{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T06:13:42Z","timestamp":1777616022692,"version":"3.51.4"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2006,7,1]],"date-time":"2006-07-01T00:00:00Z","timestamp":1151712000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2006,7]]},"DOI":"10.1007\/s10586-006-9741-8","type":"journal-article","created":{"date-parts":[[2006,9,15]],"date-time":"2006-09-15T12:49:31Z","timestamp":1158324571000},"page":"281-296","source":"Crossref","is-referenced-by-count":13,"title":["A flexible multi-dimensional QoS performance measure framework for distributed heterogeneous systems"],"prefix":"10.1007","volume":"9","author":[{"given":"Jong-Kook","family":"Kim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Debra A.","family":"Hensgen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taylor","family":"Kidd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Howard Jay","family":"Siegel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"St. John","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cynthia","family":"Irvine","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"Levin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N. Wayne","family":"Porter","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Viktor K.","family":"Prasanna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard F.","family":"Freund","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"9741_CR1","unstructured":"AICE, Agile Information Control Environment Proposers Information Package, BAA 98\u201326, September 1998, http:\/\/web-ext2.darpa.mil\/iso\/aice\/aicepip.htm"},{"key":"9741_CR2","unstructured":"S. Ali, J.-K. Kim, Y. Yu, S.B. Gundala, S. Gertphol. H.J. Siegel, A. A. Maciejewski, and V. Prasanna, Utilization-based techniques for statically mapping heterogeneous applications onto hiper-d heterogeneous computing system. Parallel and Distributed Computing Practices, accepted to appear in 2004."},{"key":"9741_CR3","doi-asserted-by":"crossref","unstructured":"S. Ali, A.A. Maciejewski, H.J. Siegel, and J.-K. Kim, Measuring the robustness of a resource allocation. IEEE Transactions on Parallel and Distributed Systems, accepted to appear in 2004.","DOI":"10.1109\/TPDS.2004.24"},{"key":"9741_CR4","doi-asserted-by":"crossref","unstructured":"L. Badger, D.F. Stern, D.L. Sherman, K.M. Walker, and S.A. Haghighat, Practical domain and type enforcement for Unix. 1995 IEEE Symposium on Security and Privacy (May 1995) pp. 66\u2013 77.","DOI":"10.1109\/SECPRI.1995.398923"},{"key":"9741_CR5","doi-asserted-by":"crossref","unstructured":"M. Blaze, J. Feigenbaum, and J. Lacy, Decentralized trust management.1996 IEEE Symposium on Security and Privacy (May 1996) pp. 164\u2013173.","DOI":"10.1109\/SECPRI.1996.502679"},{"key":"9741_CR6","doi-asserted-by":"crossref","unstructured":"T.D. Braun, H.J. Siegel, N. Beck, L.L. Boloni, M. Maheswaran, A.I. Reuther, J.P. Robertson, M.D. Theys, and B. Yao, A taxonomy for describing matching and scheduling heuristics for mixed-machine heterogeneous computing systems. IEEE Workshop on Advances in Parallel and Distributed Systems (October 1998) (included in the proceedings of the17th IEEE Symposium on Reliable Distributed Systems (October 1998) pp. 330\u2013335.","DOI":"10.1109\/RELDIS.1998.740518"},{"key":"9741_CR7","doi-asserted-by":"crossref","unstructured":"T.D. Braun, H.J. Siegel, N. Beck, L. Boloni, R.F. Freund, D. Hensgen, M. Maheswaran, A.I. Reuther, J.P. Robertson, M.D. Theys, and Bin Yao, A comparison of eleven static heuristics for mapping a class of independent tasks onto heterogeneous distributed computing systems. Journal of Parallel and Distributed Computing 61(6), (June 2001) pp. 810\u2013837.","DOI":"10.1006\/jpdc.2000.1714"},{"key":"9741_CR8","doi-asserted-by":"crossref","unstructured":"T.D. Braun, H.J. Siegel, and A.A. Maciejewski, Static mapping heuristics for task with dependencies, priorities, deadlines, and multiple versions in heterogeneous environments, in the CD-ROM proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), (April 2002).","DOI":"10.1109\/IPDPS.2002.1015587"},{"key":"9741_CR9","unstructured":"S. Chatterjee, B. Sabata, and J. Sydir, ERDoS QoS Architecture, Technical Report, SRI, Menlo Park, CA, ITAD-1667-TR-98\u2013075 (May 1998)."