1 @InProceedings { DCLV_LSAP_10,
2 title = {Fast and Scalable Simulation of Volunteer Computing Systems Using SimGrid},
3 booktitle = {Workshop on Large-Scale System and Application Performance (LSAP)},
5 author = {Donassolo, Bruno and Casanova, Henri and Legrand, Arnaud and Velho, Pedro},
11 author = {Desprez, Fr{\'e}d{\'e}ric and Suter, Fr{\'e}d{\'e}ric},
12 title = {{A Bi-Criteria Algorithm for Scheduling
13 Parallel Task Graphs on Clusters}},
14 booktitle = {Proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010)},
16 address = {Melbourne, Australia},
24 Address = {Sliema, Malta},
25 Author = {Caniou, Yves and Caron, Eddy and Charrier, Ghislain and
26 Desprez, Fr{\'e}d{\'e}ric},
27 Booktitle = {The Third International Conference on
28 Advanced Engineering Computing and Applications in Sciences
30 Month = {October 11-16},
32 Title = {{Meta-Scheduling and Task Reallocation in a Grid Environment}},
37 @conference{beaumont2010ipdps2010_1,
38 title={{On the Importance of Bandwidth Control Mechanisms for Scheduling on Large Scale Heterogeneous Platforms}},
39 author={Beaumont, O. and Rejeb, H.},
40 booktitle={24th IEEE International Parallel & Distributed Processing Symposium, Atlanta },
47 @conference{beaumont2010ipdps2010_2,
48 title={{Broadcasting on Large Scale Heterogeneous Platforms under the Bounded Multi-Port Model}},
49 author={Beaumont, O. and Eyraud-Dubois, L and Kumar Agrawal, S.},
50 booktitle={24th IEEE International Parallel & Distributed Processing Symposium, Atlanta },
58 @article{beaumont2010line,
59 title={{On-line Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Systems}},
60 author={Beaumont, O. and Eyraud-Dubois, L. and Rejeb, H. and Thraves, C.},
61 booktitle={18th Euromicro International Conference on Parallel, Distributed and Network-Based Computing, Pisa },
68 @conference{beaumont2009allocation,
69 title={{Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms}},
70 author={Beaumont, O. and Eyraud-Dubois, L. and Rejeb, H. and Thraves, C.},
71 booktitle={2009 15th International Conference on Parallel and Distributed Systems},
80 @inproceedings{Banino-RokkonesBR08,
81 author = {Cyril Banino-Rokkones and
84 title = {Scheduling Techniques for Effective System Reconfiguration
85 in Distributed Storage Systems},
95 TITLE={{Scheduling Parallel Task Graphs on (Almost) Homogeneous
96 Multi-cluster Platforms}},
97 AUTHOR={Dutot, P.-F. and N'takp\'e, T. and Suter, F. and Casanova, H.},
98 JOURNAL={IEEE Transactions on Parallel and Distributed Systems},
107 @article{10.1109/TC.2009.117,
108 author = {Anne Benoit and Loris Marchal and Jean-Francois Pineau and
109 Yves Robert and Frederic Vivien},
110 title = {Scheduling Concurrent Bag-of-Tasks Applications on
111 Heterogeneous Platforms},
112 journal ={IEEE Transactions on Computers},
117 doi = {http://doi.ieeecomputersociety.org/10.1109/TC.2009.117},
118 publisher = {IEEE Computer Society},
119 address = {Los Alamitos, CA, USA},
123 @inproceedings{1476013,
124 author = {Righi, Rodrigo da Rosa and Pilla, La\'{e}rcio Lima and Carissimi, Alexandre and Navaux, Philippe O. A.},
125 title = {Controlling Processes Reassignment in BSP Applications},
126 booktitle = {SBAC-PAD '08: Proceedings of the 2008 20th International Symposium on Computer Architecture and High Performance Computing},
128 isbn = {978-0-7695-3423-7},
130 doi = {http://dx.doi.org/10.1109/SBAC-PAD.2008.16},
131 publisher = {IEEE Computer Society},
132 address = {Washington, DC, USA},
136 @inproceedings{1582179,
137 author = {Righi, Rodrigo da Rosa and Pilla, La\'{e}rcio Lima and Carissimi, Alexandre and Navaux, Philippe and Heiss, Hans-Ulrich},
138 title = {MigBSP: A Novel Migration Model for Bulk-Synchronous Parallel Processes Rescheduling},
