Valeria Cardellini's Publications

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Peer-reviewed International Journals Articles

• G. Russo Russo, D. Ferrarelli, D. Pasquali, V. Cardellini, F. Lo Presti, "QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum", Future Generation Computer Systems, Vol. 156, pp. 1-15, July 2024. [doi]
• G. Russo Russo, V. Cardellini, F. Lo Presti, "A framework for offloading and migration of serverless functions in the Edge-Cloud continuum", Pervasive and Mobile Computing, Vol. 100, pp. 1-21, May 2024. [doi]
• G. Russo Russo, V. Cardellini, F. Lo Presti, "Hierarchical auto-scaling policies for data stream processing on heterogeneous resources", ACM Transactions on Autonomous and Adaptive Systems, Vol. 18, No. 4, pp. 1-44, December 2023. [doi], [pdf]
• F. Rossi, V. Cardellini, F. Lo Presti, M. Nardelli, "Dynamic multi-metric thresholds for scaling applications using reinforcement learning", IEEE Transactions on Cloud Computing, Vol. 11, No. 2, pp. 1807-1821, April-June 2023. [doi], [pdf]
• V. Cardellini, F. Lo Presti, M. Nardelli, G. Russo Russo, "Runtime adaptation of data stream processing systems: The state of the art", ACM Computing Surveys, Vol. 54, No. 11s, Article No. 237 pp. 1-36, September 2022. [doi], [pdf through ACM Author-izer service], [supplementary appendix]
• V. Cardellini, E. Casalicchio, S. Iannucci, M. Lucantonio, S. Mittal, D. Panigrahi, A. Silvi, "irs-partition: An intrusion response system utilizing Deep Q-Networks and system partitions", SoftwareX, Vol. 19, July 2022. [doi], [pdf]
• S. Iannucci, V. Cardellini, O.D. Barba, I. Banicescu, "A hybrid model-free approach for the near-optimal intrusion response control of non-stationary systems", Future Generation Computer Systems, Vol. 109, pp. 111-124, August 2020. [doi]
• F. Rossi, V. Cardellini, F. Lo Presti, M. Nardelli, "Geo-distributed efficient deployment of containers with Kubernetes", Computer Communications, Vol. 159, pp. 161-174, June 2020. [doi]
• V. Cardellini, V. Di Valerio, F. Lo Presti, "Game-theoretic pricing and provisioning strategies in cloud systems", IEEE Transactions on Service Computing, Vol. 13, No. 1, pp. 86-98, January/February 2020. [doi], [pdf]
• M. Nardelli, V. Cardellini, V. Grassi, F. Lo Presti, "Efficient operator placement for distributed data stream processing applications", IEEE Transactions on Parallel and Distributed Systems, Vol. 30, No. 8, pp. 1753-1767, August 2019. [doi], [pdf]
• A. Abdullahi Hassan, V. Cardellini, P. D'Ambra, D. di Serafino, S. Filippone, "Efficient algebraic multigrid preconditioners on clusters of GPUs", Parallel Processing Letters, Vol. 29, No. 1, March 2019. [doi]
• V. Cardellini, F. Lo Presti, M. Nardelli, G. Russo Russo, "Decentralized self-adaptation for elastic data stream processing", Future Generation Computer Systems, Vol. 87, pp. 171-185, October 2018. [doi], [pdf]
• G. Russo Russo, M. Nardelli, V. Cardellini, F. Lo Presti, "Multi-level elasticity for wide-area data streaming systems: a reinforcement learning approach", Algorithms, Special Issue on Algorithms for the Resource Management of Large Scale Infrastructures, Vol. 11, No. 9, Art. 134, pp. 1-27, MDPI, September 2018. [doi], [pdf]
• V. Cardellini, F. Lo Presti, M. Nardelli, G. Russo Russo, "Optimal operator deployment and replication for elastic distributed data stream processing", Concurrency and Computation: Practice & Experience, Vol. 30, No. 9, May 2018. [doi], [pdf]
• E. Casalicchio, V. Cardellini, G. Interino, M. Palmirani, "Research challenges in legal-rule and QoS-aware cloud service brokerage", Future Generation Computer Systems, Vol. 78, Part 1, pp. 211-223, January 2018. [doi], [pdf]
• V. Cardellini, A. Fanfarillo, S. Filippone, "Coarray-based load balancing on heterogeneous and many-core architectures", Parallel Computing, Vol. 68, pp. 45-58, October 2017. [doi], [pdf]
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "Optimal operator replication and placement for distributed stream processing systems", ACM SIGMETRICS Performance Evaluation Review, Vol. 44, No. 4, pp. 11-22, March 2017. [doi], [pdf through ACM Author-izer service]
• S. Filippone, V. Cardellini, D. Barbieri, A. Fanfarillo, "Sparse matrix-vector multiplication on GPGPUs", ACM Transactions on Mathematical Software, Vol. 43, No. 4, January 2017. [doi], [pdf], [pdf through ACM Author-izer service]
• V. Cardellini, V. De Nitto Personè, V. Di Valerio, F. Facchinei, V. Grassi, F. Lo Presti, V. Piccialli, "A game-theoretic approach to computation offloading in mobile cloud computing", Mathematical Programming, Vol. 157, No. 2, pp. 421-449, June 2016. [doi], [pdf], [Springer Nature view-only]
• V. Cardellini, S. Filippone, D. Rouson, "Design patterns for sparse-matrix computations on hybrid CPU/GPU platforms", Scientific Programming, Vol. 22, No. 1, pp. 1-19, 2014. [doi], [pdf]
• V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, "QoS driven per-request load-aware service selection in service oriented architectures", International Journal of Software and Informatics, Special issue of Service Oriented Systems Engineering, Vol. 7, No. 2, pp. 195-220, 2013. [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, S. Iannucci, F. Lo Presti, R. Mirandola, "MOSES: a framework for QoS driven runtime adaptation of service-oriented systems", IEEE Transactions on Software Engineering, Vol. 38, No. 5, Sept./Oct. 2012. [doi], [pdf]
• M. Abundo, V. Cardellini, F. Lo Presti, "Admission control policies for a multi-class QoS-aware service oriented architecture", ACM Performance Evaluation Review, Special Issue on Modeling Dynamic Behaviors of Complex Distributed Systems, Vol. 39, No. 4, pp. 89-98, Apr. 2012. [doi], [pdf through ACM Author-izer service]
• C. Canali, V. Cardellini, R. Lancellotti, "Content adaptation architectures based on Squid proxy server", World Wide Web, Springer, Vol. 9, No. 1, pp. 63-92, March 2006. [doi]
• V. Cardellini, M. Colajanni, P.S. Yu, "Request redirection algorithms for distributed Web systems", IEEE Transactions on Parallel and Distributed Systems, Vol. 14, No. 4, pp. 355-368, April 2003. [doi], [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, P.S. Yu, "The state of the art in locally distributed Web-server systems", ACM Computing Surveys, Vol. 34, No. 2, pp. 263-311, June 2002. [doi], [pdf through ACM Author-izer service], link to information about Web clusters (2003)
• E. Casalicchio, V. Cardellini, M. Colajanni, "Content-aware dispatching algorithms for cluster-based Web servers", Cluster Computing, Kluwer Academic Publ., Vol. 5, No. 1, pp. 67-76, Jan. 2002. [doi], [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, S. Tucci, "Mechanisms for quality of service in Web clusters", Computer Networks, Elsevier Science, Vol. 36, No. 6, pp. 761-771, Nov. 2001. [doi], [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, M. Mambelli, "Web switch support for differentiated services", ACM Performance Evaluation Review, Vol. 29, No. 2, pp. 14-19, Sept. 2001. [doi], [pdf through ACM Author-izer service]
• V. Cardellini, M. Colajanni, P. S. Yu, "DNS dispatching algorithms with state estimators for scalable Web-server clusters", World Wide Web Journal, Baltzer Science, Vol. 2, No. 3, pp. 101-113, Aug. 1999. [doi], [pdf]
• V. Cardellini, M. Colajanni, P. S. Yu, "Dynamic load balancing on Web-server systems", IEEE Internet Computing, Vol. 3, No. 3, pp. 28-39, May-June 1999. [doi], [pdf]

