- (HDR) A. Benoit.
**Scheduling pipelined applications: models, algorithms and complexity.***Habilitation à diriger des recherches,*Ecole Normale Supérieure de Lyon, France, July 2009. [html | pdf] - (PhD) A. Benoit.
**Méthodes et algorithmes pour l'évaluation des performances des systèmes informatiques à grand espace d'états.***Thèse de doctorat, INPG*, Grenoble, France, Juin 2003. [html | pdf]

- G. Aupy, M. Shantharam, A. Benoit, Y. Robert, P. Raghavan.
**Co-scheduling algorithms for high-throughput workload execution.**INRIA Research report RR-8293, May 2013. [html | pdf] - G. Aupy, A. Benoit.
**Approximation algorithms for energy, reliability and makespan optimization problems.**INRIA Research report RR-8107, October 2012. [html | pdf]

- (C65) A. Benoit, J.M. Nicod, V. Rehn-Sonigo.
**Optimizing buffer sizes for pipeline workflow scheduling with setup times**. To appear in*APDCM 2014, held with IPDPS 2014*, Phoenix, USA, May 2014. [pdf]

- (C64) G. Aupy, A. Benoit, T. Hérault, Y. Robert,
J. Dongarra.
**Optimal checkpointing period: time vs. energy**. INRIA Research report RR-8387, October 2013. In*Proceedings of the PMBS Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, held with SC13*, Denver, USA, November 2013. [html | pdf] - (C63) G. Aupy, A. Benoit, T. Hérault, Y. Robert, F. Vivien, D. Zaidouni.
**On the combination of silent error detection and checkpointing.**INRIA Research report RR-8319, June 2013. In*Proceedings of PRDC'2013, the IEEE Pacific Rim International Symposium on Dependable Computing*, Vancouver, Canada, December 2013. [html | pdf] - (C62) A. Benoit, L.-C. Canon, L. Marchal.
**Non-clairvoyant reduction algorithms for heterogeneous platforms.**INRIA Research report RR-8315, June 2013. In*Proceedings of HeteroPar'2013*, in conjunction with Euro-Par 2013, Aachen, Germany, August 2013. [html | pdf] - (C61) G. Aupy, A. Benoit, R. Melhem, P. Renaud-Goud, Y. Robert.
**Energy-aware checkpointing of divisible tasks with soft or hard deadlines.**INRIA Research report RR-8238, February 2013. In*Proceedings of IGCC'2013, the International Green Computing Conference*, Arlington, USA, June 2013. [html | pdf] - (C60) A. Benoit, J. Langguth, B. Uçar.
**Semi-matching algorithms for scheduling parallel tasks under resource constraints.**INRIA Research report RR-8089, Version 3, January 2013. In*Proceedings of PCO'2013, the 3rd Workshop on Parallel Computing and Optimization,*in conjunction with IEEE IPDPS 2013, Boston, USA, May 2013. [html | pdf] - (C59) A. Benoit, L. Marchal, Y. Robert, B. Uçar, F. Vivien.
**Scheduling for large-scale systems.***The Computing Handbook Set, vol. 1*, Chapman and Hall/CRC Press, 2013. To appear. [pdf]

- (J30) A. Benoit, R. Melhem, P. Renaud-Goud, Y. Robert.
**Assessing the performance of energy-aware mappings.***Parallel Processing Letters*, 23(2):1340003, 2013. Available online at http://dx.doi.org/10.1142/S0129626413400033. - (J29) A. Benoit, M. Gallet, B. Gaujal, Y. Robert.
**Computing the throughput of probabilistic and replicated streaming applications.**To appear in*Algorithmica*, 2013. Springer. INRIA Research report RR-7510, January 2011. [html | pdf]. Available online at http://dx.doi.org/10.1007/s00453-013-9768-1. - (J28) A. Benoit, F. Dufossé, A. Girault, Y. Robert.
**Reliability and performance optimization of pipelined real-time systems.***Journal of Parallel and Distributed Computing (JPDC)*, 73(6):851-865, 2013. Elsevier. INRIA Research report RR-7509, January 2011. [html | pdf]. Available online at http://dx.doi.org/10.1016/j.jpdc.2013.02.009. - (J27) A. Benoit, A. Dobrila, J.M. Nicod, L. Philippe.
**Scheduling linear chain streaming applications on heterogeneous systems with failures.***Future Generation Computer Systems*, 29(5):1140-1151, 2013. Elsevier. Available online at http://dx.doi.org/10.1016/j.future.2012.12.015.