},{"key":"9741_CR10","unstructured":"M. Condell, C. Lynn, and J. Zao, Security policy specification language, INTERNET-DRAFT, Network Working Group, October 1998, ftp:\/\/ftp.ietf.org\/internet-drafts\/draft-ietf-ipsec-spsl-00.txt"},{"key":"9741_CR11","unstructured":"C. Coutcoubetis, G.D. Stamoulis, C. Manolakis, and F.P. Kelly, An intelligent agent for optimizing QoS-for-money in priced ABR connections. Telecommunications Systems, Special Issue on Network Economics, to appear (preprint at http:\/\/www.statslab.cam.ac.uk\/\u223cfrank\/PAPERS\/iaabr.html )."},{"key":"9741_CR12","unstructured":"DARPA, Battlefield Awareness and Data Dissemination (April 1999) http:\/\/www.darpa.mil\/iso\/badd\/"},{"key":"9741_CR13","volume-title":"Heterogeneous Computing","year":"1996","unstructured":"M.M. Eshaghian (ed.), Heterogeneous Computing (ArTech House, Norwood, MA, 1996)."},{"key":"9741_CR14","volume-title":"Computer Systems Performance Evaluation","author":"D. Ferrari","year":"1978","unstructured":"D. Ferrari, Computer Systems Performance Evaluation (Prentice-Hall, Englewood Cliffs, NJ, 1978)."},{"key":"9741_CR15","volume-title":"The Grid: Blueprint for a New Computing Infrastructure","year":"1999","unstructured":"I. Foster and C. Kesselman (eds.), The Grid: Blueprint for a New Computing Infrastructure (Morgan Kaufmann, San Francisco, CA, 1999)."},{"key":"9741_CR16","doi-asserted-by":"crossref","unstructured":"D.A. Hensgen, T. Kidd, D. St. John, M.C. Schnaidt, H.J. Siegel, T.D. Braun, M. Maheswaran, S. Ali, J. Kim, C. Irvine, T. Levin, R.F. Freund, M. Kussow, M. Godfrey A. Duman, P. Carff, S. Kidd, V. Prasanna, P. Bhat, and A. Alhusaini, An overview of MSHN: The Management System for Heterogeneous Networks. 8th Heterogeneous Computing Workshop(HCW \u201999) (April 1999) pp. 184\u2013 198.","DOI":"10.1109\/HCW.1999.765132"},{"key":"9741_CR17","doi-asserted-by":"crossref","unstructured":"C. Irvine and T. Levin, Toward quality of security service in a resource management system benefit function. 9th IEEE Heterogeneous Computing Workshop (HCW 2000) (May 2000) pp. 133\u2013 139.","DOI":"10.1109\/HCW.2000.843738"},{"key":"9741_CR18","doi-asserted-by":"crossref","unstructured":"C.E. Irvine and T. Levin, Toward a taxonomy and costing method for security services. 15th Annual Computer Security Applications Conference (December 2000) pp 183\u2013188.","DOI":"10.1109\/CSAC.1999.816026"},{"issue":"12","key":"9741_CR19","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/0950-5849(94)90042-6","volume":"36","author":"J.H. Kim","year":"December 1994","unstructured":"J.H. Kim and H.S. Shin, Optimistic priority-based concurrency control protocol for firm real-time database systems. Information & Software Technology 36(12) (December 1994) 707\u2013715.","journal-title":"Information & Software Technology"},{"key":"9741_CR20","unstructured":"J.-K. Kim, S. Shivle, H.J. Siegel, A.A. Maciejewski, T.D. Braun, M. Schneider, S. Tideman, R. Chitta, R.B. Dilmaghani, R. Joshi, A. Kaul, A. Sharma, S. Sripada, P. Vangari, and S.S. Yellampalli, Dynamic mapping in a heterogeneous environment with tasks having priorities and multiple deadlines. 12th Heterogeneous Computing Workshop (in the proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003)) (April 2003)."},{"key":"9741_CR21","unstructured":"J.P. Kresho, Quality Network Load Information Improves Performance of Adaptive Applications, Master\u2019s Thesis, Department of Computer Science, Naval Postgraduate School, Monterey, CA, September 1997 (D.A. Hensgen, advisor) p. 164."