Peer-reviewed International Conference Papers

• G. Russo Russo, E. D'Alessandro, V. Cardellini, F. Lo Presti, "Towards a multi-armed bandit approach for adaptive load balancing in Function-as-a-Service systems", Proceedings of the 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C 2024), pp. 103-108, Aarhus, Denmark, September 20 2024.
• C. Calavaro, G. Russo Russo, M. Salvati, V. Cardellini, F. Lo Presti, "Towards energy-aware execution and offloading of serverless functions", Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge (Frame 2024) (in conjunction with ACM HPDC 2024), pp. 23-30, Pisa, Italy, June 4 2024. [doi]
• F. Filippini, R. Cavadini, D. Ardagna, R. Lancellotti, G. Russo Russo, V. Cardellini, F. Lo Presti, "FIGARO: reinForcement learnInG mAnagement acRoss computing cOntinuum", 3rd International Workshop on Distributed Machine Learning for the Intelligent Computing Continuum (DML-ICC 2023). Published in Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 8 pages, Taormina, Italy, December 4 2023. [doi], [pdf]
• M. Aldinucci, E. M. Baralis, V. Cardellini, I. Colonnelli, M. Danelutto, S. Decherchi, G. Di Modica, L. Ferrucci, M. Gribaudo, F. Iannone, M. Lapegna, D. Medić, G. Muscianisi, F. Righetti, E. Sciacca, N. Tonellotto, M. Tortonesi, P. Trunfio, T. Vardanega, "A systematic mapping study of Italian research on workflows", Proceedings of the SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W '23), pp. 2065-2076, ACM, Denver, CO, USA, November 12 2023. [doi], [pdf]
• F. Boito, J. Brandt, V. Cardellini, P. Carns, F. M. Ciorba, H. Egan, A. Eleliemy, A. Gentile, T. Gruber, J. Hansonxiv, U.-U. Haus, K. Huck, T. Ilsche, T. Jakobsche, T. Jones, S. Karlsson, A. Mueen, M. Ott, T. Patki, K. Raghavan, S. Simms, K. Shoga, M. Showerman, D. Tiwari, T. Wilde, I. Peng, K. Yamamoto, "Autonomy loops for monitoring, operational data analytics, feedback, and response in HPC operations", Proceedings of the 2023 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), pp. 37-43, IEEE, Santa Fe, NM, USA, October 31 2023. [doi], [pdf on arXiv]
• M. Nardelli, G. Russo Russo, V. Cardellini, "Compute continuum: What lies ahead?", 1st International Workshop on Scalable Compute Continuum, Cyprus, August 29 2023. Published in Euro-Par 2023: Parallel Processing Workshops, LNCS Vol. 14351, Springer, April 2024. [doi]
• G. Russo Russo, T. Mannucci, V. Cardellini, F. Lo Presti, "Serverledge: Decentralized Function-as-a-Service for the edge-cloud continuum", Proceedings of the 21st International Conference on Pervasive Computing and Communications (PerCom 2023), pp. 131-140, Atlanta, USA, March 13-17, 2023. [doi], [pdf]
• G. Russo Russo, T. Mannucci, V. Cardellini, F. Lo Presti, "Artifact: Serverledge: Decentralized Function-as-a-Service for the edge-cloud continuum", 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), pp. 1-2, Atlanta, USA, March 13-17, 2023. [doi], [pdf]
• G. Russo Russo, V. Cardellini, F. Lo Presti, "Serverless functions in the cloud-edge continuum: Challenges and opportunities", Proceedings of the 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), Naples, Italy, March 1-3, 2023. Best paper award at the Special Session on Compute Continuum [doi]
• P. Raith, T. Rausch, F. Rossi, V. Cardellini, S. Dustdar, R. Ranjan, "Mobility-aware serverless function adaptations across the edge-cloud continuum", Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2022), pp. 123-132, Portland, OR, USA, December 6-9, 2022. Best paper award [doi], [pdf]
• C. Calavaro, G. Russo Russo, V. Cardellini, "Real-time analysis of market data leveraging Apache Flink", Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems (DEBS 2022), Grand Challenge track, pp. 162-165, Copenhagen, Denmark, June 27-30, 2022. [doi], [pdf through ACM Author-izer service]
• G. Russo Russo, A. Milani, S. Iannucci, V. Cardellini, "Towards QoS-aware function composition scheduling in Apache OpenWhisk", Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), pp. 693-698, Pisa, Italy, March 2022. [doi]
• S. Iannucci, J. Ables, W. Anderson, B. Abburi, V. Cardellini, I. Banicescu, "A performance-oriented comparison of neural network approaches for anomaly-based intrusion detection", IEEE Symposium on Computational Intelligence in Cyber Security (IEEE CICS 2021), Orlando, Florida, USA, December 5-7 2021. Published in Proceedings of the 2021 IEEE Symposium Series on Computational Intelligence (SSCI 2021), 7 pages, 2021. [doi], [pdf]
• F. Rossi, S. Falvo, V. Cardellini, "GOFS: Geo-distributed scheduling in OpenFaaS", 1st IEEE International Workshop on Distributed and Intelligent Systems (DistInSys 2021), Athens, Greece, September 2021. Published in Proceedings of the 2021 IEEE Symposium on Computers and Communication (ISCC 2021), 6 pages, 2021. Best paper award [doi], [pdf]
• G. Russo Russo, V. Cardellini, G. Casale, F. Lo Presti, "MEAD: Model-based vertical auto-scaling for data stream processing", Proceedings of the 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021), pp. 314-323, Melbourne, Australia, May 2021. [doi], [pdf]
• G. Russo Russo, A. Schiazza, V. Cardellini, "Elastic Pulsar functions for distributed stream processing", 4th International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2021), Rennes, France, April 20 2021. Published in Companion of the ACM/SPEC International Conference on Performance Engineering (ICPE '21), pp. 9-16, ACM. [doi], [pdf through ACM Author-izer service]
• F. Rossi, V. Cardellini, F. Lo Presti, "Self-adaptive threshold-based policy for microservices elasticity", Proceedings of the 28th IEEE Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2020), Nice, France, November 17-19 2020. [doi], [pdf]
