Skip to main content

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 49))

Abstract

To harvest idle, unused computational resources in networked environments, researchers have proposed different architectures for desktop grid infrastructure. The desktop grid system provide high computational capability at low cost and this motivates its use. However, there are several distinct differences between them in terms resource participation, resource sharing nature, application support, service quality, deployment effort required etc. Building a desktop system has to consider resource’s heterogeneity, non-dedication, volatility, failures, security, etc. Therefore, it is important to comprehend current research approaches in desktop grid system development to identify research gaps. In this paper, we propose a taxonomy for studying various desktop grid systems. We also present the strength and weakness of existing desktop grid systems and identified the research gap.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    www.teragrid.org.

  2. 2.

    www.lesc.imperial.ac.uk.

  3. 3.

    www.eu-egee.org.

  4. 4.

    www.gridway.org.

  5. 5.

    www.nsf-middleware.org.

  6. 6.

    www.mysql.com.

  7. 7.

    http://river.apache.org/doc/specs/html/js-spec.html.

  8. 8.

    http://rfc-gnutella.sourceforge.net/.

References

  1. Corbató, F.J., Vyssotsky, V.A.: Introduction and overview of the multics system. In: Proceedings of the November 30–December 1, 1965, fall joint computer conference, part I, AFIPS ’65 (Fall, part I), New York, NY, USA, pp. 185–196, ACM (1965)

    Google Scholar 

  2. Foster, I., Kesselman, C., Tuecke, S.: The anatomy of the grid: enabling scalable virtual organizations. Int. J. High Perform. Comput. Appl. 15, 200–222 (2001)

    Article  Google Scholar 

  3. Krauter, K., Buyya, R., Maheswaran, M.: A taxonomy and survey of grid resource management systems for distributed computing. Softw. Pract. Exper. 32, 135–164 (2002)

    Article  MATH  Google Scholar 

  4. Foster, I., Kesselman, C.: Computational grids. pp. 15–51 (1999)

    Google Scholar 

  5. Kurdi, H., Li, M., Al-Raweshidy, H.: A classification of emerging and traditional grid systems. Distributed Systems Online, IEEE, vol. 9, pp. 1–1 (2008)

    Google Scholar 

  6. Foster, I.: Globus toolkit version 4: software for service-oriented systems. J. Comput. Sci. Technol. 21(4), 513–520 (2006)

    Article  Google Scholar 

  7. Chapin, S.J., Katramatos, D., Karpovich, J.F., Grimshaw, A.S.: The legion resource management system. In: Proceedings of the Job Scheduling Strategies for Parallel Processing, IPPS/SPDP ’99/JSSPP ’99, pp. 162–178, Springer, London, UK (1999)

    Google Scholar 

  8. Cafferkey, N., Healy, P.D., Power, D.A., Morrison, J.P.: Job management in webcom. In: ISPDC, pp. 25–30, IEEE Computer Society (2007)

    Google Scholar 

  9. Catlett, C., Beckman, P., Skow, D., Foster, I.: Creating and operating national-scale cyber infrastructure services (2006)

    Google Scholar 

  10. Litzkow, M., Livny, M., Mutka, M.: Condor—a hunter of idle workstations. In: Proceedings of the 8th International Conference of Distributed Computing Systems, pp. 104–111, IEEE Press (1988)

    Google Scholar 

  11. Anderson, D.P.: BOINC: a system for public-resource computing and storage. In GC ’04: Proceedings of the Fifth IEEE/ACM International Workshop on Grid Computing, pp. 365–372, ACM Press, New York, NY, USA (2004)

    Google Scholar 

  12. Maurer, J.: A conversation with david anderson. Queue 3, 18–25 (2005)

    Article  Google Scholar 

  13. Talia, D., Trunfio, P.: A p2p grid services-based protocol: design and evaluation. In: Danelutto, M., Laforenza, D., Vanneschi, M. (eds.) Proceedings of Euro-Par 2004. Lecture Notes in Computer Science, vol. 3149, pp. 1022–1031, Springer, Berlin (2004)

    Google Scholar 

  14. Koh, M., Song, J., Peng, L., See, S.: Service registry discovery using GridSearch P2P framework. In: Proceeding of CCGrid, vol. 2, p. 11 (2006)

