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Research

Publications: Mr Saeid Ghafouri

Ghafouri S, Razavi K, Salmani M, Sanaee A, Botran TL, Wang L, Doyle J, Jamshidi P ( 2024 ) . [Solution] IPA: Inference Pipeline Adaptation to achieve high accuracy and cost-efficiency . Journal of Systems Research vol. 4 , ( 1 )
Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L ( 2024 ) . Sponge . Conference: Proceedings of the 4th Workshop on Machine Learning and Systems184 - 191 .
Ghafouri S ( 2024 ) . Machine Learning in Container Orchestration Systems: Applications and Deployment .
Ghafouri S, Khasteh SH, Azarkasb SO ( 2023 ) . Influence maximization (IM) in complex networks with limited visibility using statistical methods . The Journal of Supercomputing vol. 80 , ( 5 ) 6809 - 6854 .
Ghafouri S, Abdipoor S, Doyle J ( 2023 ) . Smart-Kube: Energy-Aware and Fair Kubernetes Job Scheduler Using Deep Reinforcement Learning . Conference: 2023 IEEE 8th International Conference on Smart Cloud (SmartCloud) vol. 00 , 154 - 163 .
Ghafouri S, Saleh-Bigdeli AA, Doyle J ( 2020 ) . Consolidation of Services in Mobile Edge Clouds using a Learning-based Framework . Proceedings - 2020 IEEE World Congress on Services, SERVICES 2020 . Conference: The 1st IEEE SERVICES Workshop on Artificial Intelligence and Services Adaption (AISA)116 - 121 .
Ghafouri S, Khasteh SH ( 2020 ) . A survey on exponential random graph models: an application perspective . PeerJ Computer Science vol. 6 ,
Zare M, Khasteh SH, Ghafouri S ( 2020 ) . Automatic ICA detection in online social networks with PageRank . Peer-to-Peer Networking and Applications vol. 13 , ( 5 ) 1297 - 1311 .
Ghafouri S, Khasteh SH ( 2019 ) . Influence Maximization Under Partially Observable Environments . Conference: 2019 27th Iranian Conference on Electrical Engineering (ICEE) vol. 00 , 1984 - 1988 .