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Learning for Computation Offloading in Mobile Edge Computing

IEEE Transactions on Communications, 2018
Mobile edge computing (MEC) is expected to provide cloud-like capacities for mobile users (MUs) at the edge of wireless networks. However, deploying MEC systems faces many challenges, one of which is to achieve an efficient distributed offloading mechanism for multiple users in time-varying wireless environments.
Thinh Quang Dinh   +3 more
openaire   +1 more source

Hotspot Mitigation for Mobile Edge Computing

IEEE Transactions on Sustainable Computing, 2022
Due to the long latency of accessing services from cloud datacenters, mobile edge computing (MEC) has been proposed to provide the capability of cloud computing in close proximity to mobile users. Mobile devices can offload computation-intensive applications to MEC servers to achieve better performance and reduce power consumption.
Wan-Chi Chang   +2 more
openaire   +1 more source

DAG Scheduling in Mobile Edge Computing

ACM Transactions on Sensor Networks, 2023
In Mobile Edge Computing, edge servers have limited storage and computing resources that can only support a small number of functions. Meanwhile, mobile applications are becoming more complex, consisting of multiple dependent tasks, modeled as a Directed Acyclic Graph (DAG).
Guopeng Li 0002   +7 more
openaire   +1 more source

Adaptive Replication for Mobile Edge Computing

IEEE Journal on Selected Areas in Communications, 2018
Mobile edge computing (MEC) has been proposed to complement the limitations of cloud computing. Allocating replicas in MEC servers can shorten transmission latency and improve the quality of service (QoS). However, cloud-based replication schemes may not be suitable for MEC servers due to their limited resources and the varied traffic in RANs.
Wan-Chi Chang, Pi-Chung Wang
openaire   +1 more source

Wireless backhaul for mobile edge computing

2016 IEEE NetSoft Conference and Workshops (NetSoft), 2016
The purpose of this demonstration is to show our flexible wireless backhaul network and how it seamlessly integrates with an open source cloud platform for managing edge computing servers. We will demonstrate how information is exchanged between the radio network and the edge server via a Unified Technology Interface. The use case will show the benefit
Osianoh Glenn Aliu   +2 more
openaire   +1 more source

SBA-Based Mobile Edge Computing

2019 IEEE Globecom Workshops (GC Wkshps), 2019
5G is becoming open, service-oriented, and software- oriented by introducing Service Based Architecture (SBA) into its core network. In consequence, we propose SBA-based mobile edge computing (MEC) in this paper. Firstly, we present a service-based MEC platform architecture, composed of network functions (NFs) and service based interface.
Ting Li   +3 more
openaire   +1 more source

Mobile computing at the edge

Proceedings of the 2013 ACM workshop on Mobile development lifecycle, 2013
Edge environments, such as those in which first responders and military personnel operate in, are characterized by dynamic context, limited computing resources, intermittent network connectivity, and high levels of stress. First responders and soldiers can use handheld devices in these environments to help with tasks such as speech and image ...
openaire   +1 more source

Location service in mobile edge computing

2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN), 2017
Mobile Edge Computing (MEC) is an innovative technology that deploys virtualized “cloud native” functionality into the radio access network. The communications between applications and MEC services are designed according to the principles of Service-Oriented Architecture (SOA). The aim is to re-use existing interfaces as much as possible. In this paper,
Evelina Pencheva   +3 more
openaire   +1 more source

Recovery for overloaded mobile edge computing

Future Generation Computer Systems, 2017
Mobile edge computing (MEC) allows the use of its services with low latency, location awareness and mobility support to make up for the disadvantages of cloud computing. But an overloaded MEC system or any MEC system failure significantly degrades quality of experience (QoE) and negates the advantages of MEC.
Dimas Satria, Daihee Park, Minho Jo 0001
openaire   +1 more source

Mobile Edge Computing: Progress and Challenges

2016 4th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), 2016
Mobile Edge Computing (MEC) provides mobile and cloud computing capabilities within the access network, and aims to unite the telco and IT at the mobile network edge. This paper presents an investigation on the progress of MEC, and proposes a platform, named WiCloud, to provide edge networking, proximate computing and data acquisition for innovative ...
Hongxing Li 0003   +3 more
openaire   +1 more source

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