Search Results for author: Sajib Mistry

Found 6 papers, 0 papers with code

Reputation Bootstrapping for Composite Services using CP-nets

no code implementations27 May 2021 Sajib Mistry, Athman Bouguettaya

We consider the history of invocation among component services to determine reputation-interdependence in a composition.

Q-Learning

Long-term IaaS Provider Selection using Short-term Trial Experience

no code implementations24 Feb 2021 Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, Sajib Mistry

We propose a novel approach to select privacy-sensitive IaaS providers for a long-term period.

Cryptography and Security Distributed, Parallel, and Cluster Computing

A CP-Net based Qualitative Composition Approach for an IaaS Provider

no code implementations24 Feb 2021 Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, Sajib Mistry

The IaaS provider's and consumers' qualitative preferences are captured using CP-Nets.

Sequential Learning-based IaaS Composition

no code implementations24 Feb 2021 Sajib Mistry, Sheik Mohammad Mostakim Fattah, Athman Bouguettaya

We propose an extended three-dimensional Q-learning approach to maximize the global preference ranking.

Clustering Q-Learning

Layer-based Composite Reputation Bootstrapping

no code implementations1 Feb 2021 Sajib Mistry, Athman Bouguettaya, Lie Qu

We propose a topology-aware Forest Deep Neural Network (fDNN) to find the correlations between the reputation of a composite service and reputation indicators of component services.

A Conflict Detection Framework for IoT Services in Multi-resident Smart Homes

no code implementations27 Apr 2020 Dipankar Chaki, Athman Bouguettaya, Sajib Mistry

A novel IoT conflict model is proposed considering the functional and non-functional properties of IoT services.

Computers and Society Distributed, Parallel, and Cluster Computing

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