    Google Scholar 

  15. Pham, T.V., Lau, L.M., Dew, P.M.: An adaptive approach to p2p resource discovery in distributed scientific research communities. In: Proceeding of CCGrid, vol. 2, p. 12 (2006)

    Google Scholar 

  16. Foster, I., Iamnitchi, A.: On death, taxes, and the convergence of peer-to-peer and grid computing. In: 2nd International Workshop on Peer-to-Peer Systems, IPTPS03, pp. 118–128 (2003)

    Google Scholar 

  17. Trunfio, P., Talia, D., Papadakis, H., Fragopoulou, P., Mordacchini, M., Pennanen, M., Popov, K., Vlassov, V., Haridi, S.: Peer-to-peer resource discovery in grids: models and systems. Future Gener. Comput. Syst. 23, 864–878 (2007)

    Article  Google Scholar 

  18. Anderson, D.P., Christensen, C., Allen, B.: Grid resource management—designing a runtime system for volunteer computing. In: SC ’06: Proceedings of the 2006 ACM/IEEE Conference on Supercomputing, p. 126, ACM Press, New York, NY, USA (2006)

    Google Scholar 

  19. Buck, P.D.: Unofficial boinc wiki: Overview of daemons (2005)

    Google Scholar 

  20. Anderson, D.P., Korpela, E., Walton, R.: High-performance task distribution for volunteer computing. In: Proceedings of the First International Conference on e-Science and Grid Computing, E-SCIENCE ’05, pp. 196–203, IEEE Computer Society, Washington, DC, USA (2005)

    Google Scholar 

  21. Silva, J.N., Veiga, L., Ferreira, P.: nuboinc: Boinc extensions for community cycle sharing. In: Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, pp. 248–253 (2008)

    Google Scholar 

  22. Baldassari, J.D.: Design and evaluation of a public resource computing framework. Master’s thesis, Worcester Polytechnic Institute, Worcester, MA, USA (2006)

    Google Scholar 

  23. Pan, Z., Ren, X., Eigenmann, R., Xu, D.: Executing MPI programs on virtual machines in an internet sharing system. In: Proceedings of the 20th International Conference on Parallel and Distributed Processing, IPDPS’06, pp. 101–101, IEEE Computer Society, Washington, DC, USA (2006)

    Google Scholar 

  24. Olejnik, R., Laskowski, E., Toursel, B., Tudruj, M., Alshabani, I.: DG-ADAJ: a java computing platform for desktop grid. In: Bubak, M., Turala, M., Wiatr, K. (eds.) Cracow Grid Workshop 2005 Proceedings. Academic Computer Centre CYFRONET AGH, Cracow, Poland (2006)

    Google Scholar 

  25. Balaton, Z., Gombas, G., Kacsuk, P., Kornafeld, A., Kovacs, J., Marosi, A., Vida, G., Podhorszki, N., Kiss, T.: Sztaki desktop grid: a modular and scalable way of building large computing grids. In: Parallel and Distributed Processing Symposium, 2007. IPDPS 2007. IEEE International, pp. 1–8 (2007)

    Google Scholar 

  26. distributed.net homepage. http://www.distributed.net/

  27. Fedak, G., Germain, C., Neri, V., Cappello, F.: XtremWeb: a generic global computing system. In: Proceedings of First IEEE/ACM International Symposium on Cluster Computing and the Grid, pp. 582–587, IEEE Press (2001)

    Google Scholar 

  28. Petiton, S., Aouad, L., Choy, L.: Peer to peer large scale linear algebra programming and experimentations. In: Lirkov, I., Margenov, S., Wasniewski, J. (eds.) Large-Scale Scientific Computing. Lecture Notes in Computer Science, vol. 3743, pp. 430–437. Springer, Berlin (2006)

    Google Scholar 

  29. Lodygensky, O., Fedak, G., Cappello, F., Neri, V., Livny, M., Thain, D.: Xtremweb & condor sharing resources between internet connected condor pools. In: Proceedings of the 3rd International Symposium on Cluster Computing and the Grid, CCGRID ’03, p. 382. IEEE Computer Society, Washington, DC, USA (2003)

