Applying Computational Intelligence for enhancing the dependability of multi-cloud systems using Docker Swarm

2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016

Volumn , Issue , 2017, Pages

  Naik, Nitin ^a  

^a MINISTRY OF DEFENCE   (United Kingdom)

Author keywords

Availability; CI; Computational Intelligence; Container; Dependability; Docker Swarm; Fuzzy Inference; Multi Cloud; Virtual Machine; VM

Indexed keywords

ARTIFICIAL INTELLIGENCE; AVAILABILITY; CLOUD COMPUTING; CONTAINERS; FUZZY INFERENCE; MANAGERS; SWARM INTELLIGENCE; VIRTUAL MACHINE; VIRTUAL REALITY; VIRTUALIZATION;

ABNORMAL BEHAVIOURS; DEPENDABILITY; DEPENDABLE SYSTEMS; DISTRIBUTED SYSTEMS; DOCKER SWARM; INHERENT COMPLEXITY; MULTI-CLOUDS; VIRTUALIZATION TECHNOLOGIES;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 85016032428     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSCI.2016.7850194     Document Type: Conference Paper

References (33)

1. N. Naik, "Building a virtual system of systems using Docker Swarm in multiple clouds," in IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2016, pp. 191-193.
2. -, "Connecting Google cloud system with organizational systems for effortless data analysis by anyone, anytime, anywhere," in IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2016, pp. 202-207.
3. A. Avizienis, J.-C. Laprie, B. Randell, and C. Landwehr, "Basic concepts and taxonomy of dependable and secure computing," IEEE transactions on dependable and secure computing, vol. 1, no. 1, pp. 11-33, 2004.
4. S. Kounev, P. Reinecke, F. Brosig, J. T. Bradley, K. Joshi, V. Babka, A. Stefanek, and S. Gilmore, "Providing dependability and resilience in the cloud: Challenges and opportunities," in Resilience Assessment and Evaluation of Computing Systems. Springer, 2012, pp. 65-81.
5. N. Naik and P. Jenkins, "A secure mobile cloud identity: Criteria for effective identity and access management standards," in 2016 4th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud). IEEE, 2016, pp. 89-90.
6. -, "An analysis of open standard identity protocols in cloud computing security paradigm," in 14th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2016). IEEE, 2016.
7. N. Naik, "Migrating from virtualization to dockerization in the cloud: Simulation and evaluation of distributed systems," in IEEE 10th International Symposium on the Maintenance and Evolution of Service-Oriented and Cloud-Based Environments, MESOCA 2016. IEEE, 2016, pp. 1-8.
8. D. Merkel, "Docker: lightweight linux containers for consistent development and deployment," Linux Journal, vol. 2014, no. 239, p. 2, 2014.
9. G. M. Tihfon, J. Kim, and K. J. Kim, "A new virtualized environment for application deployment based on docker and aws," in Information Science and Applications (ICISA). Springer, 2016, pp. 1339-1349.
10. C. Anderson, "Docker [Software Engineering]," IEEE Software, no. 3, pp. 102-c3, 2015.
11. P. Marinescu, P. Hosek, and C. Cadar, "Covrig: A framework for the analysis of code, test, and coverage evolution in real software," in Proceedings of the 2014 International Symposium on Software Testing and Analysis. ACM, 2014, pp. 93-104.
12. W. Gerlach, W. Tang, K. Keegan, T. Harrison, A. Wilke, J. Bischof, M. D'Souza, S. Devoid, D. Murphy-Olson, N. Desai et al., "Skyport: container-based execution environment management for multi-cloud scientific workflows," in Proceedings of the 5th International Workshop on Data-Intensive Computing in the Clouds, 2014, pp. 25-32.
13. Docker.com. (2016) Docker use cases. [Online]. Available: https: //www.docker.com/use-cases
14. N. Ferry, A. Rossini, F. Chauvel, B. Morin, and A. Solberg, "Towards model-driven provisioning, deployment, monitoring, and adaptation of multi-cloud systems," in Cloud Computing (CLOUD), 2013 IEEE Sixth International Conference on. IEEE, 2013, pp. 887-894.
15. Docker.com. (2016) Supported drivers. [Online]. Available: https: //docs.docker.com/machine/drivers/
16. J. Turnbull, The Docker Book: Containerization is the new Virtualization. James Turnbull, 2014.
17. W. Felter, A. Ferreira, R. Rajamony, and J. Rubio, "An updated performance comparison of virtual machines and linux containers," in Performance Analysis of Systems and Software (ISPASS), 2015 IEEE International Symposium On. IEEE, 2015, pp. 171-172.
18. Docker.com. (2016) Docker swarm. [Online]. Available: https: //www.docker.com/products/docker-swarm
19. M. Rouse. (2016) Docker swarm. [Online]. Available: http:// searchitoperations.techtarget.com/definition/Docker-Swarm
20. L. A. Zadeh, "Fuzzy sets," Information and control, vol. 8, no. 3, pp. 338-353, 1965.
21. N. Naik, R. Diao, C. Quek, and Q. Shen, "Towards dynamic fuzzy rule interpolation," in IEEE International Conference on Fuzzy Systems, 2013, pp. 1-7.
22. N. Naik, R. Diao, and Q. Shen, "Genetic algorithm-aided dynamic fuzzy rule interpolation," in IEEE International Conference on Fuzzy Systems, 2014, pp. 2198-2205.
23. N. Naik, "Fuzzy inference based intrusion detection system: FI-Snort," in IEEE International Conference on Dependable, Autonomic and Secure Computing, 2015, pp. 2062-2067.
24. N. Naik and P. Jenkins, "Fuzzy reasoning based windows firewall for preventing denial of service attack," in IEEE International Conference on Fuzzy Systems, 2016.
25. N. Naik, R. Diao, and Q. Shen, "Application of dynamic fuzzy rule interpolation for intrusion detection: D-FRI-Snort," in IEEE International Conference on Fuzzy Systems, 2016.
26. N. Naik and P. Jenkins, "Enhancing windows firewall security using fuzzy reasoning," in IEEE International Conference on Dependable, Autonomic and Secure Computing, 2016.
27. E. H. Mamdani and S. Assilina, "An experiment in linguistic synthesis with a fuzzy logic controller," International Journal of Man-Machine Studies, vol. 7, no. 1, pp. 1-13, 1975.
28. T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," Systems, Man and Cybernetics, IEEE Transactions on, no. 1, pp. 116-132, 1985.
29. B. Oancea and R. M. Dragoescu, "Integrating R and hadoop for Big Data Analysis," arXiv preprint arXiv:1407.4908, 2014.
30. Cran.r-project.org. (2014, April 9) ff: memory-efficient storage of large data on disk and fast access functions. [Online]. Available: https://cran.r-project.org/web/packages/ff/index.html
31. Docker.com. (2016) High availability in docker swarm. [Online]. Available: https://docs.docker.com/swarm/multi-manager-setup/
32. -. (2016, July 28) Docker built-in orchestration ready for production: Docker 1.12 goes ga. [Online]. Available: https://blog.docker.com/2016/07/ docker-built-in-orchestration-ready-for-production-docker-1-12-goes-ga/
33. -. (2016) Set up high availability. [Online]. Available: https: //docs.docker.com/ucp/high-availability/set-up-high-availability/