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Adaptation-in-Cloud-Computing

Term paper on Adaptation in cloud computing.

Description

During my coursework on Adaptive Software Engineering, I took the initiative to complete a research project on Reinforcement Learning Methods in Adaptation in Cloud Computing. This project provided me with the opportunity to apply my knowledge of software engineering and reinforcement learning to real-world chal- lenges in cloud computing.I successfully completed the term paper and made the results available on GitHub for future referen

Credits

This work was carried out with guidance of Prof. Naveen Sharma, Dpt. of Software Engineering, Rochester Institute of Technology, during his visit and teaching of Adaptive Software Engineering at IIT Jammu. I thank him for his immense support and guidance on good research practises.

references

A Survey on Cloud Computing Elasticity Guilherme Galante and Luis Carlos E. de Bona Department of Informatics Federal University of Parana ฬ Curitiba, PR โ€“ Brazil Email: {ggalante, bona}@inf.ufpr.br

Elasticity in Cloud Computing: State of the Art and Research Challenges Yahya Al-Dhuraibi , Fawaz Paraiso, Nabil Djarallah, and Philippe Merle

Elasticity in Cloud Computing: What It Is, and What It Is Not Nikolas Roman Herbst, Samuel Kounev, Ralf Reussner Institute for Program Structures and Data Organisation Karlsruhe Institute of Technology Karlsruhe, Germany {herbst, kounev, reussner}@kit.edu

Horizontal and Vertical Scaling of Container-based Applications using Reinforcement Learning Fabiana Rossi, Matteo Nardelli, Valeria Cardellini Dept. of Computer Science and Civil Engineering, University of Rome Tor Vergata, Italy {f.rossi,nardelli,cardellini}@ing.uniroma2.it

Experimental Analysis on Autonomic Strategies for Cloud Elasticity Simon Dupont, Jonathan Lejeune, Frederico Alvares and Thomas Ledoux ASCOLA Research Group, Mines-Nantes, INRIA-LINA, Nantes, France. Email: [email protected] Simon Dupont is also with SIGMA Informatique, Nantes, France.

How to Adapt Applications for the Cloud Environment Challenges and Solutions in Migrating Applications to the Cloud Vasilios Andrikopoulos, Tobias Binz, Frank Leymann, Steve Strauch Institute of Architecture of Application Systems, University of Stuttgart, Germany {firstname.lastname}@iaas.uni-stuttgart.de

SmartScale: Automatic Application Scaling in Enterprise Clouds Sourav Dutta Sankalp Gera Akshat Verma Balaji Viswanathan IBM Research - India

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