139 booktitle = {HPCC '09: Proceedings of the 2009 11th IEEE International Conference on High Performance Computing and Communications},
141 isbn = {978-0-7695-3738-2},
143 doi = {http://dx.doi.org/10.1109/HPCC.2009.54},
144 publisher = {IEEE Computer Society},
145 address = {Washington, DC, USA},
149 @inproceedings{1560782,
150 author = {Rosa Righi, Rodrigo and Pilla, La\'{e}rcio Lima and Carissimi, Alexandre Silva and Navaux, Philippe O. and Heiss, Hans-Ulrich},
151 title = {Applying Processes Rescheduling over Irregular BSP Application},
152 booktitle = {ICCS '09: Proceedings of the 9th International Conference on Computational Science},
154 isbn = {978-3-642-01969-2},
156 location = {Baton Rouge, LA},
157 doi = {http://dx.doi.org/10.1007/978-3-642-01970-8_22},
158 publisher = {Springer-Verlag},
159 address = {Berlin, Heidelberg},
163 @InProceedings{Guermouche_Renard_10,
164 author = {A. Guermouche and H. Renard},
165 booktitle = {19th International Heterogeneity in Computing Workshop},
166 publisher = {IEEE Computer Society Press},
167 title = {A First Step to the Evaluation of SimGrid in the Context of a Complex Application},
172 @InProceedings { VL_Simutools_09,
173 x-invited-conference = {no},
174 title = {Accuracy Study and Improvement of Network Simulation in the SimGrid Framework},
175 x-proceedings = {yes},
176 booktitle = {SIMUTools'09, 2nd International Conference on Simulation Tools and Techniques},
178 x-international-audience = {yes},
179 author = {Velho, Pedro and Legrand, Arnaud},
180 pdf = {http://mescal.imag.fr/membres/arnaud.legrand/articles/simutools09.pdf},
184 @InProceedings{simgrid,
185 author = {Casanova, Henri and Legrand, Arnaud and Quinson, Martin},
186 title = {{SimGrid: a Generic Framework for Large-Scale Distributed Experiments}},
187 booktitle = {10th IEEE International Conference on Computer Modeling and Simulation},
193 @InProceedings{nstools07,
194 title = {Speed and Accuracy of Network Simulation in the SimGrid Framework},
195 author = {Kayo Fujiwara and Henri Casanova},
196 booktitle = {Proceedings of the First International Workshop on Network Simulation Tools (NSTools)},
198 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/fujiwara_nstool2007.pdf},
202 @MastersThesis{msc_kayo,
203 author = {Kayo Fujiwara},
204 title = {Cost and Accuracy of Packet-Level vs. Analytical Network Simulations: An Empirical Study},
205 school = {Dept. of Information and Computer Sciences, University of Hawai`i at Manoa},
208 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/theses/kayo_fujiwara_MS.pdf},
213 @InProceedings{gras-iasted06,
214 title = {Gras: A Research & Development Framework for Grid and P2P Infrastructures},
215 author = {Martin Quinson},
216 booktitle = {18th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS'06)},
218 pdf = {http://www.loria.fr/~quinson/articles/gras-iasted06.pdf},
223 @InProceedings{hpdc06,
224 title = {The SimGrid Project - Simulation and Deployment of Distributed Applications},
225 author = {Arnaud Legrand and Martin Quinson and Kayo Fujiwara and Henri Casanova},
226 booktitle = {Proceedings of the IEEE International Symposium on High Performance Distributed Computing (HPDC-15)},
229 address = {Paris, France},
231 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/simgrid_hpdc06.pdf},
235 @InProceedings{ccgrid03,
236 title = {Scheduling Distributed Applications: the SimGrid Simulation Framework},
237 author = {Henri Casanova and Arnaud Legrand and Loris Marchal},
238 booktitle = {Proceedings of the third IEEE International Symposium on Cluster Computing and the Grid (CCGrid'03)},
240 pdf = {http://www-id.imag.fr/Laboratoire/Membres/Legrand_Arnaud/articles/simgrid2_CCgrid03.pdf},
245 @TechReport{RR2002-40,
