Abstract
We study the nonpreemptive online scheduling of jobs with deadlines and weights. The goal of the scheduling algorithm is to maximize the total weight of jobs completed by their deadlines. As a special case, the weights may be given as the processing times of jobs, where the job instance is said to have uniform value density.
Most previous work of nonpreemptively scheduling jobs online concentrates on a single machine and uniform value density. For the single machine, Goldwasser [6] shows a matching upper bound and lower bound of \((2 + \frac{1}{\kappa})\) on the best competitive ratio, where every job can be delayed for at least κ times its processing time before meeting its deadline. This paper is concerned with multiple machines. We provide a \((7 + 3\sqrt{\frac{1}{\kappa}})\)-competitive algorithm defined on multiple machines. Also we consider arbitrary value density, where jobs have arbitrary weights. We derive online scheduling algorithms on a single machine as well as on multiple machines.
This work was supported by the Korea Research Foundation Grant funded by the Korean Government(KRF-2005-003-D00277).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Baruah, S., Koren, G., Mao, D., Mishra, B., Raghunathan, A., Rosier, L., Shasha, D., Wand, F.: On the competitiveness of on-line task real-time task scheduling. Journal of Real-Time Systems 4(2), 124–144 (1992)
Baruah, S., Koren, G., Mishra, B., Raghunathan, A., Rosier, L., Shasha, D.: On-line scheduling in the presence of overload. In: Proc. of the 32nd Annual Symposium on Foundation of Computer Science, pp. 100–110 (1991)
DasGupta, B., Palis, M.A.: Online real-time preemptive scheduling of jobs with deadlines on multiple machines. Journal of Scheduling 4, 297–312 (2001)
Garay, J.A., Naor, J., Yener, B., Zhao, P.: On-line admission control and packet scheduling with interleaving. In: Proc. of the 21st IEEE INFOCOM (2002)
Goldman, S., Parwatikar, J., Suri, S.: On-line scheduling with hard deadlines. In: Rau-Chaplin, A., Dehne, F., Sack, J.-R., Tamassia, R. (eds.) WADS 1997. LNCS, vol. 1272, pp. 258–271. Springer, Heidelberg (1997)
Goldwasser, M.H.: Patience is a virtue: The effect of slack on competitiveness for admission control. Journal of Scheduling 6, 183–211 (2003)
Kim, J.-H., Chwa, K.-Y.: On-line deadline scheduling on multiple resources. In: Wang, J. (ed.) COCOON 2001. LNCS, vol. 2108, pp. 443–452. Springer, Heidelberg (2001)
Koo, C.Y., Lam, T.W., Ngan, T.W., To, K.K.: Extra processors versus future information in optimal deadline scheduling. In: Proc. of the 14th ACM Annual Symposium on Parallel Algorithms and Architectures, pp. 755–764 (2002)
Koren, G., Shasha, D.: Moca: A multiprocessor on-line competitive algorithm for real-time system scheduling. Theoretical Computer Science 128(1), 75–97 (1994)
Koren, G., Shasha, D.: Dover: An optimal on-line scheduling algorithm for overloaded real-time systems. SIAM Journal of Computing 24(2), 318–339 (1995)
Lee, J.-H.: On-line deadline scheduling: multiple machines and randomization. In: Proc. of the 15th Annual ACM Symposium on Parallel Algorithms, pp. 19–23 (2003)
Lipton, R., Tomkins, A.: Online interval scheduling. In: Proc. of the Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 302–311 (1994)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kim, JH. (2006). Maximizing the Throughput of Multiple Machines On-Line. In: Cheng, SW., Poon, C.K. (eds) Algorithmic Aspects in Information and Management. AAIM 2006. Lecture Notes in Computer Science, vol 4041. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11775096_6
Download citation
DOI: https://doi.org/10.1007/11775096_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-35157-3
Online ISBN: 978-3-540-35158-0
eBook Packages: Computer ScienceComputer Science (R0)