• F. Rossi, V. Cardellini, F. Lo Presti, "Hierarchical scaling of microservices in Kubernetes", Proceedings of the 1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS 2020), Washington, DC, Washington, USA, August 17-21 2020. [doi], [pdf]
• G. Belocchi, V. Cardellini, A. Cammarano, G. Bianchi, "Paxos in the NIC: hardware acceleration of distributed consensus protocols", Proceedings of the 16th International Conference on the Design of Reliable Communication Networks (DRCN 2020), Milan, Italy, March 24-27 2020. [doi], [pdf]
• V. Cardellini, F. Lo Presti, M. Nardelli, F. Rossi, "Self-adaptive container deployment in the fog: A survey", 5th International Symposium on Algorithmic Aspects of Cloud Computing (ALGOCLOUD 2019), Munich, Germany, September 10, 2019. Published in LNCS Vol. 12041, Springer, pp. 77-102, August 2020. [doi], [pdf]
• F. Rossi, M. Nardelli, V. Cardellini, "Horizontal and vertical scaling of container-based applications using reinforcement learning", Proceedings of the 2019 IEEE International Conference on Cloud Computing (IEEE CLOUD 2019), pp. 329-338, Milan, Italy, July 8-13 2019. [doi], [pdf]
• F. Rossi, V. Cardellini, F. Lo Presti, "Elastic deployment of software containers in geo-distributed computing environments", Proceedings of the 2019 IEEE Symposium on Computers and Communications (ISCC 2019), Barcelona, Spain, June 29-July 3 2019. [doi], [pdf]
• G. Russo Russo, V. Cardellini, F. Lo Presti, "Reinforcement learning based policies for elastic stream processing on heterogeneous resources", Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems (DEBS 2019), pp. 31-42, Darmstadt, Germany, 24-28 June 2019. [doi], [pdf through ACM Author-izer service]
• S. Iannucci, O. D. Barba, V. Cardellini, I. Banicescu, "A performance evaluation of deep reinforcement learning for model-based intrusion response", 1st International Workshop on Self-Protecting Systems (SPS 2019), Umeå, Sweden, June 16-20 2019. Published in Proceedings of the 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W), pp. 158-163, 2019. [doi], [pdf]
• M. Nardelli, G. Russo Russo, V. Cardellini, F. Lo Presti, "A multi-level elasticity framework for distributed data stream processing", 2nd International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2018), Turin, Italy, Aug. 2018. Published in Euro-Par 2018: Parallel Processing Workshops, LNCS Vol. 11339, Springer, pp. 53-64, March 2019. [doi], [pdf]
• M. Nardelli, V. Cardellini, E. Casalicchio, "Multi-level elastic deployment of containerized applications in geo-distributed environments", Proceedings of the IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud 2018), pp. 1-8, Barcelona, Spain, August 2018. [doi], [pdf]
• V. Cardellini, F. Lo Presti, M. Nardelli, G. Russo Russo, "Auto-scaling in data stream processing applications: A model based reinforcement learning approach", Proceeedings of InfQ 2017 - New Frontiers in Quantitative Methods in Informatics (in conjunction with VALUETOOLS 2017), Venice, Italy, December 2017. Published in Communications in Computer and Information Science Vol. 825, Springer, pp. 97-110, May 2018. [doi], [pdf]
• A. Abdullahi Hassan, V. Cardellini, S. Filippone, "Solving sparse linear systems of equations using CAF", International Conference on Parallel Computing (ParCo 2017), Bologna, Italy, September 2017. Published in Parallel Computing is Everywhere, Advances in Parallel Computing Vol. 32, IOS Press, pp. 87-96, March 2018. [doi], [pdf]
• V. Cardellini, F. Lo Presti, M. Nardelli, G. Russo Russo, "Towards hierarchical autonomous control for elastic data stream processing in the fog", International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2017), Santiago de Compostela, Spain, Aug. 2017. Published in Euro-Par 2017: Parallel Processing Workshops, LNCS Vol. 10659, Springer, pp. 106-117, February 2018. [doi], [pdf]
• A. Abdullahi Hassan, V. Cardellini, S. Filippone, "A framework for unit testing with Coarray Fortran", Proceedings of the 25th High Performance Computing Symposium (HPC 2017), Virginia Beach, VA, USA, April 2017. [doi], [pdf]
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "Joint operator replication and placement optimization for distributed streaming applications", InfQ 2016 - New Frontiers in Quantitative Methods in Informatics, Taormina, Italy, October 2016. Published in Proceedings of 10th EAI International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2016), 2017. [doi]
• V. Cardellini, M. Nardelli, D. Luzi, "Elastic stateful stream processing in Storm", Proceedings of the 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), pp. 583-590, IEEE, Innsbruck, Austria, July 2016. [doi], [pdf]
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "Optimal operator placement for distributed stream processing applications", Proceedings of the 10th ACM International Conference on Distributed and Event-Based Systems (DEBS 2016), Irvine, CA, USA, pp. 69-80, June 2016. [doi], [pdf through ACM Author-izer service] Honorable mention paper award
• G. Marciani, M. Piu, M. Porretta, M. Nardelli, V. Cardellini, "Real-time analysis of social networks leveraging the Flink framework", Proceedings of the 10th ACM International Conference on Distributed and Event-Based Systems (DEBS 2016), Irvine, CA, USA, pp. 386-389, June 2016. [doi], [pdf through ACM Author-izer service]
• V. Cardellini, A. Fanfarillo, S. Filippone, "Heterogeneous CAF-based load balancing on Intel Xeon Phi", 6th International Workshop on Accelerators and Hybrid Exascale Systems (AsHES 2016), Chicago, Illinois, May 2016. Published in Proceedings of the 30th IEEE International Parallel & Distributed Processing Symposium Workshops, pp. 702-711, 2016. [doi], [pdf]
