Latency-aware joint virtual machine and policy consolidation for mobile edge computing

To guarantee an efficient and high-performance environment for mobile devices to perform offloading with low end-to-end delay, it is important to ensure no network policies are violated. In this paper, we explore the simultaneous, dynamic virtual machine (VM) and policy consolidation, and formulate the Policy-VM Latency-aware Consolidation problem for Mobile Edge Computing, which is shown to be NP-Hard. We propose the PL-Edge, an efficient scheme to jointly consolidate network policies and virtual machines for mobile edge computing to reduce communication end-to-end delays among devices and virtual machines. Our simulation results demonstrate that the proposed PL-Edge can significantly reduces policy-flows end-to-end delay by nearly 45% while adhering strictly to the requirements of network policies.

[1]  Tarik Taleb,et al.  Toward carrier cloud: Potential, challenges, and solutions , 2014, IEEE Wireless Communications.

[2]  Tarik Taleb,et al.  Service Function Chaining in Next Generation Networks: State of the Art and Research Challenges , 2017, IEEE Communications Magazine.

[3]  Mahadev Satyanarayanan,et al.  Early Implementation Experience with Wearable Cognitive Assistance Applications , 2015, WearSys@MobiSys.

[4]  Nirwan Ansari,et al.  Green Cloudlet Network: A Distributed Green Mobile Cloud Network , 2016, IEEE Network.

[5]  Carlos Pignataro,et al.  Service Function Chaining (SFC) Architecture , 2015, RFC.

[6]  Qiang Xu,et al.  Software-Defined Latency Monitoring in Data Center Networks , 2015, PAM.

[7]  Mahadev Satyanarayanan,et al.  You can teach elephants to dance: agile VM handoff for edge computing , 2017, SEC.

[8]  Aditya Akella,et al.  OpenNF , 2014, SIGCOMM.

[9]  Alex Reznik,et al.  Mobile Edge Cloud System: Architectures, Challenges, and Approaches , 2018, IEEE Systems Journal.

[10]  Van-Giang Nguyen,et al.  SDN and Virtualization-Based LTE Mobile Network Architectures: A Comprehensive Survey , 2016, Wirel. Pers. Commun..

[11]  Vijay Mann,et al.  Remedy: Network-Aware Steady State VM Management for Data Centers , 2012, Networking.

[12]  Ying Gao,et al.  Quantifying the Impact of Edge Computing on Mobile Applications , 2016, APSys.

[13]  Fung Po Tso,et al.  Synergistic policy and virtual machine consolidation in cloud data centers , 2016, IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications.

[14]  Mahadev Satyanarayanan,et al.  The Emergence of Edge Computing , 2017, Computer.