Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
XML PDF e-pub
PDF e-Pub


Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

  • 1M.-M. Bazm.
    Unified isolation architectures and mechanisms against side channel attacks for decentralized cloud infrastructures, Université de Nantes (UNAM), July 2019.
    https://hal.inria.fr/tel-02417362
  • 2T. L. Nguyen.
    Fast delivery of virtual machines and containers : understanding and optimizing the boot operation, Ecole nationale supérieure Mines-Télécom Atlantique, September 2019.
    https://tel.archives-ouvertes.fr/tel-02418752

Articles in International Peer-Reviewed Journals

  • 3E. Ahvar, A.-C. Orgerie, A. Lebre.
    Estimating Energy Consumption of Cloud, Fog and Edge Computing Infrastructures, in: IEEE Transactions on Sustainable Computing, April 2019, pp. 1-12. [ DOI : 10.1109/TSUSC.2019.2905900 ]
    https://hal.archives-ouvertes.fr/hal-02083080
  • 4O. Beaumont, T. Lambert, L. Marchal, B. Thomas.
    Performance Analysis and Optimality Results for Data-Locality Aware Tasks Scheduling with Replicated Inputs, in: Future Generation Computer Systems, October 2019, pp. 1-28. [ DOI : 10.1016/j.future.2019.08.024 ]
    https://hal.inria.fr/hal-02275473
  • 5B. Confais, B. Parrein, A. Lebre.
    Data Location Management Protocol for Object Stores in a Fog Computing Infrastructure, in: IEEE Transactions on Network and Service Management, July 2019, pp. 1-14. [ DOI : 10.1109/TNSM.2019.2929823 ]
    https://hal.archives-ouvertes.fr/hal-02190125
  • 6T.-D. Phan, G. Pallez, S. Ibrahim, P. Raghavan.
    A New Framework for Evaluating Straggler Detection Mechanisms in MapReduce, in: ACM Transactions on Modeling and Performance Evaluation of Computing Systems, April 2019, vol. X, pp. 1-22. [ DOI : 10.1145/3328740 ]
    https://hal.inria.fr/hal-02172590
  • 7S. Wu, H. Chen, H. Jin, S. Ibrahim.
    Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce, in: IEEE transactions on big data, September 2019, pp. 1-15. [ DOI : 10.1109/TBDATA.2019.2943473 ]
    https://hal.inria.fr/hal-02389072
  • 8A. C. Zhou, B. Shen, Y. Xiao, S. Ibrahim, B. He.
    Cost-Aware Partitioning for Efficient Large Graph Processing in Geo-Distributed Datacenters, in: IEEE Transactions on Parallel and Distributed Systems, November 2019, pp. 1-1. [ DOI : 10.1109/TPDS.2019.2955494 ]
    https://hal.inria.fr/hal-02389120

Invited Conferences

  • 9M. Abderrahim, M. Ouzzif, K. Guillouard, J. François, A. Lebre, C. Prud'Homme, X. Lorca.
    Efficient Resource Allocation for Multi-tenant Monitoring of Edge Infrastructures, in: PDP 2019 - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, Pavie, Italy, 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, IEEE, 2019, pp. 1-8. [ DOI : 10.1109/EMPDP.2019.8671621 ]
    https://hal.inria.fr/hal-01987946

