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Claudia Canali

Personal Information

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Claudia Canali
Researcher

Dipartimento di Ingegneria Enzo Ferrari
Università di Modena e Reggio Emilia
Via Vivarelli 10/1
41125 Modena, Italy
Tel.:   +39 0592056317
E-mail:  claudia.canali@unimore.it

Curriculum Vitae

Teaching Activities

  • A.A. 2016/17
  • Past Academic Years
    • Dynamic Languages (from A.A. 2011/12 to now)
    • Elements of Computer Science (from A.A. 2009/10 to 2011/12)
    • C++ Programming (from A.A. 2008/09 to 2010/11)
    • Mobile and Multimedia Services (A.A. 2008/09)

Research

Recent professional and editorial activities

  • Associate editor: Journal of Cluster Computing
  • Area editor: Journal of Communications Software and Systems (JCOMMS)
  • Guest editor of Peer-to-Peer Networking and Applications Journal, Special Issue on Experimental Evaluation of Peer-to-Peer Applications, 2013 - link
  • Program Vice-Chair of the 6th International Conference on Multimedia and Ubiquitous Engineering (MUE 2012)
  • Project proposals evaluator for
    • Italian Minister of Education, University and Research (MIUR): "Future in Research 2013" and "Scientific Independence of young Researchers (SIR) 2014"
    • Luxembourg National Research Fund (FNR): Research Programmes CORE and POLLUX
  • Technical Program Committee member of
    • International Workshop on Sustainable Data Centres and Cloud Computing (SD3C): 2017
    • International Workshop on Softwarized Infrastructures for 5G and Fog Computing (Soft5): 2017
    • ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks (PE-WASUN): 2017, 2016, 2015, 2014, 2013, 2012, 2011 , 2010
    • EAI International Conference on Mobile Networks and Management 2017
    • International Conference on Ubiquitous Computing and Communications (IUCC): 2017, 2016
    • International Conference on Green IT Solutions (ICGREEN): 2016, 2015
    • International Conference on Internet and Web Applications and Services (ICIW): 2016, 2015
    • GC15-CISS - IEEE Globecom'15 Communication & Information System Security Symposium: 2015
    • International Conference on Mobile Web Information Systems (MobiWIS): 2015, 2013
    • ACM International Workshop on Performance Monitoring, Measurement, and Evaluation of Heterogeneous Wireless and Wired Networks (PM2HW2N): 2014, 2013, 2012, 2011, 2010, 2009
  • Reviewer for the following International Journals: IEEE Transactions on Service Computing, IEEE Transactions on Vehicular Technology, IEEE Transactions on Systems, Man and Cybernetics, IEEE Internet Computing, World Wide Web Journal, Journal of Systems and Software, Cluster Computing, Journal of Supercomputing, Network and Computer Applications, Peer-to-Peer Networking and Applications, Simulation Modelling Practice and Theory