- (C58) G. Aupy, A. Benoit, Y. Robert.
**Energy-aware scheduling under reliability and makespan constraints.**INRIA Research report RR-7757, Version 3, February 2012. In*Proceedings of HiPC 2012, the 19th Annual International Conference on High Performance Computing,*Pune, India, December 2012. [html | pdf] - (C57) A. Benoit, M. Coqblin, J.M. Nicod, L. Philippe, V. Rehn-Sonigo.
**Throughput optimization for pipeline workflow scheduling with setup times.**INRIA Research report RR-7886, Version 2, June 2012. In*Proceedings of CGWS 2012, the CoreGRID/ERCIM Workshop on Grids, Clouds and P2P Computing, in conjunction with EuroPar 2012,*Rhodes Island, Greece, August 2012. [html | pdf] - (C56) A. Benoit, R. Melhem, P. Renaud-Goud, Y. Robert.
**Power-aware Manhattan routing on chip multiprocessors.**INRIA Research report RR-7752, October 2011. In*Proceedings of IPDPS'2012, the 26th IEEE Int. Parallel and Distributed Processing Symposium,*Shanghai, China, May 2012. [html | pdf] - (C55) A. Benoit, H. Larchevêque, P. Renaud-Goud.
**Optimal algorithms and approximation algorithms for replica placement with distance constraints in tree networks.**INRIA Research report RR-7750, September 2011. In*Proceedings of IPDPS'2012, the 26th IEEE Int. Parallel and Distributed Processing Symposium,*Shanghai, China, May 2012. [html | pdf]

- (J26) A. Benoit, U. Catalyurek, Y. Robert, E. Saule.
**A Survey of Pipelined Workflow Scheduling: Models and Algorithms.***ACM Computing Surveys (CSUR)*, 45(4), August 2013. Available online at http://dx.doi.org/10.1145/2501654.2501664. Research report RR-LIP-2010-28, Version 2, September 2011. [html | pdf] - (J25) A. Benoit, Y. Robert, A. Rosenberg, F. Vivien.
**Static Strategies for Worksharing with Unrecoverable Interruptions.***Theory of Computing Systems*, 53:386-423, 2013. Available online at http://dx.doi.org/10.1007/s00224-012-9426-z, October 2012. Research report RR-LIP-2010-18, May 2010. [pdf] - (J24) G. Aupy, A. Benoit, F. Dufossé, Y. Robert.
**Reclaiming the energy of a schedule: models and algorithms.***Concurrency and Computation: Practice and Experience*, 25:1505-1523, 2013. Available online at http://dx.doi.org/10.1002/cpe.2889, July 2012.

- (C54) A. Benoit, R. Melhem, P. Renaud-Goud, Y. Robert.
**Energy-aware mappings of series-parallel workflows onto chip multiprocessors.**INRIA Research report RR-7521, April 2011 (version 2). In*Proceedings of ICPP'2011, the 40th Int. Conf. on Parallel Processing,*Taipei, Taiwan, September 2011. [html | pdf] - (C53) A. Benoit, P. Renaud-Goud, Y. Robert.
**On the performance of greedy algorithms for energy minimization.**Research report RR-LIP-2010-27, September 2011 (version 2). In*Proceedings of ICPP'2011, the 40th Int. Conf. on Parallel Processing,*Taipei, Taiwan, September 2011. [html | pdf] - (C52) A. Benoit, A. Dobrila, J.M. Nicod, L. Philippe.
**Workload balancing and throughput optimization for heterogeneous systems subject to failures.**INRIA Research report RR-7532, February 2011. In*Proceedings of EuroPar'2011,*Bordeaux, France, September 2011. [html | pdf] - (C51) G. Aupy, A. Benoit, F. Dufossé, Y. Robert.
**Reclaiming the energy of a schedule: models and algorithms.**INRIA Research report RR-7598, April 2011. Brief announcement, in*Proceedings of SPAA'2011, the 23rd ACM Symposium on Parallelism in Algorithms and Architectures,*San Jose, California, USA, June 2011. [html | pdf] - (C50) A. Benoit, P. Renaud-Goud, Y. Robert.
**Power-aware replica placement and update strategies in tree networks.**Research report RR-LIP-2010-29 (second version), January 2011. In*Proceedings of IPDPS'2011, the 25th IEEE Int. Parallel and Distributed Processing Symposium,*Anchorage, USA, May 2011. [html | pdf]