• V. Cardellini, A. Fanfarillo, S. Filippone, D. Rouson, "Hybrid coarrays: a PGAS feature for many-core architectures", International Conference on Parallel Computing (ParCo 2015), Edinburgh, UK, Sept. 2015. Published in Parallel Computing: On the Road to Exascale, Advances in Parallel Computing Vol. 27, IOS Press, pp. 175--184, April 2016. [doi], [pdf]
• V. Cardellini, M. D'Angelo, V. Grassi, M. Marzolla, R. Mirandola, "A decentralized approach to network-aware service composition", Taormina, Italy, LNCS Vol. 9306, Springer, pp. 34-48, September 2015. [doi], [pdf]
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "Distributed QoS-aware scheduling in Storm", Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS 2015), pp. 344-347, Oslo, Norway, July 2015. [doi], [pdf through ACM Author-izer service] Best poster award
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "On QoS-aware scheduling of data stream applications over fog computing infrastructures", 5th International Workshop on Management of Cloud and Smart City Systems 2015 (MOCS 2015). Published in Proceedings of the 2015 IEEE Symposium on Computers and Communication (ISCC 2015), pp. 271-276, Larnaca, Cyprus, July 2015. [doi], [pdf]
• D. Barbieri, V. Cardellini, S. Filippone, "SIMPL: a pattern language for writing efficient kernels on GPGPU", Proceedings of the 1st IEEE/ACM Int'l Workshop on Software Engineering for High Performance Computing in Science (SE4HPCS 2015), in conjunction with ICSE 2015, pp. 38-45, Florence, Italy, May 2015. [doi], [pdf]
• M. Abundo, V. Di Valerio, V. Cardellini, F. Lo Presti, "QoS-aware bidding strategies for VM spot instances: a reinforcement learning approach applied to periodic long running jobs", Proceedings of the 14th IFIP/IEEE International Symposium on Integrated Network Management (IM 2015), pp. 53-61, Ottawa, Canada, May 2015. [doi], [pdf]
• A. Fanfarillo, T. Burnus, V. Cardellini, S. Filippone, D. Nagle, D. Rouson, "OpenCoarrays: open-source transport layers supporting coarray Fortran compilers", Proceedings of the 8th International Conference on Partitioned Global Address Space Programming Models (PGAS 2014), Eugene, Oregon, Oct. 2014. [doi], [pdf through ACM Author-izer service]
• A. Fanfarillo, T. Burnus, V. Cardellini, S. Filippone, D. Nagle, D. Rouson, "Coarrays in GNU Fortran", Proceedings of the 23rd International Conference on Parallel Architectures and Compilation Techniques (PACT 2014), pp. 513-514, poster paper at the ACM Student Research Competition, Edmonton, Alberta, Canada, August 2014. [doi], [pdf through ACM Author-izer service]
• V. Cardellini, A. Fanfarillo, S. Filippone, "Sparse matrix computations on clusters with GPGPUs", Proceedings of the 2014 International Conference on High Performance Computing and Simulation (HPCS 2014), IEEE, pp. 23-30, Bologna, Italy, July 2014. [doi], [pdf]
• A. Ismail, V. Cardellini, "Decentralized planning for self-adaptation in multi-cloud environment", 2nd International Workshop on Cloud for IoT (CLIoT) (in conjunction with ESOCC 2014), Manchester, UK, Sept. 2014. Published in Advances in Service-Oriented and Cloud Computing, Communications in Computer and Information Science Vol. 508, pp. 76-90, Springer International Publishing Switzerland, 2015. [doi], [pdf]
• D. Barbieri, V. Cardellini, S. Filippone, "Exhaustive key search on clusters of GPUs", 15th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC 2014), Phoenix, Arizona, USA, May 2014. Published in Proceedings of the 28th IEEE International Parallel & Distributed Processing Symposium Workshops, pp. 1160-1168, 2014. [doi], [pdf]
• M. Abundo, V. Di Valerio, V. Cardellini, F. Lo Presti, "Bidding strategies in QoS-aware cloud systems based on N-armed bandit problems", Proceedings of the 3rd IEEE Symposium on Network Cloud Computing and Applications (NCCA 2014), pp. 38-45, Feb. 2014. [doi], [pdf]
• A. Ismail, V. Cardellini, "Towards self-adaptation planning for complex service-based systems", 1st Workshop on Pervasive Analytical Service Clouds for the Enterprise and Beyond (PASCEB 2013), Berlin, Germany, December 2013. Published in Service-Oriented Computing - ICSOC 2013 Workshops, LNCS Vol. 8377, pp. 432-444, 2014. [doi]
• D. Barbieri, V. Cardellini, S. Filippone, "Fast uniform grid construction on GPGPUs using atomic operations", International Conference on Parallel Computing (ParCo 2013), Munich, Germany, Sept. 2013. Published in Parallel Computing: Accelerating Computational Science and Engineering (CSE), Advances in Parallel Computing Vol. 25, IOS Press, pp. 203-212, Mar. 2014. [doi], [pdf]
• V. Cardellini, A. Fanfarillo, S. Filippone, "Heterogeneous sparse matrix computations on hybrid GPU/CPU platforms", International Conference on Parallel Computing (ParCo 2013), Munich, Germany, Sept. 2013. Published in Parallel Computing: Accelerating Computational Science and Engineering (CSE), Advances in Parallel Computing Vol. 25, IOS Press, pp. 295-304, Mar. 2014. [doi], [pdf]
• V. Di Valerio, V. Cardellini, F. Lo Presti, "Optimal pricing and service provisioning strategies in cloud systems: a Stackelberg game approach", Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD 2013), Santa Clara, CA, pp. 115-122, June 2013. (Acceptance rate: 17%) [doi], [pdf]
• V. Cardellini, S. Iannucci, "Designing a flexible and modular architecture for a private cloud: a case study", Proc. of 6th Int'l Workshop on Virtualization Technologies in Distributed Computing (VTDC 2012) (in conjunction with HPDC 2012), Delft, The Netherlands, June 2012. [doi], [pdf through ACM Author-izer service]