    Google Scholar 

  30. Djilali, S., Herault, T., Lodygensky, O., Morlier, T., Fedak, G., Cappello, F.: Rpc-v: toward fault-tolerant rpc for internet connected desktop grids with volatile nodes. In: Proceedings of the 2004 ACM/IEEE Conference on Supercomputing, SC ’04, p. 39. IEEE Computer Society, Washington, DC, USA (2004)

    Google Scholar 

  31. Abdennadher, N., Boesch, R.: Towards a peer-to-peer platform for high performance computing. In: Proceedings of the 2nd International Conference on Advances in Grid and Pervasive Computing, GPC’07, pp. 412–423, Springer, Berlin (2007)

    Google Scholar 

  32. Luther, A., Buyya, R., Ranjan, R., Venugopal, S.: Alchemi: a .netbased enterprise grid computing system. In: Arabnia, H.R., Joshua, R. (eds.) International Conference on Internet Computing. pp. 269–278, CSREA Press (2005)

    Google Scholar 

  33. Chu, X., Nadiminti, K., Jin, C., Venugopal, S., Buyya, R.: Aneka: next-generation enterprise grid platform for e-science and e-business applications. In: Proceedings of the Third IEEE International Conference on e-Science and Grid Computing, pp. 151–159, IEEE Computer Society, Washington, DC, USA (2007)

    Google Scholar 

  34. Sarmenta, L.F.G., Hirano, S.: Bayanihan: building and studying web-based volunteer computing systems using java. Future Gener. Comput. Syst. 15, 675–686 (1999)

    Article  Google Scholar 

  35. Satoshi, H.: Horb: distributed execution of java programs. In: Masuda, T., Masunaga, Y., Tsukamoto, M. (eds.) World- Wide Computing and Its Applications. Lecture Notes in Computer Science, vol. 1274, pp. 29–42. Springer, Berlin (1997)

    Google Scholar 

  36. Tannenbaum, T., Wright, D., Miller, K., Livny, M.: Condor—a distributed job scheduler. In: Sterling, T. (ed.) Beowulf Cluster Computing with Linux. MIT Press, Cambridge (2001)

    Google Scholar 

  37. Raman, R., Livny, M., Solomon, M.: Matchmaking: distributed resource management for high throughput computing. In: Proceedings of the Seventh International Symposium on High Performance Distributed Computing, pp. 140–146 (1998)

    Google Scholar 

  38. Directed Acyclic Graph Manager Homepage. http://www.cs.wisc.edu/condor/dagman/

  39. Frey, J., Tannenbaum, T., Livny, M., Foster, I., Tuecke, S.: Condor-g: a computation management agent for multi-institutional grids. Cluster Comput. 5, 237–246 (2002)

    Article  Google Scholar 

  40. Chien, A.A., Marlin, S., Elbert, S.T.: Resource management in the entropia system. In: Nabrzyski, J., Schopf, J.M., Weglarz, J. (eds.) Grid resource management, pp. 431–450. Kluwer Academic Publishers, Norwell, MA, USA (2004)

    Google Scholar 

  41. Chien, A.A.: Architecture of a commercial enterprise desktop grid: the entropia system. In: Berman, F., Fox, G., Hey, T. (eds.) Making the Global Infrastructure a Reality, pp. 337–350. Wiley, Chichester, UK (2003)

    Google Scholar 

  42. Vladoiu, M., Constantinescu, Z.: An extended master worker model for a desktop grid computing platform (qadpz). In ICSOFT 2008—Proceedings of the Third International Conference on Software and Data Technologies, pp. 169–174, INSTICC Press (2008)

    Google Scholar 

  43. Fuad, M.M.: An autonomic software architecture for distributed applications. PhD thesis, Bozeman, MT, USA (2007)

    Google Scholar 

  44. Christiansen, B.O., Cappello, P.R., Ionescu, M.F., Neary, M.O., Schauser, K.E., Wu, D.: Javelin: internet-based parallel computing using java. Concurrency Pract. Experience 9(11), 1139–1160 (1997)