- (J23) A. Benoit, P. Renaud-Goud, Y. Robert.
**Models and complexity results for performance and energy optimization of concurrent streaming applications.***International Journal of High Performance Computing Applications (IJHPCA)*, 25(3):261-273, 2011. Available online at http://dx.doi.org/10.1177/1094342011414742, July 2011. INRIA Research report RR-7589, April 2011. [html | pdf] - (J22) A. Benoit, L.-C. Canon, E. Jeannot, Y. Robert.
**Reliability of task graph schedules with transient and fail-stop failures: complexity and algorithms.***Journal of Scheduling*, 15(5):615-627, 2012. Springer. Available online at http://dx.doi.org/10.1007/s10951-011-0236-y, May 2011. Research report RR-LIP-2010-01, January 2010. [html | pdf] - (J21) A. Benoit, H. L. Bouziane, Y. Robert.
**Optimizing the reliability of streaming applications under throughput constraints.***International Journal of Parallel Programming (IJPP)*, 39(5):584-614, 2011. Springer. Special issue of ISPDC'2010 (see C45). Available online at http://dx.doi.org/10.1007/s10766-011-0165-6, March 2011.

- (C49) A. Benoit, H. L. Bouziane, Y. Robert.
**Assessing general mappings for period/reliability optimization of streaming applications.**Research report RR-LIP-2010-20, July 2010. In*Proceedings of ICPADS'2010, the 16th IEEE Int. Conf. on Parallel and Distributed Systems*, Shanghai, China, December 2010. [pdf] - (C48) A. Benoit, P. Renaud-Goud, Y. Robert.
**Sharing resources for performance and energy optimization of concurrent streaming applications.**Research report RR-LIP-2010-05, February 2010. In*Proceedings of SBAC-PAD'2010, the 22nd Int. Symp. on Computer Architecture and High Performance Computing*, Petropolis, Brazil, October 2010. [pdf] - (C47) A. Benoit, L. Marchal, Y. Robert, O. Sinnen.
**Mapping pipelined applications with replication to increase throughput and reliability.**Research report RR-LIP-2009-28, September 2009. In*Proceedings of SBAC-PAD'2010, the 22nd Int. Symp. on Computer Architecture and High Performance Computing*, Petropolis, Brazil, October 2010. [pdf] - (C46) A. Benoit, F. Dufossé, A. Girault, Y. Robert.
**Reliability and performance optimization of pipelined real-time systems.**Research report RR-LIP-2009-35, December 2009. In*Proceedings of ICPP'2010, the 39th Int. Conf. on Parallel Processing*, San Diego, USA, September 2010. [pdf] - (C45) A. Benoit, H. L. Bouziane, Y. Robert.
**Optimizing the reliability of pipelined applications under throughput constraints.**Research report RR-LIP-2010-06, February 2010. In*Proceedings of ISPDC'2010, the 9th Int. Symposium on Parallel and Distributed Computing*, Istanbul, Turkey, July 2010. Best paper award. [pdf] - (C44) A. Benoit, F. Dufossé, M. Gallet, B. Gaujal, Y. Robert.
**Computing the throughput of probabilistic and replicated streaming applications.**Research report RR-LIP-2010-03, January 2010. In*Proceedings of SPAA'2010, the 22nd ACM Symposium on Parallelism in Algorithms and Architectures*, Santorini, Greece, June 2010. [pdf] - (C43) A. Benoit, A. Dobrila, J.M. Nicod, L. Philippe.
**Throughput optimization for micro-factories subject to task and machine failures.**INRIA research report RR-7479. In*Proceedings of APDCM'2010, the 12th Workshop on Advances in Parallel and Distributed Computational Models*, in conjunction with IPDPS'2010, Atlanta, USA, April 2010. [pdf] - (C42) A. Benoit, P. Renaud-Goud, Y. Robert.
**Performance and energy optimization of concurrent pipelined applications.**Research report RR-LIP-2009-27. In*Proceedings of IPDPS'2010, the 24th IEEE Int. Parallel and Distributed Processing Symposium*, Atlanta, USA, April 2010. [pdf] - (C41) K. Agrawal, A. Benoit, L. Magnan, Y. Robert.
**Scheduling algorithms for workflow optimization.**Research report RR-LIP-2009-22. In*Proceedings of IPDPS'2010, the 24th IEEE Int. Parallel and Distributed Processing Symposium*, Atlanta, USA, April 2010. [pdf]