246 author = {Henri Casanova and Loris Marchal},
247 title = {A Network Model for Simulation of Grid Application},
248 institution = {LIP, ENS Lyon, France},
250 abstract = {In this work we investigate network models that can be
251 potentially employed in the simulation of scheduling algorithms for
252 distributed computing applications. We seek to develop a model of TCP
253 communication which is both high-level and realistic. Previous research
254 works show that accurate and global modeling of wide-area networks, such
255 as the Internet, faces a number of challenging issues. However, some
256 global models of fairness and bandwidth-sharing exist, and can be link
257 withthe behavior of TCP. Using both previous results and simulation (with
258 NS), we attempt to understand the macroscopic behavior of
259 TCP communications. We then propose a global model of the network for the
260 Grid platform. We perform partial validation of this model in
261 simulation. The model leads to an algorithm for computing
262 bandwidth-sharing. This algorithm can then be implemented as part of Grid
263 application simulations. We provide such an implementation for the
264 SimGrid simulation toolkit.},
265 type = {Research Report},
266 ps = {ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/RR/RR2002/RR2002-40.ps.z},
272 @TechReport{RR2002-28,
273 author = {Arnaud Legrand and Julien Lerouge},
274 title = {MetaSimGrid : Towards realistic scheduling simulation of distributed applications},
275 institution = {LIP, ENS Lyon, France},
277 abstract = {Most scheduling problems are already hard on homogeneous
278 platforms, they become quite intractable in an heterogeneous
279 framework such as a metacomputing grid. In the best cases, a
280 guaranteed heuristic can be found, but most of the time, it is
281 not possible. Real experiments or simulations are often
282 involved to test or to compare heuristics. However, on a
283 distributed heterogeneous platform, such experiments are
284 technically difficult to drive, because of the genuine
285 instability of the platform. It is almost impossible to
286 guarantee that a platform which is not dedicated to the
287 experiment, will remain exactly the same between two tests,
288 thereby forbidding any meaningful comparison. Simulations are
289 then used to replace real experiments, so as to ensure the
290 reproducibility of measured data. A key issue is the
291 possibility to run the simulations against a realistic
292 environment. The main idea of trace-based simulation is to
293 record the platform parameters today, and to simulate the
294 algorithms tomorrow, against the recorded data: even though it
295 is not the current load of the platform, it is realistic,
296 because it represents a fair summary of what happened
297 previously. A good example of a trace-based simulation tool is
298 SimGrid, a toolkit providing a set of core abstractions and
299 functionalities that can be used to easily build simulators for
300 specific application domains and/or computing environment
301 topologies. Nevertheless, SimGrid lacks a number of convenient
302 features to craft simulations of a distributed application
303 where scheduling decisions are not taken by a single
304 process. Furthermore, modeling a complex platform by hand is
305 fastidious for a few hosts and is almost impossible for a real
306 grid. This report is a survey on simulation for scheduling
307 evaluation purposes and present MetaSimGrid, a simulator built
309 type = {Research Report},
310 ps = {ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/RR/RR2002/RR2002-28.ps.gz},
317 @InProceedings{CCGRID.2001,
318 author = {Henri Casanova},
319 title = {Simgrid: A Toolkit for the Simulation of Application Scheduling},