    Article  Google Scholar 

  45. Neary, M.O., Christiansen, B.O., Cappello, P., Schauser, K.E.: Javelin: parallel computing on the internet. Future Gener. Comput. Syst. 15, 659–674 (1999)

    Article  Google Scholar 

  46. Neary, M., Phipps, A., Richman, S., Cappello, P.: Javelin 2.0: Javabased parallel computing on the internet. In: Bode, A., Ludwig, T., Karl, W., Wismller, R. (eds.) Euro-Par 2000 Parallel Processing. Lecture Notes in Computer Science, vol. 1900, pp. 1231–1238, Springer, Berlin (2000)

    Google Scholar 

  47. Neary, M.O., Brydon, S.P., Kmiec, P., Rollins, S., Cappello, P.: Javelin++: scalability issues in global computing. In: Proceedings of the ACM 1999 Conference on Java Grande, JAVA ’99, pp. 171–180, ACM, New York, NY, USA (1999)

    Google Scholar 

  48. Baratloo, A., Karaul, M., Kedem, Z.M., Wijckoff, P.: Charlotte: metacomputing on the web. Future Gener. Comput. Syst. 15, 559–570 (1999)

    Article  Google Scholar 

  49. Batheja, J., Parashar, M.: A framework for opportunistic cluster computing using javaspaces. In: Proceedings of the 9th International Conference on High-Performance Computing and Networking, HPCN Europe 2001, pp. 647–656, Springer, London, UK (2001)

    Google Scholar 

  50. Baratloo, A., Karaul, M., Karl, H., Kedem, Z.M.: Knittingfactory: an infrastructure for distributed web applications. Technical Report TR 1997, 748, New York, NY, USA (1997)

    Google Scholar 

  51. Buyya, R., Vazhkudai, S.: Compute power market: towards a market-oriented grid. In: Proceedings of the 1st International Symposium on Cluster Computing and the Grid, CCGRID ’01, pp. 574–, IEEE Computer Society, Washington, DC, USA (2001)

    Google Scholar 

  52. Xiao, L., Zhu, Y., Ni, L.M., Xu, Z.: Gridis: an incentive-based grid scheduling. In: IPDPS, IEEE Computer Society (2005)

    Google Scholar 

  53. Nisan, N., London, S., Regev, O., Camiel, N.: Globally distributed computation over the internet-the popcorn project. In: Proceedings of 18th International Conference on Distributed Computing Systems, 1998, pp. 592–601 (1998)

    Google Scholar 

  54. Waldspurger, C.A., Hogg, T., Huberman, B.A., Kephart, J.O., Stornetta, W.S.: Spawn: a distributed computational economy. IEEE Trans. Softw. Eng. 18, 103–117 (1992)

    Article  Google Scholar 

  55. Eager, D.L., Lazowska, E.D., Zahorjan, J.: A comparison of receiver-initiated and sender-initiated adaptive load sharing. Perform. Eval. 6(1), 53–68 (1986)

    Article  Google Scholar 

  56. Andrade, N., Costa, L., Germoglio, G., Cirne, W.: Peer-to-peer grid computing with the ourgrid community. In: Proceedings of the 23rd Brazilian Symposium on Computer Networks (2005)

    Google Scholar 

  57. Cirne, W., Brasileiro, F., Andrade, N., Costa, L., Andrade, A., Novaes, R., Mowbray, M.: Labs of the World, Unite!!! J. Grid Comput. 4(3), 225–246 (2006)

    Article  MATH  Google Scholar 

  58. Baker, M., Buyya, R., Laforenza, D.: Grids and grid technologies for wide-area distributed computing. Softw. Pract. Exper. 32, 1437–1466 (2002)

    Article  MATH  Google Scholar 

  59. Venugopal, S., Buyya, R., Ramamohanarao, K.: A taxonomy of data grids for distributed data sharing, management, and processing. ACM Comput. Surv. 38 (2006)

    Google Scholar 

  60. Fedak, G., He, H., Lodygensky, O., Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Kelley, I., Taylor, I., Terstyanszky, G., Kiss, T., Cardenas-Montes, M., Emmen, A., Araujo, F.: Edges: a bridge between desktop grids and service grids. In: Proceedings of the the Third ChinaGrid Annual Conference (chinagrid 2008), CHINAGRID ’08, pp. 3–9, IEEE Computer Society, Washington, DC, USA (2008)