- (J20) A. Benoit, A. Dobrila, J.M. Nicod, L. Philippe.
**Mapping workflow applications with types on heterogeneous specialized platforms.***Parallel Computing (ParCo)*, 37(8):410-427, 2011. Elsevier. Special issue of ISPDC'2009 (see C30). Available online at http://dx.doi.org/10.1016/j.parco.2010.12.001, December 2010. - (J19) K. Agrawal, A. Benoit, F. Dufossé, Y. Robert.
**Mapping filtering streaming applications.***Algorithmica*, 62(1):258-308, 2012. Springer. Available online at http://dx.doi.org/10.1007/s00453-010-9453-6, September 2010. - (J18) A. Benoit, H. Casanova, V. Rehn-Sonigo, Y. Robert.
**Resource allocation strategies for multiple concurrent in-network stream processing applications.***Parallel Computing (ParCo)*, 37(8):331-348, 2011. Elsevier. Special issue of HeteroPar'2009 (see C37). Available online at http://dx.doi.org/10.1016/j.parco.2010.09.005, October 2010. - (J17) A. Benoit, Y. Robert, A. Rosenberg, F. Vivien.
**Static worksharing strategies for heterogeneous computers with unrecoverable interruptions.***Parallel Computing (ParCo)*, 37(8):365-378, 2011. Elsevier. Special issue of HeteroPar'2009 (see C38). Available online at http://dx.doi.org/10.1016/j.parco.2010.03.001, March 2010. - (J16) A. Benoit, H. Casanova, V. Rehn-Sonigo, Y. Robert.
**Resource allocation strategies for constructive in-network stream processing.***International Journal of Foundations of Computer Science (IJFCS)*, 22(3):621-638, 2011. World Scientific Publishing Company. Special issue of APDCM'2009 (see C28). Available online at http://dx.doi.org/10.1142/S012905411100826X, April 2011.

