메뉴 건너뛰기




Volumn 10, Issue 2, 2012, Pages 311-323

Multi-criteria job scheduling in grid using an Accelerated Genetic Algorithm

Author keywords

Genetic algorithm; Job scheduling; Multi criteria; Performance; Security

Indexed keywords

COMPUTATION POWER; COMPUTATIONAL GRIDS; FAULT-TOLERANT; JOB COMPLETION; JOB SCHEDULING; JOB SCHEDULING PROBLEM; LARGE-SCALE PROBLEM; MULTI-CRITERIA; MULTI-CRITERIA APPROACH; PERFORMANCE; SCHEDULING SCHEMES; SEARCH SPACES; SECURITY; SECURITY PROBLEMS; SECURITY RISKS;

EID: 84860881019     PISSN: 15707873     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10723-012-9210-y     Document Type: Article
Times cited : (35)

References (46)
  • 2
    • 70449725026 scopus 로고    scopus 로고
    • Enabling scientific collaboration on the Grid
    • Brooke, J.M., Parkin, M.S.: Enabling scientific collaboration on the Grid. Future Gener. Comput. Syst. 26, 521-530 (2010)
    • (2010) Future Gener. Comput. Syst , vol.26 , pp. 521-530
    • Brooke, J.M.1    Parkin, M.S.2
  • 4
    • 0036645437 scopus 로고    scopus 로고
    • Weaving computational Grids: How analogous are they with electrical Grids?
    • Chetty, M., Buyya, R.: Weaving computational Grids: How analogous are they with electrical Grids?. J. Comput. Sci. Eng. (CiSE) 4, 61-71 (2001)
    • (2001) J. Comput. Sci. Eng. (CiSE) , vol.4 , pp. 61-71
    • Chetty, M.1    Buyya, R.2
  • 7
    • 0023963251 scopus 로고
    • A taxonomy of scheduling in general purpose distributed computing system
    • Casavant, T.L., Kuhl, J.G.: A taxonomy of scheduling in general purpose distributed computing system. IEEE Trans. Softw. Eng. 14, 141-154 (1988)
    • (1988) IEEE Trans. Softw. Eng , vol.14 , pp. 141-154
    • Casavant, T.L.1    Kuhl, J.G.2
  • 9
    • 10644221057 scopus 로고    scopus 로고
    • Heuristic scheduling for bag-of-tasks applications in combination with qos in the computational grid
    • Weng, C., Lu, X.: Heuristic scheduling for bag-of-tasks applications in combination with qos in the computational grid. Future Gener. Comput. Syst. 21, 271-280 (2005)
    • (2005) Future Gener. Comput. Syst , vol.21 , pp. 271-280
    • Weng, C.1    Lu, X.2
  • 10
    • 55949121451 scopus 로고    scopus 로고
    • An efficient adaptive scheduling policy for high performance computing
    • Abawajy, J.:An efficient adaptive scheduling policy for high performance computing. Future Gener. Comput. Syst. 25, 364-370 (2009)
    • (2009) Future Gener. Comput. Syst , vol.25 , pp. 364-370
    • Abawajy, J.1
  • 11
    • 28044460017 scopus 로고    scopus 로고
    • The impact of data replication on job scheduling performance in the data grid
    • Tang, M., Lee, B.-S., Tang, X., Yeo, C.-K.: The impact of data replication on job scheduling performance in the data grid. Future Gener. Comput. Syst. 22, 840-852 (2006)
    • (2006) Future Gener. Comput. Syst , vol.22 , pp. 840-852
    • Tang, M.1    Lee, B.-S.2    Tang, X.3    Yeo, C.-K.4
  • 12
  • 15
    • 77951201292 scopus 로고    scopus 로고
    • A weighted mean time Min-Min Max-Min selective scheduling strategy for independent tasks on Grid
    • Chauhan, S.S., Joshi, R.C.: A weighted mean time Min-Min Max-Min selective scheduling strategy for independent tasks on Grid. In: IEEE 2nd Int. Advance Computing Conference (IACC), pp. 4-9 (2010)
    • (2010) IEEE 2nd Int. Advance Computing Conference (IACC) , pp. 4-9
    • Chauhan, S.S.1    Joshi, R.C.2
  • 18
    • 78049354477 scopus 로고    scopus 로고
