Service Migration Strategy Based on Multi-Attribute MDP in Mobile Edge Computing

نویسندگان

چکیده

In order to solve the problem of service interruption caused by user movement and limited range edge nodes, a migration algorithm based on multi-attribute Markov decision process was proposed for mobile computing. By performing migration, distance between is always kept small range. addition, in prevent quality from being affected frequent users, return function model defined comprehensively considering quality, resource demand service, cost, income users each node, premise taking into account cost conditions, which did not only make up deficiency scheme solely distance. The number migrations also reduced, single target server no longer used. candidate set constructed user’s motion trajectory, Q-Learning used problem. Simulation results show that can reduce ensure balance migrations.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

DoS-Resistant Attribute-Based Encryption in Mobile Cloud Computing with Revocation

Security and privacy are very important challenges for outsourced private data over cloud storages. By taking Attribute-Based Encryption (ABE) for Access Control (AC) purpose we use fine-grained AC over cloud storage. In this paper, we extend previous Ciphertext Policy ABE (CP-ABE) schemes especially for mobile and resource-constrained devices in a cloud computing environment in two aspects, a ...

متن کامل

Supplementary Materials for Dynamic Service Migration in Mobile Edge-Clouds

Shiqiang Wang∗, Rahul Urgaonkar†, Murtaza Zafer‡¶, Ting He†, Kevin Chan§, and Kin K. Leung∗ ∗Imperial College London, United Kingdom, Email: {shiqiang.wang11, kin.leung}@imperial.ac.uk †IBM T. J. Watson Research Center, Yorktown Heights, NY, United States, Email: {rurgaon, the}@us.ibm.com ‡Nyansa Inc., Palo Alto, CA, United States, Email: [email protected] §Army Research Laboratory, Ade...

متن کامل

QoS Prediction for Service Recommendations in Mobile Edge Computing

Mobile edge computing is an emerging technology that provides services within the close proximity of mobile subscribers by edge servers that are deployed in each edge server. Mobile edge computing platform enables application developers and content providers to serve context-aware services (such as service recommendation) by using real time radio access network information. In service recommend...

متن کامل

Multi-Value Attribute Concept Lattice Reduction Based on Granular Computing

Concept lattice essentially describes the relationship between objects and attributes. The reduction of multi-value attribute concept lattice is a hot topic in the fields of information retrieval, knowledge discovery and data mining etc., while the granular computing emphasizes observing and analyzing the same problem from different granular worlds. It makes the complex problems around us be ma...

متن کامل

Reliable Distributed Authentication in Multi-Access Mobile Edge Computing

The fifth generation (5G) mobile telecommunication network is expected to support multi-access mobile edge computing (MEC), which intends to distribute computation tasks and services from the central cloud to the edge clouds. Towards ultraresponsive, ultra-reliable and ultra-low-latency MEC services, the current mobile network security architecture should enable more decentralized approach for ...

متن کامل

ذخیره 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: Electronics

سال: 2022

ISSN: ['2079-9292']

DOI: https://doi.org/10.3390/electronics11244070