- (C40) A. Benoit, L. Marchal, Y. Robert, F. Vivien.
**Algorithms and scheduling techniques for clusters and grids.**In*Advances in Parallel Computing, Vol. 18: High Speed and Large Scale Scientific Computing.*Editors: W. Gentzsch, L. Grandinetti and G. Joubert, pp. 27-51, IOS Press, 2009. [html] - (C39) Y. Gu, Q. Wu, A. Benoit, Y. Robert.
**Optimizing End-to-end Performance of Distributed Applications with Linear Computing Pipelines.**In*Proceedings of ICPADS'09, the 15th IEEE Int. Conf. on Parallel and Distributed Systems*, Shenzhen, China, December 2009. - (C38) A. Benoit, Y. Robert, A. Rosenberg, F. Vivien.
**Static Worksharing Strategies for Heterogeneous Computers with Unrecoverable Failures.**Research report RR-LIP-2009-23. In*Proceedings of HeteroPar'2009, the 7th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms*, Delft, The Netherlands, August 2009. [pdf] - (C37) A. Benoit, H. Casanova, V. Rehn-Sonigo, Y. Robert.
**Resource allocation for multiple concurrent in-network stream-processing applications.**Research report RR-LIP-2009-07. In*Proceedings of HeteroPar'2009, the 7th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms*, Delft, The Netherlands, August 2009. Best paper award of the HeteroPar'2009 workshop. [pdf] - (C36) Y. Gu, Q. Wu, A. Benoit, Y. Robert.
**Complexity Analysis and Algorithmic Design for Pipeline Configuration in Distributed Networks.**Brief announcement in*Proceedings of PODC'09, the 28th ACM Symposium on Principles of Distributed Computing*, Calgary, Canada, August 2009. - (C35) A. Benoit, M. Hakem, Y. Robert.
**Optimizing the Latency of Streaming Applications under Throughput and Reliability Constraints.**Research report RR-LIP-2009-13, April 2009. In*Proceedings of ICPP'09, the 38th Int. Conf. on Parallel Processing*, Vienna, Austria, September 2009. [pdf] - (C34) A. Benoit, M. Gallet, B. Gaujal, Y. Robert.
**Computing the throughput of replicated workflows on heterogeneous platforms.**Research report RR-LIP-2009-08, February 2009. In*Proceedings of ICPP'09, the 38th Int. Conf. on Parallel Processing*, Vienna, Austria, September 2009. [pdf] - (C33) A. Benoit.
**Comparison of Access Policies for Replica Placement in Tree Networks.**Research report RR-LIP-2009-12, April 2009. In*Proceedings of EuroPar'09*, Delft, The Netherlands, August 2009. [pdf] - (C32) K. Agrawal, A. Benoit, F. Dufossé, Y. Robert.
**Mapping Filtering Streaming Applications with Communication Costs.**Research report RR-LIP-2009-06, February 2009. In*Proceedings of SPAA'09, the 21st ACM Symposium on Parallelism in Algorithms and Architectures*, Calgary, Canada, August 2009. [pdf] - (C31) A. Benoit, Y. Robert.
**Multi-criteria Mapping Techniques for Pipeline Workflows on Heterogeneous Platforms.**In*Recent developments in Grid Technology and Applications.*Editors: G.A. Gravvanis et al, pp. 65-99, Nova Science Publishers, 2009. - (C30) A. Benoit, A. Dobrila, J.M. Nicod, L. Philippe.
**Throughput optimization for micro-factories subject to failures.**Research report RR-LIP-2009-02, January 2009. In*Proceedings of ISPDC'09, the 8th Int. Symposium on Parallel and Distributed Computing*, Lisbon, Portugal, July 2009. [pdf]

- (J15) A. Benoit, M. Hakem, Y. Robert.
**Multi-criteria scheduling of precedence task graphs on heterogeneous platforms.***The Computer Journal*, 53(6):772-785, 2010 (First published online: July 2009). - (J14) A. Benoit, Y. Robert, E. Thierry.
**On the complexity of mapping linear chain applications onto heterogeneous platforms.**Research report RR-LIP-2008-32, October 2008.*Parallel Processing Letters (PPL)*, 19(3):383-397, 2009. [pdf] - (J13) A. Benoit, L. Marchal, J.F. Pineau, Y. Robert, F. Vivien.
**Offline and online scheduling of concurrent bags-of-tasks applications on heterogeneous platforms.***IEEE Transactions on Computers (TC)*, 59(2):202-217, February 2010. - (J12) A. Benoit, H. Kosch, V. Rehn-Sonigo, Y. Robert.
**Multi-criteria scheduling of pipeline workflows (and application to the JPEG encoder).***International Journal of High Performance Computing Applications (IJHPCA)*, 23:171-187, 2009. - (J11) A. Benoit, M. Hakem, Y. Robert.
**Contention awareness and fault tolerant scheduling for precedence constrained tasks in heterogeneous systems.***Parallel Computing (ParCo)*, 35(2):83-108, Elsevier, 2009.

- (R6) A. Benoit, L. Marchal, Y. Robert.
**Who needs a scheduler?**Research report RR-LIP-2008-34, October 2008. [pdf] - (R5) A. Benoit, M. Hakem, Y. Robert.
**Iso-Level CAFT: How to Tackle the Combination of Communication Overhead Reduction and Fault Tolerance Scheduling.**Research report RR-LIP-2008-25, July 2008. [pdf] - (R4) A. Benoit, F. Dufossé, Y. Robert.
**Mapping Filter Services on Heterogeneous Platforms.**Research report RR-LIP-2008-19, June 2008. [pdf]

