1 @INPROCEEDINGS{Boutamine06,
2 AUTHOR = "Boutammine, Salah-Salim and Millot, Daniel and Parrot, Christian",
3 TITLE = {"A Runtime Scheduling Method for Dynamic and Heterogeneous
5 BOOKTITLE = "Proceedings of 5th Workshop on Compile and Runtime
6 Techniques for Parallel Computing",
7 ADDRESS = "Colombus, OH",
14 @INPROCEEDINGS{Boutamine06*2,
15 AUTHOR = "Boutammine, Salah-Salim and Millot, Daniel and Parrot,
17 TITLE = {"An adaptative Scheduling Method for Grid Computing"},
18 BOOKTITLE = "Proceedings of the 12th International Euro-Par
19 Conference (Euro-Par 2006)",
20 ADDRESS = "Dresden, Germany",
22 publisher = {Springer},
23 series = {Lecture Notes in Computer Science},
30 @INPROCEEDINGS{Boutamine06*3,
31 AUTHOR = "Boutammine, Salah-Salim and Millot, Daniel and Parrot,
33 TITLE = {"Dynamically Scheduling Divisible Load for Grid
35 BOOKTITLE = "Proceedings of the 2nd International Conference High
36 Performance Computing and Communications (HPCC 2006)",
37 ADDRESS = "Munich, Germany",
41 publisher = {Springer},
42 series = {Lecture Notes in Computer Science},
47 @INPROCEEDINGS{Millot08,
48 AUTHOR = " Daniel and Parrot, Christian",
49 TITLE = {"Contention-Free Scheduling in a Dynamic Context"},
50 BOOKTITLE = "Proceedings of the 14th International Conference on
51 Parallel Processing Workshops (ICPADS'08)",
52 ADDRESS = "Melbourne, Australia",
59 @InProceedings{ns-cram,
60 author = {N'takp{\'e}, Tchimou and Suter, Fr{\'e}d{\'}eric},
61 title = {{Concurrent Scheduling of Parallel Task Graphs on
62 Multi-Clusters Using Constrained Resource
64 booktitle = {Proceedings of the 10th IEEE International Workshop on
65 Parallel and Distributed Scientific and Engineering
68 adress = {Rome, Italy},
74 author = {Hunold, Sascha and Rauber, Thomas and Suter,
76 title = {{Redistribution Aware Two Step Scheduling for Mixed
77 Parallel Applications}},
78 booktitle = {Proceedings of the IEEE International Conference on
79 Cluster Computing (Cluster'08)},
82 address = {Tsukuba, Japan},
87 @InProceedings {DCLV_LSAP_10,
88 title = {{Fast and Scalable Simulation of Volunteer Computing Systems
90 booktitle = {Proceedings of the Workshop on Large-Scale System and Application
94 address = {Chicago, IL}
95 author = {Donassolo, Bruno and Casanova, Henri and Legrand, Arnaud
101 @InProceedings{biCPA,
102 author = {Desprez, Fr{\'e}d{\'e}ric and Suter, Fr{\'e}d{\'e}ric},
103 title = {{A Bi-Criteria Algorithm for Scheduling
104 Parallel Task Graphs on Clusters}},
105 booktitle = {Proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010)},
107 address = {Melbourne, Australia},
113 @InProceedings{Hunold_ccgrid10,
115 title = {{Low-Cost Tuning of Two-Step Algorithms for
116 Scheduling Mixed-Parallel Applications onto
117 Homogeneous Clusters}},
118 booktitle = {Proceedings of the 10th IEEE/ACM International
119 Symposium on Cluster, Cloud and Grid Computing
122 address = {Melbourne, Australia},
131 Address = {Sliema, Malta},
132 Author = {Caniou, Yves and Caron, Eddy and Charrier, Ghislain and
133 Desprez, Fr{\'e}d{\'e}ric},
134 Booktitle = {Proceedings of the 3rd International Conference on
135 Advanced Engineering Computing and Applications in Sciences
139 Title = {{Meta-Scheduling and Task Reallocation in a Grid Environment}},
144 @InProceedings{beaumont2010ipdps2010_1,
145 title={{On the Importance of Bandwidth Control Mechanisms for
146 Scheduling on Large Scale Heterogeneous Platforms}},
147 author={Beaumont, Olivier and Rejeb, Hejer},
148 booktitle={Proceedings of the 24th IEEE International Parallel and
149 Distributed Processing Symposium (IPDPS'10)},
152 address = {Atlanta, GO},
157 @InProceedings{beaumont2010ipdps2010_2,
158 title={{Broadcasting on Large Scale Heterogeneous Platforms under
159 the Bounded Multi-Port Model}},
160 author={Beaumont, Olivier and Eyraud-Dubois, Lionel and Kumar
162 booktitle={Proceedings of the 24th IEEE International Parallel and
163 Distributed Processing Symposium (IPDPS'10)},
166 address = {Atlanta, GO},
171 @InProceedings{beaumont2010line,
172 title={{On-line Allocation of Clients to Multiple Servers on Large
