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Study on manufacturing grid resource service QoS modeling and evaluation

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Abstract

Current research on manufacturing grid (MGrid) systems has mainly concentrated on its concept, architecture, application prototype platform, and application foreground. Absent from the trend is the quality of service (QoS) of MGrid, such as QoS modeling, QoS evaluation, and QoS-based scheduling, which play a very important role in MGrid resource management. The related topics about MGrid and QoS are investigated in this study. The characteristics of QoS associated with its management requirements in MGrid are then further studied. Classification and modeling of MGrid QoS are investigated from three different perspectives: QoS whole-lifecycle management, MGrid architecture view, and QoS attribute parameters. The measurement and evaluation models of QoS parameters in MGrid are presented. A simple case study is described to illustrate how the proposed works can be applied to MGrid resource service management.

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References

  1. Tao F, Hu YF, Zhou ZD (2007) Study on manufacturing grid and its resource service optimal-selection system. Int J Adv Manuf Technol. DOI 10.1007/s00170-007-1033-9

  2. Tao F, Hu YF, Ding YF, Sheng BY, Zhou ZD (2006) Resources publication and discovery in manufacturing grid. Journal of Zhejiang University (Science) 7(10):676–1682. DOI 10.1631/jzus.2006.A1676

    Google Scholar 

  3. Al-Ali R, Hafid A, Rana WD (2004) An approach for quality of service adaptation in service-oriented grids. Concurr Comput Pract Ex 16:401–412

    Article  Google Scholar 

  4. Fan YS, Zhang LQ, Liu B (2004) Networked manufacturing and manufacturing network. China Mechanical Engineering 15(19):1733–1738

    Google Scholar 

  5. Liu Q, Shi Y (2007) Gird manufacturing: a new solution for cross-enterprise collaboration. Int J Adv Manuf Technol. DOI 10.1007/s00170-006-0832-8

  6. Huang C, Fan Y (2005) Knowledge service grid and its application in manufacturing network. Comput Integr Manuf Syst 11(4):467–474

    Google Scholar 

  7. Liu LL, Yu T, Shi ZB, Fang ML (2003) Research on rapid manufacturing grid and its service nodes. Machine Design and Research 19(5):57–59

    Google Scholar 

  8. He YL, Yang HC, He WP, Mo R, Jing SK (2005) Framework of cross-enterprise collaborative manufacturing based on grid technology. Comput Integr Manuf Syst 11(5):636–641

    Google Scholar 

  9. Li Z, Jin X, Cao Y, Zhang X, Li Y (2007) Conception and implementation of a collaborative manufacturing grid. Int J Adv Manuf Technol (34):1224–1235. DOI 10.1007/s00170-006-0677-1

  10. Zheng XL, Chen DR, Lu L (2005) Research of architecture for grid manufacturing. Proceedings of the 9th international conference on computer supported cooperative work in design proceedings (CSCWD 2005), May 24–26, Coventry, UK, pp 345–349

  11. Chen QX, Tian WS, Chen X, Deng B, Sun J (2003) Framework of grid-manufacturing system for mould and die making industry franchise business mode. Comput Integr Manuf Syst 9(7):595–600

    Google Scholar 

  12. Huang C, Huang BQ, Li CP (2005) Research on resources integration framework of logistics resource grid. Comput Integr Manuf Syst 11(5):630–635

    Google Scholar 

  13. Liang Y, Hu S, Li HF, Han YB (2004) Study on the architecture and key technology of grid application platform in network manufacture. Computer Research and Development 41(12):2060–2065

    Google Scholar 

  14. Yang D, Qi GN (2005) A cooperative model of VO based on grid and its task scheduling. China Mechanical Engineering 16(9):784–786

    Google Scholar 

  15. Deng H, Chen L, Wang CT, Deng QN (2006) A grid-based scheduling system of manufacturing resources for a virtual enterprise. Int J Adv Manuf Technol 28(1–2):137–141. DOI 10.1007/s00170-004-2335-9

    Google Scholar 

  16. Xiu YS, Cui DG (2004) Application of grid technology in aeronautical manufacturing. Computer Research and Development 41(12):2073–2078

    Google Scholar 

  17. Dai DS, Zhang XQ, Su MD (2005) Research on equipment support resources monitoring system based on grid. Journal of Ordnance Engineering College 17(2):46–48

    Google Scholar 

  18. Yan XF, Li FX, Zhan SY, Chai XD, Hu XL (2005) Key technologies of simulation grid resources pool. Comput Integr Manuf Syst 11(8):1174–1177

    Google Scholar 

  19. Mahon R, Chao KM, Younas M (2004) Cooperation design in grid services. 8th international conference on computer supported cooperative work in design proceedings (CSCWD 2004), May 26–28, Xiamen, China, pp 406–412

  20. Tao F, Hu YF, Ding YF, Sheng BY, Zhou ZD (2006) Modelling of manufacturing resource in manufacturing grid based on XML. International IEEE conference on industrial iInformatics (INDIN’06), Singapore, Aug 16–18, pp 1261–1266

  21. Zhang L, Yuang WZ, Wang W (2006) An ontology based approach of automated service chaining for manufacturing grid. China Mechanical Engineering 17(14):1484–1488

    Google Scholar 

  22. He YA, Yu T, Liu L L, Shen B, Sun HY (2006) A WSRF-based resource management system of manufacturing grid. Proceedings of the 6th IEEE international symposium on cluster computing and the grid (CCGRID’06), Singapore, May 16–19, pp 174–177