},{"key":"9741_CR22","unstructured":"C.G. Lee, Y.K. Kim, S.H. Son, S.L. Min, and C.S. Kim, Efficiently supporting hard\/soft deadline transactions in real-time database systems. 3rd International Workshop on Real-Time Computing Systems and Applications (October\/November 1996) pp. 74\u201380."},{"key":"9741_CR23","unstructured":"C. Lee, J. Lehoczky, R. Rajkumar, and D.P. Siewiorek, On quality of service optimization with discrete QoS options. 5th IEEE Real-Time Technology and Applications Symposium (June 1999) pp. 276\u2013 286."},{"key":"9741_CR24","doi-asserted-by":"crossref","unstructured":"C. Lee, J. Lehoczky, D. Siewiorek, R. Rajkumar, and J. Hansen, A scalable solution to the multi-resource QoS problem. 20th IEEE Real-Time Systems Symposium (December 1999) pp. 315\u2013 326.","DOI":"10.21236\/ADA367891"},{"key":"9741_CR25","doi-asserted-by":"crossref","unstructured":"K.J. Liszka, J.K. Antonio, and H.J. Siegel, Problems with comparing interconnection networks: Is an alligator better than an armadillo? IEEE Concurrency 5(4) (October\/December 1997) PP. 18\u201328.","DOI":"10.1109\/4434.641622"},{"key":"9741_CR26","unstructured":"J.P. Li and M.W. Mutka, Priority based real-time communication for large scale wormhole networks. 8th International Parallel Processing Symposium (April 1994) pp. 433\u2013438."},{"key":"9741_CR27","doi-asserted-by":"crossref","unstructured":"J. Loyall, R. Schantz, J. Sinky, P. Pal, R. Shapiro, C. Rodrigues, M. Atighetchi, D. Karr, J. M. Gossett, and C. D. Gill, Comparing and contrasting adaptive middleware support in wide-area and embedded distributed object applications. 21st International Conference on Distributed Computing Systems (ICDCS 2001) (April 2001) pp. 625\u2013634.","DOI":"10.1109\/ICDSC.2001.918993"},{"key":"9741_CR28","doi-asserted-by":"crossref","unstructured":"M. Maheswaran, S. Ali, H.J. Siegel, D. Hensgen, and R.F. Freund, Dynamic mapping of a class of independent tasks onto heterogeneous computing systems. Journal of Parallel and Distributed Computing. Special Issue on Software Support for Distributed Computing 59(2) (November 1999) 107\u2013 121","DOI":"10.1006\/jpdc.1999.1581"},{"key":"9741_CR29","doi-asserted-by":"crossref","unstructured":"M. Maheswaran, T.D. Braun, and H.J. Siegel, Heterogeneous distributed computing. In Encyclopedia of Electrical and Electronics Engineering J.G. Webster (ed.), (John Wiley, New York, NY, 1999) Vol. 8 679\u2013690.","DOI":"10.1002\/047134608X.W5716"},{"key":"9741_CR30","unstructured":"M. Maheswaran, Quality of service driven resource management algorithms for network computing. 1999 International Conference on Parallel and Distributed Processing Technologies and Applications (PDPTA\u2019 99) (June\/July 1999) pp. 1090\u20131096."},{"key":"9741_CR31","doi-asserted-by":"crossref","unstructured":"D.C. Marinescu, A protocol for multiple access communication with real-time delivery constraints. IEEE INFOCOM \u201990 (June 1990) pp. 1119\u20131126.","DOI":"10.1109\/INFCOM.1990.91365"},{"key":"9741_CR32","unstructured":"P. Marbach, Pricing priority classes in a differentiated services network. 37th Annual Allerton Conference on Communication, Control, and Computing (September 1999), proceedings to appear."},{"key":"9741_CR33","unstructured":"N.W. Porter, Resources Required for Adaptive C4I Models in a Heterogeneous Computing Environment, Master\u2019s Thesis, Dept. of CS, Naval Postgraduate School, Monterey, CA, June 1999 (D.A. Hensgen, advisor) p. 181."},{"key":"9741_CR34","doi-asserted-by":"crossref","unstructured":"R. Rajkumar, C. Lee, J.P. Lehoczky, and D.P. Siewiorek, A resource allocation model for QoS management. IEEE Symposium on Real-Time Systems (December 1997) pp. 289\u2013307.","DOI":"10.1109\/REAL.1997.641291"},{"key":"9741_CR35","unstructured":"A.J. Rockmore, BADD Functional Description. Internal DARPA Memo, February 1996."