• V. Cardellini, S. Iannucci, "Improving SOA applications response time with service overload detection", poster presented at 21st International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC 2012), Delft, The Netherlands, June 2012.
• V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, "A new approach to QoS driven service selection in Service Oriented Architectures", Proc. of IEEE 6th Int'l Symposium on Service-Oriented System Engineering (SOSE 2011), Irvine, CA, Dec. 2011. [doi], [pdf] Best paper award
• V. Cardellini, E. Casalicchio, F. Lo Presti, L. Silvestri, "SLA-aware resource management for application service providers in the Cloud", Proc. of IEEE 1st Symposium on Network Cloud Computing and Applications (NCCA 2011), Toulouse, France, Nov. 2011. [doi], [pdf]
• M. Abundo, V. Cardellini, F. Lo Presti, "Optimal admission control for a QoS-aware service-oriented system", Proc. of 4th European ServiceWave Conference (ServiceWave 2011), Poznam, Poland, LNCS Vol. 6994, Springer, pp. 179-190, Oct. 2011. [doi], [pdf]
• V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, "A performance comparison of QoS-driven service selection approaches", Proc. of 4th European ServiceWave Conference (ServiceWave 2011), Poznam, Poland, LNCS Vol. 6994, Springer, pp. 167-178, Oct. 2011. [doi], [pdf]
• D. Barbieri, V. Cardellini, S. Filippone, D. Rouson, "Design patterns for scientific computations on sparse matrices", Proc. of Int'l Workshop on Algorithms and Programming Tools for Next-Generation High-Performance Scientific Software (HPSS 2011), Bordeaux, France, Aug. 2011. Published in Proceedings of Euro-Par 2011 Workshops, Part I, LNCS Vol. 7155, Springer, pp. 367-376, 2012. [doi], [pdf]
• M. Abundo, V. Cardellini, F. Lo Presti, "An MDP-based admission control for a QoS-aware service-oriented system", Proceedings of the 19th ACM/IEEE International Workshop on Quality of Service (IWQoS 2011), Poster Session, San Jose, CA, June 2011. [doi], [pdf]
• A. Bellucci, V. Cardellini, V. Di Valerio, S. Iannucci, "A scalable and highly available brokering service for SLA-based composite services", Proceedings of the 8th International Conference on Service Oriented Computing (ICSOC 2010), San Francisco, CA, Dec. 2010. (Acceptance rate: 15.4%) [doi], [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "Adaptive management of composite services under percentile-based service level agreements", Proceedings of the 8th International Conference on Service Oriented Computing (ICSOC 2010), San Francisco, CA, Dec. 2010. (Acceptance rate: 15.4%) [doi], [pdf]
• V. Cardellini, S. Iannucci, "Designing a broker for QoS-driven runtime adaptation of SOA applications", Proceedings of the IEEE 2010 International Conference on Web Services, Applications and Industry Track, pp. 504-511, Miami, FL, July 2010. [doi], [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, R. Mirandola, "On guaranteeing global dependability properties in collaborative business process management", International Workshop on Business System Management and Engineering (BSME 2010), Malaga, Spain, June 2010.
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, R. Mirandola, "A scalable approach to QoS-aware self-adaption in service-oriented architectures", Proceedings of the 6th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine 2009), Las Palmas de Gran Canaria, Spain, LNICST Vol. 22, Springer, pp. 431-447, Nov. 2009. [doi], [pdf]
• D. Barbieri, V. Cardellini, S. Filippone, "Generalized GEMM kernels on GPGPUs: experiments and applications", International Conference on Parallel Computing (ParCo 2009), Lyon, France, Sept. 2009. Published in Parallel Computing: From Multicores and GPU's to Petascale, Advances in Parallel Computing Vol. 19, IOS Press, pp. 307-314, Apr. 2010. [doi], [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, R. Mirandola, "QoS driven runtime adaptation of service-oriented architectures", Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundation of Software Engineering (ESEC/FSE 2009), Amsterdam, The Netherlands, Aug. 2009. (Acceptance rate: 14.75%) [doi], [pdf through ACM Author-izer service]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "Efficient provisioning of service level agreements for service oriented applications", Proceedings of the 2nd International Workshop on Service Oriented Software Engineering (IW-SOSWE 2007) (in conjunction with the 6th ESEC/FSE joint meeting), Dubrovnik, Croazia, pp. 29-35, Sept. 2007. [doi], [pdf through ACM Author-izer service]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "Flow-based service selection for Web service composition supporting multiple QoS classes", Proceedings of the IEEE 2007 International Conference on Web Services, Salt Lake City, UT, July 2007. [doi], [pdf]
• V. Cardellini, E. Casalicchio, E. Galli, "Agent-based modeling of interdependencies in critical infrastructures through UML", Proceedings of the 2007 Agent-Directed Simulation Symposium (ADS 2007) of Spring Simulation Multiconference, Norfolk, VA, March 2007. [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, R. Mirandola, "A framework for optimal service selection in broker-based architectures with multiple QoS classes", International Workshop on Modeling, Design, and Analysis for Service-oriented Architecture (mda4soa 2006), Chicago, IL, Sept. 2006. Published in Services Computing Workshops 2006 (SCW 2006), 2006. [doi], [pdf]