- (C29) A. Benoit, F. Dufossé, Y. Robert.
**Filter placement on a pipelined architecture.**In*Proceedings of APDCM'2009, the 11th Workshop on Advances in Parallel and Distributed Computational Models*, Roma, Italy, May 2009. - (C28) A. Benoit, H. Casanova, V. Rehn-Sonigo, Y. Robert.
**Resource Allocation Strategies for In-Network Stream Processing.**Research report RR-LIP-2008-20, June 2008. In*Proceedings of APDCM'2009, the 11th Workshop on Advances in Parallel and Distributed Computational Models*, Roma, Italy, May 2009. [pdf] - (C27) A. Benoit, L. Marchal, J.F. Pineau, Y. Robert, F. Vivien.
**Resource-aware allocation strategies for divisible loads on large-scale systems.**In*Proceedings of HCW'2009, the 18th IEEE Int. Heterogeneity in Computing Workshop*, Roma, Italy, May 2009. - (C26) A. Benoit, F. Dufossé, Y. Robert.
**On the Complexity of Mapping Pipelined Filtering Services on Heterogeneous Platforms.**Research report RR-LIP-2008-30, October 2008. In*Proceedings of IPDPS'2009, the 23th IEEE Int. Parallel and Distributed Processing Symposium*, Roma, Italy, May 2009. [pdf] - (C25) A. Benoit, Y. Robert, A. Rosenberg, F. Vivien.
**Static Strategies for Worksharing with Unrecoverable Interruptions.**Research report RR-LIP-2008-29, October 2008. In*Proceedings of IPDPS'2009, the 23th IEEE Int. Parallel and Distributed Processing Symposium*, Roma, Italy, May 2009. [pdf] - (C24) K. Agrawal, A. Benoit, Y. Robert.
**Mapping Linear Workflows with Computation/Communication Overlap.**Research report RR-LIP-2008-21, June 2008. In*Proceedings of ICPADS'08, the 14th IEEE Int. Conf. on Parallel and Distributed Systems*, Melbourne, Australia, December 2008. [pdf] - (C23) A. Benoit, M. Hakem, Y. Robert.
**Realistic models and efficient algorithms for fault tolerant scheduling on heterogeneous platforms.**Research report RR-LIP-2008-09, January 2008. In*Proceedings of ICPP'08, the 37th Int. Conf. on Parallel Processing*, Portland, USA, September 2008. [pdf] - (C22) A. Benoit, M. Hakem, Y. Robert.
**Fault tolerant scheduling of precedence task graphs on heterogeneous platforms.**Research report RR-LIP-2008-03, January 2008. In*Proceedings of APDCM'08, the 10th Workshop on Advances in Parallel and Distributed Computational Models*, Miami, USA, April 2008. [pdf] - (C21) A. Benoit, H. Kosch, V. Rehn-Sonigo, Y. Robert.
**Bi-criteria pipeline mappings for parallel image processing.**Research report RR-LIP-2008-02, January 2008. In*Proceedings of the International Conference on Computational Science (ICCS 2008)*, LNCS Springer, Krakow, Poland, June 2008. [pdf] - (C20) A. Benoit, L. Marchal, J.F. Pineau, Y. Robert, F. Vivien.
**Offline and online scheduling of concurrent bags-of-tasks on heterogeneous platforms.**Research report RR-LIP-2007-48, December 2007. In*Proceedings of APDCM'08, the 10th Workshop on Advances in Parallel and Distributed Computational Models*, Miami, USA, April 2008. [pdf] - (C19) A. Benoit, V. Rehn-Sonigo, Y. Robert.
**Optimizing latency and reliability of pipeline workflow applications.**Research report RR-LIP-2007-43, November 2007. Updated version RR-LIP-2008-12, March 2008. In*Proceedings of HCW'08, the 17th Int. Heterogeneity in Computing Workshop*, Miami, USA, April 2008. [pdf]

- (J10) A. Benoit, Y. Robert.
**Complexity results for throughput and latency optimization of replicated and data-parallel workflows.**Algorithmica, 57(4):689-724, Springer, August 2010 (online since October 2008). - (J9) A. Benoit, Y. Robert.
**Mapping pipeline skeletons onto heterogeneous platforms.**Journal of Parallel and Distributed Computing (JPDC), 68(6):790-808, Elsevier, 2008. - (J8) A. Benoit, V. Rehn-Sonigo, Y. Robert.
**Replica placement and access policies in tree networks.**IEEE Transactions on Parallel and Distributed Systems (TPDS), 19(12):1614-1627, 2008.

