Title :
Massive Event Data Analysis and Processing Service Development Environment Using DFD
Author :
Nomura, Yoshihide ; Kimura, Kosaku ; Kurihara, Hidetoshi ; Yamamoto, Rieko ; Yamamoto, Kouji ; Tokumoto, Susumu
Author_Institution :
Software Innovation Lab., Fujitsu Labs. Ltd., Atsugi, Japan
Abstract :
In these days, there are a lot of massive event data appeared every day because networked devices such as smartphones and kind of sensors become very common. Every service provider intends to analyze the event data and discovers a new business rule for real time event processing service. We proposed a methodology which integrates such kind of data analysis and service development using DFD (Data Flow Diagram) which is independent from implementations, and we developed its prototype for evaluations. The methodology and the tool separate the concern of a developer and an analyst, moreover, we succeeded to confirm that the prototype tool reduced actual analysis and service development costs dramatically.
Keywords :
business data processing; data analysis; data flow graphs; real-time systems; DFD; business rule discovery; data flow diagram; massive event data analysis service development; massive event data processing service development environment; networked devices; real-time event processing service; service development costs; service provider; Analytical models; DSL; Data analysis; Data models; Engines; Mathematical model; Real time systems; Analysis; Cloud; Dataflow languages; Event Processing; Productivity; Tools;
Conference_Titel :
Services (SERVICES), 2012 IEEE Eighth World Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4673-3053-4
DOI :
10.1109/SERVICES.2012.46