A computational model to support in-network data analysis in federated ecosystems

Future Generation Computer Systems

Volumn 80, Issue , 2018, Pages 342-354

  Zamani, Ali Reza ^a   Zou, Mengsong ^a   Diaz Montes, Javier ^a   Petri, Ioan ^b   Rana, Omer ^b   Parashar, Manish ^a  

^a RUTGERS UNIVERSITY   (United States)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

Cloud federation; CometCloud; In transit; Smart buildings; Software defined networks

Indexed keywords

DATA HANDLING; INFORMATION ANALYSIS; INTELLIGENT BUILDINGS; SOFTWARE DEFINED NETWORKING; TRANSPORTATION ROUTES;

BUILDING APPLICATIONS; CLOUD FEDERATIONS; COMETCLOUD; COMPUTATIONAL CAPABILITY; DATA TRANSPORT SERVICE; DATA-INTENSIVE APPLICATION; PROCESSING STRATEGIES; SOFTWARE DEFINED NETWORKING (SDN);

APPLICATION PROGRAMS;

EID: 85020403877     PISSN: 0167739X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.future.2017.05.032     Document Type: Article

References (28)

1. Jain, S., Kumar, A., Mandal, S., et al. B4: Experience with a globally-deployed software defined wan. ACM SIGCOMM 2013, 2013, 3–14.
2. OpenCloud, NFaaS - network function as a service, 2014.
3. FIDIA Project. http://www.sporte2.eu/fidia-sport. (Last accessed on June 2016).
4. Petri, I., Rana, O.F., Rezgui, Y., Li, H., Beach, T., Zou, M., Montes, J.D., Parashar, M., Cloud supported building data analytics. CCGrid, 2014, 641–650.
5. Jin, T., Zhang, F., Sun, Q., et al. Poster: leveraging deep memory hierarchies for data staging in coupled data-intensive simulation workflows. IEEE CLUSTER, 2014, 268–269.
6. Petri, I., Zou, M., Zamani, A., Diaz-Montes, J., Rana, O.F., Parashar, M., Integrating software defined networks within a cloud federation. CCGrid, 2015.
7. Diaz-Montes, J., AbdelBaky, M., Zou, M., Parashar, M., Cometcloud: enabling software-defined federations for end-to-end application workflows. IEEE Internet Comput. 19:1 (2015), 69–73.
8. Diaz-Montes, J., Xie, Y., Rodero, I., et al. Federated computing for the masses - aggregating resources to tackle large-scale engineering problems. CiSE Mag. 16:4 (2014), 62–72.
9. Z. Li, M. Parashar, Comet: A scalable coordination space for decentralized distributed environments, in: Intl. Workshop on Hot Topics in Peer-to-Peer Systems, 2005.
10. Mininet Project. http://mininet.org. (Last accessed on June 2016).
11. GRE Tunneling. http://lartc.org/howto/lartc.tunnel.gre.html. (Last accessed on June 2016).
12. Nunes, B.A.A., Mendonca, M., Nguyen, X.N., Obraczka, K., Turletti, T., Asurvey of software-defined networking: past, present, and future of programmable networks. IEEE Commun. Surv. Tutor. 16:3 (2014), 1617–1634.
13. S. Scott-Hayward, G. O'Callaghan, S. Sezer, Sdn security: A survey, in: Future Networks and Services, SDN4FNS, 2013 IEEE SDN for, 2013, pp. 1–7.
14. S. Shin, G. Gu, Attacking software-defined networks: A first feasibility study, in: ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013, pp. 165–166.
15. McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J., OpenFlow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38:2 (2008), 69–74.
16. SWITCH Project. http://www.switchproject.eu. (Last accessed on June 2016).
17. Tennenhouse, D.L., Wetherall, D.J., Towards an active network architecture. SIGCOMM Comput. Commun. Rev. 37:5 (2007), 81–94.
18. Lefevre, L., Pham, C.-D., Primet, P., Tourancheau, B., Gaidioz, B., Gelas, J.-P., Maimour1, M., Active networking support for the grid. Marshall, I., Nettles, S., Wakamiya, N., (eds.) Active Networks Lecture Notes in Computer Science, vol. 2207, 2001, 16–33.
19. C. Guok, D. Robertson, M. Thompson, J. Lee, B. Tierney, W. Johnston, Intra and interdomain circuit provisioning using the oscars reservation system, in: 3rd Intl. Conf. on Broadband Communications, Networks and Systems, BROADNETS, 2006, pp. 1–8.
20. Rao, N., Wing, W., Carter, S., Wu, Q., Ultrascience net: network testbed for large-scale science applications. IEEE Commun. Mag. 43:11 (2005), S12–S17.
21. G. Wang, T. Ng, A. Shaikh, Programming your network at run-time for big data applications, in: ACM SIGCOMM Workshop on Hot Topics in Software Defined Networks, 2012, pp. 103–108.
22. Xiong, P., Hacigumus, H., Naughton, J.F., A software-defined networking based approach for performance management of analytical queries on distributed data stores. ACM SIGMOD Intl. Conf. on Management of Data, 2014, ACM, 955–966.
23. Das, S., Yiakoumis, Y., Parulkar, G., McKeown, N., Singh, P., Getachew, D., Desai, P.D., Application-aware aggregation and traffic engineering in a converged packet-circuit network. National Fiber Optic Engineers Conference, 2011, Optical Society of America.
24. Liu, Z., Wang, X., Qi, Y., Li, J., LiveCloud: a lucid orchestrator for cloud datacenters. CloudCom, 2012, 341–348.
25. Luo, M.-Y., Chen, J.-Y., Software defined networking across distributed datacenters over cloud. CloudCom, 2013, 615–622.
26. Miyamoto, T., Hayashi, M., Nishimura, K., Sustainable network resource management system for virtual private clouds. CloudCom, 2010, 512–520.
27. K. Moreland, R. Oldfield, P. Marion, et al., Examples of in transit visualization, in: Intl. Workshop on Petascal Data Analytics: Challenges and Opportunities, PDAC ’11, 2011, pp. 1–6.
28. Bennett, J.C., Abbasi, H., Bremer, P.-T., et al. Combining in-situ and in-transit processing to enable extreme-scale scientific analysis. SC'12, 2012, 49:1–49:9.