173 Scale Heterogeneous Systems}},
174 author={Beaumont, Olivier and Eyraud-Dubois, Lionel and Rejeb, Hejer
175 and Thraves, Christopher},
176 booktitle={Proceedings of the 18th Euromicro International
177 Conference on Parallel, Distributed and
178 Network-Based Computing (PDP 2010)},
180 address = {Pisa, Italy},
186 @InProceedings{beaumont2009allocation,
187 title={{Allocation of Clients to Multiple Servers on Large Scale
188 Heterogeneous Platforms}},
189 author={Beaumont, Olivier and Eyraud-Dubois, Lionel and Rejeb, Hejer
190 and Thraves, Christopher},
191 booktitle={Proceedings of the 15th International Conference on Parallel and
192 Distributed Systems (ICPADS 2009)},
194 address = {Shenzhen, China},
202 @inproceedings{Banino-RokkonesBR08,
203 author = {Banino-Rokkones, Cyril and Beaumont, Olivier and Rejeb,
205 title = {{Scheduling Techniques for Effective System
206 Reconfiguration in Distributed Storage Systems}},
207 booktitle = {Proceedings of the 14th International Conference on
208 Parallel and Distributed Systems (ICPADS 2008)},
210 address = {Melbourne, Australia},
219 TITLE={{Scheduling Parallel Task Graphs on (Almost) Homogeneous
220 Multi-cluster Platforms}},
221 AUTHOR={Dutot, Pierre-Fran{\, c}ois and N'takp\'e, Tchimou and
222 Suter, Fr\'ed\'eric and Casanova, Henri},
223 JOURNAL={IEEE Transactions on Parallel and Distributed Systems},
232 @article{10.1109/TC.2009.117,
233 author = {Benoit, Anne and Marchal, Loris and Pineau,
234 Jean-Fran{\,c}ois and Robert, Yves and Vivien
236 title = {{Scheduling Concurrent Bag-of-Tasks Applications on
237 Heterogeneous Platforms}},
238 journal ={IEEE Transactions on Computers},
243 doi = {http://doi.ieeecomputersociety.org/10.1109/TC.2009.117},
244 publisher = {IEEE Computer Society},
245 address = {Los Alamitos, CA, USA},
249 @inproceedings{1476013,
250 author = {Righi, Rodrigo da Rosa and Pilla, La\'{e}rcio Lima and
251 Carissimi, Alexandre and Navaux, Philippe O. A.},
252 title = {{Controlling Processes Reassignment in BSP Applications}},
253 booktitle = {Proceedings of the 20th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'08)},
256 address = {Campo Grande,Brazil},
261 @inproceedings{1582179,
262 author = {Righi, Rodrigo da Rosa and Pilla, La\'{e}rcio Lima and
263 Carissimi, Alexandre and Navaux, Philippe and Heiss,
265 title = {{MigBSP: A Novel Migration Model for Bulk-Synchronous
266 Parallel Processes Rescheduling}},
267 booktitle = {Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications (HPCC'09)},
270 address = {Seoul, Korea},
275 @inproceedings{1560782,
276 author = {Rosa Righi, Rodrigo and Pilla, La\'{e}rcio Lima and
277 Carissimi, Alexandre Silva and Navaux, Philippe
278 O. and Heiss, Hans-Ulrich},
279 title = {{Applying Processes Rescheduling over Irregular BSP
281 booktitle = {Proceedings of the 9th International Conference on
282 Computational Science (ICCS'09)},
285 address = {Baton Rouge, LA},
286 publisher = {Springer},
287 series = {Lecture Notes in Computer Science},
292 @InProceedings{Guermouche_Renard_10,
293 author = {Guermouche, Abdou and Renard, H\'el\`ene},
294 booktitle = {Proceedings of the 19th International Heterogeneity in
295 Computing Workshop (HCW'09)},
296 title = {{A First Step to the Evaluation of SimGrid in the Context of
297 a Complex Application}},
299 address = {Atlanta, GO},
304 @InProceedings{VL_Simutools_09,
305 title = {{Accuracy Study and Improvement of Network Simulation in
306 the SimGrid Framework}},
307 booktitle = {Proceedings of the 2nd International Conference on
308 Simulation Tools and Techniques (SIMUTools'09)},
310 author = {Velho, Pedro and Legrand, Arnaud},
311 address = {Rome, Italy},
313 pdf = {http://mescal.imag.fr/membres/arnaud.legrand/articles/simutools09.pdf},
317 @InProceedings{simgrid,
318 author = {Casanova, Henri and Legrand, Arnaud and Quinson, Martin},
319 title = {{SimGrid: a Generic Framework for Large-Scale Distributed Experiments}},
320 booktitle = {proceedings of the 10th IEEE International Conference on Computer Modeling and Simulation (UKSim)},