International Conferences with Proceedings

  • 10M. Belair, S. Laniepce, J.-M. Menaud.
    Leveraging Kernel Security Mechanisms to Improve Container Security: a Survey, in: IWSECC 2019 - 2nd International Workshop on Security Engineering for Cloud Computing, Canterbury, United Kingdom, August 2019, pp. 1-6. [ DOI : 10.1145/3339252.3340502 ]
    https://hal.inria.fr/hal-02169298
  • 11E. Cadorel, H. Coullon, J.-M. Menaud.
    A workflow scheduling deadline-based heuristic for energy optimization in Cloud, in: GreenCom 2019 - 15th IEEE International Conference on Green Computing and Communications, Atlanta, United States, IEEE, July 2019, pp. 1-10.
    https://hal.inria.fr/hal-02165835
  • 12H. Coullon, C. Jard, D. Lime.
    Integrated Model-checking for the Design of Safe and Efficient Distributed Software Commissioning, in: IFM 2019 - 15th International Conference on integrated Formal Methods, Bergen, Norway, Integrated Formal Methods, December 2019, pp. 120–137.
    https://hal.archives-ouvertes.fr/hal-02323641
  • 13J. Darrous, S. Ibrahim, C. Pérez.
    Is it time to revisit Erasure Coding in Data-intensive clusters?, in: MASCOTS 2019 - 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Rennes, France, IEEE, October 2019, pp. 165-178. [ DOI : 10.1109/MASCOTS.2019.00026 ]
    https://hal.inria.fr/hal-02263116
  • 14J. Darrous, T. Lambert, S. Ibrahim.
    On the Importance of Container Image Placement for Service Provisioning in the Edge, in: ICCCN 2019 - 28th International Conference on Computer Communications and Networks, Valencia, Spain, IEEE, July 2019, pp. 1-9. [ DOI : 10.1109/ICCCN.2019.8846920 ]
    https://hal.inria.fr/hal-02134507
  • 15H. Fan, S. Wu, S. Ibrahim, X. Chen, H. Jin, J. Xiao, H. Guan.
    NCQ-Aware I/O Scheduling for Conventional Solid State Drives, in: IPDPS 2019 - 33rd IEEE International Parallel & Distributed Processing Symposium, Rio de Janeiro, Brazil, IEEE, May 2019, pp. 523-532. [ DOI : 10.1109/IPDPS.2019.00062 ]
    https://hal.inria.fr/hal-02389113
  • 16T. L. Nguyen, R. Nou, A. Lebre.
    YOLO: Speeding up VM and Docker Boot Time by reducing I/O operations, in: EURO-PAR 2019 - European Conference on Parallel Processing, Göttingen, Germany, Springer, August 2019, pp. 273-287. [ DOI : 10.1007/978-3-030-29400-7_20 ]
    https://hal.inria.fr/hal-02172288
  • 17H. Sahli, T. Ledoux, É. Rutten.
    Modeling Self-Adaptive Fog Systems Using Bigraphs, in: FOCLASA 2019 - 17th International Workshop on coordination and Self-Adaptativeness of Sotware applications, Oslo, Norway, September 2019, pp. 1-16.
    https://hal.inria.fr/hal-02271394
  • 18Y. Wang, D. Nörtershäuser, S. Le Masson, J.-M. Menaud.
    An Empirical Study of Power Characterization Approaches for Servers, in: ENERGY 2019 - The Ninth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, Athens, Greece, June 2019, pp. 1-6.
    https://hal.inria.fr/hal-02120589
  • 19Y. Wang, D. Nörtershäuser, S. Le Masson, J.-M. Menaud.
    Experimental Characterization of Variation in Power Consumption for Processors of Different generations, in: GreenCom 2019 - 15th IEEE International Conference on Green Computing and Communications, Atlanta, United States, IEEE, July 2019, pp. 1-9.
    https://hal.inria.fr/hal-02166019
  • 20S. Wu, D. Hu, S. Ibrahim, H. Jin, J. Xiao, F. Chen, H. Liu.
    When FPGA-Accelerator Meets Stream Data Processing in the Edge, in: ICDCS'19 - 39th IEEE International Conference on Distributed Computing Systems, Dallas, United States, IEEE, July 2019, pp. 1818-1829. [ DOI : 10.1109/ICDCS.2019.00180 ]
    https://hal.inria.fr/hal-02389101
  • 21A. C. Zhou, Y. Xiao, B. He, S. Ibrahim, R. Cheng.
    Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows, in: ICPP 2019 - 48th International Conference on Parallel Processing, Kyoto, Japan, ACM Press, August 2019, pp. 1-10. [ DOI : 10.1145/3337821.3337847 ]
    https://hal.inria.fr/hal-02389078

Conferences without Proceedings

  • 22F. Ait Salaht, F. Desprez, A. Lebre, C. Prud'Homme, M. Abderrahim.
    Service Placement in Fog Computing Using Constraint Programming, in: SCC 2019 - IEEE International Conference on Services Computing, Milan, Italy, IEEE, July 2019, pp. 19-27. [ DOI : 10.1109/SCC.2019.00017 ]
    https://hal.archives-ouvertes.fr/hal-02108806
  • 23M. Belair, S. Laniepce, J.-M. Menaud.
    Container interaction with host OS for enhanced security: a survey, in: COMPAS 2019 - Conférence d'informatique en Parallélisme, Architecture et Système, Anglet, France, June 2019.
    https://hal.inria.fr/hal-02165816
  • 24F.-z. Boujdad, A. Gaignard, M. Südholt, W. Garzón-Alfonso, L. D. Benavides Navarro, R. Redon.
    On distributed collaboration for biomedical analyses, in: CCGrid-Life 2019 Workshop on Clusters, Clouds and Grids for Life Sciences, Larnaca, Cyprus, IEEE, May 2019, pp. 1-10. [ DOI : 10.1109/CCGRID.2019.00079 ]
    https://hal.archives-ouvertes.fr/hal-02080463
  • 25D. Saingre, T. Ledoux, J.-M. Menaud.
    BCTMark - Vers un outil pour l’évaluation des performances et du coût énergétique des technologies blockchain, in: COMPAS 2019 - Conférence d'informatique en Parallélisme, Architecture et Système, Anglet, France, June 2019.
    https://hal.inria.fr/hal-02166044

Internal Reports

  • 26F. Ait Salaht, F. Desprez, A. Lebre.
    An overview of service placement problem in Fog and Edge Computing, Univ Lyon, EnsL, UCBL, CNRS, Inria, LIP, LYON, France, October 2019, no RR-9295, pp. 1-43.
    https://hal.inria.fr/hal-02313711
  • 27A. Bauskar, A. da Silva, A. Lebre, C. Mommessin, P. Neyron, Y. Ngoko, Y. Ricordel, D. Trystram, A. Van Kempen.
    Investigating Placement Challenges in Edge Infrastructures through a Common Simulator, DATAMOVE ; STACS ; DAPI IMT Atlantique, July 2019, no RR-9282, pp. 1-16.
    https://hal.inria.fr/hal-02153203
  • 28T. L. Nguyen, R. Nou, A. Lebre.
    YOLO: Speeding up VM Boot Time by reducing I/O operations, Inria, January 2019, no RR-9245, pp. 1-18.
    https://hal.inria.fr/hal-01983626

Scientific Popularization

  • 29J.-C. Bach, A. Beugnard, H. Bruneliere, H. Coullon, F. Lehuédé, G. Massonnet, J. Noyé, G. Simonin.
    Logiciel et Industrie du Futur, Mathématiques et Informatique, Presse des Mines, October 2019, 62 p.
    https://hal.archives-ouvertes.fr/hal-02299214
  • 30D. Espinel Sarmiento, A. Lebre, L. Nussbaum, A. Chari.
    Distributing connectivity management in Cloud-Edge infrastructures : Challenges and approaches, in: COMPAS 2019 - Conférence d'informatique en Parallélisme, Architecture et Système, Anglet, France, June 2019, pp. 1-7.
    https://hal.inria.fr/hal-02133606

Other Publications

  • 31J. Darrous, S. Ibrahim.
    Enabling Data Processing under Erasure Coding in the Fog, August 2019, 1 p, ICPP 2019 - 48th International Conference on Parallel Processing, Poster.
    https://hal.inria.fr/hal-02388835
References in notes
  • 32Akamai Cloudlets, 2018, (Accessed: 2018-03-08).
    http://cloudlets.akamai.com
  • 33Amazon Lambda@Edge, 2018, (Accessed: 2018-03-08).
    https://aws.amazon.com/lambda/edge/
  • 34C. Atkinson, T. Schulze, S. Klingert.
    Facilitating Greener IT through Green Specifications, in: IEEE Software, May 2014, vol. 31, no 3, pp. 56-63.
    http://dx.doi.org/10.1109/MS.2014.19
  • 35F. Baude, D. Caromel, C. Dalmasso, M. Danelutto, V. Getov, L. Henrio, C. Pérez.
    GCM: a grid extension to Fractal for autonomous distributed components, in: annals of telecommunications, 2009, vol. 64, no 1-2, pp. 5-24.
    http://dx.doi.org/10.1007/s12243-008-0068-8
  • 36F. Baude, L. Henrio, C. Ruz.
    Programming distributed and adaptable autonomous components–the GCM/ProActive framework, in: Software: Practice and Experience, May 2014.
    https://hal.inria.fr/hal-01001043
  • 37M.-M. Bazm, M. Lacoste, M. Südholt, J.-M. Menaud.
    Side-Channels Beyond the Cloud Edge : New Isolation Threats and Solutions, in: IEEE International Conference on Cyber Security in Networking (CSNet) 2017, Rio de Janeiro, Brazil, October 2017.
    https://hal.inria.fr/hal-01593144
  • 38G. Blair, T. Coupaye, J.-B. Stefani.
    Component-based architecture: the Fractal initiative, in: Annals of telecommunications, February 2009, vol. 64, no 1, pp. 1–4.
    https://doi.org/10.1007/s12243-009-0086-1
  • 39P. Bodik, R. Griffith, C. Sutton, A. Fox, M. I. Jordan, D. A. Patterson.
    Automatic Exploration of Datacenter Performance Regimes, in: Proceedings of the 1st Workshop on Automated Control for Datacenters and Clouds, New York, NY, USA, ACDC '09, ACM, 2009, pp. 1–6.
    http://doi.acm.org/10.1145/1555271.1555273
  • 40F. Bonomi, R. Milito, J. Zhu, S. Addepalli.
    Fog computing and its role in the internet of things, in: Proceedings of the first edition of the MCC workshop on Mobile cloud computing, ACM, 2012, pp. 13–16.
  • 41F.-z. Boujdad, M. Südholt.
    Constructive Privacy for Shared Genetic Data, in: CLOSER 2018 - 8th International Conference on Cloud Computing and Services Science, Funchal, Madeira, Portugal, Proceedings of CLOSER 2018, March 2018, pp. 1-8.
    https://hal.archives-ouvertes.fr/hal-01692620
  • 42F. Brasileiro, G. Silva, F. Araújo, M. Nóbrega, I. Silva, G. Rocha.
    Fogbow: A Middleware for the Federation of IaaS Clouds, in: The 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), IEEE, 2016, pp. 531–534.
  • 43O. Bračevac, S. Erdweg, G. Salvaneschi, M. Mezini.
    CPL: A Core Language for Cloud Computing, in: Proceedings of the 13th International Conference on Modularity (MODULARITY 2016), ACM Press, 2016, pp. 94–105.
    http://doi.acm.org/10.1145/2889443.2889452
  • 44H. Bruneliere, Z. Al-Shara, F. Alvares, J. Lejeune, T. Ledoux.
    A Model-based Architecture for Autonomic and Heterogeneous Cloud Systems, in: CLOSER 2018 - 8h International Conference on Cloud Computing and Services Science, Funchal, Portugal, March 2018, vol. 1, pp. 201-212, Best Paper Award. [ DOI : 10.5220/0006773002010212 ]
    https://hal.archives-ouvertes.fr/hal-01705248
  • 45E. Bruneton, T. Coupaye, M. Leclercq, V. Quema, J.-B. Stefani.
    An Open Component Model and Its Support in Java, in: Component-Based Software Engineering, Berlin, Heidelberg, I. Crnkovic, J. A. Stafford, H. W. Schmidt, K. Wallnau (editors), Springer Berlin Heidelberg, 2004, pp. 7–22.
  • 46P. Carbone, A. Katsifodimos, S. Ewen, V. Markl, S. Haridi, K. Tzoumas.
    Apache Flink?: Stream and Batch Processing in a Single Engine, in: IEEE Data Eng. Bull., 2015, vol. 38, pp. 28-38.
  • 47V. Cardellini, F. L. Presti, M. Nardelli, G. R. Russo.
    Towards Hierarchical Autonomous Control for Elastic Data Stream Processing in the Fog, in: Euro-Par 2017: Parallel Processing Workshops: Euro-Par 2017 International Workshops, Santiago de Compostela, Spain, August 28-29, 2017, Revised Selected Papers, Springer, 2018, vol. 10659, pp. 106-117.
  • 48F.-C. Chang, H.-C. Huang, H.-M. Hang.
    , Combined Encryption and Watermarking Approaches for Scalable Multimedia CodingK. Aizawa, Y. Nakamura, S. Satoh (editors), Springer Berlin Heidelberg, Berlin, Heidelberg, 2005, pp. 356–363.
  • 49R.-A. Cherrueau, R. Douence, M. Südholt.
    A Language for the Composition of Privacy-Enforcement Techniques, in: IEEE RATSP 2015, The 2015 IEEE International Symposium on Recent Advances of Trust, Security and Privacy in Computing and Communications , Helsinki, Finland, August 2015.
    https://hal.inria.fr/hal-01168303
  • 50R.-A. Cherrueau, A. Lebre, D. Pertin, F. Wuhib, J. Soares.
    Edge Computing Resource Management System: a Critical Building Block! Initiating the debate via OpenStack, in: The USENIX Workshop on Hot Topics in Edge Computing (HotEdge'18), july 2018.
  • 51H. E. Chihoub, S. Ibrahim, Y. Li, G. Antoniu, M. S. Perez, L. Bouge.
    Exploring Energy-Consistency Trade-Offs in Cassandra Cloud Storage System, in: 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), October 2015, pp. 146-153.
  • 52B. Confais, A. Lebre, B. Parrein.
    An Object Store Service for a Fog/Edge Computing Infrastructure based on IPFS and Scale-out NAS, in: 1st IEEE International Conference on Fog and Edge Computing-ICFEC’2017, 2017.
  • 53J. C. Corbett, J. Dean, M. Epstein, A. Fikes, C. Frost, J. J. Furman, S. Ghemawat, A. Gubarev, C. Heiser, P. Hochschild.
    Spanner: Google’s globally distributed database, in: ACM Transactions on Computer Systems (TOCS), 2013, vol. 31, no 3, 8 p.
  • 54R. D. Cosmo, J. Mauro, S. Zacchiroli, G. Zavattaro.
    Aeolus: A component model for the cloud, in: Information and Computation, 2014, vol. 239, no Supplement C, pp. 100–121. [ DOI : 10.1016/j.ic.2014.11.002 ]
    http://www.sciencedirect.com/science/article/pii/S0890540114001424
  • 55H. Coullon, J. Bigot, C. Pérez.
    Extensibility and Composability of a Multi-Stencil Domain Specific Framework, in: International Journal of Parallel Programming, November 2017.
    https://doi.org/10.1007/s10766-017-0539-5
  • 56H. Coullon, G. Le Louët, J.-M. Menaud.
    Virtual Machine Placement for Hybrid Cloud using Constraint Programming, in: ICPADS 2017, 2017.
  • 57H. Coullon, D. Pertin, C. Pérez.
    Production Deployment Tools for IaaSes: an Overall Model and Survey, in: IEEE International Conference on Future Internet of Things and Cloud (FiCloud) 2017, Prague, Czech Republic, August 2017.
    https://hal.inria.fr/hal-01532489
  • 58I. Cuadrado-Cordero, A.-C. Orgerie, J.-M. Menaud.
    Comparative Experimental Analysis of the Quality-of-Service and Energy-Efficiency of VMs and Containers' Consolidation for Cloud Applications, in: SoftCOM: International Conference on Software, Telecommunications and Computer Networks, 2017.
  • 59P.-C. David, T. Ledoux, M. Léger, T. Coupaye.
    FPath and FScript: Language support for navigation and reliable reconfiguration of Fractal architectures, in: annals of telecommunications - annales des télécommunications, February 2009, vol. 64, no 1, pp. 45–63.
    https://doi.org/10.1007/s12243-008-0073-y
