JARMA ALVIZ Yesid
Resource provisioning and optimization is a classic QoS management problem. Moreover, traffic control is a well-known problem in network traffic engineering. However, in service-oriented EDC setups the problem is fundamentally different. In classic networks, the resource protected by the shaping function is typically link bandwidth and buffer space, the units of which are precisely defined and measurable. In an EDC environment, resource metrics mostly fall into one of the following types : CPU power and main memory from application servers, disk storage from storage servers, and link bandwidth on the internal EDC network. Another fundamental difference is that in "classic" networks traffic control has local scope, since traffic is in the form of a single connection. In an EDC environment, service clients access services from multiple entry points (e.g., a cluster of SON appliances). Thus, the desired effect is "global" shaping. The challenge is then to enforce contracts by taking local actions at each entry point.
The contributions of these thesis are threefold. We first propose and validate DoWSS, a dynamic credit-based algorithm for multipoint-to-point service traffic shaping. Contrary to existing credit-based approaches, DoWSS involves the use of a doubly-weighted strategy for credit allocation. The evaluation results of DoWSS show that it performs optimally by limiting the number of requests to maximum possible number allowed by the client service contract.
Second, we argue that current off-the-shelf SON appliances present architectural limitations that prevent them from being used to efficiently perform traffic shaping in the presence of multiple service hosts. To tackle this issue, we introduce MuST, a SON Appliance architecture fit for multi-service traffic shaping. Our validation via simulation shows that our approach solves the multipoint-to-multipoint service traffic shaping problem while pushing the system to its maximum capacity.
Finally, current trends point to having applications located in geographically distributed EDCs. Existing traffic shaping approaches, which are designed for single-site EDCs, present issues related to network latencies when used in geographically distributed environments. To tackle this issue, we propose GeoDS, a geographically distributed service traffic shaping approach that considers in its design the communications delays between entities in the system. Our evaluation shows that our approach is able to efficiently solve the service traffic shaping problem in geographically distributed environments.
Defence : 01/24/2012 - 14h - Site Jussieu 25-26/105
Jury members :
Patrick SENAC, Professeur ISAE; rapporteur.
Yacine GHAMRI-DOUDANE, Maître de conférences ENSIIE; rapporteur.
Jérôme BRUN, VP Cloud Services AtoS; examinateur.
Khaled BOUSSETTA, Maître de conférences Université Paris 13; examinateur.
Pierre SENS, Professeur Université Pierre et Marie Curie; examinateur.
Yannis VINIOTIS, Professeur North Carolina State University, co-directeur.
Marcelo DIAS DE AMORIM, DR2 CNRS/Université Pierre et Marie Curie; co-directeur.
- Y. Jarma Alviz, K. Boloor, M. Dias De Amorim, Y. Viniotis, Robert D. Callaway : “Dynamic Service Contract Enforcement in Service-Oriented Networks”, IEEE Transactions on Services Computing, vol. 6 (1), pp. 130-142, (IEEE) (2013)
- Y. Jarma Alviz : “no title”, thesis, defence 01/24/2012, supervision Dias de amorim, Marcelo, rapporteurs : VINIOTIS Yannis (2012)
- R. Gorcitz, Y. Jarma, P. Spathis, M. Dias De Amorim, R. Wakikawa, J. Whitbeck, V. Conan, S. Fdida : “Vehicular Carriers for Big Data Transfers”, 2012 IEEE Vehicular Networking Conference (VNC), Seoul, Korea, Republic of, pp. 109-114 (2012)
- Y. Jarma Alviz, M. Dias De Amorim, Y. Viniotis : “Towards Multi-Service Traffic Shaping in Two-Tier Enterprise Data Centers”, CloudCom 2011 - IEEE Third International Conference on Cloud Computing Technology and Science, Athènes, Greece, pp. 640-645 (2011)
- Y. Jarma, G. Karbaschi, M. Dias De Amorim, F. Benbadis, G. Chelius : “Volume-Aware Positioning in the Context of a Marine Port Terminal”, Computer Communications, vol. 34 (8), pp. 962-972, (Elsevier) (2011)
- Y. Jarma, G. Karbaschi, M. Dias De Amorim, F. Benbadis, G. Chelius : “VAPS: Positioning with Spatial Constraints”, 10th IEEE International Symposium on a "World of Wireless, Mobile and Multimedia networks" (WoWMoM 2009), Kos, Greece (2009)