Performance metrics and ontologies for Grid workflows

Future Generation Computer Systems

Volumn 23, Issue 6, 2007, Pages 760-772

  Truong, Hong Linh ^a   Dustdar, Schahram ^b   Fahringer, Thomas ^a  

^a UNIVERSITY OF INNSBRUCK   (Austria)

^b VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Grid computing; Grid workflows; Performance metrics and ontology; Performance monitoring and analysis

Indexed keywords

ABSTRACTING; DATA FLOW ANALYSIS; MIDDLEWARE; ONTOLOGY; TELECOMMUNICATION SERVICES;

GRID WORKFLOWS; PERFORMANCE METRICS; PERFORMANCE MONITORING;

GRID COMPUTING;

EID: 34247577545     PISSN: 0167739X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.future.2007.01.003     Document Type: Article

References (55)

1. Yu J., and Buyya R. A taxonomy of workflow management systems for Grid computing. Journal of Grid Computing 3 3-4 (2005) 171-200 10.1007/s10723-005-9010-8
2. Deelman E., Plante R., Kesselman C., Singh G., Su M.-H., Greene G., Hanisch R., Gaffney N., Volpicelli A., Annis J., Sekhri V., Budavari T., Nieto-Santisteban M.A., O'Mullane W., Bohlender D., McGlynn T., Rots A.H., and Pevunova O. Grid-based galaxy morphology analysis for the national virtual observatory. SC (2003), ACM 47
3. Plale B., Gannon D., Brotzge J., Droegemeier K., Kurose J.F., McLaughlin D., Wilhelmson R., Graves S., Ramamurthy M., Clark R.D., Yalda S., Reed D.A., Joseph E., and Chandrasekar V. Casa and lead: Adaptive cyberinfrastructure for real-time multiscale weather forecasting. IEEE Computer 39 11 (2006) 56-64
4. Sloot P.M.A., Tirado-Ramos A., Altintas I., Bubak M., and Boucher C.A. From molecule to man: Decision support in individualized e-health. IEEE Computer 39 11 (2006) 40-46
5. Interview Tom Gruber. AIS SIGSEMIS Bulletin 1 3 (2004). http://www.sigsemis.org/bulletins/sigsemis1(34).pdf
6. Truong H.L., Fahringer T., Nerieri F., and Dustdar S. Performance metrics and ontology for describing performance data of Grid workflows. CCGRID (2005), IEEE Computer Society 301-308
7. Foster I., and Kesselman C. The Grid 2: Blueprint for a New Computing Infrastructure (2003), Morgan Kaufmann, San Francisco, CA, USA
8. OASIS Web Services Resource Framework (WSRF) TC. http://www.oasis-open.org/committees/tc_home.php?wg_abbrev=wsrf
9. W3C: Web Services Architecture. http://www.w3.org/tr/ws-arch/
10. Aalst W.M.P.V.D., Hofstede A.H.M.T., Kiepuszewski B., and Barros A.P. Workflow patterns. Distributed and Parallel Databases 14 1 (2003) 5-51
11. Workflow Patterns. http://is.tm.tue.nl/research/patterns/patterns.htm
12. Worldflow management coalition: Terminology and glossary, Technical Report wfmc-tc-1011, Feb 1999
13. Business Process Execution Language for Web Services. http://www-128.ibm.com/developerworks/library/specification/ws-bpel/
14. Byun E.-K., Jang J.-W., Jung W., and Kim J.-S. A dynamic Grid services deployment mechanism for on-demand resource provisioning. CCGRID '05: Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 (2005), IEEE Computer Society, Washington, DC, USA 863-870
15. Fahringer T., Qin J., and Hainzer S. Specification of Grid workflow applications with AGWL: An abstract Grid workflow language. Proceedings of IEEE International Symposium on Cluster Computing and the Grid 2005. CCGrid 2005 (2005), IEEE Computer Society Press, Cardiff, UK
16. Alt M., Hoheisel A., Pohl H.W., and Gorlatch S. A Grid workflow language using high-level Petri nets. In: Wyrzykowski R., Dongarra J., Meyer N., and Wasniewski J. (Eds). PPAM. Lecture Notes in Computer Science vol. 3911 (2005), Springer 715-722
17. XScufl Language Reference. http://www.ebi.ac.uk/~tmo/mygrid/XScuflSpecification.html
