IoT機器の環境適応取り込みの提案

Yoji Yamato

doi:10.51094/jxiv.535

##article.authors##

Yoji Yamato Network Service Systems Laboratories, NTT Corporation

DOI:

https://doi.org/10.51094/jxiv.535

Keywords:

Environment Adaptive Software, IoT Services, IoT Platform Setting, Effective Creation, Automatic Building

Abstract

私は，エンジニアが通常CPU向けに記述したソフトウェアのコードを，配置される環境に応じて，自動で変換や設定等をして，運用可能とする環境適応ソフトウェアのコンセプトを提案してきた．本稿は，リソースが少ないIoT機器を環境適応に組み込む事を目指し，ユーザの指定する処理ロジックとIoTデータから，IoTサービスを自動で構築する方式を提案する．提案方式は，ユーザの基本サービス選択に基づき，サービスに必要な共通的機能を機能ブロック検知技術で発見し，ユーザ指定の処理ロジックと組み合わせ，IoT PFとIoT GWに処理を設定することでサービス化する．手動でのサービス構築時の作成行数と，提案方式でのサービス構築時の作成行数を比較することで，提案の有効性を示す．

電子情報通信学会ネットワークシステム研究会，2023年11月研究会（プレプリント版）

Conflicts of Interest Disclosure

The author declares no competing interest with this manuscript.

Downloads *Displays the aggregated results up to the previous day.

Download data is not yet available.

References

A. Putnam, et al., "A reconfigurable fabric for accelerating large-scale datacenter services," Proceedings of the 41th Annual International Symposium on Computer Architecture (ISCA'14), pp.13-24, June 2014.

O. Sefraoui, et al., "OpenStack: toward an open-source solution for cloud computing," International Journal of Computer Applications, Vol.55, No.3, 2012.

Y. Yamato, "Cloud Storage Application Area of HDD-SSD Hybrid Storage, Distributed Storage and HDD Storage," IEEJ Transactions on Electrical and Electronic Engineering, Vol.11, Issue.5, pp.674-675, DOI:10.1002/tee.22287, Sep. 2016.

Y. Yamato, "Optimum Application Deployment Technology for Heterogeneous IaaS Cloud," Journal of Information Processing, Vol.25, No.1, pp.56-58, Jan. 2017.

Y. Yamato, "Server Selection, Configuration and Reconfiguration Technology for IaaS Cloud with Multiple Server Types," Journal of Network and Systems Management, Springer, DOI: 10.1007/s10922-017-9418-z, Aug. 2017.

Y. Yamato, et al., "Fast Restoration Method of Virtual Resources on OpenStack," IEEE Consumer Communications and Networking Conference (CCNC 2015), pp.607-608, Jan. 2015.

Y. Yamato, "Automatic Verification for Plural Virtual Machines Patches," The 7th International Conference on Ubiquitous and Future Networks (ICUFN 2015), pp.837-838, 2015.

AWS EC2 web site, https://aws.amazon.com/ec2/instance-types/

P. C. Evans and M. Annunziata, "Industrial Internet: Pushing the Boundaries of Minds and Machines," Technical report of General Electric (GE), Nov. 2012.

M. Takemoto, et al., "Service Elements and Service Templates for Adaptive Service Composition in a Ubiquitous Computing Environment," The 9th Asia-Pacific Conference on Communications (APCC 2003), Vol.1, pp. 335-338, 2003.

Y. Yamato, et al., "Study and Evaluation of Context-Aware Service Composition and Change-over Using BPEL Engine and Semantic Web Techniques," IEEE Consumer Communications and Networking Conference (CCNC 2008), pp.863-867, 2008.

Y. Yamato, et al., "Study of Service Processing Agent for Context-Aware Service Coordination," IEEE International Conference on Service Computing (SCC 2008), pp.275-282, July 2008.

H. Sunaga, et al., "Service Delivery Platform Architecture for the Next-Generation Network," ICIN 2008, Oct. 2008.

H. Noguchi, et al., "Autonomous Device Identification Architecture for Internet of Things," 2018 IEEE 4th World Forum on Internet of Things (WF-IoT 2018), pp.407-411, Feb. 2018.