323 address = {Cambridge, UK}
327 @InProceedings{nstools07,
328 title = {{Speed and Accuracy of Network Simulation in the SimGrid Framework}},
329 author = {Fujiwara, Kayo and Casanova, Henri },
330 booktitle = {Proceedings of the First International Workshop on Network Simulation Tools (NSTools)},
332 address = {Nantes, France},
334 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/fujiwara_nstool2007.pdf},
338 @MastersThesis{msc_kayo,
339 author = {Fujiwara, Kayo},
340 title = {{Cost and Accuracy of Packet-Level vs. Analytical
341 Network Simulations: An Empirical Study}},
342 school = {Department of Information and Computer Sciences,
343 University of Hawai`i at Manoa},
346 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/theses/kayo_fujiwara_MS.pdf},
350 @InProceedings{gras-iasted06,
351 title = {{Gras: A Research & Development Framework for Grid and P2P Infrastructures}},
352 author = {Quinson, Martin },
353 booktitle = {Proceedings of the 18th IASTED International Conference
354 on Parallel and Distributed Computing and Systems
357 address = {Dallas, TX},
359 pdf = {http://www.loria.fr/~quinson/articles/gras-iasted06.pdf},
364 @InProceedings{hpdc06,
365 title = {{The SimGrid Project - Simulation and Deployment of
366 Distributed Applications}},
367 author = {Legrand, Arnaud and Quinson, Martin and Fujiwara, Kayo
368 and Casanova, Henri},
369 booktitle = {Proceedings of the IEEE International Symposium on High
370 Performance Distributed Computing (HPDC-15)},
373 address = {Paris, France},
376 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/simgrid_hpdc06.pdf},
380 @InProceedings{ccgrid03,
381 title = {{Scheduling Distributed Applications: the SimGrid
382 Simulation Framework}},
383 author = {Legrand, Arnaud and Marchal, Loris and Casanova, Henri},
384 booktitle = {Proceedings of the third IEEE International Symposium
385 on Cluster Computing and the Grid (CCGrid'03)},
387 address = {Tokyo, Japan},
390 pdf = {http://www-id.imag.fr/Laboratoire/Membres/Legrand_Arnaud/articles/simgrid2_CCgrid03.pdf},
394 @TechReport{RR2002-40,
395 author = {Casanova, Henri and Marchal, Loris },
396 title = {{A Network Model for Simulation of Grid Application}},
397 institution = {LIP, ENS Lyon, France},
399 abstract = {In this work we investigate network models that can be
400 potentially employed in the simulation of scheduling algorithms for
401 distributed computing applications. We seek to develop a model of TCP
402 communication which is both high-level and realistic. Previous research
403 works show that accurate and global modeling of wide-area networks, such
404 as the Internet, faces a number of challenging issues. However, some
405 global models of fairness and bandwidth-sharing exist, and can be link
406 withthe behavior of TCP. Using both previous results and simulation (with
407 NS), we attempt to understand the macroscopic behavior of
408 TCP communications. We then propose a global model of the network for the
409 Grid platform. We perform partial validation of this model in
410 simulation. The model leads to an algorithm for computing
411 bandwidth-sharing. This algorithm can then be implemented as part of Grid
412 application simulations. We provide such an implementation for the
413 SimGrid simulation toolkit.},
414 type = {Research Report},
415 ps = {ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/RR/RR2002/RR2002-40.ps.z},
421 @TechReport{RR2002-28,
422 author = {Legrand, Arnaud and Lerouge, Julien },
423 title = {MetaSimGrid : Towards Realistic Scheduling Simulation of Distributed Applications},
424 institution = {LIP, ENS Lyon, France},
426 abstract = {Most scheduling problems are already hard on homogeneous
427 platforms, they become quite intractable in an heterogeneous
428 framework such as a metacomputing grid. In the best cases, a
429 guaranteed heuristic can be found, but most of the time, it is
430 not possible. Real experiments or simulations are often
431 involved to test or to compare heuristics. However, on a
432 distributed heterogeneous platform, such experiments are