    Google Scholar 

  61. Choi, S., Kim, H., Byun, E., Baik, M., Kim, S., Park, C., Hwang, C.: Characterizing and classifying desktop grid. In: Seventh IEEE International Symposium on Cluster Computing and the Grid. CCGRID 2007, pp. 743–748 (2007)

    Google Scholar 

  62. Von Laszewski, G., Blau, E., Bletzinger, M., Gawor, J., Lane, P., Martin, S., Russell, M.: Software, component, and service deployment in computational grids. In: Proceedings of the IFIP/ACM Working Conference on Component Deployment, pp. 244–256, Springer, London, UK (2002)

    Google Scholar 

  63. Grid Packaging Tools Homepage. http://grid.ncsa.illinois.edu/gpt/

  64. Choi, S., Kim, H., Byun, E., Hwang, C.: A taxonomy of desktop grid systems focusing on scheduling. Technical Report KU-CSE-2006-1120-02. Department of Computer Science and Engineering, Korea University, Seong gbuk-gu, Seoul (2006)

    Google Scholar 

  65. Chakravarti, A., Baumgartner, G., Lauria, M.: The organic grid: self-organizing computation on a peer-to-peer network. IEEE Trans. Syst. Man Cybern. Part A Syst. Hum. 35, 373–384 (2005)

    Article  Google Scholar 

  66. Montresor, A., Meling, H., Babaoglu, Z.: Messor: load-balancing through a swarm of autonomous agents. In: Moro, G., Koubarakis, M. (eds.) Agents and Peer-to-Peer Computing. Lecture Notes in Computer Science, vol. 2530, pp. 125–137, Springer, Berlin (2003)

    Google Scholar 

  67. Zhong, L., Wen, D., Ming, Z.W., Peng, Z.: Paradropper: a general- purpose global computing environment built on peer-to-peer overlay network. In: Proceedings of the 23rd International Conference on Distributed Computing Systems, ICDCSW ’03, p. 954, IEEE Computer Society, Washington, DC, USA (2003)

    Google Scholar 

  68. Kim, J.-S., Nam, B., Marsh, M.A., Keleher, P.J., Bhattacharjee, B., Richardson, D., Wellnitz, D., Sussman, A.: Creating a robust desktop grid using peer-to-peer services. In: IPDPS, pp. 1–7, IEEE (2007)

    Google Scholar 

  69. Anglano, C., Canonico, M., Guazzone, M.: The sharegrid peer-to-peer desktop grid: infrastructure, applications, and performance evaluation. J. Grid Comput. 8, 543–570 (2010)

    Article  Google Scholar 

  70. Antoniu, G., Jan, M., Noblet, D.A.: Enabling the p2p jxta platform for high-performance networking grid infrastructures. In: Yang, L.T., Rana, O.F., Di Martino, B., Dongarra, J. (eds.) High Performance Computing and Communications. Lecture Notes in Computer Science, vol. 3726, pp. 429–439. Springer, Berlin (2005)

    Google Scholar 

  71. Ferrante, M.: The jxta way to grid: a dead end? JXTA/Grid survey slide. Available at http://www.disi.unige.it/person/FerranteM/papers/JXTA-survey.pdf (2008)

  72. Waldo, J.: The Jini specifications, 2nd edn. Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA (2000)

    Google Scholar 

  73. Juhasz, Z., Andics, A., Kuntner, K., Pota, S.: Towards a robust and fault-tolerant multicast discovery architecture for global computing grids. In: Proceedings of the 4th DAPSYS Workshop, pp. 74–81, Desprez (2002)

    Google Scholar 

  74. Juhasz, Z., Andics, A., Pota, S.: Jm: a jini framework for global computing. In: 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid, p. 395 (2002)

    Google Scholar 

  75. Huang, Y.: Jisga: a jini-based service-oriented grid architecture. Int. J. High Perform. Comput. Appl. 17, 317–327 (2003)

