20062020

Research output per year

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Research Output

2020

ThermoSim: deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments

Gill, S. S., Tuli, S., Toosi, A. N., Cuadrado, F., Garraghan, P., Bahsoon, R., Lutfiyya, H., Sakellariou, R., Rana, O., Dustdar, S. & Buyya, R., Aug 2020, In : Journal of Systems and Software. 166, 20 p., 110596.

Research output: Contribution to journalArticleResearchpeer-review

2019

Adapting the Machine Learning grid prediction models for forecasting of resources on the clouds

Seneviratne, S., Witharana, S. & Toosi, A. N., 2019, 2019 Advances in Science and Engineering Technology International Conferences (ASET 2019). M. Khalid, H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 8714535

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

1 Citation (Scopus)

A manifesto for future generation cloud computing: research directions for the next decade

Buyya, R., Srirama, S. N., Casale, G., Calheiros, R., Simmhan, Y., Varghese, B., Gelenbe, E., Javadi, B., Vaquero, L. M., Netto, M. A. S., Toosi, A. N., Rodriguez, M. A., Llorente, I. M., De Capitani Di Vimercati, S., Samarati, P., Milojicic, D., Varela, C., Bahsoon, R., Dias De Assuncao, M., Rana, O. & 5 others, Zhou, W., Jin, H., Gentzsch, W., Zomaya, A. Y. & Shen, H., Jan 2019, In : ACM Computing Surveys. 51, 5, 38 p., 105.

Research output: Contribution to journalArticleResearchpeer-review

33 Citations (Scopus)

An API for development of user-defined scheduling algorithms in Aneka PaaS cloud software: user defined schedulers in Aneka PaaS cloud software

Sandhu, R., Nadjaran Toosi, A. & Buyya, R., 2019, Handbook of Research on Cloud Computing and Big Data Applications in IoT. Gupta, B. B. & P. Agrawal, D. (eds.). Hershey PA USA: IGI Global, p. 170-187 18 p. (Advances in Computer and Electrical Engineering (ACEE) Book Series).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Cost optimization for dynamic replication and migration of data in cloud data centers

Mansouri, Y., Nadjaran Toosi, A. & Buyya, R., 2019, In : IEEE Transactions on Cloud Computing. 7, 3, p. 705-718 14 p.

Research output: Contribution to journalArticleResearchpeer-review

ElasticSFC: auto-scaling techniques for elastic service function chaining in network functions virtualization-based clouds

Nadjaran Toosi, A., Son, J., Chi, Q. & Buyya, R., Jun 2019, In : Journal of Systems and Software. 152, p. 108-119 12 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

IBrownout: An Integrated Approach for Managing Energy and Brownout in Container-Based Clouds

Xu, M., Nadjaran Toosi, A. & Buyya, R., Jan 2019, In : IEEE Transactions on Sustainable Computing. 4, 1, p. 53-66 14 p.

Research output: Contribution to journalArticleResearchpeer-review

7 Citations (Scopus)

Management and orchestration of network slices in 5G, fog, edge, and clouds

Nadjaran Toosi, A., Mahmud, R., Chi, Q. & Buyya, R., 2019, Fog and Edge Computing: Principles and Paradigms. Buyya, R. & Narayana Srirama, S. (eds.). Hoboken NJ USA: John Wiley & Sons, p. 79-96 23 p. (Wiley Series On Parallel and Distributed Computing).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

Optimized renewable energy use in green cloud data centers

xU, M., N. Toosi, A., Bahrani, B., Razzaghi, R. & Singh, M., 2019, Service-Oriented Computing: 17th International Conference, ICSOC 2019 Toulouse, France, October 28–31, 2019 Proceedings. Yangui, S., Bouassida Rodriguez, I., Drira, K. & Tari, Z. (eds.). Cham Switzerland: Springer, p. 314-330 17 p. (Lecture Notes in Computer Science ; vol. 11895 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Performance evaluation of live virtual machine migration in SDN-enabled cloud data centers

He, T. Z., N. Toosi, A. & Buyya, R., Sep 2019, In : Journal of Parallel and Distributed Computing. 131, p. 55-68 14 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)
2018

Acinonyx: Dynamic flow scheduling for Virtual Machine Migration in SDN-enabled clouds

Nadjaran Toosi, A. & Buyya, R., 2018, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2018): ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 886-894 9 p. 8672352

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

A fuzzy-based auto-scaler for web applications in cloud computing environments

Liu, B., Buyya, R. & Nadjaran Toosi, A., 2018, Service-Oriented Computing: 16th International Conference, ICSOC 2018 Hangzhou, China, November 12–15, 2018 Proceedings. Pahl, C., Vukovic, M., Yin, J. & Yu, Q. (eds.). Cham Switzerland: Springer, p. 797-811 15 p. (Lecture Notes in Computer Science; vol. 11236 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