},{"key":"9741_CR36","unstructured":"T. Ryutov and C. Neuman, Access control framework for distributed applications, INTERNET-DRAFT, CAT Working Group, November 1998, ftp:\/\/ftp.ietf.org\/internet-drafts\/draft-ietf-cat-acc-cntrl-frmw-01.txt"},{"key":"9741_CR37","doi-asserted-by":"crossref","unstructured":"B. Sabata, S. Chatterjee, M. Davis, J. Sydir, and T. Lawrence, Taxonomy for QoS specifications, 3rd International Workshop on Object-Oriented Real-Time Dependable Systems(WORDS \u201997) (February 1997) pp. 100\u2013107.","DOI":"10.1109\/WORDS.1997.609931"},{"key":"9741_CR38","doi-asserted-by":"crossref","unstructured":"P.A. Schneck and K. Schwan, Dynamic authentication for high-performance networked applications, 6th International Workshop on Quality of Service (IWQoS \u201998) (May 1998) pp. 127\u2013 136.","DOI":"10.1109\/IWQOS.1998.675229"},{"key":"9741_CR39","doi-asserted-by":"crossref","unstructured":"B. Shirazi, L. Welch, B. Ravindran, C. Cavanaugh, B. Yanamula, R. Brucks, and E. Huh, DynBench: A dynamic benchmark suite for distributed real-time systems, inParallel and Distributed Processing: 11thIPPS\/SPDP \u201899, J. Rolim et al. (eds.) (Springer, Berlin, April 1999) pp. 1335\u20131349.","DOI":"10.1007\/BFb0098013"},{"key":"9741_CR40","doi-asserted-by":"crossref","unstructured":"L.J. Siegel, H.J. Siegel, and P.H. Swain, Performance measures for evaluating algorithms for SIMD machines. IEEE Transactions on Software Engineering SE-8(4) (July 1982) 319\u2013 331.","DOI":"10.1109\/TSE.1982.235426"},{"key":"9741_CR41","doi-asserted-by":"crossref","unstructured":"J.A. Stankovic, M. Supri, K. Ramamritham, and G.C. Buttazzo, Terminology and assumptions. In Deadline Scheduling for Real-Time Systems (Kluwer Academic Publishers, Norwell MA, 1998) pp. 13\u201322.","DOI":"10.1007\/978-1-4615-5535-3_2"},{"issue":"9","key":"9741_CR42","doi-asserted-by":"crossref","first-page":"969","DOI":"10.1109\/71.879779","volume":"11","author":"M.D. Theys","year":"September 2000","unstructured":"M.D. Theys, M. Tan, N.B. Beck, H.J. Siegel, and M. Jurczyk, A mathematical model and scheduling heuristics for satisfying prioritized data requests in an oversubscribed communication network. IEEE Transactions on Parallel and Distributed Systems 11(9) (September 2000) 969\u2013988.","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"key":"9741_CR43","unstructured":"C. Wang and W. A. Wulf, A framework for security measurement, The National Information Systems Security Conference (October 1997) pp. 522\u2013533."},{"key":"9741_CR44","doi-asserted-by":"crossref","unstructured":"W.E. Walsh, M.P. Wellman, P.R. Wurman, and J.K. Mackie-Mason, Some economics of market-based distributed scheduling. 18th International Conference on Distributed Computer Systems (May 1998) pp. 612\u2013621.","DOI":"10.1109\/ICDCS.1998.679848"},{"issue":"2","key":"9741_CR45","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1023\/A:1011408729750","volume":"4","author":"D. Xu","year":"April 2001","unstructured":"D. Xu, K. Nahrstedt, and D. Wichadakul, QoS and contention-aware multi-resource reservation. Cluster Computing 4(2) (April 2001) 95\u2013107.","journal-title":"Cluster Computing"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-006-9741-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-006-9741-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-006-9741-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T21:37:01Z","timestamp":1736545021000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-006-9741-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,7]]},"references-count":45,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2006,7]]}},"alternative-id":["9741"],"URL":"https:\/\/doi.org\/10.1007\/s10586-006-9741-8","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,7]]}}}