18. van der Aalst W., Weijters T., and Maruster L. Workflow mining: Discovering process models from event logs. IEEE Transactions on Knowledge and Data Engineering 16 9 (2004) 1128-1142
19. Herbst J., and Karagiannis D. Workflow mining with inwolve. Computers in Industry 53 3 (2004) 245-264
20. W. Gaaloul, S. Bhiri, C. Godart, Discovering workflow transactional behavior from event-based log, in: CoopIS/DOA/ODBASE (1) 2004, pp. 3-18
21. S. Dustdar, T. Hoffmann, W. van der Aalst, Mining of ad-hoc business processes with TeamLog, Data and Knowledge Engineering
22. I. Foster, et al., The Open Grid Services Architecture, Version 1.0, Global Grid Forum, January 2005
23. Redbooks I. Introduction to Grid Computing with Globus (2003), IBM
24. Joseph J., Ernest M., and Fellenstein C. Evolution of Grid computing architecture and Grid adoption models. IBM Systems Journal 43 4 (2004) 624-645
25. The Three Types of Grids. http://nz.sun.com/2002-0708/grid/types.html
26. Sowa J.F. Knowledge Representation: Logical, Philosophical, and Computational Foundations (2000), Brooks/Cole, Pacific Grove, CA
27. Tikir M.M., and Hollingsworth J.K. Using hardware counters to automatically improve memory performance. SC '04: Proceedings of the 2004 ACM/IEEE Conference on Supercomputing (2004), IEEE Computer Society, Washington, DC, USA 46
28. S. Browne, J. Dongarra, N. Garner, K.S. London, P. Mucci, A scalable cross-platform infrastructure for application performance tuning using hardware counters, in: SC, 2000
29. Mathur W., and Cook J. Improved estimation for software multiplexing of performance counters. MASCOTS (2005), IEEE Computer Society 23-34
30. Truong H.-L., and Fahringer T. SCALEA: A performance analysis tool for parallel programs. Concurrency and Computation: Practice and Experience 15 11-12 (2003) 1001-1025
31. Bull J. A hierarchical classification of overheads in parallel programs. In: Jelly P.C.I., and Gorton I. (Eds). Proceedings of Firs IFIP TC10 International Workshop on Software Engineering for Parallel and Distributed Systems (1996), Chapman and Hall 208-219
32. Truong H.-L., Fahringer T., and Dustdar S. Dynamic instrumentation, performance monitoring and analysis of Grid scientific workflows. Journal of Grid Computing 3 1-2 (2005) 1-18
33. B. Balis, H.-L. Truong, M. Bubak, T. Fahringer, K. Guzy, K. Rozkwitalski, An instrumentation infrastructure for Grid workflow applications, in: OTM Conferences (2) (R. Meersman, Z. Tari (Eds.), On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and ODBASE, OTM Confederated International Conferences, CoopIS, DOA, GADA, and ODBASE 2006, October 29-November 3, 2006, Montpellier, France. Proceedings, Part II), in: Lecture Notes in Computer Science, vol. 4276, Springer, 2006, pp. 1305-1314
34. OWL Web Ontology Language Reference. http://www.w3.org/tr/owl-ref/
35. Protege. http://protege.stanford.edu/
36. C. Seragiotto, H.-L. Truong, T. Fahringer, B. Mohr, M. Gerndt, T. Li, Standardized intermediate representation for Fortran, Java, C and C++ Programs, Tech. Rep., Institute for Software Science, University of Vienna, October 2004
37. Brunner P., Truong H.L., and Fahringer T. Performance monitoring and visualization of Grid scientific workflows in ASKALON. In: Gerndt M., and Kranzlmüller D. (Eds). HPCC. Lecture Notes in Computer Science vol. 4208 (2006), Springer 170-179
38. Truong H.-L., Brunner P., Fahringer T., Nerieri F., Samborski R., Balis B., Bubak M., and Rozkwitalski K. K-WfGrid distributed monitoring and performance analysis services for workflows in the Grid. 2nd IEEE International Conference on e-Science and Grid Computing (2006), IEEE Computer Society, Amsterdam, The Netherlands
