Online orchestration of cross-edge service function chaining for cost-efficient edge computing

Z Zhou, Q Wu, X Chen - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
Edge computing (EC) has quickly ascended to be the de-facto standard for hosting
emerging low-latency applications, as exemplified by intelligent video surveillance, Internet …

Cognitive-LPWAN: Towards intelligent wireless services in hybrid low power wide area networks

M Chen, Y Miao, X Jian, X Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The relentless development of the Internet of Things (IoT) communication technologies and
the gradual maturity of artificial intelligence (AI) have led to a powerful cognitive computing …

[PDF][PDF] Dynamic resource allocation for distributed systems and cloud computing

LM Haji, S Zeebaree, OM Ahmed… - TEST Engineering & …, 2020 - researchgate.net
Abstract a system that comprises of self-sufficient computers that are associated utilizing a
conveyance middleware is called distributed system. Also, computations-over-Internet are …

MOERA: Mobility-agnostic online resource allocation for edge computing

L Wang, L Jiao, J Li, J Gedeon… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
To better support emerging interactive mobile applications such as those VR-/AR-based,
cloud computing is quickly evolving into a new computing paradigm called edge computing …

Online resource allocation for arbitrary user mobility in distributed edge clouds

L Wang, L Jiao, J Li… - 2017 IEEE 37th …, 2017 - ieeexplore.ieee.org
As clouds move to the network edge to facilitate mobile applications, edge cloud providers
are facing new challenges on resource allocation. As users may move and resource prices …

Online resource allocation, content placement and request routing for cost-efficient edge caching in cloud radio access networks

L Pu, L Jiao, X Chen, L Wang, Q Xie… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
In this paper, we advocate edge caching in cloud radio access networks (C-RAN) to facilitate
the ever-increasing mobile multimedia services. In our framework, central offices will …

Dynamic multi-level auto-scaling rules for containerized applications

S Taherizadeh, V Stankovski - The Computer Journal, 2019 - academic.oup.com
Container-based cloud applications require sophisticated auto-scaling methods in order to
operate under different workload conditions. The choice of an auto-scaling method may …

Resource-efficient and convergence-preserving online participant selection in federated learning

Y Jin, L Jiao, Z Qian, S Zhang, S Lu… - 2020 IEEE 40th …, 2020 - ieeexplore.ieee.org
Federated learning achieves the privacy-preserving training of models on mobile devices by
iteratively aggregating model updates instead of raw training data to the server. Since …

CE-IoT: Cost-effective cloud-edge resource provisioning for heterogeneous IoT applications

Z Zhou, S Yu, W Chen, X Chen - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
With the great advance in the Internet-of-Things (IoT) sector, the recent years have
witnessed an unprecedented wave of the proliferation of heterogeneous IoT devices and …

The serverless scheduling problem and noah

M Stein - arXiv preprint arXiv:1809.06100, 2018 - arxiv.org
The serverless scheduling problem poses a new challenge to Cloud service platform
providers because it is rather a job scheduling problem than a traditional resource allocation …