• V. Cardellini, E. Casalicchio, S. Tucci, "Agent-based modeling of Web systems in critical information infrastructures", Proceedings of the International Workshop on Complex Networks and Infrastructure Protection (CNIP 2006), Roma, Italy, Mar. 2006. [pdf]
• E. Casalicchio, V. Cardellini, S. Tucci, "A layer-2 trigger to improve QoS in content and session-oriented mobile services", Proc. of 8th ACM/IEEE Int'l Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (WSWIM 2005), Montreal, Canada, Oct. 2005. [doi], [pdf through ACM Author-izer service]
• E. Casalicchio, V. Cardellini, S. Tucci, "Design and performance evaluation of mechanisms for mobile-devices handoff forecast", Proceedings of the FIRB-Perf Workshop on Techniques, Methodologies and Tools for Performance Evaluation of Complex Systems (in conjunction with QEST 2005), Torino, Italy, Sept. 2005. [doi]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, "Performance comparison of distributed architectures for content adaptation and delivery of Web resources", Proceedings of the 1st IEEE International Workshop on Services and Infrastructure for the Ubiquitous and Mobile Internet (SIUMI 2005) (in conjunction with IEEE ICDCS 2005), Columbus, Ohio, June 2005. [doi], [pdf]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, P.S. Yu, "A two-level distributed architecture for Web content adaptation and delivery", Proceedings of the 2005 IEEE Symposium on Applications and the Internet (SAINT 2005), Trento, Italy, Jan./Feb. 2005. [doi], [pdf]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, "Evaluating user-perceived benefits of Content Distribution Networks", Proceedings of the 2004 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS 2004), San Jose, CA, July 2004. [pdf]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, P.S. Yu, "Cooperative architectures and algorithms for discovery and transcoding of multi-version content", Proceedings of the 8th International Workshop on Web Content Caching and Distribution (WCW 2003), Hawthorne, NY, Sept./Oct. 2003. [doi], [pdf]
• V. Cardellini, M. Colajanni, R. Lancellotti, P.S. Yu, "A distributed architecture of edge proxy servers for cooperative transcoding", Proceedings of the 3rd IEEE Workshop on Internet Applications (WIAPP 2003), San Jose, CA, June 2003. [doi]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, P.S. Yu, "Cooperative TransCaching: A system of distributed proxy servers for Web content adaptation", Poster Proceedings of the 12th International World Wide Web Conference (WWW 2003), Budapest, Hungary, May 2003. [html]
• V. Cardellini, E. Casalicchio, M. Colajanni, M. Mambelli, "Enhancing a Web-server cluster with Quality of Service mechanisms", Proceedings of the 21st IEEE International Performance, Computing, and Communications Conference (IPCCC 2002), Phoenix, AZ, pp. 205-212, April 2002. [doi], [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, M. Mambelli, "Web switch support for differentiated services", Workshop on Performance and Architecture of Web Servers (PAWS 2001) (in conjunction with ACM Sigmetrics 2001), Cambridge, MA, June 2001.
• V. Cardellini, E. Casalicchio, M. Colajanni, S. Tucci, "Mechanisms for quality of service in Web clusters", Proceedings of the TERENA Networking Conference, Antalya, Turkey, May 2001. [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, "A performance study of distributed architectures for the quality of Web services", Proceedings of the Hawaii International Conference on System Sciences (HICSS-34), Software Technology Track, Maui, Hawaii, pp. 3551-3560, Jan. 2001. IEEE Computer Society. [doi], [pdf]
• V. Cardellini, P. S. Yu, Y.-W. Huang, "Collaborative proxy system for distributed Web content transcoding", Proceedings of the 9th International ACM Conference on Information and Knowledge Management (CIKM 2000), Washington, DC, pp. 520-527, Nov. 2000. [doi], [pdf]
• V. Cardellini, M. Colajanni, P. S. Yu, "Geographic load balancing for scalable distributed Web systems", Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2000), San Francisco, CA, pp. 20-27, Aug./Sep. 2000. IEEE Computer Society. [doi], [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, S. Tucci, "Parallel and distributed architectures for fast and dependable Web services", Proceedings of the 7th International Congress on New Technologies and Computing Applications, Cuba, May 2000.
• V. Cardellini, M. Colajanni, P. S. Yu, "Redirecting strategies for load sharing policies in distributed Web systems", Proceedings of the 14th International Symposium on Computer and Information Sciences (ISCIS 1999), Kusadasi, Turkey, pp. 91-98, Oct. 1999.
• V. Cardellini, M. Colajanni, P. S. Yu, "Redirection algorithms for load sharing in distributed Web-server systems", Proceedings of the 19th IEEE International Conference on Distributed Computing Systems (ICDCS 1999), Austin, TX, pp. 528-535, June 1999. [doi], [pdf]
• V. Cardellini, M. Colajanni, P. S. Yu, "High performance Web-server systems", Proceedings of the 13th International Symposium on Computer and Information Sciences (ISCIS 1998), Ankara, Turkey, pp. 288-293, Oct. 1998.
• V. Cardellini, M. Colajanni, P. S. Yu, "Efficient state estimators for load control policies in scalable Web server clusters", Proceedings of the 22nd IEEE International Computer Software and Application Conference (COMPSAC 1998), Vienna, Austria, pp. 449-456, Aug. 1998. [doi], [pdf]
• M. Colajanni, P. S. Yu, V. Cardellini, "Dynamic load balancing in geographically distributed heterogeneous Web servers", Proceedings of the 18th IEEE International Conference on Distributed Computing Systems (ICDCS 1998), Amsterdam, The Netherlands, pp. 295-303, May 1998. [doi], [pdf]

