E. Gianniti, M. Ciavotta, D. Ardagna. Optimizing Quality-Aware Big Data Applications in the Cloud. To appear in IEEE Transactions on Cloud Computing, 2018.
D. Ardagna, M. Ciavotta, R. Lancellotti, M. Guerriero. A Hierarchical Receding Horizon Algorithm for QoS-driven control of Multi-IaaS Applications. To appear in IEEE Transactions on Cloud Computing, 2018.
M. Malekimajd, D. Ardagna, M Ciavotta, E. Gianniti, M. Passacantando, A. M. Rizzi. An Optimization Framework for the Capacity Allocation and Admission Control of MapReduce Jobs in Cloud Systems. To appear in the Journal of Supercomputing, 2018.
M. Ciavotta, D. Ardagna, G. P. Gibilisco. A mixed integer linear programming optimization approach for multi-cloud capacity allocation. Journal of Systems and Software, 2017, 123, 64–78.
A. Evangelinou , M. Ciavotta, D. Ardagna , A. Kopaneli, G.Kousiouris, T. Varvarigou. Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach. Future Generation Computer Systems, 2018, 78, 102-114.
M. Ciavotta, C. Meloni, M. Pranzo. Speeding up a Rollout algorithm for complex parallel machine scheduling. International Journal of Production Research, 2016, 54, 4993–5009.
D. Ardagna, M. Ciavotta, M. Passacantando. Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems. Transactions on Services Computing, 2015, 10, 381-395.
M. Mazzara and M. Ciavotta. Issues about the Adoption of Formal Methods for Dependable Composition of Web Services. International Journal of Systems and Service-Oriented Engineering, 2015, 4, 35-50.
M. Malekimajd, D. Ardagna, M. Ciavotta, A. M. Rizzi, M. Passacantando. Optimal Map Reduce Job Capacity Allocation in Cloud Systems. ACM SIGMETRICS Performance Evaluation Review, 2015, 42, 50-60.
D. Ardagna, G. Casale, M. Ciavotta, J. F. Perez, W. Wang. Quality-of-Service in Cloud computing: modeling techniques and their applications. Journal of Internet Services and Applications, 2014, 5, 1-17.
M. Ciavotta, P. Detti, C. Meloni, M. Pranzo. A bi-objective coordination setup problem in a two-stage production system. European Journal of Operational Research, 2008, 189, 734-45.
G. Minella, R. Ruiz, M. Ciavotta. A review and evaluation of multiobjective algorithms for the flowshop scheduling problem. INFORMS Journal on Computing, 2008, 20, 451-471.
M. Ciavotta, C. Meloni, M. Pranzo. Scheduling dispensing and counting in secondary pharmaceutical manufacturing. AIChE Journal, 2009, 55, 1161-1170.
G. Minella, R. Ruiz, M. Ciavotta. Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems. Computers & Operations Research, 2011, 38, 1521-1533.
M. Ciavotta, C. Meloni, M. Pranzo. Minimising general setup costs in a two-stage production system. International Journal of Production Research, 2012, 51, 2268–2280.
M. Ciavotta, G. Minella, R. Ruiz. Multi-objective sequence dependent setup times permutation flowshop: A new algorithm and a comprehensive study. European Journal of Operational Research, 2013, 227, 301-313.