Network health and e-Science in commercial clouds

Q. He, S. Zhou, B. Kobler, D. Duffy, T. McGlynn, Case study for running HPC applications in public clouds, in: Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010, pp. 395–401. P. Mehrotra, J. Djomehri, S. Heistand, R. Hood, H. Jin, A. Lazanoff, S. Saini, R. Biswas, Performance evaluation of Amazon EC2 for NASA HPC applications, in: Proceedings of the 3rd Workshop on Scientific Cloud Computing, 2012, pp. 41–50. Y. Zhai, M. Liu, J. Zhai, X. Ma, W. Chen, Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications, in: State of the Practice Reports, 2011, pp. 11:1–11:10. K. Jackson, L. Ramakrishnan, K. Muriki, S. Canon, S. Cholia, J. Shalf, H. Wasserman, N. Wright, Performance analysis of high performance computing applications on the Amazon Web Services cloud, in: Second International Conference on Cloud Computing Technology and Science, CloudCom, 2010, pp. 159–168. Madduri, 2015, The globus galaxies platform: Delivering science gateways as a service, Concurr. Comput.: Pract. Exp., 10.1002/cpe.3486 L. Ramakrishnan, P.T. Zbiegel, S. Campbell, R. Bradshaw, R.S. Canon, S. Coghlan, I. Sakrejda, N. Desai, T. Declerck, A. Liu, Magellan: Experiences from a science cloud, in: Proceedings of the 2nd International Workshop on Scientific Cloud Computing, 2011, pp. 49–58. Lifka, 2013 Chard, 2014, Scalable pCT image reconstruction delivered as a cloud service, IEEE Trans. Cloud Comput. Bestavros, 2005, Inference and labeling of metric-induced network topologies, IEEE Trans. Parallel Distrib. Syst., 16, 1053, 10.1109/TPDS.2005.138 Tsang, 2003, Network delay tomography, IEEE Trans. Signal Process., 51, 2125, 10.1109/TSP.2003.814520 B. Yao, R. Viswanathan, F. Chang, D. Waddington, Topology inference in the presence of anonymous routers, in: INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications, vol. 1, 2003, pp. 353–363. Y. Tsang, M. Yildiz, P. Barford, R. Nowak, Network radar: tomography from round trip time measurements, in: Proceedings of the 4th ACM SIGCOMM Conference on Internet Measurement, 2004, pp. 175–180. N.G. Duffield, F. Lo Presti, V. Paxson, D. Towsley, Inferring link loss using striped unicast probes, in: INFOCOM 2001. Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies, vol. 2, 2001, pp. 915–923. M. Coates, R. Nowak, Network loss inference using unicast end-to-end measurement, in: Proceedings of the ITC Conference on IP Traffic, Modelling and Management, 2000, pp. 28.1–9. M. Coates, R. Castro, R. Nowak, M. Gadhiok, R. King, Y. Tsang, Maximum likelihood network topology identification from edge-based unicast measurements, in: Proceedings of the 2002 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2002, pp. 11–20. D. Battré, N. Frejnik, S. Goel, O. Kao, D. Warneke, Evaluation of network topology inference in opaque compute clouds through end-to-end measurements, in: IEEE International Conference on Cloud Computing, CLOUD, 2011, pp. 17–24. Gong, 2013, Network performance aware MPI collective communication operations in the cloud, IEEE Trans. Parallel Distrib. Syst., 99, 11 Gropp, 2002, MPICH2: A new start for MPI implementations C. Reich, K. Bubendorfer, M. Banholzer, R. Buyya, A SLA-oriented management of containers for hosting stateful web services, in: Proceedings of the 3rd IEEE International Conference on e-Science and Grid Computing, 2007, pp. 85–92. C. Reich, M. Banholzer, R. Buyya, K. Bubendorfer, Engineering an autonomic container for WSRF-based web services, in: International Conference on Advanced Computing and Communications, ADCOM, 2007, pp. 277–282. Gu, 2010, Optimal probing for unicast network delay tomography, 1 Qin, 2014, A survey on network tomography with network coding, IEEE Commun. Surv. Tutor., 16, 1981, 10.1109/COMST.2014.2320096 Bai, 2013, A two-stage approach for network monitoring, J. Netw. Syst. Manage., 21, 238, 10.1007/s10922-012-9233-5 Chard, 2014, Network health and e-Science in public clouds, 309 Burnham, 2002 Arnold, 2010, Uninformative parameters and model selection using Akaike’s information criterion, J. Wildl. Manage., 74, 1175, 10.1111/j.1937-2817.2010.tb01236.x Liang, 1986, Longitudinal data analysis using generalized linear models, Biometrika, 73, 13, 10.1093/biomet/73.1.13 Schulte, 2004, Conceptual design of a proton computed tomography system for applications in proton radiation therapy, IEEE Trans. Nucl. Sci., 51, 866, 10.1109/TNS.2004.829392 Karonis, 2013, Distributed and hardware accelerated computing for clinical medical imaging using proton computed tomography (pCT), J. Parallel Distrib. Comput., 73, 1605, 10.1016/j.jpdc.2013.07.016 The gluster web site. http://www.gluster.org/  (Accessed on May 2015).