    Article  Google Scholar 

  76. Hampshire, A., Blair, G.: Jgrid: exploiting jini for the development of grid applications. In: Guelfi, N., Astesiano, E., Reggio, G. (eds.) Scientific Engineering for Distributed Java Applications. Lecture Notes in Computer Science, vol. 2604, pp. 132–142, Springer, Berlin (2003)

    Google Scholar 

  77. Teo, Y.M., Wang X.: Alice: a scalable runtime infrastructure for high performance grid computing. In: Jin, H., Gao, G.R., Xu, Z., Chen, H. (eds.) NPC. Lecture Notes in Computer Science, vol. 3222, pp. 101–109, Springer, Berlin (2004)

    Google Scholar 

  78. Furmento, N., Hau, J., Lee, W., Newhouse, S., Darlington, J.: Implementations of a service-oriented architecture on top of jini, jxta and ogsi. In: Dikaiakos, M.D. (ed.) Grid Computing. Lecture Notes in Computer Science, vol. 3165, pp. 249–261, Springer, Berlin (2004)

    Google Scholar 

  79. Kent, S., Broadbent, P., Warren, N., Gulliver, S.: On-demand hd video using jini based grid. In: 2008 IEEE International Conference on Multimedia and Expo, pp. 1045–1048 (2008)

    Google Scholar 

  80. Hawick, K.A., James, H.A.: A java-based parallel programming support environment. In: Proceedings of the 8th International Conference on High-Performance Computing and Networking, HPCN Europe 2000, pp. 363–372, Springer, London, UK (2000)

    Google Scholar 

  81. de Roure, D., Baker, M., Jennings, N.R., Shadbolt, N.: The evolution of the grid (2003)

    Google Scholar 

  82. Fedak, G.: Recent advances and research challenges in desktop grid and volunteer computing. In: Desprez, F., Getov, V., Priol, T., Yahyapour, R. (eds.) Grids, P2P and Services Computing, pp. 171–185, Springer, US (2010)

    Google Scholar 

  83. Liu, L., Antonopoulos, N.: From client-server to p2p networking. In: Shen, X., Yu, H., Buford, J., Akon, M. (eds.) Handbook of Peer-to-Peer Networking, pp. 71–89, Springer, US (2010)

    Google Scholar 

  84. Schnizler, B.: Resource allocation in the grid: a market engineering approach. Dissertation, Universität Karlsruhe (TH). ISBN: 978-3-86644-165-1 (2007)

    Google Scholar 

  85. Rezmerita, A., Neri, V., Cappello, F.: Toward third generation internet desktop grids. Technical Report RT-0335, INRIA (2007)

    Google Scholar 

  86. Jin, H.: Challenges of grid computing. In: Fan, W., Wu, Z., Yang, J. (eds.) Advances in Web-Age Information Management. Lecture Notes in Computer Science, vol. 3739, pp. 25–31, Springer, Berlin (2005)

    Google Scholar 

  87. Kondo, D., Chien, A.A., Casanova, H.: Resource management for rapid application turnaround on enterprise desktop grids. In: SC, p. 17, IEEE Computer Society (2004)

    Google Scholar 

  88. Abdelkader, K., Broeckhove, J., Vanmechelen, K.: Economic-based resource management for dynamic computational grids: extension to substitutable cpu resources. In: Aboulhamid, E.M., Sevillano, J.L. (eds.) AICCSA, pp. 1–6, IEEE (2009)

    Google Scholar 

  89. Vanmechelen, K.: A performance and feature-driven comparison of jini and jxta frameworks. Master’s thesis, University of Antwerp, Antwerpen, Belgium (2003)

    Google Scholar 

  90. mgr inz. Marcin Cie´slak: Boinc on jxta suggestions for improvements. Technical Report, Poland (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Neelanarayanan Venkataraman .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Venkataraman, N. (2016). A Survey on Desktop Grid Systems-Research Gap. In: Vijayakumar, V., Neelanarayanan, V. (eds) Proceedings of the 3rd International Symposium on Big Data and Cloud Computing Challenges (ISBCC – 16’). Smart Innovation, Systems and Technologies, vol 49. Springer, Cham. https://doi.org/10.1007/978-3-319-30348-2_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-30348-2_16

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-30347-5

  • Online ISBN: 978-3-319-30348-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics