Rami Bahsoon

Affiliations:
  • University of Birmingham, UK


According to our database1, Rami Bahsoon authored at least 174 papers between 2001 and 2024.

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Bibliography

2024
Knowledge Equivalence in Digital Twins of Intelligent Systems.
ACM Trans. Model. Comput. Simul., January, 2024

2023
DebtCom: Technical Debt-Aware Service Recomposition in SaaS Cloud.
IEEE Trans. Serv. Comput., 2023

A Digital Twin Approach for Adaptive Compliance in Cyber-Physical Systems: Case of Smart Warehouse Logistics.
CoRR, 2023

Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots.
CoRR, 2023

SymBChainSim: A Novel Simulation Tool for Dynamic and Adaptive Blockchain Management and its Trilemma Tradeoff.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

Real-Time Workflow Scheduling in Cloud with Recursive Neural Network and List Scheduling.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Federated Digital Twin.
Proceedings of the 27th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2023

Dynamic Blockchain Reconfiguration: Balancing the Trilemma Trade-off Using Digital Twins.
Proceedings of the 27th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2023

2022
Optimizing the Energy Consumption of Blockchain-Based Systems Using Evolutionary Algorithms: A New Problem Formulation.
IEEE Trans. Sustain. Comput., 2022

Managing Technical Debt in Database Normalization.
IEEE Trans. Software Eng., 2022

Continuous and Proactive Software Architecture Evaluation: An IoT Case.
ACM Trans. Softw. Eng. Methodol., 2022

A Study on Blockchain Architecture Design Decisions and Their Security Attacks and Threats.
ACM Trans. Softw. Eng. Methodol., 2022

Market-inspired framework for securing assets in cloud computing environments.
Softw. Pract. Exp., 2022

Systematic scalability analysis for microservices granularity adaptation design decisions.
Softw. Pract. Exp., 2022

HUNTER: AI based holistic resource management for sustainable cloud computing.
J. Syst. Softw., 2022

Service composition in dynamic environments: A systematic review and future directions.
J. Syst. Softw., 2022

BioLearner: A Machine Learning-Powered Smart Heart Disease Risk Prediction System Utilizing Biomedical Markers.
J. Interconnect. Networks, 2022

AI for next generation computing: Emerging trends and future directions.
Internet Things, 2022

BioSec: A Biometric Authentication Framework for Secure and Private Communication Among Edge Devices in IoT and Industry 4.0.
IEEE Consumer Electron. Mag., 2022

Digital Twins for Dynamic Management of Blockchain Systems.
Proceedings of the Winter Simulation Conference, 2022

Duplication Scheduling with Bottom-Up Top-Down Recursive Neural Network.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Semantics-Driven Learning for Microservice Annotations.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Mining the Limits of Granularity for Microservice Annotations.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Explainable Human-in-the-Loop Dynamic Data-Driven Digital Twins.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

Dynamic Data-Driven Digital Twins for Blockchain Systems.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

Surrogate-based Digital Twin for Predictive Fault Modelling and Testing of Cyber Physical Systems.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022

A Strategy for Advancing Research and Impact in New Computing Paradigms.
Proceedings of the Green Mobile Cloud Computing, 2022

2021
Systematic Scalability Modeling of QoS-aware Dynamic Service Composition.
ACM Trans. Auton. Adapt. Syst., December, 2021

Stability in Software Engineering: Survey of the State-of-the-Art and Research Directions.
IEEE Trans. Software Eng., 2021

Architecting Internet of Things Systems with Blockchain: A Catalog of Tactics.
ACM Trans. Softw. Eng. Methodol., 2021

Evaluation of Software Architectures under Uncertainty: A Systematic Literature Review.
ACM Trans. Softw. Eng. Methodol., 2021

Dynamic Evaluation of Microservice Granularity Adaptation.
ACM Trans. Auton. Adapt. Syst., 2021

Managing Technical Debt Under Uncertainty.
IEEE Softw., 2021

A Strategy for Advancing Research and Impact in New Computing Paradigms.
CoRR, 2021

An Empirical Study on Microservice Software Development.
Proceedings of the 9th IEEE/ACM Joint International Workshop on Software Engineering for Systems-of-Systems and 15th Workshop on Distributed Software Development, 2021

A Conceptual Reference Model for Human as a Service Provider in Cyber Physical Systems.
Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

Attaining Meta-self-awareness through Assessment of Quality-of-Knowledge.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

MinerRepu: A Reputation Model for Miners in Blockchain Networks.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Assessing Smart Contracts Security Technical Debts.
Proceedings of the 4th IEEE/ACM International Conference on Technical Debt, 2021

Selecting miners within blockchain-based systems using evolutionary algorithms for energy optimisation.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Sustainability ArchDebts: An Economics-Driven Approach for Evaluating Sustainable Requirements.
Proceedings of the Software Sustainability, 2021

