Proposal of Vital Data Analysis Platform using Wearable Sensor

In this paper, we propose a vital data analysis platform which resolves existing problems to utilize vital data for real-time actions. Recently, IoT technologies have been progressed but in the healthcare area, real-time actions based on analyzed vital data are not considered sufficiently yet. The causes are proper use of analyzing methods of stream / micro batch processing and network cost. To resolve existing problems, we propose our vital data analysis platform. Our platform collects vital data of Electrocardiograph and acceleration using an example of wearable vital sensor and analyzes them to extract posture, fatigue and relaxation in smart phones or cloud. Our platform can show analyzed dangerous posture or fatigue level change. We implemented the platform. And we are now preparing a field test.

[1]  Yoji Yamato.  Optimum Application Deployment Technology for Heterogeneous IaaS Cloud , 2017, J. Inf. Process..

[2]  S. Porges.  Cardiac vagal tone: A physiological index of stress , 1995, Neuroscience & Biobehavioral Reviews.

[3]  Y. Yamato,et al.  Study and Evaluation of Context-Aware Service Composition and Change-Over Using BPEL Engine and Semantic Web Techniques , 2008, 2008 5th IEEE Consumer Communications and Networking Conference.

[4]  Yoji Yamato.  Automatic verification technology of software patches for user virtual environments on IaaS cloud , 2015, Journal of Cloud Computing.

[5]  Yoji Yamato,et al.  Development of resource management server for production IaaS services based on OpenStack , 2015, J. Inf. Process..

[6]  Sanjay Ghemawat,et al.  MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.

[7]  Yoji Yamato,et al.  Study of Service Processing Agent for Context-Aware Service Coordination , 2008, 2008 IEEE International Conference on Services Computing.

[8]  Yoji Yamato,et al.  Evaluation of Agile Software Develeopment Method for Carrier Cloud Service Platform Development , 2014, IEICE Trans. Inf. Syst..

[9]  Yoji Yamato,et al.  Development of template management technology for easy deployment of virtual resources on OpenStack , 2014, Journal of Cloud Computing.

[10]  Michiharu Takemoto,et al.  Context-aware content-provision service for shopping malls based on ubiquitous service-oriented network framework and authentication and access control agent framework , 2006, CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006..

[11]  Yoji Yamato,et al.  Fast and Reliable Restoration Method of Virtual Resources on OpenStack , 2018, IEEE Transactions on Cloud Computing.

[12]  Yoji Yamato,et al.  Service elements and service templates for adaptive service composition in a ubiquitous computing environment , 2003, 9th Asia-Pacific Conference on Communications (IEEE Cat. No.03EX732).

[13]  Yoji Yamato,et al.  Development of Service Control Server for Web-Telecom Coordination Service , 2008, 2008 IEEE International Conference on Web Services.

[14]  Yoji Yamato,et al.  Context-Aware Ubiquitous Service Composition Technology , 2006, CONFENIS.

[15]  Peter C. Evans,et al.  Industrial Internet: Pushing the Boundaries of Minds and Machines , 2012 .

[16]  Boris Otto,et al.  Design Principles for Industrie 4.0 Scenarios , 2016, 2016 49th Hawaii International Conference on System Sciences (HICSS).

[17]  Michiharu Takemoto,et al.  Method of creating web services from web applications , 2007, IEEE International Conference on Service-Oriented Computing and Applications (SOCA '07).

[18]  Hairong Kuang,et al.  The Hadoop Distributed File System , 2010, 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST).

[19]  Yoji Yamato,et al.  Software Maintenance Evaluation of Agile Software Development Method Based on OpenStack , 2015, IEICE Trans. Inf. Syst..

[20]  Kiyoko Yokoyama,et al.  Feasibility Study on Estimating Subjective Fatigue from Heart Rate Time Series , 2013 .

[21]  Hiroshi Nakashima,et al.  Conductive Polymer Combined Silk Fiber Bundle for Bioelectrical Signal Recording , 2012, PloS one.

[22]  Yoji Yamato,et al.  Context-Aware Service Composition and Component Change-over using Semantic Web Techniques , 2007, IEEE International Conference on Web Services (ICWS 2007).

[23]  Yoji Yamato,et al.  Service Delivery Platform Architecture for the Next-Generation Network , 2008 .

[24]  Scott Shenker,et al.  Spark: Cluster Computing with Working Sets , 2010, HotCloud.

[25]  Michiharu Takemoto,et al.  Service composition architecture for programmability and flexibility in ubiquitous communication networks , 2006, International Symposium on Applications and the Internet Workshops (SAINTW'06).