Search Results for author: Rami Bahsoon

Found 9 papers, 2 papers with code

Dynamic Data-Driven Digital Twins for Blockchain Systems

no code implementations7 Dec 2023 Georgios Diamantopoulos, Nikos Tziritas, Rami Bahsoon, Georgios Theodoropoulos

Our Digital Twin leverages DDDAS feedback loop, which is responsible for getting the data from the system to the digital twin, conducting optimisation, and updating the physical system.

Decision Making

A Digital Twin Approach for Adaptive Compliance in Cyber-Physical Systems: Case of Smart Warehouse Logistics

no code implementations11 Oct 2023 Nan Zhang, Rami Bahsoon, Nikos Tziritas, Georgios Theodoropoulos

Engineering regulatory compliance in complex Cyber-Physical Systems (CPS), such as smart warehouse logistics, is challenging due to the open and dynamic nature of these systems, scales, and unpredictable modes of human-robot interactions that can be best learnt at runtime.

Explainable Human-in-the-loop Dynamic Data-Driven Digital Twins

no code implementations19 Jul 2022 Nan Zhang, Rami Bahsoon, Nikos Tziritas, Georgios Theodoropoulos

DT can leverage fundamentals of Dynamic Data-Driven Applications Systems (DDDAS) bidirectional symbiotic sensing feedback loops for its continuous updates.

Decision Making Interpretable Machine Learning

Digital Twins for Dynamic Management of Blockchain Systems

no code implementations26 Apr 2022 Georgios Diamantopoulos, Nikos Tziritas, Rami Bahsoon, Georgios Theodoropoulos

Given that Blockchains are complex, dynamic dynamic systems, a dynamic approach to their management and reconfiguration at runtime is deemed necessary to reflect the changes in the state of the infrastructure and application.

Management

Knowledge Equivalence in Digital Twins of Intelligent Systems

1 code implementation15 Apr 2022 Nan Zhang, Rami Bahsoon, Nikos Tziritas, Georgios Theodoropoulos

Maintaining such an equivalent model is challenging, especially when the physical systems being modelled are intelligent and autonomous.

valid

Selecting Miners within Blockchain-based Systems Using Evolutionary Algorithms for Energy Optimisation

no code implementations6 Jun 2021 Akram Alofi, Mahmoud A. Bokhari, Robert Hendley, Rami Bahsoon

In this paper, we represent the problem of selecting miners within a blockchain-based system as a subset selection problem.

Evolutionary Algorithms

Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline

no code implementations20 Jan 2020 Tao Chen, Rami Bahsoon, Xin Yao

To promote engineering self-aware and self-adaptive software systems in a reusable manner, architectural patterns and the related methodology provide an unified solution to handle the recurring problems in the engineering process.

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