CLOUDS-Pi: a low-cost Raspberry-Pi based micro data center for software-defined cloud computing

Nadjaran Toosi, A., Son, J. & Buyya, R., 31 Oct 2018, In : IEEE Cloud Computing. 5, 5, p. 81-91 11 p.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)

Cost-efficient orchestration of containers in clouds: a vision, architectural elements, and future directions

Buyya, R., Rodriguez, M. A., Toosi, A. N. & Park, J., 2018, 2nd Mathematics, Informatics, Science and Education International Conference (MISEIC) 2018: 21 July 2018, Surabaya, Indonesia. Sri Rahayu, Y., Ekawati, R., Suprapto, N., Asep Bayu Dani Nandiyanto, E., Chendra Wibawa, S., Fiangga, S. & Jakfar, M. (eds.). Bristol ENG: IOS Press, 13 p. 012001. (Journal of Physics: Conference Series; vol. 1108).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File
1 Citation (Scopus)

Hedonic Pricing of Cloud Computing Services

Wu, C., Nadjaran Toosi, A., Buyya, R. & Ramamohanarao, K., 21 Jul 2018, (Accepted/In press) In : IEEE Transactions on Cloud Computing. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)

Leveraging computational reuse for cost- and QoS-efficient task scheduling in clouds

Denninnart, C., Amini Salehi, M., Toosi, A. N. & Li, X., 2018, Service-Oriented Computing : 16th International Conference, ICSOC 2018 Hangzhou, China, November 12–15, 2018 Proceedings. Pahl, C., Vukovic, M., Yin, J. & Yu, Q. (eds.). Cham Switzerland: Springer, p. 828-836 9 p. (Lecture Notes in Computer Science ; vol. 11236 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

On minimizing total energy consumption in the scheduling of virtual machine reservations

Tian, W., He, M., Guo, W., Huang, W., Shi, X., Shang, M., Toosi, A. N. & Buyya, R., 1 Jul 2018, In : Journal of Network and Computer Applications. 113, p. 64-74 11 p.

Research output: Contribution to journalArticleResearchpeer-review

13 Citations (Scopus)

Resource provisioning for data-intensive applications with deadline constraints on hybrid clouds using Aneka

Nadjaran Toosi, A., Sinnott, R. O. & Buyya, R., 1 Feb 2018, In : Future Generation Computer Systems. 79, p. 765-775 11 p.

Research output: Contribution to journalArticleResearchpeer-review

38 Citations (Scopus)
2017

Auto-scaling web applications in clouds: a cost-aware approach

Aslanpour, M. S., Ghobaei-Arani, M. & Nadjaran Toosi, A., 1 Oct 2017, In : Journal of Network and Computer Applications. 95, p. 26-41 16 p.

Research output: Contribution to journalArticleResearchpeer-review

35 Citations (Scopus)

Data storage management in cloud environments: taxonomy, survey, and future directions

Mansouri, Y., Toosi, A. N. & Buyya, R., 1 Dec 2017, In : ACM Computing Surveys. 50, 6, 51 p., 91.

Research output: Contribution to journalReview ArticleResearchpeer-review

26 Citations (Scopus)

Online virtual machine migration for renewable energy usage maximization in geographically distributed cloud data centers

Khosravi, A., Nadjaran Toosi, A. & Buyya, R., 25 Sep 2017, In : Concurrency Computation. 29, 18, 13 p., e4125.

Research output: Contribution to journalArticleResearchpeer-review

18 Citations (Scopus)

Renewable-aware geographical load balancing of web applications for sustainable data centers

Nadjaran Toosi, A., Qu, C., de Assunção, M. D. & Buyya, R., 1 Apr 2017, In : Journal of Network and Computer Applications. 83, p. 155-168 14 p.

Research output: Contribution to journalArticleResearchpeer-review

39 Citations (Scopus)

Virtual networking with azure for hybrid cloud computing in Aneka

Toosi, A. N. & Buyya, R., 28 Dec 2017, Research Advances in Cloud Computing. Chaudhary, S., Somani, G. & Buyya, R. (eds.). Singapore: Springer, p. 93-114 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

1 Citation (Scopus)
2016

An auction mechanism for cloud spot markets

Toosi, A. N., Vanmechelen, K., Khodadadi, F. & Buyya, R., 1 Feb 2016, In : ACM Transactions on Autonomous and Adaptive Systems. 11, 1, 33 p., 2.

Research output: Contribution to journalArticleResearchpeer-review

28 Citations (Scopus)

SipaaS: spot instance pricing as a Service framework and its implementation in OpenStack

Nadjaran Toosi, A., Khodadadi, F. & Buyya, R., 10 Sep 2016, In : Concurrency Computation. 28, 13, p. 3672-3690 19 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)
2015

A fuzzy logic-based controller for cost and energy efficient load balancing in geo-distributed data centers

Toosi, A. N. & Buyya, R., 2015, Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing. Rana, O. & Parashar, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 186-194 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

27 Citations (Scopus)

Revenue maximization with optimal capacity control in infrastructure as a service cloud markets

Toosi, A. N., Vanmechelen, K., Ramamohanarao, K. & Buyya, R., Jul 2015, In : IEEE Transactions on Cloud Computing. 3, 3, p. 261-274 14 p., 6987322.

