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2020 – today

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2024
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Mina Emami Khansari, Saeed Sharifian:
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer. Future Gener. Comput. Syst. 153: 206-221 (2024)
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Mohammad Reza Babaei Mosleh, Saeed Sharifian:
An efficient cloud-integrated distributed deep neural network framework for IoT malware classification. Future Gener. Comput. Syst. 157: 603-617 (2024)
[j36]
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Mohammadreza Zamani, Saeed Sharifian:
Distributed edge to cloud ensemble deep learning architecture to diagnose Covid-19 from lung image in IoT based e-Health system. J. Supercomput. 80(13): 18492-18520 (2024)
2023
[j35]
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Zahra Aghapour, Saeed Sharifian, Hassan Taheri:
Task offloading and resource allocation algorithm based on deep reinforcement learning for distributed AI execution tasks in IoT edge computing environments. Comput. Networks 223: 109577 (2023)
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Amir Etefaghi, Saeed Sharifian:
AdaInNet: an adaptive inference engine for distributed deep neural networks offloading in IoT-FOG applications based on reinforcement learning. J. Supercomput. 79(2): 1592-1621 (2023)
2022
[j33]
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Marzieh Mohammadi, Seyed Ahmad Motamedi, Saeed Sharifian:
Drops on surface optimization (DSO): A new reinforcement learning based metaheuristic algorithm for virtual network functions placement in distributed cloud architectures. Comput. Networks 219: 109459 (2022)
2021
[j32]
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Ali Zamani, Bahador Bakhshi, Saeed Sharifian:
An efficient load balancing approach for service function chain mapping. Comput. Electr. Eng. 90: 106890 (2021)
[j31]
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Peyman Yazdanian, Saeed Sharifian:
E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction. J. Supercomput. 77(10): 11052-11082 (2021)
2020
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Sima Jeddi, Saeed Sharifian:
A hybrid wavelet decomposer and GMDH-ELM ensemble model for Network function virtualization workload forecasting in cloud computing. Appl. Soft Comput. 88: 105940 (2020)
[j29]
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Ahmad Rahati Belabad, Soheil Shahrooz, Saeed Sharifian, Seyed Ahmad Motamedi:
FPGA Implementation of the Generalized Parallel Two-Box Model-based Digital Predistorter for Wireless Transmitters. J. Circuits Syst. Comput. 29(4): 2050054:1-2050054:19 (2020)
[j28]
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Mina Emami Khansari, Saeed Sharifian:
A modified water cycle evolutionary game theory algorithm to utilize QoS for IoT services in cloud-assisted fog computing environments. J. Supercomput. 76(7): 5578-5608 (2020)
[j27]
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Milad Khademi Nori, Saeed Sharifian:
EDMARA2: a hierarchical routing protocol for EH-WSNs. Wirel. Networks 26(6): 4303-4317 (2020)
[i7]
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Omid Halimi Milani, Seyed Ahmad Motamedi, Saeed Sharifian:
Intelligent Service Selection in a Multi-dimensional Environment of Cloud Providers for IoT stream Data through cloudlets. CoRR abs/2008.06601 (2020)