433 technically difficult to drive, because of the genuine
434 instability of the platform. It is almost impossible to
435 guarantee that a platform which is not dedicated to the
436 experiment, will remain exactly the same between two tests,
437 thereby forbidding any meaningful comparison. Simulations are
438 then used to replace real experiments, so as to ensure the
439 reproducibility of measured data. A key issue is the
440 possibility to run the simulations against a realistic
441 environment. The main idea of trace-based simulation is to
442 record the platform parameters today, and to simulate the
443 algorithms tomorrow, against the recorded data: even though it
444 is not the current load of the platform, it is realistic,
445 because it represents a fair summary of what happened
446 previously. A good example of a trace-based simulation tool is
447 SimGrid, a toolkit providing a set of core abstractions and
448 functionalities that can be used to easily build simulators for
449 specific application domains and/or computing environment
450 topologies. Nevertheless, SimGrid lacks a number of convenient
451 features to craft simulations of a distributed application
452 where scheduling decisions are not taken by a single
453 process. Furthermore, modeling a complex platform by hand is
454 fastidious for a few hosts and is almost impossible for a real
455 grid. This report is a survey on simulation for scheduling
456 evaluation purposes and present MetaSimGrid, a simulator built
458 type = {Research Report},
459 ps = {ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/RR/RR2002/RR2002-28.ps.gz},
466 @InProceedings{CCGRID.2001,
467 author = {Casanova, Henri},
468 title = {{Simgrid: A Toolkit for the Simulation of Application Scheduling}},
469 booktitle ={Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid'01)},
472 abstract = {Advances in hardware and software technologies have made it
473 possible to deploy parallel applications over increasingly large
474 sets of distributed resources. Consequently, the study of
475 scheduling algorithms for such applications has been an active area
476 of research. Given the nature of most scheduling problems one must
477 resort to simulation to effectively evaluate and compare their
478 efficacy over a wide range of scenarios. It has thus become
479 necessary to simulate those algorithms for increasingly complex
480 distributed, dynamic, heterogeneous environments. In this paper we
481 present SimGrid, a simulation toolkit for the study of scheduling
482 algorithms for distributed application. This paper gives the main
483 concepts and models behind SimGrid, describes its API and
484 highlights current implementation issues. We also give some
485 experimental results and describe work that builds on SimGrid's
487 doi = {http://doi.ieeecomputersociety.org/10.1109/CCGRID.2001.923223},
488 address = {Brisbane, Australia},
495 Address = {Toulouse, France},
496 Author = {Charrier, Ghislain and Caniou, Yves},
497 Booktitle = {Actes des 19\`emes Rencontres francophonnes du Parall{\'e}lisme (RenPar'19)},
499 Title = {Ordonnancement et r{\'e}allocation de t{\^a}ches sur une grille de calcul},
504 @inproceedings{RenparLN09,
505 Address = {Toulouse, France},
506 Author = {Renard, H\'el\`ene },
507 Booktitle = {Actes des 19emes Rencontres francophonnes du
508 Parall{\'e}lisme (RenPar'19)},
510 Title = {Comparaisons entre le simulateur SimGrid et une application
511 r{\'e}elle pour {\'e}valuer les algorithmes
512 d'{\'e}quilibre de charge et de redistribution de
514 pdf = {http://www.irit.fr/Toulouse2009/Toulouse2009/papiers/paper10.pdf},
519 @inproceedings{1372508,
520 author = {Bouabache, Fatiha and Herault, Thomas and Fedak, Gilles and
522 title = {{Hierarchical Replication Techniques to Ensure Checkpoint Storage Reliability in Grid Environment}},
523 booktitle = {Proceedings of the Eighth IEEE International Symposium
524 on Cluster Computing and the Grid (CCGRID'08)},
526 isbn = {978-0-7695-3156-4},
528 doi = {http://dx.doi.org/10.1109/CCGRID.2008.95},
529 address = {Lyon, France},
