Cost-Efficient Service Function Chaining with CoMP Zero-Forcing Beamforming in Mobile Edge Networks
نویسندگان
چکیده
As two promising paradigms in next generation cellular systems, service function chaining (SFC) and mobile edge computing (MEC) have attracted great interests, would bring more delay-sensitive services to users proximity. Nevertheless, owing time-varying channel conditions finite server resources, the SFC deployment networks is nontrivial. In this work, leveraging both coordinated multiple points (CoMP)-based zero-forcing beamforming ℓp (0 < p 1) norm-based successive convex approximation (SCA) methods, we investigate edge. First, under constraints of processing link capacity, transmission power ordering, build a mixed-integer nonlinear programming (MINLP)-based cost optimization problem, minimize flow cost. Then, using dirty paper-based CoMP method, interference among SFSs canceled, original problem recast as interference-free one. Next, SCA method works produce series subproblem, iterative solution which proved converge optimal one at linear convergence rate. Finally, numerical results are used validate proposed showing that wireless resource management deserves special interests networks.
منابع مشابه
Distributed Multi-Cell Zero-Forcing Beamforming in Cellular Downlink Channels
For a multiple-input single-output (MISO) downlink channel with M transmit antennas, it has been recently proved that zero-forcing beamforming (ZFBF) to a subset of (at most) M “semiorthogonal” users is optimal in terms of sum-rate, asymptotically with the number of users. However, determining the subset of users for transmission is a complex optimization problem. Adopting the ZFBF scheme in a ...
متن کاملCATENAE: A scalable service function chaining system for legacy mobile networks
Funding information EU in the context of the “FP7 ITN CleanSky” project, Grant/Award Number: 607584 Summary Service function chaining promises to ease the introduction of new services in mobile networks by enabling the dynamic composition of virtualized network functions. However, current implementations rely on new tunneling protocols and on network infrastructure changes, which make deploymen...
متن کاملApplication-aware and Dynamic Security Function Chaining for Mobile Networks
Mobile networks have urgent demands of fine-grained, cost-effective and flexible service provision for diversified user traffic. To cope with these demands, researchers have proposed various Service Function Chaining (SFC) solutions with the rise of Software Defined Networking (SDN) and Network Function Virtualization (NFV) technologies. However, most of them are performed based on MAC address ...
متن کاملZero-forcing DPC beamforming design for multiuser MIMO broadcast channels
The sum rate maximization in multiuser MIMO broadcast channels is investigated in this paper. We first propose an approach under a total power constraint. Compared with the most related methods in the literature, the proposed method can be easily adapted to a more realistic per-antenna power constraint. Since the power of each antenna is limited individually by the linearity of its power amplif...
متن کاملOrchestrating Service Function Chaining in Cloud Environments
The rapid emergence of Software Defined Networks (SDN) and Network Function Virtualization (NFV) concepts is enabling the innovation of cloud infrastructures for supporting real time services and applications. Interconnecting Service Functions (SFs) in a specific ordered way to support applications’ requirements is defining the concept of Service Function Chaining (SFC). SFC uses those evolved ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Frontiers in artificial intelligence and applications
سال: 2022
ISSN: ['1879-8314', '0922-6389']
DOI: https://doi.org/10.3233/faia220568