  • 60F. A. De Oliveira, T. Ledoux, R. Sharrock.
    A framework for the coordination of multiple autonomic managers in cloud environments, in: Self-Adaptive and Self-Organizing Systems (SASO), 2013 IEEE 7th International Conference on, IEEE, 2013, pp. 179–188.
  • 61W. Felter, A. Ferreira, R. Rajamony, J. Rubio.
    An updated performance comparison of virtual machines and linux containers, in: Performance Analysis of Systems and Software (ISPASS), 2015 IEEE International Symposium On, IEEE, 2015, pp. 171–172.
  • 62A. Flissi, J. Dubus, N. Dolet, P. Merle.
    Deploying on the Grid with DeployWare, in: Eighth IEEE International Symposium on Cluster Computing and the Grid, France, May 2008, pp. 177-184. [ DOI : 10.1109/CCGRID.2008.59 ]
    https://hal.archives-ouvertes.fr/hal-00259836
  • 63P. Garcia Lopez, A. Montresor, D. Epema, A. Datta, T. Higashino, A. Iamnitchi, M. Barcellos, P. Felber, E. Riviere.
    Edge-centric Computing: Vision and Challenges, in: SIGCOMM Comput. Commun. Rev., September 2015, vol. 45, no 5, pp. 37–42.
    http://doi.acm.org/10.1145/2831347.2831354
  • 64Í. Goiri, W. Katsak, K. Le, T. D. Nguyen, R. Bianchini.
    Parasol and GreenSwitch: Managing Datacenters Powered by Renewable Energy, in: SIGARCH Comput. Archit. News, March 2013, vol. 41, no 1, pp. 51–64.
  • 65Í. Goiri, K. Le, T. D. Nguyen, J. Guitart, J. Torres, R. Bianchini.
    GreenHadoop: Leveraging Green Energy in Data-processing Frameworks, in: Proceedings of the 7th ACM European Conference on Computer Systems, New York, NY, USA, EuroSys '12, ACM, 2012, pp. 57–70.
    http://doi.acm.org/10.1145/2168836.2168843
  • 66H. Goudarzi, M. Pedram.
    Geographical Load Balancing for Online Service Applications in Distributed Datacenters, in: in IEEE international conference on cloud computing (CLOUD 2013, 2013.
  • 67L. Gu, D. Zeng, A. Barnawi, S. Guo, I. Stojmenovic.
    Optimal Task Placement with QoS Constraints in Geo-Distributed Data Centers Using DVFS, in: IEEE Transactions on Computers, July 2015, vol. 64, no 7, pp. 2049-2059.
    http://dx.doi.org/10.1109/TC.2014.2349510
  • 68K. Ha, Y. Abe, T. Eiszler, Z. Chen, W. Hu, B. Amos, R. Upadhyaya, P. Pillai, M. Satyanarayanan.
    You Can Teach Elephants to Dance: Agile VM Handoff for Edge Computing, in: Proceedings of the Second ACM/IEEE Symposium on Edge Computing, New York, NY, USA, SEC '17, ACM, 2017.
    http://doi.acm.org/10.1145/3132211.3134453
  • 69B. Han, V. Gopalakrishnan, L. Ji, S. Lee.
    Network function virtualization: Challenges and opportunities for innovations, in: IEEE Communications Magazine, February 2015, vol. 53, no 2, pp. 90-97.
    http://dx.doi.org/10.1109/MCOM.2015.7045396
  • 70M. S. Hasan, F. Alvares, T. Ledoux, J. L. Pazat.
    Investigating Energy Consumption and Performance Trade-Off for Interactive Cloud Application, in: IEEE Transactions on Sustainable Computing, April 2017, vol. 2, no 2, pp. 113-126.
    http://dx.doi.org/10.1109/TSUSC.2017.2714959
  • 71F. Hermenier, J. Lawall, G. Muller.
    Btrplace: A flexible consolidation manager for highly available applications, in: IEEE Transactions on dependable and Secure Computing, 2013, vol. 10, no 5, pp. 273–286.
  • 72F. Hermenier, A. Lebre, J.-M. Menaud.
    Cluster-wide Context Switch of Virtualized Jobs, in: Proceedings of the Virtualization Technologies in Distributed Computing Workshop (co-locaed with ACM HPDC'10), New York, NY, USA, HPDC '10, ACM, 2010, pp. 658–666.
    http://doi.acm.org/10.1145/1851476.1851574
  • 73F. Hermenier, X. Lorca, J.-M. Menaud, G. Muller, J. Lawall.