534 %%%%%% Stopped here %%%%%%%
537 @InProceedings{gallet09,
538 title = {Efficient Scheduling of Task Graph Collections on Heterogeneous Resources},
539 author = {Matthieu Gallet and Loris Marchal and Fr{\'e}d{\'e}ric Vivien},
540 booktitle = {International Parallel and Distributed Processing Symposium (IPDPS'2009)},
545 @InProceedings{Kurt09,
546 title = {Improving The Scalability of SimGrid Using Dynamic Routing},
547 author = {S. De Munck and K. Vanmechelen and J. Broeckhove},
548 booktitle = {Proceedings of ICCS},
553 @InProceedings{benoit08,
554 title = {Offline and online scheduling of concurrent bags-of-tasks on heterogeneous platforms},
555 author = {Anne Benoit and Loris Marchal and Jean-Francois Pineau and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
556 booktitle = {10th Workshop on Advances in Parallel and Distributed Computational Models (APDCM 2008), IEEE Computer Society Press},
561 @InProceedings{Hernandez08,
562 title = {Scheduling DAGs on Grids with Copying and Migration},
563 author = {Israel Hernandez and Murray Cole},
564 booktitle = {Parallel Processing and Applied Mathematics 2007 (PPAM07), LNCS 4967},
567 url = {http://www.springerlink.com/content/l555166254q2778p/?p=754ec30fb8044cce9f3f18dc9f304f4f&pi=107},
571 @InProceedings{Kurt08,
572 title = {Scalability of Grid Simulators : An Evaluation},
573 author = {W. Depoorter and N. De Moor and K. Vanmechelen and J. Broeckhove},
574 booktitle = {Proceedings of Europar 2008, Lecture Notes in Computer Science (LNCS 5168)},
580 @InProceedings{Hunold08,
581 title = {Scheduling Dynamic Workflows onto Clusters of Clusters using Postponing},
582 author = {Sascha Hunold and Thomas Rauber and Fr{\'e}d{\'e}ric Suter},
583 booktitle = {Proceedings of the 3rd International Workshop on Workflow Systems in e-Science (WSES 08)},
584 address= {Lyon, France},
590 @InProceedings{Heien08,
591 title = {Computing Low Latency Batches with Unreliable Workers in Volunteer Computing Environments},
592 author = {Eric Heien and N. Fujimoto and Kenichi Hagihara},
593 booktitle = {PCGrid 2008, Workshop on Volunteer Computing and Desktop Grids},
598 @InProceedings{Hernandez07,
599 title = {Reliable DAG Scheduling with Rewinding and Migration},
600 author = {Israel Hernandez and Murray Cole},
601 booktitle = {First International Conference on Networks for Grid Applications (GridNets07)},
604 url = {http://portal.acm.org/citation.cfm?id=1386610.1386614},
608 @InProceedings{Hernandez07*2,
609 title = {Reactive Grid Scheduling of DAG Applications},
610 author = {I. Hernandez and M. Cole},
611 booktitle = {Parallel and Distributed Computing and Networks},
613 url = {http://www.actapress.com/PaperInfo.aspx?PaperID=29625},
617 @InProceedings{Hunold07,
618 title = {Dynamic Scheduling of Multi-Processor Tasks on Clusters of Clusters},
619 author = {S. Hunold and T. Rauber and G. Rünger},
620 booktitle = {Proceedings of the Sixth International Workshop on Algorithms,
621 Models and Tools for Parallel Computing on Heterogeneous Networks
623 address = {Austin, TX, USA},
629 @InProceedings{Suter07,
630 title = {Scheduling Delta-Critical Tasks in Mixed-Parallel Applications on a National Grid},
631 author = {Fr{\'e}d{\'e}ric Suter},
632 booktitle = {8th IEEE/ACM International Conference on Grid Computing (Grid 2007)},
633 address = {Austin, TX, USA},
640 title = {Brokering strategies in computational grids using stochastic prediction models},
641 author = {Vandy Berten and Bruno Gaujal},
642 journal = {Parallel Computing},
647 url = {http://dev.ulb.ac.be/sched/articles/PARCO.pdf},
651 @InProceedings{Ferrandiz07,
652 title = {Managing Scheduling and Replication in the LHC Grid},
653 author = {Thomas Ferrandiz and Vania Marangozova},
654 booktitle = {CoreGrid Workshop on middleware},
660 title = {Simbatch: an API for simulating and predicting the performance of parallel resources and batch systems.},
661 author = {Jean-S{\'e}bastien Gay and Yves Caniou},
662 type = {Research Report},
664 institution = {INRIA},
667 url = {https://hal.inria.fr/inria-00115880},
