Fast and Reliable Restoration Method of Virtual Resources on OpenStack

Journal of Information Processing

Fukumoto

Kumazaki

2017

Self Cite

Abstract:Recently, progress has been made in IoT technologies and applications in the maintenance area are expected. However, IoT maintenance applications are not widespread in Japan yet because of the one-off solution of sensing and analyzing for each case, the high cost collecting sensing data and insufficient maintenance automation. This paper proposes a maintenance platform which analyzes sound data in edges, analyzes only anomaly data in cloud and orders maintenance automatically.

“…[1], [2], [3]. IoT application areas are wide but in particular manufacturing and maintenance are regarded as the most likely application areas which Industrie 4.0 also targets.…”

Section: Introductionmentioning

confidence: 99%

Predictive Maintenance Platform with Sound Stream Analysis in Edges

Journal of Information Processing

Fukumoto

Kumazaki

2017

Self Cite

“…(The work of Refs are examples of production cloud service developments, and the work of Ref. is an example of cloud high available technology. )…”

Section: Introductionmentioning

confidence: 99%

Proposal of shoplifting prevention service using image analysis and ERP check

IEEJ Transactions Elec Engng

Fukumoto

Kumazaki

2017

Self Cite

In this paper, we propose a software‐as‐a‐service application that prevents shoplifting using image analysis and enterprise resource planning (ERP). In Japan, the total damage due to shoplifting has reached ¥450 billion per year, and each year more than 1000 small book stores give up their business because of shoplifting damage. Based on the recent advancement in cloud technology and data analysis technology, we propose a shoplifting prevention service with the image analysis of security camera movie and ERP data check for small shops. We also confirm the precision ratio of security camera stream movie analysis using the online machine learning framework Jubatus. © 2017 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.

“…Recently, Infrastructure as a Service (IaaS) clouds have been progressed [1], [2], [3], and users can use computer resources or service components on demand (For example, Refs. [4], [5], [6], [7], [8]).…”

Section: Introductionmentioning

confidence: 99%

Optimum Application Deployment Technology for Heterogeneous IaaS Cloud

Journal of Information Processing

2017

Self Cite

Abstract:Recently, cloud systems composed of heterogeneous hardware have been increased to utilize progressed hardware power. However, to program applications for heterogeneous hardware to achieve high performance needs much technical skill and is difficult for users. Therefore, to achieve high performance easily, this paper proposes a PaaS which analyzes application logics and offloads computations to GPU and FPGA automatically when users deploy applications to clouds.