320 booktitle ={Cluster Computing and the Grid, IEEE International Symposium on},
323 abstract = {Advances in hardware and software technologies have made it
324 possible to deploy parallel applications over increasingly large
325 sets of distributed resources. Consequently, the study of
326 scheduling algorithms for such applications has been an active area
327 of research. Given the nature of most scheduling problems one must
328 resort to simulation to effectively evaluate and compare their
329 efficacy over a wide range of scenarios. It has thus become
330 necessary to simulate those algorithms for increasingly complex
331 distributed, dynamic, heterogeneous environments. In this paper we
332 present SimGrid, a simulation toolkit for the study of scheduling
333 algorithms for distributed application. This paper gives the main
334 concepts and models behind SimGrid, describes its API and
335 highlights current implementation issues. We also give some
336 experimental results and describe work that builds on SimGrid's
338 doi = {http://doi.ieeecomputersociety.org/10.1109/CCGRID.2001.923223},
339 publisher = {IEEE Computer Society},
340 address = {Los Alamitos, CA, USA},
345 Address = {Toulouse, France},
346 Author = {Charrier, Ghislain and Caniou, Yves},
347 Booktitle = {19emes Rencontres francophonnes du Parall{\'e}lisme (RenPar'19)},
348 Month = {Septembre 9-11},
349 Title = {Ordonnancement et r{\'e}allocation de t{\^a}ches sur une grille de calcul},
354 @inproceedings{RenparLN09,
355 Address = {Toulouse, France},
356 Author = {Helene Renard},
357 Booktitle = {19emes Rencontres francophonnes du Parall{\'e}lisme (RenPar'19)},
358 Month = {Septembre 9-11},
359 Title = {Comparaisons
360 entre le simulateur SimGrid et une application
361 r{\'e}elle pour {\'e}valuer les algorithmes d'{\'e}quilibre de charge et de
362 redistribution de donn{\'e}es},
363 pdf = {http://www.irit.fr/Toulouse2009/Toulouse2009/papiers/paper10.pdf},
368 @inproceedings{1372508,
369 author = {Bouabache, Fatiha and Herault, Thomas and Fedak, Gilles and Cappello, Franck},
370 title = {Hierarchical Replication Techniques to Ensure Checkpoint Storage Reliability in Grid Environment},
371 booktitle = {CCGRID '08: Proceedings of the 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid},
373 isbn = {978-0-7695-3156-4},
375 doi = {http://dx.doi.org/10.1109/CCGRID.2008.95},
376 publisher = {IEEE Computer Society},
377 address = {Washington, DC, USA},
381 @InProceedings{gallet09,
382 title = {Efficient Scheduling of Task Graph Collections on Heterogeneous Resources},
383 author = {Matthieu Gallet and Loris Marchal and Fr{\'e}d{\'e}ric Vivien},
384 booktitle = {International Parallel and Distributed Processing Symposium (IPDPS'2009)},
389 @InProceedings{Kurt09,
390 title = {Improving The Scalability of SimGrid Using Dynamic Routing},
391 author = {S. De Munck and K. Vanmechelen and J. Broeckhove},
392 booktitle = {Proceedings of ICCS},
397 @InProceedings{benoit08,
398 title = {Offline and online scheduling of concurrent bags-of-tasks on heterogeneous platforms},
399 author = {Anne Benoit and Loris Marchal and Jean-Francois Pineau and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
400 booktitle = {10th Workshop on Advances in Parallel and Distributed Computational Models (APDCM 2008), IEEE Computer Society Press},
405 @InProceedings{Hernandez08,
406 title = {Scheduling DAGs on Grids with Copying and Migration},
407 author = {Israel Hernandez and Murray Cole},
408 booktitle = {Parallel Processing and Applied Mathematics 2007 (PPAM07), LNCS 4967},
411 url = {http://www.springerlink.com/content/l555166254q2778p/?p=754ec30fb8044cce9f3f18dc9f304f4f&pi=107},
415 @InProceedings{Kurt08,