671 @InProceedings{GayRenpar06,
672 title = {Simbatch : une API pour la simulation et la pr{\'e}diction de performances de syst{\`e}mes batch},
673 author = {Jean-S{\'e}bastien Gay and Yves Caniou},
674 booktitle = {17{\`e}me Rencontres Francophones du Parall{\'e}lisme, des Architectures et des Syst{\`e}mes, RenPar'17},
680 @InProceedings{Vanderster06,
681 title = {Metascheduling Multiple Resource Types using the MMKP},
682 author = {D. Vanderster and N. Dimopoulos and R. Sobie},
683 booktitle = {7th IEEE/ACM International Conference on Grid Computing},
684 address = {Barcelona},
690 @InProceedings{Banino06,
691 title = {Master-Slave Tasking on Asymmetric Networks},
692 author = {Cyril Banino-Rokkones and Olivier Beaumont and Lasse Natvig},
693 booktitle = {Proceedings of 12th International Euro-Par Conference, Euro-Par'06},
697 address = {Dresden, Germany},
701 @InProceedings{Tchimou06,
702 title = {Critical Path and Area Based Scheduling of Parallel Task Graphs on Heterogeneous Platforms},
703 author = {Tchimou N'Takp{\'e} and Fr{\'e}d{\'e}ric Suter},
704 booktitle = {Proceedings of the Twelfth International Conference on Parallel and Distributed Systems (ICPADS)},
705 address = {Minneapolis, MN},
711 @InProceedings{Vanderster06*2,
712 title = {Sensitivity Analysis of Knapsack-based Task Scheduling on the Grid},
713 author = {D.C. Vanderster and N.J. Dimopoulos},
714 booktitle = {Proceedings of The 20th ACM International Conference on Supercomputing},
715 address = {Cairns, Australia},
718 url = {http://portal.acm.org/citation.cfm?id=1183401.1183446&coll=GUIDE&dl=%23url.coll},
722 @InProceedings{Senger06,
723 title = {Hierarchical Scheduling of Independent Tasks with Shared Files},
724 author = {H. Senger and F. Silva and W. Nascimento},
725 booktitle = {Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid Workshop (CCGRIDW'06)},
726 address = {Singapore},
729 url = {http://www.unisantos.br/mestrado/informatica/hermes/File/senger-HierarchicalScheduling-Workshop-TB120.pdf},
733 @InProceedings{Vanderster06*3,
734 title = {Evaluation of Knapsack-based Scheduling using the NPACI JOBLOG},
735 author = {D. Vanderster and N. Dimopoulos and R. Parra-Hernandez and R. Sobie},
736 booktitle = {20th International Symposium on High-Performance Computing in an Advanced Collaborative Environment (HPCS'06)},
737 address = {St. John's, Newfoundland, Canada},
740 url = {http://doi.ieeecomputersociety.org/10.1109/HPCS.2006.23},
744 @InProceedings{Ohsaki05,
745 title = {On Dynamic Resource Management Mechanism using Control Theoretic Approach for Wide-Area Grid Computing},
746 author = {Hiroyuki Ohsaki and Soushi Watanabe and Makoto Imase},
747 booktitle = {Proceedings of IEEE Conference on Control Applications (CCA 2005)},
750 url = {http://www.ispl.jp/~oosaki/papers/Ohsaki05_CCA.pdf},
754 @InProceedings{Caron05,
755 title = {Evaluation of Meta-scheduler Architectures and Task Assignment Policies for high Throughput Computing},
756 author = {Eddy Caron and Vincent Garonne and Andrei Tsaregorodtsev},
757 booktitle = {Proceedings of 4th Internationnal Symposium on Parallel and Distributed Computing Job Scheduling Strategies for Parallel Processing (ISPDC'05)},
760 pdf = {http://www.ens-lyon.fr/LIP/Pub/Rapports/RR/RR2005/RR2005-27.pdf},
764 @InProceedings{Renard05,
765 title = {Algorithmes de redistribution de donn{\'e}es pour anneaux de processeurs h{\'e}t{\'e}rog{\`e}nes},
766 author = {H{\'e}l{\'e}ne Renard and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
767 booktitle = {16i{\`e}me Rencontres Francophones du Parall{\'e}lisme des Architectures et des Syst{\`e}mes},
768 address = {Le Croisic, France},
771 ps = {http://www.polytech.unice.fr/~hrenard/recherche/Renpar16.ps},
775 @InProceedings{Caron04,
776 title = {Deadline Scheduling with Priority for Client-Server Systems on the Grid},
777 author = {Eddy Caron and P. K. Chouhan and Fr{\'e}d{\'e}ric Desprez},
778 booktitle = {IEEE International Conference On Grid Computing. Super Computing 2004},
784 @InProceedings{Caniou04,
785 title = {Efficient Scheduling Heuristics for GridRPC Systems},