2010 – 2019

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2019
[j26]
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Sima Jeddi, Saeed Sharifian:
A water cycle optimized wavelet neural network algorithm for demand prediction in cloud computing. Clust. Comput. 22(4): 1397-1412 (2019)
[j25]
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Alireza Keshavarzian, Saeed Sharifian, Sanaz Seyedin:
Modified deep residual network architecture deployed on serverless framework of IoT platform based on human activity recognition application. Future Gener. Comput. Syst. 101: 14-28 (2019)
[j24]
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Mehdi Lotfi, Seyed Ahmad Motamedi, Saeed Sharifian:
Time-based feedback-control framework for real-time video surveillance systems with utilization control. J. Real Time Image Process. 16(4): 1301-1316 (2019)
[j23]
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Saeed Sharifian, Masoud Barati:
An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction. Int. J. Mach. Learn. Cybern. 10(11): 3285-3300 (2019)
[j22]
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Alireza Farshin, Saeed Sharifian:
A modified knowledge-based ant colony algorithm for virtual machine placement and simultaneous routing of NFV in distributed cloud architecture. J. Supercomput. 75(8): 5520-5550 (2019)
[i6]
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Abolfazl Danayi, Saeed Sharifian:
openCoT: The opensource Cloud of Things platform. CoRR abs/1901.00302 (2019)
[i5]
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Pooya Khandel, Amir Hossein Rassafi, Vahid Pourahmadi, Saeed Sharifian, Rong Zheng:
SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction on the Edge. CoRR abs/1910.01601 (2019)
2018
[j21]
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Ahmad Rahati Belabad, Seyed Ahmad Motamedi, Saeed Sharifian:
A Novel Generalized Parallel Two-Box Structure for Behavior Modeling and Digital Predistortion of RF Power Amplifiers at LTE Applications. Circuits Syst. Signal Process. 37(7): 2714-2735 (2018)
[j20]
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Eiman Iranpour, Saeed Sharifian:
A distributed load balancing and admission control algorithm based on Fuzzy type-2 and Game theory for large-scale SaaS cloud architectures. Future Gener. Comput. Syst. 86: 81-98 (2018)
[j19]
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Ehsan Arianyan, Hassan Taheri, Saeed Sharifian, Mohsen Tarighi:
New six-phase on-line resource management process for energy and sla efficient consolidation in cloud data centers. Int. Arab J. Inf. Technol. 15(1): 10-20 (2018)
[j18]
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Naghmeh Dezhabad, Saeed Sharifian:
Learning-based dynamic scalable load-balanced firewall as a service in network function-virtualized cloud computing environments. J. Supercomput. 74(7): 3329-3358 (2018)
[j17]
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Mina Emami Khansari, Saeed Sharifian, Seyed Ahmad Motamedi:
Virtual sensor as a service: a new multicriteria QoS-aware cloud service composition for IoT applications. J. Supercomput. 74(10): 5485-5512 (2018)
[i4]
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  - journals/corr/abs-1807-01844
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Benyamin Ghojogh, Saeed Sharifian:
Pontogammarus Maeoticus Swarm Optimization: A Metaheuristic Optimization Algorithm. CoRR abs/1807.01844 (2018)
[i3]
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  - journals/corr/abs-1809-09284
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Benyamin Ghojogh, Saeed Sharifian, Hoda Mohammadzade:
Tree-Based Optimization: A Meta-Algorithm for Metaheuristic Optimization. CoRR abs/1809.09284 (2018)
2017
[j16]
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Alireza Farshin, Saeed Sharifian:
A chaotic grey wolf controller allocator for Software Defined Mobile Network (SDMN) for 5th generation of cloud-based cellular systems (5G). Comput. Commun. 108: 94-109 (2017)
[j15]
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Shima Rashidi, Saeed Sharifian:
A hybrid heuristic queue based algorithm for task assignment in mobile cloud. Future Gener. Comput. Syst. 68: 331-345 (2017)
[j14]
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Ahmad Rahati Belabad, Seyed Ahmad Motamedi, Saeed Sharifian:
An adaptive digital predistortion for compensating nonlinear distortions in RF power amplifier with memory effects. Integr. 57: 184-191 (2017)
[j13]
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Abolfazl Taghribi, Saeed Sharifian:
A Metaheuristically Tuned Interval Type 2 Fuzzy System to Reduce Segmentation Uncertainty in Brain MRI Images. J. Medical Syst. 41(11): 174:1-174:14 (2017)
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Shima Rashidi, Saeed Sharifian:
Cloudlet dynamic server selection policy for mobile task off-loading in mobile cloud computing using soft computing techniques. J. Supercomput. 73(9): 3796-3820 (2017)
[j11]
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Alireza Farshin, Saeed Sharifian:
MAP-SDN: a metaheuristic assignment and provisioning SDN framework for cloud datacenters. J. Supercomput. 73(9): 4112-4136 (2017)
2016
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Abolfazl Soltani, Seyed Mohammad Ahadi, Neda Faraji, Saeed Sharifian:
Designing efficient discriminant functions for multi-category classification using evolutionary methods. Neurocomputing 173: 1885-1897 (2016)
[j9]
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Ehsan Arianyan, Hassan Taheri, Saeed Sharifian:
Multi Target Dynamic VM Consolidation in Cloud Data Centers Using Genetic Algorithm. J. Inf. Sci. Eng. 32(6): 1575-1593 (2016)
[j8]
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Ehsan Arianyan, Hassan Taheri, Saeed Sharifian:
Novel heuristics for consolidation of virtual machines in cloud data centers using multi-criteria resource management solutions. J. Supercomput. 72(2): 688-717 (2016)
[j7]
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Saman Masarat, Saeed Sharifian, Hassan Taheri:
Modified parallel random forest for intrusion detection systems. J. Supercomput. 72(6): 2235-2258 (2016)
2015
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Ehsan Arianyan, Hassan Taheri, Saeed Sharifian:
Novel energy and SLA efficient resource management heuristics for consolidation of virtual machines in cloud data centers. Comput. Electr. Eng. 47: 222-240 (2015)
[j5]
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Abolfazl Soltani, Saeed Sharifian:
An ultra-high throughput and fully pipelined implementation of AES algorithm on FPGA. Microprocess. Microsystems 39(7): 480-493 (2015)
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Masoud Barati, Saeed Sharifian:
A hybrid heuristic-based tuned support vector regression model for cloud load prediction. J. Supercomput. 71(11): 4235-4259 (2015)
2014
[i2]
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Yaghoob Siahmargooei, Mohammad Kazem Akbari, Seyyed Alireza Hashemi Golpayegani, Saeed Sharifian:
Near-Optimal Virtual Machine Packing Based on Resource Requirement of Service Demands Using Pattern Clustering. CoRR abs/1406.7285 (2014)
2011
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Saeed Sharifian, Seyed A. Motamedi, Mohammad K. Akbari:
A predictive and probabilistic load-balancing algorithm for cluster-based web servers. Appl. Soft Comput. 11(1): 970-981 (2011)
2010
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Saeed Sharifian, Seyed A. Motamedi, Mohammad K. Akbari:
An approximation-based load-balancing algorithm with admission control for cluster web servers with dynamic workloads. J. Supercomput. 53(3): 440-463 (2010)
[i1]
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Mohsen Tarighi, Seyed A. Motamedi, Saeed Sharifian:
A new model for virtual machine migration in virtualized cluster server based on Fuzzy Decision Making. CoRR abs/1002.3329 (2010)

2000 – 2009

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2008
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Saeed Sharifian, Seyed A. Motamedi, Mohammad K. Akbari:
A content-based load balancing algorithm with admission control for cluster web servers. Future Gener. Comput. Syst. 24(8): 775-787 (2008)

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