416 title = {Scalability of Grid Simulators : An Evaluation},
417 author = {W. Depoorter and N. De Moor and K. Vanmechelen and J. Broeckhove},
418 booktitle = {Proceedings of Europar 2008, Lecture Notes in Computer Science (LNCS 5168)},
424 @InProceedings{Hunold08,
425 title = {Scheduling Dynamic Workflows onto Clusters of Clusters using Postponing},
426 author = {Sascha Hunold and Thomas Rauber and Fr{\'e}d{\'e}ric Suter},
427 booktitle = {Proceedings of the 3rd International Workshop on Workflow Systems in e-Science (WSES 08)},
428 address= {Lyon, France},
434 @InProceedings{Heien08,
435 title = {Computing Low Latency Batches with Unreliable Workers in Volunteer Computing Environments},
436 author = {Eric Heien and N. Fujimoto and Kenichi Hagihara},
437 booktitle = {PCGrid 2008, Workshop on Volunteer Computing and Desktop Grids},
442 @InProceedings{Hernandez07,
443 title = {Reliable DAG Scheduling with Rewinding and Migration},
444 author = {Israel Hernandez and Murray Cole},
445 booktitle = {First International Conference on Networks for Grid Applications (GridNets07)},
448 url = {http://portal.acm.org/citation.cfm?id=1386610.1386614},
452 @InProceedings{Hernandez07*2,
453 title = {Reactive Grid Scheduling of DAG Applications},
454 author = {I. Hernandez and M. Cole},
455 booktitle = {Parallel and Distributed Computing and Networks},
457 url = {http://www.actapress.com/PaperInfo.aspx?PaperID=29625},
461 @InProceedings{Hunold07,
462 title = {Dynamic Scheduling of Multi-Processor Tasks on Clusters of Clusters},
463 author = {S. Hunold and T. Rauber and G. Rünger},
464 booktitle = {Proceedings of the Sixth International Workshop on Algorithms,
465 Models and Tools for Parallel Computing on Heterogeneous Networks
467 address = {Austin, TX, USA},
473 @InProceedings{Suter07,
474 title = {Scheduling Delta-Critical Tasks in Mixed-Parallel Applications on a National Grid},
475 author = {Fr{\'e}d{\'e}ric Suter},
476 booktitle = {8th IEEE/ACM International Conference on Grid Computing (Grid 2007)},
477 address = {Austin, TX, USA},
484 title = {Brokering strategies in computational grids using stochastic prediction models},
485 author = {Vandy Berten and Bruno Gaujal},
486 journal = {Parallel Computing},
491 url = {http://dev.ulb.ac.be/sched/articles/PARCO.pdf},
495 @InProceedings{Ferrandiz07,
496 title = {Managing Scheduling and Replication in the LHC Grid},
497 author = {Thomas Ferrandiz and Vania Marangozova},
498 booktitle = {CoreGrid Workshop on middleware},
504 title = {Simbatch: an API for simulating and predicting the performance of parallel resources and batch systems.},
505 author = {Jean-S{\'e}bastien Gay and Yves Caniou},
506 type = {Research Report},
508 institution = {INRIA},
511 url = {https://hal.inria.fr/inria-00115880},
515 @InProceedings{GayRenpar06,
516 title = {Simbatch : une API pour la simulation et la pr{\'e}diction de performances de syst{\`e}mes batch},
517 author = {Jean-S{\'e}bastien Gay and Yves Caniou},
518 booktitle = {17{\`e}me Rencontres Francophones du Parall{\'e}lisme, des Architectures et des Syst{\`e}mes, RenPar'17},
524 @InProceedings{Vanderster06,
525 title = {Metascheduling Multiple Resource Types using the MMKP},
526 author = {D. Vanderster and N. Dimopoulos and R. Sobie},
527 booktitle = {7th IEEE/ACM International Conference on Grid Computing},
528 address = {Barcelona},
534 @InProceedings{Banino06,
535 title = {Master-Slave Tasking on Asymmetric Networks},
536 author = {Cyril Banino-Rokkones and Olivier Beaumont and Lasse Natvig},
537 booktitle = {Proceedings of 12th International Euro-Par Conference, Euro-Par'06},
541 address = {Dresden, Germany},
545 @InProceedings{Tchimou06,
546 title = {Critical Path and Area Based Scheduling of Parallel Task Graphs on Heterogeneous Platforms},