786 author = {Yves Caniou and Emmanuel Jeannot},
787 booktitle = {IEEE QoS and Dynamic System workshop (QDS) of International Conference on Parallel and Distributed Systems (ICPADS)},
788 address = {New-Port Beach California, USA},
792 ps = {http://graal.ens-lyon.fr/~ycaniou/QDS04.ps},
796 @InProceedings{Santos04,
797 title = {Exploiting Replication and Data Reuse to Efficiently Schedule Data-intensive Applications on Grids},
798 author = {E. Santos-Neto and W. Cirne and F. Brasileiro and A. Lima},
799 booktitle = {Proceedings of 10th Job Scheduling Strategies for Parallel Processing},
802 pdf = {http://www.lsd.ufcg.edu.br/~elizeu/articles/jsspp.v6.pdf},
806 @InProceedings{Hernandez04,
807 title = {Resource Management and Knapsack Formulations on the Grid},
808 author = {R. Parra-Hernandez and D. Vanderster and N. J. Dimopoulos},
809 booktitle = {Fifth IEEE/ACM International Workshop on Grid Computing (GRID'04)},
811 url = {http://doi.ieeecomputersociety.org/10.1109/GRID.2004.54},
815 @InProceedings{Ferreto04,
816 title = {Scheduling BoT Applications in Grids using a Slave Oriented Adaptive Algorithm.},
817 author = {T. Ferreto and C. A. F. De Rose and C. Northfleet.},
818 booktitle = {Second International Symposium on Parallel and Distributed Processing and Applications (ISPA)},
820 address = {Hong Kong},
824 @InProceedings{Renard04,
825 title = {Data redistribution algorithms for heterogeneous processor rings},
826 author = {H{\'e}l{\'e}ne Renard and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
827 booktitle = {International Conference on High Performance Computing HiPC'2004},
829 pdf = {http://www.polytech.unice.fr/~hrenard/recherche/Hipc.pdf},
833 @InProceedings{Yao03,
834 title = {Link-Contention-Aware Genetic Scheduling Using Task Duplication in Grid Environments},
835 author = {Wensheng Yao and Xiao Xie and Jinyuan You},
836 booktitle = {Grid and Cooperative Computing: Second International Workshop, GCC 2003},
837 address = {Shanghai, China},
840 pdf = {http://www.chinagrid.edu.cn/chinagrid/download/GCC2003/pdf/266.pdf},
844 @InProceedings{caniou03,
845 title = {New Dynamic Heuristics in the Client-Agent-Server Model},
846 author = {Yves Caniou and Emmanuel Jeannot},
847 booktitle = {IEEE 13th Heteregeneous Computing Workshop - HCW'03},
848 address = {Nice, France},
851 ps = {http://graal.ens-lyon.fr/~ycaniou/HCW03.ps},
855 @InProceedings{caron03,
856 title = {A Hierarchical Resource Reservation Algorithm for Network Enabled Servers},
857 author = {Eddy Caron and Fr{\'e}d{\'e}ric Desprez and Franck Petit and V. Villain},
858 booktitle = {17th International Parallel and Distributed Processing Symposium -- IPDPS'03},
859 address = {Nice - France},
873 @InProceedings{Bertin08,
874 title = {Toward a Fully Decentralized Algorithm for Multiple Bag-of-tasks Application Scheduling on Grids},
875 author = {R{\'e}mi Bertin and Arnaud Legrand and Corinne Touati},
876 booktitle = {IEEE/ACM International Conference on Grid Computing (Grid)},
877 address = {Tsukuba, Japan},
882 @InProceedings{Dubois07,
883 title = {Assessing the Quality of Automatically Built Network Representations},
884 author = {Lionel Eyraud-Dubois and Martin Quinson},
885 booktitle = {Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007)},
888 address = {Rio de Janeiro, Brazil},
892 @InProceedings{Tchimou07,
893 title = {A Comparison of Scheduling Approaches for Mixed-Parallel Applications on Heterogeneous Platforms},
894 author = {Tchimou N'takp{\'e} and Fr{\'e}d{\'e}ric Suter and Henri Casanova},
895 booktitle = {6th International Symposium on Parallel and Distributed Computing},
896 address = {Hagenberg, Austria},
902 @InProceedings{Dubois07*2,
903 title = {A First Step Towards Automatically Building Network Representations},
904 author = {Lionel Eyraud-Dubois and Arnaud Legrand and Martin Quinson and Fr{\'e}d{\'e}ric Vivien},
905 booktitle = {12th International Euro-Par Conference},
908 address = {Rennes, France},
913 title = {Centralized Versus Distributed Schedulers Multiple Bag-of-Tasks Applications},