Selected publications

Journals

  1. Claudia Canali, Riccardo Lancellotti, "AGATE: Adaptive Gray Area-based TEchnique to Cluster Virtual Machines with Similar Behavior", IEEE Transactions on Cloud Computing, First Online, 2017
  2. Mohammad Shojafar, Claudia Canali, Riccardo Lancellotti, Jemal Abawajy, "Adaptive Computing-plus-Communication Optimization Framework for Multimedia Processing in Cloud Systems", IEEE Transactions on Cloud Computing, First Online, 2017
  3. Claudia Canali, Riccardo Lancellotti, "Scalable and automatic virtual machines placement based on behavioral similarities", Computing Journal, Springer, Vol. 99, N. 6, pp 575-595, June 2017
  4. Claudia Canali, Riccardo Lancellotti, "Identifying Communication Patterns between Virtual Machines in Software-Defined Data Centers", Performance Evaluation Review, ACM SIGMETRICS, Vol. 44, N. 4, pp 49-56, March 2017
  5. Claudia Canali, Riccardo Lancellotti, "A Comparison of Techniques to Detect Similarities in Cloud Virtual Machines", Journal of Grid and Utility Computing, Vol. 7, No. 2, 2016
  6. Claudia Canali, Riccardo Lancellotti, "Parameter Tuning for Scalable Multi-Resource Server Consolidation in Cloud Systems", Journal of Communications Software and Systems (JCOMSS), Vol. 11, No. 4, Dec. 2015
  7. Claudia Canali, Riccardo Lancellotti, "Detecting Similarities in Virtual Machine Behavior for Cloud Monitoring using Smoothed Histograms", Journal of Parallel and Distributed Computing, Vol. 74, No. 8, August 2014
  8. Claudia Canali, Riccardo Lancellotti, "Exploiting Ensemble Techniques for Automatic Clustering of Virtual Machine in Cloud Systems", Automated Software Engineering Journal, Vol. 21, No. 3, September 2014
  9. Claudia Canali, Riccardo Lancellotti, "Improving scalability of cloud monitoring through PCA-based Clustering of Virtual Machines" (alternative link), Journal of Computer Science and Technology, Springer, Vol. 29, No. 1, January 2014
  10. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, Algorithms for Web Service Selection with Static and Dynamic Requirements", Service Oriented Computing and Applications Journal, Springer, Vol. 7, No. 1, March 2013
  11. Roberto Canonico, Claudia Canali, Walid Dabbous, "Experimental evaluation of peer-to-peer applications", Peer-to-Peer Networking and Applications Journal, Springer, Vol. 6, No. 2, Jan. 2013
  12. Claudia Canali, Riccardo Lancellotti, "Automated Clustering of Virtual Machines based on Correlation of Resource Usage", Journal of Communications Software and Systems (JCOMSS), Vol. 8, No. 4, Dec. 2012
  13. Claudia Canali, Michele Colajanni, Delfina Malandrino, Vittorio Scarano, Raffaele Spinelli, "A Novel Intermediary Framework for Dynamic Edge Service Composition", Journal of Computer Science and Technology, Springer, Vol. 27, No. 2, Mar. 2012
  14. Claudia Canali, Riccardo Lancellotti, "A quantitative methodology based on component analysis to identify key users in social networks", International Journal of Social Network Mining, Vol. 1, No. 1, Jan. 2012
  15. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Resource management strategies for the Mobile Web", Mobile Networks and Applications Journal, Springer, Vol. 15, No. 2, Apr. 2010
  16. Simone Burresi, Claudia Canali, M. Elena Renda, Paolo Santi, "Enabling Efficient Peer-to-Peer Resource Sharing in Wireless Mesh Networks", IEEE Transactions on Mobile Computing, Vol. 9, No. 3, Mar. 2010
  17. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "A two-level distributed architecture for the support of content adaptation and delivery services", Cluster Computing Journal, Springer, Vol. 13, No. 1, Mar. 2010
  18. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Performance evolution of Mobile-Web based services", IEEE Internet Computing, Vol. 13, No. 2, Mar./Apr. 2009
  19. Claudia Canali, Valeria Cardellini, Riccardo Lancellotti, "Content Adaptation Architectures Based on Squid Proxy Server", World Wide Web Journal, Springer, Vol. 9, No. 1, March 2006

Book Chapters

  1. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Technological Solutions to Support Mobile Web 2.0 Services", invited book chapter in Mobile Web 2.0: Developing and Delivering Services, (S. A. Ahson, M. Ilyas Eds.), CRC Press, January 2011
  2. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, "Content Delivery and Management" invited book chapter in Content Delivery Networks: Principles and Paradigms (R. Buyya, M. Pathan and A. Vakali Eds.), Springer, June 2008
  3. Claudia Canali, Misha Rabinovich, Zhen Xiao, "Utility computing for Internet applications", invited book chapter in "Recent Advances on Web Content Delivery" (S. Chanson, X. Tang, J. Xu Eds.), Springer, October 2005