547 author = {Tchimou N'Takp{\'e} and Fr{\'e}d{\'e}ric Suter},
548 booktitle = {Proceedings of the Twelfth International Conference on Parallel and Distributed Systems (ICPADS)},
549 address = {Minneapolis, MN},
555 @InProceedings{Vanderster06*2,
556 title = {Sensitivity Analysis of Knapsack-based Task Scheduling on the Grid},
557 author = {D.C. Vanderster and N.J. Dimopoulos},
558 booktitle = {Proceedings of The 20th ACM International Conference on Supercomputing},
559 address = {Cairns, Australia},
562 url = {http://portal.acm.org/citation.cfm?id=1183401.1183446&coll=GUIDE&dl=%23url.coll},
566 @InProceedings{Senger06,
567 title = {Hierarchical Scheduling of Independent Tasks with Shared Files},
568 author = {H. Senger and F. Silva and W. Nascimento},
569 booktitle = {Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid Workshop (CCGRIDW'06)},
570 address = {Singapore},
573 url = {http://www.unisantos.br/mestrado/informatica/hermes/File/senger-HierarchicalScheduling-Workshop-TB120.pdf},
577 @InProceedings{Vanderster06*3,
578 title = {Evaluation of Knapsack-based Scheduling using the NPACI JOBLOG},
579 author = {D. Vanderster and N. Dimopoulos and R. Parra-Hernandez and R. Sobie},
580 booktitle = {20th International Symposium on High-Performance Computing in an Advanced Collaborative Environment (HPCS'06)},
581 address = {St. John's, Newfoundland, Canada},
584 url = {http://doi.ieeecomputersociety.org/10.1109/HPCS.2006.23},
588 @InProceedings{Ohsaki05,
589 title = {On Dynamic Resource Management Mechanism using Control Theoretic Approach for Wide-Area Grid Computing},
590 author = {Hiroyuki Ohsaki and Soushi Watanabe and Makoto Imase},
591 booktitle = {Proceedings of IEEE Conference on Control Applications (CCA 2005)},
594 url = {http://www.ispl.jp/~oosaki/papers/Ohsaki05_CCA.pdf},
598 @InProceedings{Caron05,
599 title = {Evaluation of Meta-scheduler Architectures and Task Assignment Policies for high Throughput Computing},
600 author = {Eddy Caron and Vincent Garonne and Andrei Tsaregorodtsev},
601 booktitle = {Proceedings of 4th Internationnal Symposium on Parallel and Distributed Computing Job Scheduling Strategies for Parallel Processing (ISPDC'05)},
604 pdf = {http://www.ens-lyon.fr/LIP/Pub/Rapports/RR/RR2005/RR2005-27.pdf},
608 @InProceedings{Renard05,
609 title = {Algorithmes de redistribution de donn{\'e}es pour anneaux de processeurs h{\'e}t{\'e}rog{\`e}nes},
610 author = {H{\'e}l{\'e}ne Renard and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
611 booktitle = {16i{\`e}me Rencontres Francophones du Parall{\'e}lisme des Architectures et des Syst{\`e}mes},
612 address = {Le Croisic, France},
615 ps = {http://www.polytech.unice.fr/~hrenard/recherche/Renpar16.ps},
619 @InProceedings{Caron04,
620 title = {Deadline Scheduling with Priority for Client-Server Systems on the Grid},
621 author = {Eddy Caron and P. K. Chouhan and Fr{\'e}d{\'e}ric Desprez},
622 booktitle = {IEEE International Conference On Grid Computing. Super Computing 2004},
628 @InProceedings{Caniou04,
629 title = {Efficient Scheduling Heuristics for GridRPC Systems},
630 author = {Yves Caniou and Emmanuel Jeannot},
631 booktitle = {IEEE QoS and Dynamic System workshop (QDS) of International Conference on Parallel and Distributed Systems (ICPADS)},
632 address = {New-Port Beach California, USA},
636 ps = {http://graal.ens-lyon.fr/~ycaniou/QDS04.ps},
640 @InProceedings{Santos04,
641 title = {Exploiting Replication and Data Reuse to Efficiently Schedule Data-intensive Applications on Grids},
642 author = {E. Santos-Neto and W. Cirne and F. Brasileiro and A. Lima},
643 booktitle = {Proceedings of 10th Job Scheduling Strategies for Parallel Processing},