914 author = {Olivier Beaumont and Larry Carter and Jeanne Ferrante and Arnaud Legrand and Loris Marchal and Yves Robert},
915 journal = {IEEE Trans. Parallel Distributed Systems},
920 @InProceedings{Casanova06,
921 title = {On the Harmfulness of Redundant Batch Requests},
922 author = {H. Casanova},
923 booktitle = {Proceedings of the IEEE International Symposium on High Performance Distributed Computing (HPDC-15)},
924 address = {Paris, France},
927 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/hpdc_2006.pdf},
931 @InProceedings{Cardinale06,
932 title = {An evaluation of Job Scheduling Strategies for Divisible Loads on Grid Platforms},
933 author = {Y. Cardinale and H. Casanova},
934 booktitle = {Proceedings of the High Performance Computing & Simulation Conference (HPC&S'06)},
935 address = {Bonn, Germany},
938 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/cardinale_2006.pdf},
942 @InProceedings{Beaumont06,
943 title = {Centralized Versus Distributed Schedulers Multiple Bag-of-Tasks Applications},
944 author = {Olivier Beaumont and Larry Carter and Jeanne Ferrante and Arnaud Legrand and Loris Marchal and Yves Robert},
945 booktitle = {International Parallel and Distributed Processing Symposium IPDPS'2006},
951 title = {Interference-Aware Scheduling},
952 author = {B. Kreaseck and L. Carter and H. Casanova and J. Ferrante and S. Nandy},
953 journal = {International Journal of High Performance Computing Applications (IJHPCA)},
955 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/kreaseck_ijhpca_2005.pdf},
959 @InProceedings{Suter04,
960 title = {From Heterogeneous Task Scheduling to Heterogeneous Mixed Data and Task Parallel Scheduling},
961 author = {F. Suter and V. Boudet and F. Desprez and H. Casanova},
962 booktitle = {Proceedings of Europar, 230--237, (LCNS volume 3149)},
965 address = {Pisa, Italy},
969 @InProceedings{Kreaseck04,
970 title = {On the Interference of Communication on Computation},
971 author = {B. Kreaseck and L. Carter and H. Casanova and J. Ferrante},
972 booktitle = {Proceedings of the workshop on Performance Modeling, Evaluation, and Optimization of Parallel and Distributed Systems},
973 address = {Santa Fe},
976 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/k_pmeo2004.pdf
981 @InProceedings{Yang03,
982 title = {RUMR: Robust Scheduling for Divisible Workloads},
983 author = {Y. Yang and H. Casanova},
984 booktitle = {Proceedings of the 12th IEEE Symposium on High Performance and Distributed Computing (HPDC-12)},
988 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/yang_hpdc2003.pdf},
993 title = {Resource Allocation Strategies for Guided Parameter Space Searches},
994 author = {M. Faerman and A. Birnbaum and F. Berman and H. Casanova},
995 booktitle = {International Journal of High Performance Computing Applications (IJHPCA)},
1003 @InProceedings{Faerman02,
1004 title = {Resource Allocation for Steerable Parallel Parameter Searches},
1005 author = {M. Faerman and A. Birnbaum and H. Casanova and F. Berman},
1006 booktitle = {Proceedings of the Grid Computing Workshop},
1007 address = {Baltimore},
1010 pdf = {http://grail.sdsc.edu/projects/vi_itr/grid02.pdf},
1014 @InProceedings{Smallen01,
1015 title = {Applying Scheduling and Tuning to On-line Parallel Tomography },
1016 author = {Shava Smallen and Henri Casanova and Francine Berman},
1017 booktitle = {Proceedings of Supercomputing},
1022 @InProceedings{Casanova00,
1023 title = {Heuristics for Scheduling Parameter Sweep applications in Grid environments},
1024 author = {Henri Casanova and Arnaud Legrand and Dmitrii Zagorodnov and Francine Berman},
1025 booktitle = {Proceedings of the 9th Heterogeneous Computing workshop (HCW'2000)},
1027 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/hcw00_pst.pdf}
1030 @INPROCEEDINGS{Guermouche_Renard,
1031 AUTHOR = {A. Guermouche and H. Renard},
1032 BOOKTITLE = {19th International Heterogeneity in Computing Workshop},
1033 PUBLISHER = {IEEE Computer Society Press},
1034 TITLE = {A First Step to the Evaluation of SimGrid in the Context of a Complex Application},