ADS: Adaptive and Dynamic Scaling Mechanism for Multimedia Conferencing Services in the Cloud

被引：0
作者：
Soltanian, Abbas [1 ]
Naboulsi, Diala [1 ]
Salahuddin, Mohammad A. [2 ]
Glitho, Roch [1 ]
Elbiaze, Halima [3 ]
Wette, Constant [4 ]
机构：
[1] Concordia Univ, Montreal, PQ, Canada
[2] Univ Waterloo, Waterloo, ON, Canada
[3] Univ Quebec, Montreal, PQ, Canada
[4] Ericsson, Mississauga, ON, Canada
来源：
2018 15TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC) | 2018年
基金：
加拿大自然科学与工程研究理事会;
关键词：
Cloud Computing; Multimedia Conferencing; Platform-as-a-Service; Resource Allocation; Scaling Algorithm;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Multimedia conferencing is used extensively in a wide range of applications, such as online games and distance learning. These applications need to efficiently scale the conference size as the number of participants fluctuates. Cloud is a technology that addresses the scalability issue. However, the proposed cloud-based solutions have several shortcomings in considering the future demand of applications while meeting both Quality of Service (QoS) requirements and efficiency in resource usage. In this paper, we propose an Adaptive and Dynamic Scaling mechanism (ADS) for multimedia conferencing services in the cloud. This mechanism enables scalable and elastic resource allocation with respect to the number of participants. ADS produces a cost efficient scaling schedule while considering the QoS requirements and the future demand of the conferencing service. We formulate the problem using Integer Linear Programming (ILP) and design a heuristic for it. Simulation results show that ADS mechanism elastically scales conferencing services. Moreover, the ADS heuristic is shown to outperform a greedy algorithm from a resource-efficiency perspective.
引用
收藏
页数：6
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