Editorial Articles

• L. Lundberg, H. Grahn, V. Cardellini, A. Polze, S. Shirinbab, "Editorial to the Special Issue on Big Data in Industrial and Commercial Applications", Big Data Research, Vol 26, Nov. 2021. [doi]
• M. Aldinucci, V. Cardellini, G. Mencagli, M. Torquati, "Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming", Parallel Computing, Vol. 98, Oct. 2020. [doi]
• V. Cardellini, G. Mencagli, D. Talia, M. Torquati, "New landscapes of the data stream processing in the era of fog computing", Future Generation Computer Systems, Vol. 99, pp. 646-650, October 2019. [doi]

Books Edited

• U. Schwardmann, C. Boehme, D. B. Heras, V. Cardellini, E. Jeannot, A. Salis, C. Schifanella, R. R. Manumachu, D. Schwamborn, L. Ricci, O. Sangyoon, T. Gruber, L. Antonelli, S. L. Scott (Eds.), Euro-Par 2019: Parallel Processing Workshops - Euro-Par 2019 International Workshops, Göttingen, Germany, August 26-30, 2019, Revised Selected Papers, LNCS Vol. 11997, Springer, April 2020. [doi]
• G. Mencagli, D. B. Heras, V. Cardellini, E. Casalicchio, E. Jeannot, F. Wolf, A. Salis, C. Schifanella, R. R. Manumachu, L. Ricci, M. Beccuti, L. Antonelli, J. D. Garcia Sanchez, S. L. Scott, Euro-Par 2018: Parallel Processing Workshops - Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers, LNCS Vol. 11339, Springer, March 2019. [doi]
• V. Cardellini, E. Casalicchio, K.R.J.L. Castelo Branco, J.C. Estrella, F.J. Monaco (Eds.), Performance and Dependability in Service Computing: Concepts, Techniques and Research Directions, IGI Global, July 2011. [doi]
• N. Bartolini, S. Nikoletseas, P. Sinha, V. Cardellini, A. Mahanti (Eds.), Quality of Service in Heterogeneous Networks - 6th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2009 and 3rd International Workshop on Advanced Architectures and Algorithms for Internet Delivery and Applications, AAA-IDEA 2009, LNICST Vol. 22, Springer, 2009. [doi]

Peer-reviewed Book Chapters

• A. Alnafessah, G. Russo Russo, V. Cardellini, G. Casale, F. Lo Presti, "AI-driven performance management in data-intensive applications", Communications Network and Service Management in the Era of Artificial Intelligence and Machine Learning, N. Zincir-Heywood, Y. Diao, M. Mellia (eds.), IEEE Press Series on Networks and Service Management, Wiley, chapter 9, pages 199-222, Sept. 2021. [doi]
• G. Russo Russo, V. Cardellini, F. Lo Presti, M. Nardelli, "Towards a security-aware deployment of data streaming applications in fog computing", Fog/Edge Computing for Security, Privacy, and Applications, W. Chang and J. Wu (eds.), Springer, January 2021. [doi], [pdf]
• V. Cardellini, T. Galinac Grbac, M. Nardelli, N. Tankovic, H.-L. Truong, "QoS-based elasticity for service chains in distributed edge cloud environments", Autonomous Control for a Reliable Internet of Services: Methods, Models, Approaches, Techniques, Algorithms and Tools, I. Ganchev, R. van der Mei, H. van den Berg (Eds.), LNCS Vol. 10768, Springer, pp. 182-211, May 2018. [doi], [pdf]
• V. Cardellini, T. Galinac Grbac, A. Kassler, P. Kathiravelu, F. Lo Presti, A. Marotta, M. Nardelli, L. Veiga, "Integrating SDN and NFV with QoS-aware service composition", Autonomous Control for a Reliable Internet of Services: Methods, Models, Approaches, Techniques, Algorithms and Tools, I. Ganchev, R. van der Mei, H. van den Berg (Eds.), LNCS Vol. 10768, Springer, pp. 212-240, May 2018. [doi], [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, S. Iannucci, F. Lo Presti, R. Mirandola, "MOSES: a platform for experimenting with QoS-driven self-adaptation policies for service oriented systems", in Software Engineering for Self-Adaptive Systems III. Assurances, R. de Lemos, D. Garlan, C. Ghezzi, and H. Giese (Eds.), LNCS Vol. 9640, Springer, pp. 409-433, 2017. [doi], [pdf]
• V. Cardellini, V. Di Valerio, S. Iannucci, F. Lo Presti, "Service-oriented systems for adaptive management of service composition", Adaptive Web Services for Modular and Reusable Software Development: Tactics and Solutions, G. Ortiz and X. Cubo (Eds.), IGI Global, pp. 161-195, 2013. [doi]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "On guaranteeing global dependability properties in collaborative business process management", Business System Management and Engineering, C.A. Ardagna, E. Damiani, L.A. Maciaszek, M.M. Missikoff, and M. Parkin (Eds.), LNCS Vol. 7350, pp. 48-70, 2012. [doi], [pdf]
• V. Cardellini, E. Casalicchio, L. Silvestri, "Service level provisioning for cloud-based applications", Advancements in Distributed Computing and Internet Technologies: Trends and Issues, A.-S. K. Pathan, M. Pathan, H.Y. Lee (Eds.), IGI Global, pp. 363-385, 2012. [doi]
• V. Cardellini, E. Casalicchio, F. Lo Presti, V. Grassi, R. Mirandola, "Towards self-adaptation for dependable service oriented systems", Architecting Dependable Systems VI, R. De Lemos, J.-C. Fabre, C. Gacek, F. Gadducci, and M. Ter Beek (Eds.), LNCS Vol. 5835, Springer, pp. 24-48, Oct. 2009. [doi], [pdf]
• C. Canali, V. Cardellini, M. Colajanni, R. Lancellotti, "Content delivery and management", Content Delivery Networks, R. Buyya, M. Pathan, and A. Vakali (Eds.), LNEE Vol. 9, Springer, June 2008. [doi]
• V. Cardellini, M. Colajanni, P.S. Yu, "Distributed systems for efficient Web-based services", Performance Evaluation of Parallel, Distributed and Emergent Systems, G. Min and M. Ould-Khaoua (Eds.), Nova Science Publishers, pp. 319-354, 2007.
• M. Andreolini, V. Cardellini, M. Colajanni, "Benchmarking models and tools for distributed Web-server systems", Performance Evaluation of Complex Systems: Techniques and Tools, M.C. Calzarossa, S. Tucci (Eds.), LNCS Vol. 2459, pp. 208-235, Springer-Verlag, Sept. 2002. [doi], [pdf]
• V. Cardellini, M. Colajanni, P. S. Yu, "Impact of workload models in evaluating the performance of distributed Web-server systems", System performance evaluation: methodologies and applications, E. Gelenbe (Ed.), CRC Press, pp. 397-417, Mar. 2000.