- (C18) A. Benoit, V. Rehn-Sonigo, Y. Robert.
**Multi-criteria scheduling of pipeline workflows.**Research report RR-LIP-2007-32, June 2007. In*Proceedings of HeteroPar'07, the 6th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks*, Austin, USA, September 2007. [pdf] - (C17) A. Benoit, Y. Robert.
**Complexity results for throughput and latency optimization of replicated and data-parallel workflows.**Research report RR-LIP-2007-12, March 2007. In*Proceedings of HeteroPar'07, the 6th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks*, Austin, USA, September 2007. [pdf] - (C16) A. Benoit, V. Rehn, Y. Robert.
**Impact of QoS on replica placement in tree networks.**Research report RR-LIP-2006-48, December 2006. In Y. Shi, D. van Albada, J. Dongarra and P. Sloot, editors,*The International Conference on Computational Science (ICCS 2007)*, LNCS vol. 4487, pages 366-373. Springer, 2007. [html | pdf] - (C15) A. Benoit, Y. Robert.
**Mapping pipeline skeletons onto heterogeneous platforms.**Research report RR-LIP-2006-40, November 2006. Updated version RR-LIP-2007-05, January 2007. In Y. Shi, D. van Albada, J. Dongarra and P. Sloot, editors,*The International Conference on Computational Science (ICCS 2007)*, LNCS vol. 4487, pages 591-598. Springer, 2007. [html | pdf] - (C14) A. Benoit, V. Rehn, Y. Robert.
**Strategies for replica placement in tree networks.**Research report RR-LIP-2006-30, November 2006. In*Proceedings of HCW'2007, the 16th Heterogeneity in Computing Workshop*, Long Beach, California, USA, March 2007. [html | pdf] - (C13) M. Aldinucci and A. Benoit.
**Towards the Automatic Mapping of ASSIST applications for the Grid.**CoreGRID Integration Workshop, University of Pisa, Italy, November 2005. [pdf] - (R3) M. Aldinucci and A. Benoit.
**Automatic Mapping of ASSIST applications using process algebra.**CoreGRID CoreGRID technical report TR-0016, October 2005. [pdf]

- (C12) A. Benoit, M. Cole, J. Hillston and S. Gilmore.
**Flexible Skeletal Programming with eSkel.**In*Proceedings of the 11th International Euro-Par Conference*, Lisbon, Portugal. LNCS Volume 3648, Pages 761-770. Springer Verlag. August 2005. [html | pdf] - (C11) A. Benoit, M. Cole, J. Hillston and S. Gilmore.
**Using eSkel to implement the multiple baseline stereo application.**ParCo 2005. Malaga, Spain, September 2005. [pdf] - (C10) A. Benoit, J. Chick.
**Computer Simulation of the Acoustic Impedance of Modern Orchestra Horns.**ParCo 2005. Malaga, Spain, September 2005. - (C9) J. Duennweber, A. Benoit, M. Cole, S. Gorlatch.
**Native Services for Grid Applications.**ParCo 2005. Malaga, Spain, September 2005. [pdf] - (R2) J. Duennweber, S. Gorlatch, A. Benoit and M. Cole.
**Component-based grid programming. A case study on wavelets.**HPC-Europa report, April 2005. [pdf] - (C8)(J7) M. Aldinucci and A. Benoit.
**Automatic mapping of ASSIST applications using process algebra.**HLPP 2005. Warwick University, Coventry, United Kingdom, July 2005. [pdf]