Conferences

  1. L. Chiaraviglio, N. Blefari-Melazzi, C. Canali, F. Cuomo, R. Lancellotti, M. Shojafar, "A measurement-based analysis of temperature variations introduced by power management on Commodity HardWare", Proc. of 19th International Conference on Transparent Optical Networks (ICTON 2017), Girona, Catalonia Spain, 2-6 July 2017
  2. Mohammad Shojafar, Claudia Canali, Riccardo Lancellotti, "A Computation- and Network-Aware Energy Optimization Model for Virtual Machines Allocation", Proc. of 7th International Conference on Cloud Computing and Services Science (CLOSER 2017), Porto, Portugal, 24-26 April 2017
  3. Paola G. Vinueza Naranjo, Mohammad Shojafar, Leticia Vaca-Cardenas, Claudia Canali, Riccardo Lancellotti, Enzo Baccarelli, "Big Data Over SmartGrid - A Fog Computing Perspective", Proc. of 24rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2016), Split, Croatia, 22-24 September 2016
  4. Claudia Canali, Riccardo Lancellotti, "A Correlation-based Methodology to Infer Communication Patterns between Cloud Virtual Machines", Proc. of 10th EAI International Conference on Performance Evaluation Methodologies and Tools (Valuetools) - InfQ Workshop, Taormina, Italy, 25-28 October 2016
  5. Mohammad Shojafar, Claudia Canali, Riccardo Lancellotti, Enzo Baccarelli, "Minimizing Computing-plus-Communication Energy Consumptions in Virtualized Networked Data Centers", Proc. of 21st IEEE Symposium on Computers and Communications (ISCC 2016), Messina, Italy, 27-30 June 2016
  6. Mohammad Shojafar, Claudia Canali, Riccardo Lancellotti, Saeid Abolfazli, "An Energy-aware Scheduling Algorithm in DVFS-enabled Networked Data Centers", Proc. of 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Rome, Italy, 23-25 April 2016
  7. Claudia Canali, Riccardo Lancellotti, "Automatic Parameter Tuning for Class-Based Virtual Machine Placement in Cloud Infrastructures", Proc. of 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2015), Split, Croatia, 16-18 September 2015
  8. Claudia Canali, Riccardo Lancellotti, "A Class-based Virtual Machine Placement Technique for a Greener Cloud", Proc. of 4th Int'l Conference on Green It Solutions (ICGREEN 2015), Milano, 6 July 2015
  9. Claudia Canali, Riccardo Lancellotti, "Exploiting Classes of Virtual Machines for Scalable IaaS Cloud Management", Proc. of IEEE 4th Symposium on Network Cloud Computing and Applications (NCCA 2015), Munich, 11-12 June 2015
  10. Claudia Canali, Riccardo Lancellotti, "Balancing Accuracy and Execution Time for Similar Virtual Machines Identification in IaaS Cloud", Proc. of IEEE Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'14), Parma, Italy, June 2014
  11. Claudia Canali, Riccardo Lancellotti, "An Adaptive Technique to Model Virtual Machine Behavior for Scalable Cloud Monitoring", Proc. of 9th International Symposium on Computers and Communications (ISCC'14), Madeira, Portugal, June 2014, Best paper award
  12. Claudia Canali, Riccardo Lancellotti, "Automatic Virtual Machine Clustering based on Bhattacharyya Distance for Multi-Cloud Systems", Proc. of 1st International Workshop on Multi-cloud Applications and Federated Clouds (Multi-Cloud'13), Prague, April 2013
  13. Claudia Canali, Riccardo Lancellotti, "Automated Clustering of VMs for Scalable Cloud Monitoring and Management", 20th International Conference on Software, Telecommunications and Computer Networks (SOFTCOM'12), Split, Croatia, Sept. 2012
  14. Mauro Andreolini, Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Dynamic request management algorithms for Web-based services in cloud computing", Proc. of the IEEE Computer Software and Applications Conference (COMPSAC'11), Munich, Germany, July 2011
  15. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Data Acquisition in Social Networks: Issues and Proposals", Proc. of the International Workshop on Services and Open Sources (SOS'11), Brest, France, January 2011
  16. Claudia Canali, Sara Casolari, Riccardo Lancellotti, "A quantitative methodology to identify relevant users in social networks", Proc. of the International Workshop on Business Applications of Social Network Analysis (BASNA'10), Bangalore, India, December 2010
  17. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Adaptive algorithms for efficient content management in social network services" Proc. of the 10th IEEE International Conference on Computers and Information Technology (CIT'10), Bradford, UK, June 2010
  18. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Characteristics and evolution of content popularity and user relations in social networks", Proc. of IEEE Symposium on Computers and Communications (ISCC'10), Riccione, Italy, Jun. 2010
  19. Douglas Blough, Claudia Canali, Paolo Santi, "On the Impact of Far Away Interference on Evaluations of Wireless Multihop Networks", Proc. of the 12th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'09), Tenerife, Canary Islands, October 2009