Research output: Contribution to journalArticleResearchpeer-review

30 Citations (Scopus)
2014

Artificial fish swarm algorithm: a survey of the state-of-the-art, hybridization, combinatorial and indicative applications

Neshat, M., Sepidnam, G., Sargolzaei, M. & Toosi, A. N., 1 Dec 2014, In : Artificial Intelligence Review. 42, 4, p. 965-997 33 p.

Research output: Contribution to journalArticleResearchpeer-review

179 Citations (Scopus)

Contention management in federated virtualized distributed systems: implementation and evaluation

Salehi, M. A., Toosi, A. N. & Buyya, R., 1 Mar 2014, In : Software-Practice & Experience. 44, 3, p. 353-368 16 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

Interconnected cloud computing environments: challenges, taxonomy, and survey

Toosi, A. N., Calheiros, R. N. & Buyya, R., Apr 2014, In : ACM Computing Surveys. 47, 1, 47 p., a7.

Research output: Contribution to journalReview ArticleResearchpeer-review

260 Citations (Scopus)

SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter

Garg, S. K., Toosi, A. N., Gopalaiyengar, S. K. & Buyya, R., 1 Jan 2014, In : Journal of Network and Computer Applications. 45, p. 108-120 13 p.

Research output: Contribution to journalArticleResearchpeer-review

141 Citations (Scopus)
2013

Brokering algorithms for optimizing the availability and cost of cloud storage services

Mansouri, Y., Toosi, A. N. & Buyya, R., 1 Jan 2013, Proceedings - IEEE Fifth International Conference on Cloud Computing Technology and Science: 2–5 December 2013 Bristol, United Kingdom. Hsu, C-H. R. & Pearson, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 581-589 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

26 Citations (Scopus)
2012

A coordinator for scaling elastic applications across multiple clouds

Calheiros, R. N., Toosi, A. N., Vecchiola, C. & Buyya, R., 1 Oct 2012, In : Future Generation Computer Systems. 28, 8, p. 1350-1362 13 p.

Research output: Contribution to journalArticleResearchpeer-review

75 Citations (Scopus)

A review of Artificial Fish Swarm Optimization methods and applications

Neshat, M., Adeli, A., Sepidnam, G., Sargolzaei, M. & Toosi, A. N., 1 Jan 2012, In : International Journal on Smart Sensing and Intelligent Systems. 5, 1, p. 107-148 42 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

27 Citations (Scopus)

Financial option market model for federated cloud environments

Toosi, A. N., Thulasiram, R. K. & Buyya, R., 1 Dec 2012, Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3-12 10 p. 6424923

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

23 Citations (Scopus)
2011

Color quantization using modified artificial fish swarm algorithm

Yazdani, D., Nabizadeh, H., Mohamadzadeh Kosari, E. & Nadjaran Toosi, A., 2011, AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Proceedings. Springer, p. 382-391 10 p. (Lecture Notes in Computer Science ; vol. 7106 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

16 Citations (Scopus)

Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment

Toosi, A. N., Calheiros, R. N., Thulasiram, R. K. & Buyya, R., 24 Nov 2011, Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 279-287 9 p. 6063003

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

122 Citations (Scopus)
2010

Fuzzy adaptive artificial fish swarm algorithm

Yazdani, D., Nadjaran Toosi, A. & Meybodi, M. R., 2010, AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Proceedings. Springer, p. 334-343 10 p. (Lecture Notes in Computer Science ; vol. 6464 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

17 Citations (Scopus)
2007

A new approach to intrusion detection based on an evolutionary soft computing model using neuro-fuzzy classifiers

Toosi, A. N. & Kahani, M., 31 Jul 2007, In : Computer Communications. 30, 10, p. 2201-2212 12 p.

Research output: Contribution to journalArticleResearchpeer-review

161 Citations (Scopus)

A novel soft computing model using adaptive neuro-fuzzy inference system for intrusion detection

Toosi, A. N. & Kahani, M., 2007, 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC'07. IEEE, Institute of Electrical and Electronics Engineers, p. 834-839 6 p. 4239102

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

11 Citations (Scopus)
2006

Network intrusion detection based on neuro-fuzzy classification

Toosi, A. N., Kahani, M. & Monsefi, R., 2 Oct 2006, 2006 International Conference on Computing and Informatics, ICOCI '06. IEEE, Institute of Electrical and Electronics Engineers, 5 p. 5276608

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

12 Citations (Scopus)