2020
Microservice transition and its granularity problem: A systematic mapping study.
Softw. Pract. Exp., 2020

Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline.
Proc. IEEE, 2020

Run-time evaluation of architectures: A case study of diversification in IoT.
J. Syst. Softw., 2020

ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments.
J. Syst. Softw., 2020

Data Allocation Mechanism for Internet-of-Things Systems With Blockchain.
IEEE Internet Things J., 2020

Towards Engineering Cognitive Digital Twins with Self-Awareness.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

DATESSO: self-adapting service composition with debt-aware two levels constraint reasoning.
Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

2019
Self-awareness in Software Engineering: A Systematic Literature Review.
ACM Trans. Auton. Adapt. Syst., 2019

A Survey on Self-Adaptive Security for Large-scale Open Environments.
ACM Comput. Surv., 2019

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.
ACM Comput. Surv., 2019

Architectural Stability Reasoning using Self-Awareness Principles: Case of Self-Adaptive Cloud Architectures.
CoRR, 2019

A Reference Architecture and Modelling Principles for Architectural Stability based on Self-Awareness: Case of Cloud Architectures.
CoRR, 2019

Modelling and Simulation Environment for Self-Adaptive and Self-Aware Cloud Architectures.
CoRR, 2019

A Taxonomy for Understanding the Security Technical Debts in Blockchain Based Systems.
CoRR, 2019

Cloud Instance Selection Using Parallel K-Means and AHP.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Identifying and Estimating Technical Debt for Service Composition in SaaS Cloud.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019

A Debt-Aware Software Product Lines Engineering Using Portfolio Theory.
Proceedings of the Software Engineering for Variability Intensive Systems, 2019

2018
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software.
ACM Trans. Softw. Eng. Methodol., 2018

Performance modelling and verification of cloud-based auto-scaling policies.
Future Gener. Comput. Syst., 2018

A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems.
ACM Comput. Surv., 2018

Summary of a Literature Review in Scalability of QoS-aware Service Composition.
CoRR, 2018

To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance.
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

A Multi-Agent Elasticity Management Based on Multi-Tenant Debt Exchanges.
Proceedings of the 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2018

Prioritizing technical debt in database normalization using portfolio theory and data quality metrics.
Proceedings of the 2018 International Conference on Technical Debt, 2018

Multi-Tenant Cloud Service Composition Using Evolutionary Optimization.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Identifying Technical Debt in Database Normalization Using Association Rule Mining.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

2017
Self-Adaptive and Online QoS Modeling for Cloud-Based Software Services.
IEEE Trans. Software Eng., 2017

Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services.
IEEE Trans. Serv. Comput., 2017

Analysing and modelling runtime architectural stability for self-adaptive software.
J. Syst. Softw., 2017

Database Normalization Debt: A Debt-Aware Approach to Reason about Normalization Decisions in Database Design.
CoRR, 2017

Self-Awareness for Dynamic Knowledge Management in Self-Adaptive Volunteer Services.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

A Debt-Aware Learning Approach for Resource Adaptations in Cloud Elasticity Management.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

A Market-Based Approach for Detecting Malware in the Cloud via Introspection.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

Microservice Ambients: An Architectural Meta-Modelling Approach for Microservice Granularity.
Proceedings of the 2017 IEEE International Conference on Software Architecture, 2017

2016
Design Patterns and Primitives: Introduction of Components and Patterns for SACS.
Proceedings of the Self-aware Computing Systems - An Engineering Approach, 2016

Dynamic Software Project Scheduling through a Proactive-Rescheduling Method.
IEEE Trans. Software Eng., 2016

A Systematic Review of Service Level Management in the Cloud.
ACM Comput. Surv., 2016

Diversifying Software Architecture for Sustainability: A Value-based Perspective.
CoRR, 2016

FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime.
CoRR, 2016

Survey and Taxonomy of Self-Aware and Self-Adaptive Autoscaling Systems in the Cloud.
CoRR, 2016

Bridging Ecology and Cloud: Transposing Ecological Prespective to Enable Better Cloud Autoscaling.
CoRR, 2016

Elasticity debt: a debt-aware approach to reason about elasticity decisions in the cloud.
Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

The IEEE Services Track on Software Engineering for/in the Cloud.
Proceedings of the IEEE World Congress on Services, 2016

Interaction-Awareness for Self-Adaptive Volunteer Computing.
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016

A taxonomy for architectural stability.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Database Design Debts through Examining Schema Evolution.
Proceedings of the 8th IEEE International Workshop on Managing Technical Debt, 2016

Sustainability debt: a portfolio-based approach for evaluating sustainability requirements in architectures.
Proceedings of the 38th International Conference on Software Engineering, 2016

Diversifying Software Architecture for Sustainability: A Value-Based Perspective.
Proceedings of the Software Architecture - 10th European Conference, 2016

Asset-centric Security-Aware Service Selection.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

Microservices and Their Design Trade-Offs: A Self-Adaptive Roadmap.
Proceedings of the IEEE International Conference on Services Computing, 2016

Thwarting Market Specific Attacks in Cloud.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

Dynamic Modelling of Tactics Impact on the Stability of Self-Aware Cloud Architectures.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

Self-Adaptive Resource Management System in IaaS Clouds.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
Implementing Design Diversity Using Portfolio Thinking to Dynamically and Adaptively Manage the Allocation of Web Services in the Cloud.
IEEE Trans. Cloud Comput., 2015

Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering.
Computer, 2015

Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources.
Computer, 2015

The IEEE Services Visionary Track on the Future of Software Engineering for/in the Cloud.
Proceedings of the 2015 IEEE World Congress on Services, 2015

The Visionary Track on Engineering Mobile Service Oriented Systems.
Proceedings of the 2015 IEEE World Congress on Services, 2015

A risk - aware framework for compliance goal-obstacle analysis.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Self-Adaptive Volunteered Services Composition through Stimulus- and Time-Awareness.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Stabilising Performance in Cloud Services Composition Using Portfolio Theory.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Minimizing Nasty Surprises with Better Informed Decision-Making in Self-Adaptive Systems.
Proceedings of the 10th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2015

Quality-Driven Architectural Patterns for Self-Aware Cloud-Based Software.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Scalable service-oriented replication with flexible consistency guarantee in the cloud.
Inf. Sci., 2014

The Handbook of Engineering Self-Aware and Self-Expressive Systems.
CoRR, 2014

Architecting Self-Aware Software Systems.
Proceedings of the 2014 IEEE/IFIP Conference on Software Architecture, 2014

A Utility Model for Volunteered Service Composition.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

The Doctoral Symposium of the 7th IEEE/ACM International Conference on Utility and Cloud Computing.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

The Fourth IEEE International Workshop on the Future of Software Engineering for/in the Cloud 2014 (FoSEC 2014).
Proceedings of the 2014 IEEE World Congress on Services, 2014

Second International Workshop on Engineering Mobile Service Oriented Systems (EMSOS 2014).
Proceedings of the 2014 IEEE World Congress on Services, 2014

Cloud adoption: prioritizing obstacles and obstacles resolution tactics using AHP.
Proceedings of the Symposium on Applied Computing, 2014

Green-as-a-service (GaaS) for cloud service provision operation.
Proceedings of the Symposium on Applied Computing, 2014

Systematic Elaboration of Compliance Requirements Using Compliance Debt and Portfolio Theory.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2014

Requirements-Driven Social Adaptation: Expert Survey.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2014

Symbiotic and sensitivity-aware architecture for globally-optimal benefit in self-adaptive cloud.
Proceedings of the 9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2014

Securing Cloud Users at Runtime via a Market Mechanism: A Case for Federated Identity.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

Towards Self-Aware Service Composition.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

Predicting and quantifying the technical debt in cloud software engineering.
Proceedings of the 19th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2014

Evaluating Technical Debt in Cloud-Based Architectures Using Real Options.
Proceedings of the 23rd Australian Software Engineering Conference, 2014

Preface.
Proceedings of the Relating System Quality and Software Architecture, 2014

Relating System Quality and Software Architecture.
Proceedings of the Relating System Quality and Software Architecture, 2014

Markets and Clouds: Adaptive and Resilient Computational Resource Allocation Inspired by Economics.
Proceedings of the Adaptive, Dynamic, and Resilient Systems., 2014

2013
A Decentralized Self-Adaptation Mechanism for Service-Based Applications in the Cloud.
IEEE Trans. Software Eng., 2013

The future of software engineering IN and FOR the cloud.
J. Syst. Softw., 2013

An Economics-Driven Approach for Automated SLA Negotiation for Cloud Services Adoption: Aspoc2.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Economics-Driven Approach for Managing Technical Debt in Cloud-Based Architectures.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Self-adaptive and sensitivity-aware QoS modeling for the cloud.
Proceedings of the 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2013

CloudMTD: Using real options to manage technical debt in cloud-based service selection.
Proceedings of the 4th International Workshop on Managing Technical Debt, 2013

Dynamic QoS Optimization Architecture for Cloud-Based DDDAS.
Proceedings of the International Conference on Computational Science, 2013

Using portfolio theory to diversify the dynamic allocation of web services in the cloud.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Risk-Aware Web Service Allocation in the Cloud Using Portfolio Theory.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

