Cicada: Introducing predictive guarantees for cloud networks

6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014

Volumn , Issue , 2014, Pages

  LaCurts, Katrina ^a   Mogul, Jeffrey C ^b   Balakrishnan, Hari ^a   Turner, Yoshio ^c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b GOOGLE INC   (United States)

^c HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLOUD COMPUTING;

APPLICATION PERFORMANCE; BANDWIDTH CONSUMPTION; BANDWIDTH GUARANTEE; NET WORK UTILIZATION; NETWORK BANDWIDTH; OVER PROVISIONING; PREDICTION ALGORITHMS; SPATIALLY INHOMOGENEOUS;

BANDWIDTH;

EID: 85088353170     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. BALLANI, H., COSTA, P., KARAGIANNIS, T., AND ROWSTRON, A. Towards Predictable Datacenter Networks. In SIGCOMM (2011).
2. BENSON, T., AKELLA, A., AND MALTZ, D. A. Network Traffic Characteristics of Data Centers in the Wild. In IMC (2010).
3. BENSON, T., ANAND, A., AKELLA, A., AND ZHANG, M. Understanding Data Center Traffic Characteristics. In WREN (2009).
4. DENG, S., AND BALAKRISHNAN, H. Traffic-aware Techniques to Reduce 3G/LTE Wireless Energy Consumption. In CoNEXT (2012).
5. DUFFIELD, N. G., GOYAL, P., GREENBERG, A., MISHRA, P., RAMAKRISHNAN, K. K., AND VAN DER MERWE, J. E. A Flexible Model for Resource Management in Virtual Private Networks. In SIGCOMM (1999).
6. ERICKSON, D., HELLER, B., YANG, S., CHU, J., ELLITHORPE, J., WHYTE, S., STUART, S., MCKEOWN, N., PARULKAR, G., AND ROSENBLUM, M. Optimizing a Virtualized Data Center. In SIGCOMM Demos (2011).
7. GREENBERG, A., HAMILTON, J. R., JAIN, N., KANDULA, S., KIM, C., LAHIRI, P., MALTZ, D. A., PATEL, P., AND SENGUPTA, S. VL2: A Scalable and Flexible Data Center Network. In SIGCOMM (2009).
8. GUI, C., LU, G., WANG, H. J., YANG, S., KONG, C., SUN, P., WU, W., AND ZHANG, Y. SecondNet: A Data Center Network Virtualization Architecture with Bandwidth Guarantees. In CoNEXT (2010).
9. HAJJAT, M., SUN, X., SUNG, Y.-W. E., MALTZ, D., RAO, S., SRIPANIDKULCHAI, K., AND TAWARMALANI, M. Cloudward Bound: Planning for Beneficial Migration of Enterprise Applications to the Cloud. In SIGCOMM (2010).
10. HERBSTER, M., AND WARMUTH, M. K. Tracking the Best Expert. Machine Learning 32 (1998).
11. HP Cloud. http://hpcloud.com.
12. JAMIN, S., SHENKER, S. J., AND DANZIG, P. B. Comparison of Measurement-based Admission Control Algorithms for Controlled-load Service. In Infocom (1997).
13. KIM, G., PARK, H., YU, J., AND LEE, W. Virtual Machines Placement for Network Isolation in Clouds. In RACS (2012).
14. KNIGHTLY, E. W., AND SHROFF, N. B. Admission Control for Statistical QoS: Theory and Practice. IEEE Network 13, 2 (1999).
15. LACURTS, K., MOGUL, J. C., BALAKRISHNAN, H., AND TURNER, Y. Cicada: Predictive Guarantees for Cloud Network Bandwidth. Tech. Rep. MIT-CSAIL-TR-004, Massachusetts Institute of Technology, 2014.
16. LAM, T. V., RADHAKRISHNAN, S., PAN, R., VAHDAT, A., AND VARGHESE, G. NetShare and Stochastic NetShare: Predictable Bandwidth Allocation for Data Centers. SIGCOMM CCR 42, 3 (2012).
17. LEE, J., LEE, M., POPA, L., TURNER, Y., BANERJEE, S., SHARMA, P., AND STEPHENSON, B. CloudMirror: Application-Aware Bandwidth Reservations in the Cloud. In HotCloud (2013).
18. MONTELEONI, C., BALAKRISHNAN, H., FEAMSTER, N., AND JAAKKOLA, T. Managing the 802.11 Energy/Performance Tradeoff with Machine Learning. Tech. Rep. MIT-LCS-TR-971, Massachusetts Institute of Technology, 2004.
19. NIU, D., FENG, C., AND LI, B. Pricing Cloud Bandwidth Reservations Under Demand Uncertainty. In Sigmetrics (2012).
20. OpenStack Operations Guide - Managing Projects and Users. http://docs.openstack.org/trunk/openstack-ops/content/projects_users.html.
21. POPA, L., KUMAR, G., CHOWDHURY, M., KRISHNAMURTHY, A., RATNASAMY, S., AND STOICA, I. FairCloud: Sharing the Network in Cloud Computing. In SIGCOMM (2012).
22. RAGHAVAN, B., VISHWANATH, K., RAMABHADRAN, S., YOCUM, K., AND SNOEREN, A. C. Cloud Control with Distributed Rate Limiting. In SIGCOMM (2007).
23. RASMUSSEN, A., CONLEY, M., KAPOOR, R., LAM, V. T., PORTER, G., AND VAHDAT, A. Themis: An I/O-Efficient MapReduce. In SOCC (2012).
24. RASMUSSEN, A., PORTER, G., CONLEY, M., MADHYASTHA, H., MYSORE, R. N., PUCHER, A., AND VAHDAT, A. TritonSort: A Balanced Large-Scale Sorting System. In NSDI (2011).
25. RODRIGUES, H., SANTOS, J. R., TURNER, Y., SOARES, P., AND GUEDES, D. Gatekeeper: Supporting Bandwidth Guarantees for Multi-tenant Datacenter Networks. In WIOV (2011).
26. ROUGHAN, M., THORUP, M., AND ZHANG, Y. Traffic Engineering with Estimated Traffic Matrices. In IMC (2003).
27. sFlow. http://sflow.org.
28. XIE, D., DING, N., HU, Y. C., AND KOMPELLA, R. The Only Constant is Change: Incorporating Time-Varying Network Reservations in Data Centers. In SIGCOMM (2012).
29. ZHANG, Y., ROUGHAN, M., DUFFIELD, N., AND GREENBERG, A. Fast Accurate Computation of Large-Scale IP Traffic Matrices from Link Loads. In Sigmetrics (2003).