  20. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Hot set identification for social network applications", Proc. of the 33rd Annual IEEE International Computer Software and Applications Conference (COMPSAC'09), Seattle, Washington, July 2009
  21. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Resource management strategies for Mobile Web-based services", Proc. of the 4th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WIMOB 2008), Avignon, France, October 2008
  22. Claudia Canali, M. Elena Renda, Paolo Santi, "Evaluating Load Balancing in Peer-to-Peer Resource Sharing Algorithms for Wireless Mesh Networks", Proc. of the 2nd IEEE International Workshop on Enabling Technologies and Standards for Wireless Mesh Networking (MeshTech'08), Atlanta, GA, September 2008
  23. Claudia Canali, Riccardo Lancellotti, Josè Garcia Sanchez, "Impact of Social Networking Services on Performance and Scalability of Web Server Infrastructures", Proc. of the 7th IEEE International Symposium on Network Computing and Applications (NCA08), Cambridge, MA, July 2008
  24. Simone Burresi, Claudia Canali, M. Elena Renda, Paolo Santi, "MESHCHORD: A Location-Aware, Cross-Layer Specialization of Chord for Wireless Mesh Networks", Proc. of the 6th Annual IEEE International Conference on Pervasive Computing and Communications (PERCOM 2008), Hong Kong, March 2008
  25. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, Philip S. Yu, "A distributed infrastructure supporting personalized services for the Mobile Web", Proc. of the 3rd IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WIMOB 2007), New York, USA, October 2007
  26. Mauro Andreolini, Claudia Canali, Riccardo Lancellotti, "Impact of request dispatching granularity in geographically distributed Web systems", Proc. of the 6th IEEE International Symposium on Network Computing and Applications (NCA07), Cambridge, MA, July 2007
  27. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Distributed architectures for high performance and privacy-aware content generation and delivery", Proc. of the 2nd International Conference on Automated Production of Cross Media Content for Multi-channel Distribution (Axmedis 2006), Leeds, UK, December 2006
  28. Claudia Canali, Riccardo Lancellotti, "A distributed architecture to support infomobility services", Proc. of The International Workshop on Advanced Architectures and Algorithms for Internet Delivery and Applications (AAA-IDEA 2006), Pisa, Italy, October 2006
  29. Claudia Canali, Michele Colajanni, Riccardo Lancellotti, "Distribution of adaptation services for ubiquitous Web access driven by user profiles", Proc. of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), Cagliari, Italy, June 2006
  30. Claudia Canali, Sara Casolari, Riccardo Lancellotti, "Distributed Systems to Support Efficient Adaptation for Ubiquitous Web", Proc. of the 2005 International Conference on High Performance Computing and Communications (HPCC 2005), Sorrento, Italy, September 2005
  31. Claudia Canali, Sara Casolari, Riccardo Lancellotti, "Architectures for scalable and flexible Web personalization services", Proc. of The International Workshop on Advanced Architectures and Algorithms for Internet Delivery and Applications (AAA-IDEA 2005), Orlando, Florida, June 2005
  32. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, "Performance comparison of distributed architectures for content adaptation and delivery of Web resources", Proc. of The International Workshop on Services and Infrastructure for the Ubiquitous and Mobile Internet (SIUMI'05), in conjunction with ICDCS'05, Columbus, Ohio, June 2005
  33. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, Philip S. Yu, "A Two-level Distributed Architecture for Web Content Adaptation and Delivery", Proc. of The IEEE/IPSJ Symposium on Applications and the Internet (SAINT 2005), Trento, Italy, Jan./Feb. 2005
  34. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, "Evaluating User-perceived Benefits of Content Distribution Networks", Proc. of 2004 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'04), San Jose, California, July 2004
  35. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, Philip S. Yu, "Cooperative Architectures and Algorithms for Discovery and Transcoding of Multi-version Contents", Proc. of 8th Web Caching Workshop (WCW 2003), Hawthorne, NY ,USA, Sept. 2003
  36. Claudia Canali, Valeria Cardellini, Michele Colajanni, Riccardo Lancellotti, Philip S. Yu, "Cooperative TransCaching: A System of Distributed Proxy Servers for Web Content Adaptation", Poster Proc. of the Twelfth International World Wide Web Conference (WWW2003), Budapest, Hungary, May 2003

Claudia Canali