Preface.
Proceedings of the Economics-Driven Software Architecture, 2013

Economics-Driven Software Architecture.
Proceedings of the Economics-Driven Software Architecture, 2013

Economics-Driven Software Architecting for Cloud.
Proceedings of the Economics-Driven Software Architecture, 2013

2012
Agent-based Trust Management and Prediction using D3-FRT.
Proceedings of the International Conference on Computational Science, 2012

A Dynamic Data-Driven Simulation Approach for Preventing Service Level Agreement Violations in Cloud Federation.
Proceedings of the International Conference on Computational Science, 2012

SecArch: Architecture-level Evaluation and Testing for Security.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012

Evaluating identity management architectures.
Proceedings of the 3rd international ACM SIGSOFT symposium on Architecting Critical Systems, 2012

Self-managing SLA compliance in cloud architectures: a market-based approach.
Proceedings of the 3rd international ACM SIGSOFT symposium on Architecting Critical Systems, 2012

EPiCS: Engineering Proprioception in Computing Systems.
Proceedings of the 15th IEEE International Conference on Computational Science and Engineering, 2012

2011
A Data-Driven Framework for Dynamic Trust Management.
Proceedings of the International Conference on Computational Science, 2011

Evaluating Security Properties of Architectures in Unpredictable Environments: A Case for Cloud.
Proceedings of the 9th Working IEEE/IFIP Conference on Software Architecture, 2011

Engineering Proprioception in SLA Management for Cloud Architectures.
Proceedings of the 9th Working IEEE/IFIP Conference on Software Architecture, 2011

The IEEE International Workshop on the Future of Software Engineering for/in the Cloud (FoSEC 2011).
Proceedings of the World Congress on Services, 2011

A Survey of Self-Awareness and Its Application in Computing Systems.
Proceedings of the Fifth IEEE Conference on Self-Adaptive and Self-Organizing Systems, 2011

Trust Dynamics: A Data-Driven Simulation Approach.
Proceedings of the Trust Management V, 5th IFIP WG 11.11 International Conference, 2011

Scalable Service Oriented Replication in the Cloud.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

Economics-Driven Architecting for Non Functional Requirements in the Presence of Middleware.
Proceedings of the Relating Software Requirements and Architectures., 2011

2010
Conceptual framework for dynamic trust monitoring and prediction.
Proceedings of the International Conference on Computational Science, 2010

Special Issue on Software Architecture and Mobility.
J. Syst. Softw., 2010

Self-adapting Applications Based on QA Requirements in the Cloud Using Market-Based Heuristics.
Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

Design of a market-based mechanism for quality attribute tradeoff of services in the cloud.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Using implied scenarios in security testing.
Proceedings of the ICSE Workshop on Software Engineering for Secure Systems, 2010

A Framework for Dynamic Self-optimization of Power and Dependability Requirements in Green Cloud Architectures.
Proceedings of the Software Architecture, 4th European Conference, 2010

2009
Self-optimizing architecture for ensuring Quality Attributes in the cloud.
Proceedings of the Joint Working IEEE/IFIP Conference on Software Architecture 2009 and European Conference on Software Architecture 2009, 2009

An Architecture for Dynamic Trust Monitoring in Mobile Networks.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009

Architectural Stability.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009

Fine-Grained Recommendation Systems for Service Attribute Exchange.
Proceedings of the Service-Oriented Computing, 7th International Joint Conference, 2009

2008
Interschema correspondence establishment in a cooperative OWL-based multi-information server grid environment.
Inf. Sci., 2008

An Economics-Driven Approach for Valuing Scalability in Distributed Architectures.
Proceedings of the Seventh Working IEEE / IFIP Conference on Software Architecture (WICSA 2008), 2008

Valuing Flexibility in Software Product Line Architectures.
Proceedings of the Software Product Lines, 12th International Conference, 2008

An Example on Economics-driven Software Mining.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Secure Storage and Communication in J2ME Based Lightweight Multi-Agent Systems.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

The international workshop on software architectures and mobility (SAM 2008).
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

2007
The first international workshop on unified data mining engine: addressing challenges (UDME 2007).
Proceedings of the Companion to the 22nd Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2007

Defining Dependable Dynamic Data-Driven Software Architectures.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

2006
Requirements for Evaluating Architectural Stability.
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

2005
Using real options to select stable middleware-induced software architectures.
IEE Proc. Softw., 2005

2004
Evaluating Architectural Stability with Real Options Theory.
Proceedings of the 20th International Conference on Software Maintenance (ICSM 2004), 2004

2002
Reduction-based methods and metrics for selective regression testing.
Inf. Softw. Technol., 2002

2001
Empirical comparison of regression test selection algorithms.
J. Syst. Softw., 2001

Methods and Metrics for Selective Regression Testing.
Proceedings of the 2001 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2001), 2001


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