  23. Shen B, Yu T, Liu LL (2005) A SLA-aware architecture for manufacturing grid resource management. Proceedings of the first international conference on semantics, knowledge, and grid (SKG 2005), Nov 28–29, Beijing, p 123

  24. Tao F, Hu YF, Ding YF, Sheng BY, Zhou ZD (2005) Resource optimization selection evaluation model based on agents in manufacturing grid systems. China Mechanical Engineering 16(24):2192–2197

    Google Scholar 

  25. Yu T, Yuan LP, Li J, Xiong F, Fang ML (2005) A multi-agent based approach for manufacturing grid workflow. Proceedings of the fourth international conference on machine learning and cybernetics, Guangzhou, August 18–21, pp 199–204

  26. Lv BH, Shi SY, Mo R, Chang ZY, Yang HC (2006) Market equilibrium based resource optimal allocation for manufacturing grid. Comput Integr Manuf Syst 12(12):2011–2017

    Google Scholar 

  27. Zhang CS, Mo R, Shi SY, Chang ZY, Chen ZF (2006) Research on manufacturing grid resource scheduling based on genetic algorithm. China Mechanical Engineering 17(18):1961–1970

    Google Scholar 

  28. Zhang L, Yuan WZ, Wang W (2005) Towards a framework for automatic service composition in manufacturing grid. The fourth international conference on grid and cooperative computing (GCC2005), Beijing, LNCS 3795, pp 238–243

  29. Liu LL, Yu T, Shi ZB (2005) Research on QoS-based resource scheduling in manufacturing grid. Computer Integrated Manufacturing Systems 11(4):475–480

    Google Scholar 

  30. Foster I, Kesselman C (1999) A distributed resource management architecture that supports advance reservation and co-allocation. Proceedings of the 7th international workshop on quality of service (IWQOS 1999), June 1–4, London, pp 27–36

  31. Foster I, Roy A, Sander V (2000) A quality of service architecture that combines resource reservation and application adaptation. Proceedings of the 8th international workshop on quality of service (IWQOS 2000), June 5–7, Pittsburgh, PA, pp 81–188

  32. Al-Ali R, Amin K, Laszewski G (2003) An OGSA-based quality of service framework. Proceedings of the second international workshop on grid and cooperative computing (GCC2003), Dec 7–10, Shanghai, pp 361–378

  33. Braden B, Clark D, Shenker S (1994) Intetrated services in the internet architecture: an overview[S]. Internet request for comments RFC 1633, Internet engineering task force, 1994–06

  34. Blake S, Black D, Carlson M (1998) An architecture for differentiated services[S]. Internet request for comments RFC 2475, Internet engineering task force, 1998–12

  35. Bernet Y, Ford P, Yavatkar R (2000) A framework for intergraded operation over DiffServ [S]. Networks, Internet request for comments RFC 2998, Internet engineering task force, 2000–11

  36. Wu L, Davari S (2005) Multi-protocol label switching (MPLS) support of differentiated services [S]. Internet request for comments RFC 3270, Internet engineering task force, 2002–05

  37. Irvine CE, Levin T (2000) Toward quality of security service in a resource management system benefit function. The 9th proceedings of the heterogeneous computing workshop(HCW2000), May 2000, Cancun, Mexico, pp. 133-139

  38. Irvine CE, Levin T (1999) An approach characterizing resource usage and user preferences in benefit functions. Technical report, NPS-CS-99–005, NPS, 1999

  39. Zeng LZ, Benatallah B, Anne H, Dumas M, Kalagnanam J, Chan H (2004) QoS-aware middleware for web service composition. IEEE transaction of software engineering 30(5):311–327. DOI 10.1109/TSE.2004.11

    Article  Google Scholar 

  40. Zhou ZD, Tao F, Hu YF (2007) Manufacturing grid resource service scheduling based on trust-QoS. The 3rd virtual conference, of the EU-funded FP6 I*PROMS network of excellence on innovative production machines and systems (IPROMS 2007), July 2–13, Cardiff, UK

  41. Tao F, Hu YF, Zhou ZD (2007) Application and modeling of resource service trust-QoS evaluation in manufacturing grid system. Int J Prod Res. DOI 10.1080/00207540701551927

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Authors and Affiliations

  1. School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan, 430070, China

    Fei Tao & Haijun Zhang

  2. Hubei Digital Manufacturing Key Laboratory, Wuhan University of Technology, Wuhan, 430070, China

    Fei Tao, Yefa Hu & Zude Zhou

  3. Department of ECE, University of Michigan, Dearborn, MI, 48128–1491, USA

    Fei Tao, Yefa Hu, Dongming Zhao & Zhenzhen Lei

Authors
  1. Fei Tao
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  2. Yefa Hu
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  3. Dongming Zhao
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  4. Zude Zhou
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  5. Haijun Zhang
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  6. Zhenzhen Lei
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Correspondence to Fei Tao.

Additional information

This research was fully supported by Excellent Doctoral Dissertation Fund of Wuhan University of Technology (WHUT), Hubei Digital Manufacturing Key Laboratory Opening Fund project (Project No.SZ0621) and National Nature Science Fund project of China (Project No. 50620130441).

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Tao, F., Hu, Y., Zhao, D. et al. Study on manufacturing grid resource service QoS modeling and evaluation. Int J Adv Manuf Technol 41, 1034–1042 (2009). https://doi.org/10.1007/s00170-008-1534-1

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  • DOI: https://doi.org/10.1007/s00170-008-1534-1

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