Extended and revised version in*Parallel Processing Letters (PPL)*, 18:1(175-188), 2008. [html] - (C7) A. Benoit and M. Cole.
**Two fundamental concepts in skeletal parallel programming.**In V. Sunderam, D. van Albada, P. Sloot, and J. Dongarra, editors,*The International Conference on Computational Science (ICCS 2005), Part II*, LNCS 3515, pages 764-771. Springer Verlag, 2005. [html | pdf] - (C6) A. Benoit, M. Cole, S. Gilmore and J. Hillston.
**Enhancing the effective utilisation of Grid clusters by exploiting on-line performability analysis.**Proceedings of CCGrid workshop "1st International Workshop on Grid Performability", Cardiff, Wales, May 2005. [pdf] - (C5) A. Benoit, M. Cole, S. Gilmore et J. Hillston.
**Analyse quantitative de programmes applicatifs à base de squelettes algorithmiques.***Seizièmes journée francophones des langages applicatifs JFLA 2005*, Mars 2005. [pdf] - (C4) A. Benoit, M. Cole, S. Gilmore and J. Hillston.
**Evaluating the performance of skeleton-based high level parallel programs.**In M. Bubak, D. van Albada, P. Sloot and J. Dongarra, editors,*The International Conference on Computational Science (ICCS 2004), Part III*, LNCS, pages 299-306. Springer Verlag, 2004. [html | pdf] - (J4) A. Benoit, M. Cole, S. Gilmore and J. Hillston.
**Evaluating the performance of pipeline-structured parallel programs with skeletons and process algebra.**Special issue of*Scalable Computing: Practice and Experience SCPE*on Practical Aspects of High-level Parallel Programming PAPP 2004, 6(4):1-16. December 2005. [html | pdf] - (J3) A. Benoit, M. Cole, S. Gilmore and J. Hillston.
**Scheduling skeleton-based grid applications using PEPA and NWS.***The Computer Journal*, Special issue on Grid Performability Modelling and Measurement, 2005 48(3):369-378. [html | pdf]

- (C3) A. Benoit, L. Brenner, P. Fernandes, B. Plateau and W.J. Stewart.
**The PEPS Software Tool.**In P. Kemper, W.H. Sanders (eds),*13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation TOOLS 2003*, LNCS 2794 pages 98-115, Urbana, Illinois, USA, September 2003. [html | pdf] - (C2) A. Benoit, L. Brenner, P. Fernandes and B. Plateau.
**Aggregation of Stochastic Automata Networks with replicas.**In A.N. Langville, W.J.Stewart (eds),*4th International Conference on the Numerical Solution of Markov Chains NSMC'03*, pages 145-166, Urbana, Illinois, USA, September 2003. [pdf] - (J2) A. Benoit, L. Brenner, P. Fernandes and B. Plateau.
**Aggregation of Stochastic Automata Networks with replicas.***Linear Algebra and its Applications (LAA)*, 386:111-136, July 2004. [html | pdf] - (J5) A. Benoit, B. Plateau et W.J.Stewart.
**Réseaux d'automates stochastiques à temps discret.***Revue des sciences et technologies de l'information, Technique et science informatiques*, Volume 24/2-3 -2005, "Evaluation de Performances", Pages 229-248, 2005.*Suite au 8ème atelier d'évaluation des performances AEP8*, Reims, France, Mai 2003. [html | pdf] - (C1) A. Benoit, B. Plateau and W.J. Stewart.
**Memory-efficient Kronecker algorithms with applications to the modelling of parallel systems.***Proceedings of the International Workshop on Performance Modelling, Evaluation, and Optimization of Parallel and Distributed Systems (PMEO-PDS'03), at the International Parallel and Distributed Processing Symposium (IPDPS'03).*IEEE Computer Society Press, Nice, France, April 2003. [html | pdf] - (J6) A. Benoit, B. Plateau and W.J. Stewart.
**Memory-efficient Kronecker algorithms with applications to the modelling of parallel systems.***Future Generation Computer Systems (FGCS)*, special issue on System Performance Analysis and Evaluation, 22(7):838-847, August 2006. [html | pdf] - (J1) A. Benoit, P. Fernandes, B. Plateau and W.J. Stewart.
**On the Benefits of Using Functional Transitions in Kronecker Modelling.***Performance Evaluation*, 58(4):367-390, Elsevier Science, December 2004. [html | pdf] - (R1) A. Benoit, B. Plateau and W.J. Stewart.
**Memory Efficient Iterative Methods for Stochastic Automata Networks.**Technical report,*Rapport de recherche INRIA n. 4259*, INRIA, France, September 2001. [html | pdf]

E-Mail: Anne.Benoit at ens-lyon.fr | Last modified: April 4, 2014 |