Edge AI as a Service: Configurable Model Deployment and Delay-Energy Optimization With Result Quality Constraints

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

(2021) Khaled B. Letaief et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection

(2020) Vicent Sanz Marco et al.   ACM Transactions on Embedded Computing Systems

A comprehensive survey on model compression and acceleration

(2020) Tejalal Choudhary et al.   ARTIFICIAL INTELLIGENCE REVIEW

The views, measurements and challenges of elasticity in the cloud: A review

(2020) Ahmed Barnawi et al.   COMPUTER COMMUNICATIONS

Energy-efficient Workload Allocation and Computation Resource Configuration in Distributed Cloud/Edge Computing Systems With Stochastic Workloads

(2020) Wenyu Zhang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

(2020) Mingzhe Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Optimizing Resource Allocation for Joint AI Model Training and Task Inference in Edge Intelligence Systems

(2020) Xian Li et al.   IEEE Wireless Communications Letters

Energy-Saving Computation Offloading by Joint Data Compression and Resource Allocation for Mobile-Edge Computing

(2019) Ding Xu et al.   IEEE COMMUNICATIONS LETTERS

MASM: A Multiple-Algorithm Service Model for Energy-Delay Optimization in Edge Artificial Intelligence

(2019) Wenyu Zhang et al.   IEEE Transactions on Industrial Informatics

Demystifying Parallel and Distributed Deep Learning

(2019) Tal Ben-Nun et al.   ACM COMPUTING SURVEYS

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

(2019) Xiaofei Wang et al.   IEEE NETWORK

Deep Learning With Edge Computing: A Review

(2019) Jiasi Chen et al.   PROCEEDINGS OF THE IEEE

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

(2019) Zhi Zhou et al.   PROCEEDINGS OF THE IEEE

Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing

(2019) En Li et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Extreme learning machines with expectation kernels

(2019) Wenyu Zhang et al.   PATTERN RECOGNITION

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

A Survey on Mobile Edge Computing: The Communication Perspective

(2017) Yuyi Mao et al.   IEEE Communications Surveys and Tutorials

A communication efficient distributed learning framework for smart environments

(2017) Lorenzo Valerio et al.   Pervasive and Mobile Computing

Energy-latency Trade-off for Energy-aware Offloading in Mobile Edge Computing Networks

(2017) Jiao Zhang et al.   IEEE Internet of Things Journal

A Review of Auto-scaling Techniques for Elastic Applications in Cloud Environments

(2014) Tania Lorido-Botran et al.   Journal of Grid Computing

Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel

(2013) Weiwen Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS