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2018 | OriginalPaper | Chapter

Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing

Authors : Sören Henning, Klaus Jansen, Malin Rau, Lars Schmarje

Published in: Computer Science – Theory and Applications

Publisher: Springer International Publishing

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Abstract

We study Parallel Task Scheduling \(Pm|size_j|C_{\max }\) with a constant number of machines. This problem is known to be strongly NP-complete for each \(m \ge 5\), while it is solvable in pseudo-polynomial time for each \(m \le 3\). We give a positive answer to the long-standing open question whether this problem is strongly NP-complete for \(m=4\). As a second result, we improve the lower bound of \(\frac{12}{11}\) for approximating pseudo-polynomial Strip Packing to \(\frac{5}{4}\). Since the best known approximation algorithm for this problem has a ratio of \(\frac{4}{3} + \varepsilon \), this result narrows the gap between approximation ratio and inapproximability result by a significant step. Both results are proven by a reduction from the strongly NP-complete problem 3-Partition.

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Literature
2.
go back to reference Bansal, N., Correa, J.R., Kenyon, C., Sviridenko, M.: Bin packing in multiple dimensions: inapproximability results and approximation schemes. Math. Oper. Res. 31(1), 31–49 (2006)MathSciNetCrossRefMATH Bansal, N., Correa, J.R., Kenyon, C., Sviridenko, M.: Bin packing in multiple dimensions: inapproximability results and approximation schemes. Math. Oper. Res. 31(1), 31–49 (2006)MathSciNetCrossRefMATH
3.
go back to reference Adamaszek, A., Kociumaka, T., Pilipczuk, M., Pilipczuk, M.: Hardness of approximation for strip packing. TOCT 9(3), 14:1–14:7 (2017)MathSciNetCrossRef Adamaszek, A., Kociumaka, T., Pilipczuk, M., Pilipczuk, M.: Hardness of approximation for strip packing. TOCT 9(3), 14:1–14:7 (2017)MathSciNetCrossRef
4.
go back to reference Jansen, K., Rau, M.: Closing the gap for pseudo-polynomial strip packing. CoRR abs/1705.04587 (2017) Jansen, K., Rau, M.: Closing the gap for pseudo-polynomial strip packing. CoRR abs/1705.04587 (2017)
6.
go back to reference Gálvez, W., Grandoni, F., Ingala, S., Khan, A.: Improved pseudo-polynomial-time approximation for strip packing. In: 36th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS), pp. 9:1–9:14 (2016) Gálvez, W., Grandoni, F., Ingala, S., Khan, A.: Improved pseudo-polynomial-time approximation for strip packing. In: 36th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS), pp. 9:1–9:14 (2016)
7.
go back to reference Nadiradze, G., Wiese, A.: On approximating strip packing with a better ratio than 3/2. In: 27th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 1491–1510 (2016) Nadiradze, G., Wiese, A.: On approximating strip packing with a better ratio than 3/2. In: 27th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 1491–1510 (2016)
9.
go back to reference Amoura, A.K., Bampis, E., Kenyon, C., Manoussakis, Y.: Scheduling independent multiprocessor tasks. Algorithmica 32(2), 247–261 (2002)MathSciNetCrossRefMATH Amoura, A.K., Bampis, E., Kenyon, C., Manoussakis, Y.: Scheduling independent multiprocessor tasks. Algorithmica 32(2), 247–261 (2002)MathSciNetCrossRefMATH
10.
go back to reference Jansen, K., Porkolab, L.: Linear-time approximation schemes for scheduling malleable parallel tasks. Algorithmica 32(3), 507–520 (2002)MathSciNetCrossRefMATH Jansen, K., Porkolab, L.: Linear-time approximation schemes for scheduling malleable parallel tasks. Algorithmica 32(3), 507–520 (2002)MathSciNetCrossRefMATH
11.
12.
go back to reference Turek, J., Wolf, J.L., Yu, P.S.: Approximate algorithms scheduling parallelizable tasks. In: 4th annual ACM symposium on Parallel algorithms and architectures (SPAA), pp. 323–332 (1992) Turek, J., Wolf, J.L., Yu, P.S.: Approximate algorithms scheduling parallelizable tasks. In: 4th annual ACM symposium on Parallel algorithms and architectures (SPAA), pp. 323–332 (1992)
13.
go back to reference Ludwig, W., Tiwari, P.: Scheduling malleable and nonmalleable parallel tasks. In: 5th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 167–176 (1994) Ludwig, W., Tiwari, P.: Scheduling malleable and nonmalleable parallel tasks. In: 5th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 167–176 (1994)
15.
go back to reference Jansen, K.: A \((3/2+\varepsilon )\) approximation algorithm for scheduling moldable and non-moldable parallel tasks. In: 24th ACM Symposium on Parallelism in Algorithms and Architectures, (SPAA), pp. 224–235 (2012) Jansen, K.: A \((3/2+\varepsilon )\) approximation algorithm for scheduling moldable and non-moldable parallel tasks. In: 24th ACM Symposium on Parallelism in Algorithms and Architectures, (SPAA), pp. 224–235 (2012)
16.
17.
go back to reference Coffman Jr., E.G., Garey, M.R., Johnson, D.S., Tarjan, R.E.: Performance bounds for level-oriented two-dimensional packing algorithms. SIAM J. Comput. 9(4), 808–826 (1980)MathSciNetCrossRefMATH Coffman Jr., E.G., Garey, M.R., Johnson, D.S., Tarjan, R.E.: Performance bounds for level-oriented two-dimensional packing algorithms. SIAM J. Comput. 9(4), 808–826 (1980)MathSciNetCrossRefMATH
22.
go back to reference Harren, R., Jansen, K., Prädel, L., van Stee, R.: A (5/3 + \(\epsilon \))-approximation for strip packing. Comput. Geom. 47(2), 248–267 (2014)MathSciNetCrossRef Harren, R., Jansen, K., Prädel, L., van Stee, R.: A (5/3 + \(\epsilon \))-approximation for strip packing. Comput. Geom. 47(2), 248–267 (2014)MathSciNetCrossRef
23.
24.
25.
go back to reference Kenyon, C., Rémila, E.: A near-optimal solution to a two-dimensional cutting stock problem. Math. Oper. Res. 25(4), 645–656 (2000)MathSciNetCrossRefMATH Kenyon, C., Rémila, E.: A near-optimal solution to a two-dimensional cutting stock problem. Math. Oper. Res. 25(4), 645–656 (2000)MathSciNetCrossRefMATH
27.
go back to reference Bougeret, M., Dutot, P., Jansen, K., Robenek, C., Trystram, D.: Approximation algorithms for multiple strip packing and scheduling parallel jobs in platforms. Discrete Math. Algorithms Appl. 3(4), 553–586 (2011)MathSciNetCrossRefMATH Bougeret, M., Dutot, P., Jansen, K., Robenek, C., Trystram, D.: Approximation algorithms for multiple strip packing and scheduling parallel jobs in platforms. Discrete Math. Algorithms Appl. 3(4), 553–586 (2011)MathSciNetCrossRefMATH
28.
29.
go back to reference Christensen, H.I., Khan, A., Pokutta, S., Tetali, P.: Approximation and online algorithms for multidimensional bin packing: a survey. Comput. Sci. Rev. 24, 63–79 (2017)MathSciNetCrossRefMATH Christensen, H.I., Khan, A., Pokutta, S., Tetali, P.: Approximation and online algorithms for multidimensional bin packing: a survey. Comput. Sci. Rev. 24, 63–79 (2017)MathSciNetCrossRefMATH
30.
go back to reference Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman, New York (1979)MATH Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman, New York (1979)MATH
31.
go back to reference Henning, S., Jansen, K., Rau, M., Schmarje, L.: Complexity and inapproximability results for parallel task scheduling and strip packing. CoRR abs/1705.04587 (2017) Henning, S., Jansen, K., Rau, M., Schmarje, L.: Complexity and inapproximability results for parallel task scheduling and strip packing. CoRR abs/1705.04587 (2017)
Metadata
Title
Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing
Authors
Sören Henning
Klaus Jansen
Malin Rau
Lars Schmarje
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-90530-3_15

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