical parameters are posted temporarily in the Representational Structure (REST) Application Program Interface (API) using a gateway protocol MQTT. The genetic algorithm can easily diagnose the disease using the existing stored parameters. The medical parameters of the patient like ECG, Blood pressure and skin temperature are posted frequently in the cloud server for continuous monitoring, and the huge data is also processed using this proposed method.

Load Balancing in Big Data Processing Systems

2019 ◽  
Vol 12 (1) ◽  
pp. 42 ◽  
Author(s):  
Andrey I. Vlasov ◽  
Konstantin A. Muraviev ◽  
Alexandra A. Prudius ◽  
Demid A. Uzenkov
Keyword(s):  
Big Data ◽  
Load Balancing ◽  
Data Processing ◽  
Big Data Processing

Efficient Workflow for Social Big Data Processing

2019 ◽  
Author(s):  
Amit Kumar Jadiya ◽  
Ramesh Thakur
Keyword(s):  
Big Data ◽  
Data Processing ◽  
Big Data Processing ◽  
Social Big Data
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