646 pdf = {http://www.lsd.ufcg.edu.br/~elizeu/articles/jsspp.v6.pdf},
650 @InProceedings{Hernandez04,
651 title = {Resource Management and Knapsack Formulations on the Grid},
652 author = {R. Parra-Hernandez and D. Vanderster and N. J. Dimopoulos},
653 booktitle = {Fifth IEEE/ACM International Workshop on Grid Computing (GRID'04)},
655 url = {http://doi.ieeecomputersociety.org/10.1109/GRID.2004.54},
659 @InProceedings{Ferreto04,
660 title = {Scheduling BoT Applications in Grids using a Slave Oriented Adaptive Algorithm.},
661 author = {T. Ferreto and C. A. F. De Rose and C. Northfleet.},
662 booktitle = {Second International Symposium on Parallel and Distributed Processing and Applications (ISPA)},
664 address = {Hong Kong},
668 @InProceedings{Renard04,
669 title = {Data redistribution algorithms for heterogeneous processor rings},
670 author = {H{\'e}l{\'e}ne Renard and Yves Robert and Fr{\'e}d{\'e}ric Vivien},
671 booktitle = {International Conference on High Performance Computing HiPC'2004},
673 pdf = {http://www.polytech.unice.fr/~hrenard/recherche/Hipc.pdf},
677 @InProceedings{Yao03,
678 title = {Link-Contention-Aware Genetic Scheduling Using Task Duplication in Grid Environments},
679 author = {Wensheng Yao and Xiao Xie and Jinyuan You},
680 booktitle = {Grid and Cooperative Computing: Second International Workshop, GCC 2003},
681 address = {Shanghai, China},
684 pdf = {http://www.chinagrid.edu.cn/chinagrid/download/GCC2003/pdf/266.pdf},
688 @InProceedings{caniou03,
689 title = {New Dynamic Heuristics in the Client-Agent-Server Model},
690 author = {Yves Caniou and Emmanuel Jeannot},
691 booktitle = {IEEE 13th Heteregeneous Computing Workshop - HCW'03},
692 address = {Nice, France},
695 ps = {http://graal.ens-lyon.fr/~ycaniou/HCW03.ps},
699 @InProceedings{caron03,
700 title = {A Hierarchical Resource Reservation Algorithm for Network Enabled Servers},
701 author = {Eddy Caron and Fr{\'e}d{\'e}ric Desprez and Franck Petit and V. Villain},
702 booktitle = {17th International Parallel and Distributed Processing Symposium -- IPDPS'03},
703 address = {Nice - France},
717 @InProceedings{Bertin08,
718 title = {Toward a Fully Decentralized Algorithm for Multiple Bag-of-tasks Application Scheduling on Grids},
719 author = {R{\'e}mi Bertin and Arnaud Legrand and Corinne Touati},
720 booktitle = {IEEE/ACM International Conference on Grid Computing (Grid)},
721 address = {Tsukuba, Japan},
726 @InProceedings{Dubois07,
727 title = {Assessing the Quality of Automatically Built Network Representations},
728 author = {Lionel Eyraud-Dubois and Martin Quinson},
729 booktitle = {Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007)},
732 address = {Rio de Janeiro, Brazil},
736 @InProceedings{Tchimou07,
737 title = {A Comparison of Scheduling Approaches for Mixed-Parallel Applications on Heterogeneous Platforms},
738 author = {Tchimou N'takp{\'e} and Fr{\'e}d{\'e}ric Suter and Henri Casanova},
739 booktitle = {6th International Symposium on Parallel and Distributed Computing},
740 address = {Hagenberg, Austria},
746 @InProceedings{Dubois07*2,
747 title = {A First Step Towards Automatically Building Network Representations},
748 author = {Lionel Eyraud-Dubois and Arnaud Legrand and Martin Quinson and Fr{\'e}d{\'e}ric Vivien},
749 booktitle = {12th International Euro-Par Conference},
752 address = {Rennes, France},
757 title = {Centralized Versus Distributed Schedulers Multiple Bag-of-Tasks Applications},
758 author = {Olivier Beaumont and Larry Carter and Jeanne Ferrante and Arnaud Legrand and Loris Marchal and Yves Robert},
759 journal = {IEEE Trans. Parallel Distributed Systems},
764 @InProceedings{Casanova06,
765 title = {On the Harmfulness of Redundant Batch Requests},
766 author = {H. Casanova},