    Entropy: a consolidation manager for clusters, in: Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments, ACM, 2009, pp. 41–50.
  • 74M. Hirzel, S. Schneider, B. Gedik.
    SPL: An Extensible Language for Distributed Stream Processing, in: toplas, March 2017, vol. 39, no 1.
    http://doi.acm.org/10.1145/3039207
  • 75S. Ibrahim, B. He, H. Jin.
    Towards Pay-As-You-Consume Cloud Computing, in: 2011 IEEE International Conference on Services Computing, July 2011, pp. 370-377.
    http://dx.doi.org/10.1109/SCC.2011.38
  • 76S. Iftikhar, S. Khan, Z. Anwar, Others.
    GenInfoGuard: A Robust and Distortion-Free Watermarking Technique for Genetic Data, in: PLOS ONE, February 2015, vol. 10, no 2, pp. 1-22.
    https://doi.org/10.1371/journal.pone.0117717
  • 77B. Jennings, R. Stadler.
    Resource Management in Clouds: Survey and Research Challenges, in: Journal of Network and Systems Management, July 2015, vol. 23, no 3, pp. 567–619.
    https://doi.org/10.1007/s10922-014-9307-7
  • 78E. Jonardi, M. A. Oxley, S. Pasricha, A. A. Maciejewski, H. J. Siegel.
    Energy cost optimization for geographically distributed heterogeneous data centers, in: 2015 Sixth International Green and Sustainable Computing Conference (IGSC), December 2015, pp. 1-6.
    http://dx.doi.org/10.1109/IGCC.2015.7393677
  • 79H. Karau, A. Konwinski, P. Wendell, M. Zaharia.
    Learning Spark, O'Reilly Media, February 2015.
  • 80J. Kramer, J. Magee.
    The evolving philosophers problem: dynamic change management, in: IEEE Transactions on Software Engineering, November 1990, vol. 16, no 11, pp. 1293-1306.
    http://dx.doi.org/10.1109/32.60317
  • 81A. Lebre, J. Pastor, A. Simonet, F. Desprez.
    Revising OpenStack to Operate Fog/Edge Computing Infrastructures, in: The IEEE International Conference on Cloud Engineering (IC2E), April 2017, pp. 138-148.
    http://dx.doi.org/10.1109/IC2E.2017.35
  • 82G. Malewicz, M. H. Austern, A. J. Bik, J. C. Dehnert, I. Horn, N. Leiser, G. Czajkowski.
    Pregel: A System for Large-scale Graph Processing, in: Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, New York, NY, USA, SIGMOD '10, ACM, 2010, pp. 135–146.
    http://doi.acm.org/10.1145/1807167.1807184
  • 83T. L. Nguyen, A. Lebre.
    Virtual Machine Boot Time Model, in: Parallel, Distributed and Network-based Processing (PDP), 2017 25th Euromicro International Conference on, IEEE, 2017, pp. 430–437.
  • 84K. Okamura, Y. Oyama.
    Load-based covert channels between Xen virtual machines, in: Proceedings of the 2010 ACM Symposium on Applied Computing, ACM, 2010, pp. 173–180.
  • 85P. Oreizy, N. Medvidovic, R. N. Taylor.
    Runtime Software Adaptation: Framework, Approaches, and Styles, in: Companion of the 30th International Conference on Software Engineering, New York, NY, USA, ICSE Companion '08, ACM, 2008, pp. 899–910.
    http://doi.acm.org/10.1145/1370175.1370181
  • 86T. D. Phan, S. Ibrahim, G. Antoniu, L. Bouge.
    On Understanding the Energy Impact of Speculative Execution in Hadoop, in: 2015 IEEE International Conference on Data Science and Data Intensive Systems, December 2015, pp. 396-403.
  • 87F. Quesnel, A. Lebre, M. Südholt.
    Cooperative and reactive scheduling in large-scale virtualized platforms with DVMS, in: Concurrency and Computation: Practice and Experience, 2013, vol. 25, no 12, pp. 1643–1655.
  • 88D. Sabella, A. Vaillant, P. Kuure, U. Rauschenbach, F. Giust.
    Mobile-Edge Computing Architecture: The role of MEC in the Internet of Things, in: IEEE Consumer Electronics Magazine, October 2016, vol. 5, no 4, pp. 84-91.
    http://dx.doi.org/10.1109/MCE.2016.2590118
  • 89D. Serrano, S. Bouchenak, Y. Kouki, F. A. de Oliveira Jr., T. Ledoux, J. Lejeune, J. Sopena, L. Arantes, P. Sens.