Y. Yamato, et al., "Proposal of Real Time Predictive Maintenance Platform with 3D Printer for Business Vehicles," International Journal of Information and Electronics Engineering, Vol.6, No.5, pp.289-293, 2016.

Y. Yamato, et al., "Method of Service Template Generation on a Service Coordination Framework," 2nd International Symposium on Ubiquitous Computing Systems (UCS 2004), Nov. 2004.

H. Noguchi, et al., "Device Identification Based on Communication Analysis for the Internet of Things," IEEE Access, DOI: 10.1109/ACCESS.2019.2910848, Apr. 2019.

H. Noguchi, et al., "Distributed Search Architecture for Object Tracking in the Internet of Things," IEEE Access, DOI: 10.1109/ACCESS.2018.2875734, Oct. 2018.

M. Hermann, et al., "Design Principles for Industrie 4.0 Scenarios," Rechnische Universitat Dortmund. 2015.

T. Sterling, et al., "High performance computing : modern systems and practices," Cambridge, MA : Morgan Kaufmann, ISBN: 9780124202153, 2018.

J. Sanders and E. Kandrot, "CUDA by example : an introduction to general-purpose GPU programming," Addison-Wesley, ISBN: 0131387685, 2010.

J. E. Stone, et al., "OpenCL: A parallel programming standard for heterogeneous computing systems," Computing in science & engineering, Vol.12, No.3, pp.66-73, 2010.

Y. Yamato, "Study and Evaluation of Improved Automatic GPU Offloading Method," International Journal of Parallel, Emergent and Distributed Systems, Taylor and Francis, DOI: 10.1080/17445760.2021.1941010, June 2021.

Y. Yamato, "Study and Evaluation of Automatic GPU Offloading Method from Various Language Applications," International Journal of Parallel, Emergent and Distributed Systems, Taylor and Francis, DOI: 10.1080/17445760.2021.1971666, Sep. 2021.

Y. Yamato, "Improvement Proposal of Automatic GPU Offloading Technology," The 8th International Conference on Information and Education Technology (ICIET 2020), pp.242-246, Mar. 2020.

Y. Yamato, "Proposal of Automatic Offloading for Function Blocks of Applications," The 8th IIAE International Conference on Industrial Application Engineering 2020 (ICIAE 2020), pp.4-11, Mar. 2020.

Y. Yamato, "Automatic Offloading Method of Loop Statements of Software to FPGA," International Journal of Parallel, Emergent and Distributed Systems, Taylor and Francis, DOI: 10.1080/17445760.2021.1916020, Apr. 2021.

J. Fung and M. Steve, "Computer vision signal processing on graphics processing units," 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 5, pp.93-96, 2004.

S. Wienke, et al., "OpenACC-first experiences with real-world applications," Euro-Par 2012 Parallel Processing, pp.859-870, 2012.

M. Wolfe, "Implementing the PGI accelerator model," ACM the 3rd Workshop on General-Purpose Computation on Graphics Processing Units, pp.43-50, Mar. 2010.

E. Su, et al., "Compiler support of the workqueuing execution model for Intel SMP architectures," In Fourth European Workshop on OpenMP (EWOMP'02), Sep. 2002.

J. H. Holland, "Genetic algorithms," Scientific american, Vol.267, No.1, pp.66-73, 1992.

oneM2M web site, https://onem2m.org/technical/published-specifications/release-4

MQTT web site, https://docs.oasis-open.org/mqtt/mqtt/v5.0/mqtt-v5.0.html

Azure IoT Hub web site, https://learn.microsoft.com/ja-jp/azure/iot-hub/iot-concepts-and-iot-hub

Armadillo web site, https://armadillo.atmark-techno.com/about/iot-gw

Jetson web site, https://www.nvidia.com/ja-jp/autonomous-machines/embedded-systems/jetson-nano/

Deckard web site, https://github.com/skyhover/Deckard

Omron sensor web site, https://github.com/nobrin/omron-2jcie-bu01/blob/master/README_ja.md