Elasticity management of Streaming Data Analytics Flows on clouds
作者： Alireza Khoshkbarforoushha , Alireza Khosravian , Rajiv Ranjan
DOI: 10.1016/J.JCSS.2016.11.002
关键词:
摘要: In this paper, we present a framework for resource management of Streaming Data Analytics Flows (SDAF). Using advanced techniques in control and optimization theory, we design an …
sci-hub.se 参考文章(40)
Michael A. Kozuch, Mor Harchol-Balter, Timothy Zhu, Anshul Gandhi, Saving cash by using less cache usenix conference on hot topics in cloud ccomputing. ,vol. 2012, pp. 3- 3 ,(2012)
Sanghamitra Bandyopadhyay, Sriparna Saha, Some Single- and Multiobjective Optimization Techniques Springer, Berlin, Heidelberg. pp. 17- 58 ,(2013) , 10.1007/978-3-642-32451-2_2
Nikolas Roman Herbst, Ralf H. Reussner, Samuel Kounev, Elasticity in Cloud Computing: What It Is, and What It Is Not. international conference on autonomic computing. pp. 23- 27 ,(2013)
Ching-Hsien Hsu, Kenn D. Slagter, Yeh-Ching Chung, Locality and loading aware virtual machine mapping techniques for optimizing communications in MapReduce applications Future Generation Computer Systems. ,vol. 53, pp. 43- 54 ,(2015) , 10.1016/J.FUTURE.2015.04.006
Jean-Jacques E. Slotine, Weiping Li, Applied Nonlinear Control ,(1991)
Raj Gaire, Rajiv Ranjan, Prem Prakash Jayaraman, Ehsan Abbasnejad, John G. Hosking, Alireza Khoshkbarforoushha, Resource Usage Estimation of Data Stream Processing Workloads in Datacenter Clouds arXiv: Databases. ,(2015)
B. Urgaonkar, P. Shenoy, A. Chandra, P. Goyal, Dynamic Provisioning of Multi-tier Internet Applications international conference on autonomic computing. pp. 217- 228 ,(2005) , 10.1109/ICAC.2005.27
Amir Sharifloo, Pooyan Jamshidi, Claus Pahl, Andreas Metzger, Giovani Estrada, Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution arXiv: Systems and Control. ,(2015)
Soodeh Farokhi, Ewnetu Bayuh Lakew, Cristian Klein, Ivona Brandic, Erik Elmroth, Coordinating CPU and Memory Elasticity Controllers to Meet Service Response Time Constraints 2015 International Conference on Cloud and Autonomic Computing. pp. 69- 80 ,(2015) , 10.1109/ICCAC.2015.20
Roshan Sumbaly, Jay Kreps, Sam Shah, The big data ecosystem at LinkedIn international conference on management of data. pp. 1125- 1134 ,(2013) , 10.1145/2463676.2463707