    SLA guarantees for cloud services, in: Future Generation Computer Systems, 2016, vol. 54, no Supplement C, pp. 233–246. [ DOI : 10.1016/j.future.2015.03.018 ]
    http://www.sciencedirect.com/science/article/pii/S0167739X15000801
  • 90Q. Shen, X. Liang, X. S. Shen, X. Lin, H. Y. Luo.
    Exploiting Geo-Distributed Clouds for a E-Health Monitoring System With Minimum Service Delay and Privacy Preservation, in: IEEE Journal of Biomedical and Health Informatics, March 2014, vol. 18, no 2, pp. 430-439.
    http://dx.doi.org/10.1109/JBHI.2013.2292829
  • 91W. Shi, T. F. Wenisch.
    Energy-Efficient Data Centers, in: IEEE Internet Computing, 2017, vol. 21, no 4, pp. 6-7.
    http://dx.doi.org/10.1109/MIC.2017.2911429
  • 92J. Stefani.
    Components as Location Graphs, in: Formal Aspects of Component Software - 11th International Symposium, FACS 2014, Bertinoro, Italy, September 10-12, 2014, Revised Selected Papers, 2014, pp. 3–23.
    https://doi.org/10.1007/978-3-319-15317-9_1
  • 93C. Szyperski.
    Component Software: Beyond Object-Oriented Programming, 2nd, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA, 2002.
  • 94Y. Taleb, S. Ibrahim, G. Antoniu, T. Cortes.
    Characterizing Performance and Energy-Efficiency of the RAMCloud Storage System, in: 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), June 2017, pp. 1488-1498.
    http://dx.doi.org/10.1109/ICDCS.2017.51
  • 95The Linux Foundation.
    Open Network Automation Platform, 2018, (Accessed: 2018-03-08).
    https://www.onap.org/
  • 96The OpenStack Foundation.
    Cloud Edge Computing: Beyond the Data Center (White Paper), January 2018, (Accessed: 2018-03-08).
    https://www.openstack.org/assets/edge/OpenStack-EdgeWhitepaper-v3-online.pdf
  • 97A. Thusoo, Z. Shao, S. Anthony, D. Borthakur, N. Jain, J. Sen Sarma, R. Murthy, H. Liu.
    Data Warehousing and Analytics Infrastructure at Facebook, in: Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, SIGMOD '10, ACM Press, 2010, pp. 1013–1020.
    http://doi.acm.org/10.1145/1807167.1807278
  • 98T. White.
    Hadoop: The Definitive Guide, 4th, O'Reilly Media, April 2015.
  • 99A. Wierman, Z. Liu, I. Liu, H. Mohsenian-Rad.
    Opportunities and challenges for data center demand response, in: International Green Computing Conference, November 2014, pp. 1-10.
    http://dx.doi.org/10.1109/IGCC.2014.7039172
  • 100J. Xiao, Z. Xu, H. Huang, H. Wang.
    Security implications of memory deduplication in a virtualized environment, in: 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), IEEE, 2013, pp. 1–12.
  • 101F. Xu, F. Liu, H. Jin, A. V. Vasilakos.
    Managing performance overhead of virtual machines in cloud computing: A survey, state of the art, and future directions, in: Proceedings of the IEEE, 2014, vol. 102, no 1, pp. 11–31.
  • 102O. Yildiz, M. Dorier, S. Ibrahim, R. Ross, G. Antoniu.
    On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems, in: 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2016, pp. 750-759.
    http://dx.doi.org/10.1109/IPDPS.2016.50
  • 103O. Yildiz, A. C. Zhou, S. Ibrahim.
    Eley: On the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems, in: 2017 IEEE International Conference on Cluster Computing (CLUSTER), September 2017, pp. 87-91.
    http://dx.doi.org/10.1109/CLUSTER.2017.73
  • 104M. Zaharia, T. Das, H. Li, T. Hunter, S. Shenker, I. Stoica.
    Discretized Streams: Fault-tolerant Streaming Computation at Scale, in: Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, New York, NY, USA, SOSP '13, ACM, 2013, pp. 423–438.
    http://doi.acm.org/10.1145/2517349.2522737