Theses

• V. Cardellini, "Scalable Web-server systems", Doctoral Dissertation, University of Rome Tor Vergata, Italy, March 2001.
• V. Cardellini, "Algoritmi di scheduling per Web server distribuiti", Tesi di Laurea, University of Rome Tor Vergata, Italy, July 1997.

Technical Reports

• A. Abdullahi Hassan, V. Cardellini, S. Filippone, "Toward test-driven development of scientic applications with Coarray Fortran", Technical Report RR-16.10, Dip. di Ingegneria Civile e Ingegneria Informatica, Università di Roma "Tor Vergata", Italy, Aug. 2016. [html]
• V. Cardellini, A. Fanfarillo, S. Filippone, "Overlapping communication with computation in MPI applications", Technical Report RR-16.02, Dip. di Ingegneria Civile e Ingegneria Informatica, Università di Roma "Tor Vergata", Italy, Feb. 2016. [html]
• V. Cardellini, V. Grassi, F. Lo Presti, M. Nardelli, "Distributed QoS-aware scheduling in Storm", Technical Report RR-15.07, Dip. di Ingegneria Civile e Ingegneria Informatica, Università di Roma "Tor Vergata", Italy, Mar. 2015. [html]
• RT4. D. Barbieri, V. Cardellini, A. Fanfarillo, S. Filippone, "Three storage formats for sparse matrices on GPGPUs", Technical Report RR-15.06, Dip. di Ingegneria Civile e Ingegneria Informatica, Università di Roma "Tor Vergata", Italy, Feb. 2015. [html]
• V. Cardellini, V. De Nitto Persone', V. Di Valerio, F. Facchinei, V. Grassi, F. Lo Presti, V. Piccialli, "A game-theoretic approach to computation offloading in mobile cloud computing", Optimization Online, Aug. 2013. [html]
• V. Di Valerio, V. Cardellini, F. Lo Presti, "Optimal pricing and service provisioning strategies in cloud systems: a Stackelberg game approach", Technical Report RR-13.01, Dip. di Ingegneria Civile e Ingegneria Informatica, Università di Roma "Tor Vergata", Italy, Feb. 2013. [html]
• D. Barbieri, V. Cardellini, S. Filippone, "Sparse computations on GPGPUs", Technical Report RR-12.90, Dip. di Informatica, Sistemi e Produzione, Università di Roma "Tor Vergata", Italy, Jan. 2012. [html]
• M. Abundo, V. Cardellini, and F. Lo Presti, "An MDP-based admission control for service-oriented systems", Technical Report RR-11.86, Dip. di Informatica, Sistemi e Produzione, Università di Roma "Tor Vergata", Italy, Feb. 2011. [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "Adaptive management of composite services under percentile-based service level agreements", Technical Report RR-10.85, Dip. di Informatica, Sistemi e Produzione, Università di Roma "Tor Vergata", Italy, June 2010. [pdf]
• V. Cardellini, E. Casalicchio, V. Grassi, F. Lo Presti, "Scalable service selection for Web service composition supporting differentiated QoS classes", Technical Report RR-07.59, Dip. di Informatica, Sistemi e Produzione, Università di Roma "Tor Vergata", Italy, Feb. 2007. [pdf]
• C. Canali, V. Cardellini, R. Lancellotti, "Squid-based proxy server for content adaptation", Technical Report TR-2003-03, Dept. of Computer Engineering, University of Roma Tor Vergata, Jan. 2003. [pdf]
• V. Cardellini, E. Casalicchio, M. Colajanni, P.S. Yu, "The state of the art in locally distributed Web-server systems", IBM Research Report RC 22209, Yorktown Heights, NY, Oct. 2001. [html]
• V. Cardellini, M. Colajanni, P.S. Yu, "Redirection algorithms for load sharing in distributed Web-server systems", IBM Research Report RC 21315, Yorktown Heights, NY, 1998.
• V. Cardellini, M. Colajanni, P.S. Yu, "Dynamic load balancing on scalable Web-server systems", IBM Research Report RC 21311, Yorktown Heights, NY, 1998.
• V. Cardellini, M. Colajanni, P.S. Yu, "Efficient state estimators for load control policies in scalable Web server clusters", IBM Research Report RC 21085, Yorktown Heights, NY, Jan. 1998.

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