Search Results for author: Saeed Sharifian

Found 5 papers, 3 papers with code

Intelligent Service Selection in a Multi-dimensional Environment of Cloud Providers for IoT stream Data through cloudlets

no code implementations14 Aug 2020 Omid Halimi Milani, S. Ahmad Motamedi, Saeed Sharifian

Moreover, the MWG has 4%, 4. 7%, and 7. 3% optimization in metric of quality in comparison to MOWCA, KGA, and NSGAII, respectively.

Cloud Computing

SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction on the Edge

no code implementations3 Oct 2019 Pooya Khandel, Amir Hossein Rassafi, Vahid Pourahmadi, Saeed Sharifian, Rong Zheng

As such decisions are application dependent and may change over time, they should be learned during the operation of the system, for that we propose a method based on Advantage Actor-Critic (A2C) reinforcement learning which gradually learns which sensor's data is cost-effective to be sent to the central node.

reinforcement-learning Reinforcement Learning (RL)

openCoT: The opensource Cloud of Things platform

1 code implementation2 Jan 2019 Abolfazl Danayi, Saeed Sharifian

In order to address the complexity and extensiveness of technology, Cloud Computing is utilized with four main service models.

Networking and Internet Architecture Distributed, Parallel, and Cluster Computing

Tree-Based Optimization: A Meta-Algorithm for Metaheuristic Optimization

1 code implementation25 Sep 2018 Benyamin Ghojogh, Saeed Sharifian, Hoda Mohammadzade

The experimental results on several well-known benchmarks show the outperforming performance of TBO algorithm in finding the global solution.

Metaheuristic Optimization

Pontogammarus Maeoticus Swarm Optimization: A Metaheuristic Optimization Algorithm

1 code implementation5 Jul 2018 Benyamin Ghojogh, Saeed Sharifian

In this algorithm, global optima is modeled as sea edge (coast) to which Gammarus creatures are willing to move in order to rest from sea waves and forage in sand.

Metaheuristic Optimization

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