39. Fahringer T., Prodan R., Duan R., Nerieri F., Podlipnig S., Qin J., Siddiqui M., Truong H.-L., Villazon A., and Wieczorek M. ASKALON: A grid application development and computing environment. 6th International Workshop on Grid Computing. Grid 2005 (2005), IEEE Computer Society Press, Seattle, WA, USA
40. K-WF Grid Project. http://www.kwfgrid.net
41. RDQL: RDF Data Query Language. http://www.hpl.hp.com/semweb/rdql.htm
42. Leff A., Rayfield J.T., and Dias D.M. Service-level agreements and commercial Grids. IEEE Internet Computing 07 4 (2003) 44-50
43. Fung C.K., Hung P.C.K., Linger R.C., and Walton G.H. Extending business process execution language for web services with service level agreements expressed in computational quality attributes. HICSS '05: Proceedings of the 38th Annual Hawaii International Conference on System Sciences, HICSS'05 - Track 7 (2005), IEEE Computer Society, Washington, DC, USA 166.1
44. Kim K.-H., and Ellis C.A. Performance analytic models and analyses for workflow architectures. Information Systems Frontiers 3 3 (2001) 339-355
45. Cardoso J., Sheth A.P., and Miller J.A. Workflow quality of service. In: Kosanke K., Jochem R., Nell J.G., and Bas A.O. (Eds). ICEIMT. IFIP Conference Proceedings vol. 236 (2002), Kluwer 303-311
46. jie Jin L., Casati F., Sayal M., and Shan M.-C. Load balancing in distributed workflow management system. Proceedings of the 2001 ACM Symposium on Applied Computing (2001), ACM Press 522-530
47. Jaeger M.C., Rojec-Goldmann G., and Mühl G. QoS aggregation for service composition using workflow patterns. Proceedings of the 8th International Enterprise Distributed Object Computing Conference. EDOC 2004 (2004), IEEE CS Press, Monterey, California, USA 149-159
48. F. Rosenberg, C. Platzer, S. Dustdar, Bootstrapping performance and dependability attributes of web services, in: ICWS (2006 IEEE International Conference on Web Services (ICWS 2006), 18-22 September 2006, Chicago, Illinois, USA), IEEE Computer Society, 2006, pp. 205-212
49. T. Fahringer, M. Gerndt, B. Mohr, F. Wolf, G. Riley, J. Träff, Knowledge specification for automatic performance analysis, Tech. Rep., APART Working Group, August 2001
50. D.A. Menasce, E. Casalicchio, Quality of service aspects and metrics in Grid computing, in: Proc. 2004 Computer Measurement Group Conference, 2004
51. Savarimuthu B.T.R., Purvis M., and Fleurke M. Monitoring and controlling of a multi-agent based workflow system. Proceedings of the Second Workshop on Australasian Information Security, Data Mining and Web Intelligence, and Software Internationalisation (2004), Australian Computer Society, Inc. 127-132
52. Abate A.F., Esposito A., Grieco N., and Nota G. Workflow performance evaluation through wpql. Proceedings of the 14th International Conference on Software Engineering and Knowledge Engineering (2002), ACM Press 489-495
53. Tosic V., Esfandiari B., Pagurek B., and Patel K. On requirements for ontologies in management of web services. Revised Papers from the International Workshop on Web Services, E-Business, and the Semantic Web (2002), Springer-Verlag 237-247
54. Dobson G., Lock R., and Sommerville I. Qosont: A qos ontology for service-centric systems. EUROMICRO-SEAA (2005), IEEE Computer Society 80-87
55. Kryza B., Slota R., Majewska M., Pieczykolan J., and Kitowski J. Grid organizational memory: Provision of a high-level Grid abstraction layer supported by ontology alignment. Future Generation Computer Systems 23 3 (2007) 348-358