    • Performance and energy aware cluster-level scheduling of compute intensive jobs with unknown service times
    • Zikos, S., Karatza, H.: Performance and energy aware cluster-level scheduling of compute intensive jobs with unknown service times. Simulation Modelling Practice and Theory 19, 239-250 (2011)
    • (2011) Simulation Modelling Practice and Theory , vol.19 , pp. 239-250
    • Zikos, S.1    Karatza, H.2
  • 19
    • 77955306507 scopus 로고    scopus 로고
    • The impact of service demand variability on resource allocation strategies in a grid system
    • Zikos, S., Karatza, H.: The impact of service demand variability on resource allocation strategies in a grid system. ACM Trans. Model. Comput. Simul. (TOMACS) 20, 1-29 (2010)
    • (2010) ACM Trans. Model. Comput. Simul. (TOMACS) , vol.20 , pp. 1-29
    • Zikos, S.1    Karatza, H.2
  • 20
    • 77954042689 scopus 로고    scopus 로고
    • A Clairvoyant site allocation of jobs with highly variable service demands in a computational grid
    • Modeling, Evaluation, andOptimization of Ubiquitous Computing and Networked Syst. (PMEO-UCNS'10), in conjunction with IPDPS 2010, (sponsored by IEEE Computer Society and ACM SIGARCH)
    • Zikos, S., Karatza, H.: A Clairvoyant site allocation of jobs with highly variable service demands in a computational grid. In: Proc. of the 9th Int. Workshop on Perform. Modeling, Evaluation, andOptimization of Ubiquitous Computing and Networked Syst. (PMEO-UCNS'10), in conjunction with IPDPS 2010, (sponsored by IEEE Computer Society and ACM SIGARCH) (2010)
    • (2010) Proc. of the 9th Int. Workshop on Perform
    • Zikos, S.1    Karatza, H.2
  • 21
    • 84855670591 scopus 로고    scopus 로고
    • Evaluation of gang scheduling performance and cost in a cloud computing system
    • doi:10.1007/s11227-010-0481-4
    • Moschakis, I.A., Karatza, H.D.: Evaluation of gang scheduling performance and cost in a cloud computing system. J. Supercomput. (2010). doi:10.1007/s11227-010-0481-4
    • (2010) J. Supercomput
    • Moschakis, I.A.1    Karatza, H.D.2
  • 22
    • 70349775513 scopus 로고    scopus 로고
    • An integrated security-aware job scheduling strategy for large-scale computational grids
    • doi:10.1016/j.future.2009.08.004
    • Wu, C.-C., Sun, R.-Y.: An integrated security-aware job scheduling strategy for large-scale computational grids. Future Gener. Comput. Syst. 26 (2010) doi:10.1016/j.future.2009.08.004
    • (2010) Future Gener. Comput. Syst , vol.26
    • Wu, C.-C.1    Sun, R.-Y.2
  • 27
    • 33744823074 scopus 로고    scopus 로고
    • Trusted job scheduling in open computational grids: Security-driven heuristics and a fast genetic algorithm
    • (IPDPS '05)
    • Song, S., Kwok, Y.K., Hwang, K.: Trusted job scheduling in open computational grids: security-driven heuristics and a fast genetic algorithm. In: Proc. IEEE Intl Parallel and Distributed Processing Symp. (IPDPS '05). 1 (2005)
    • (2005) Proc. IEEE Intl Parallel and Distributed Processing Symp , vol.1
    • Song, S.1    Kwok, Y.K.2    Hwang, K.3
  • 28
    • 33646486528 scopus 로고    scopus 로고
    • Risk-resilient heuristics and genetic algorithms for security-assured grid scheduling
    • Song, S., Hwang, K., Kwok, Y.K.: Risk-resilient heuristics and genetic algorithms for security-assured grid scheduling. IEEE Trans. Comput. 55, 703-719 (2006)
    • (2006) IEEE Trans. Comput , vol.55 , pp. 703-719
    • Song, S.1    Hwang, K.2    Kwok, Y.K.3
  • 31
    • 0035438855 scopus 로고    scopus 로고
    • Observations on using genetic algorithms for dynamic load-balancing