767 booktitle = {Proceedings of the IEEE International Symposium on High Performance Distributed Computing (HPDC-15)},
768 address = {Paris, France},
771 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/hpdc_2006.pdf},
775 @InProceedings{Cardinale06,
776 title = {An evaluation of Job Scheduling Strategies for Divisible Loads on Grid Platforms},
777 author = {Y. Cardinale and H. Casanova},
778 booktitle = {Proceedings of the High Performance Computing & Simulation Conference (HPC&S'06)},
779 address = {Bonn, Germany},
782 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/cardinale_2006.pdf},
786 @InProceedings{Beaumont06,
787 title = {Centralized Versus Distributed Schedulers Multiple Bag-of-Tasks Applications},
788 author = {Olivier Beaumont and Larry Carter and Jeanne Ferrante and Arnaud Legrand and Loris Marchal and Yves Robert},
789 booktitle = {International Parallel and Distributed Processing Symposium IPDPS'2006},
795 title = {Interference-Aware Scheduling},
796 author = {B. Kreaseck and L. Carter and H. Casanova and J. Ferrante and S. Nandy},
797 journal = {International Journal of High Performance Computing Applications (IJHPCA)},
799 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/kreaseck_ijhpca_2005.pdf},
803 @InProceedings{Suter04,
804 title = {From Heterogeneous Task Scheduling to Heterogeneous Mixed Data and Task Parallel Scheduling},
805 author = {F. Suter and V. Boudet and F. Desprez and H. Casanova},
806 booktitle = {Proceedings of Europar, 230--237, (LCNS volume 3149)},
809 address = {Pisa, Italy},
813 @InProceedings{Kreaseck04,
814 title = {On the Interference of Communication on Computation},
815 author = {B. Kreaseck and L. Carter and H. Casanova and J. Ferrante},
816 booktitle = {Proceedings of the workshop on Performance Modeling, Evaluation, and Optimization of Parallel and Distributed Systems},
817 address = {Santa Fe},
820 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/k_pmeo2004.pdf
825 @InProceedings{Yang03,
826 title = {RUMR: Robust Scheduling for Divisible Workloads},
827 author = {Y. Yang and H. Casanova},
828 booktitle = {Proceedings of the 12th IEEE Symposium on High Performance and Distributed Computing (HPDC-12)},
832 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/yang_hpdc2003.pdf},
837 title = {Resource Allocation Strategies for Guided Parameter Space Searches},
838 author = {M. Faerman and A. Birnbaum and F. Berman and H. Casanova},
839 booktitle = {International Journal of High Performance Computing Applications (IJHPCA)},
847 @InProceedings{Faerman02,
848 title = {Resource Allocation for Steerable Parallel Parameter Searches},
849 author = {M. Faerman and A. Birnbaum and H. Casanova and F. Berman},
850 booktitle = {Proceedings of the Grid Computing Workshop},
851 address = {Baltimore},
854 pdf = {http://grail.sdsc.edu/projects/vi_itr/grid02.pdf},
858 @InProceedings{Smallen01,
859 title = {Applying Scheduling and Tuning to On-line Parallel Tomography },
860 author = {Shava Smallen and Henri Casanova and Francine Berman},
861 booktitle = {Proceedings of Supercomputing},
866 @InProceedings{Casanova00,
867 title = {Heuristics for Scheduling Parameter Sweep applications in Grid environments},
868 author = {Henri Casanova and Arnaud Legrand and Dmitrii Zagorodnov and Francine Berman},
869 booktitle = {Proceedings of the 9th Heterogeneous Computing workshop (HCW'2000)},
871 pdf = {http://navet.ics.hawaii.edu/~casanova/homepage/papers/hcw00_pst.pdf}
874 @INPROCEEDINGS{Guermouche_Renard,
875 AUTHOR = {A. Guermouche and H. Renard},
876 BOOKTITLE = {19th International Heterogeneity in Computing Workshop},
877 PUBLISHER = {IEEE Computer Society Press},
878 TITLE = {A First Step to the Evaluation of SimGrid in the Context of a Complex Application},