    • Zomaya, A.Y., The, Y.-H.: Observations on using genetic algorithms for dynamic load-balancing. IEEE Trans. Parallel Distrib. Syst. 12, 899-911 (2001)
    • (2001) IEEE Trans. Parallel Distrib. Syst , vol.12 , pp. 899-911
    • Zomaya, A.Y.1    The, Y.-H.2
  • 34
    • 0002773716 scopus 로고
    • Incorporating problem specific knowledge in genetic algorithms
    • In: Davis, L. (ed.), Morgan Kaufmann, Los Altos, CA
    • Grefenstette, J.J.: Incorporating problem specific knowledge in genetic algorithms. In: Davis, L. (ed.) Genetic Algorithms and Simulated Annealing, pp. 42-60 Morgan Kaufmann, Los Altos, CA (1987)
    • (1987) Genetic Algorithms and Simulated Annealing , pp. 42-60
    • Grefenstette, J.J.1
  • 35
    • 78449253531 scopus 로고    scopus 로고
    • Comparison of multi-criteria scheduling techniques
    • Workshop 2008. Integrated Research in Grid Computing. Heraklion-Crete
    • Klusacek, D., Rudova, H., Baraglia, R., Pasquali, M., Capannini, G.: Comparison of multi-criteria scheduling techniques. In: CoreGRID Integr. Workshop 2008. Integrated Research in Grid Computing. Heraklion-Crete (2008)
    • (2008) CoreGRID Integr
    • Klusacek, D.1    Rudova, H.2    Baraglia, R.3    Pasquali, M.4    Capannini, G.5
  • 36
    • 51849108693 scopus 로고    scopus 로고
    • A multicriteria approach to two-level hierarchy scheduling in grids
    • Kurowski, K., Nabrzyski, J., Oleksiak, A., Weglarz, J.: A multicriteria approach to two-level hierarchy scheduling in grids. J. Sched. 11(5):371-379 (2008)
    • (2008) J. Sched , vol.11 , Issue.5 , pp. 371-379
    • Kurowski, K.1    Nabrzyski, J.2    Oleksiak, A.3    Weglarz, J.4
  • 37
    • 13544266187 scopus 로고    scopus 로고
    • Multicriteria scheduling
    • Hoogeveen, H.: Multicriteria scheduling. Eur. J. Oper. Res. 167:592-623 (2005)
    • (2005) Eur. J. Oper. Res , vol.167 , pp. 592-623
    • Hoogeveen, H.1
  • 39
    • 0032266070 scopus 로고    scopus 로고
    • Multi-criteria scheduling optimization using fuzzy logic
    • Klein, Y., Langholz, G.: Multi-criteria scheduling optimization using fuzzy logic. IEEE Int. Conf. Syst. Man Cybern. 1, 445-450 (1998)
    • (1998) IEEE Int. Conf. Syst. Man Cybern , vol.1 , pp. 445-450
    • Klein, Y.1    Langholz, G.2
  • 41
    • 84860884873 scopus 로고    scopus 로고
    • A New grid scheduler with failure recovery and reschedulingmechanisms: Discussion and analysis
    • doi:10.1007/s10723-011-9200
    • Saleh, A.I., Sarhan, A.M., Hamed, A.M.: A New grid scheduler with failure recovery and reschedulingmechanisms: discussion and analysis. Journal of Grid Computing doi:10.1007/s10723-011-9200
    • Journal of Grid Computing
    • Saleh, A.I.1    Sarhan, A.M.2    Hamed, A.M.3
  • 43
    • 33244454775 scopus 로고    scopus 로고
    • A taxonomy of workflow management systems for Grid computing
    • Yu, J., Buyya, R.: A taxonomy of workflow management systems for Grid computing. Journal of Grid Computing 3, 171-200 (2005)
    • (2005) Journal of Grid Computing , vol.3 , pp. 171-200
    • Yu, J.1    Buyya, R.2
  • 44
    • 77949656607 scopus 로고    scopus 로고
    • Grid resource availability prediction-based scheduling and task replication
    • Rood, B., Lewis, M.: Grid resource availability prediction-based scheduling and task replication. Journal of Grid Computing 7, 479-500 (2009)
    • (2009) Journal of Grid Computing , vol.7 , pp. 479-500
    • Rood, B.1    Lewis, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.