- DeepEn2023: Energy Datasets for Edge Artificial Intelligence
2023/11/30 by Xiaolong Tu, Anik Mallik, Tu, Xiaolong +5 · 2 citations
Computer Science · Engineering · Environmental Science · #Age of Information Optimization #Air Quality Monitoring and Forecasting #Artificial intelligence #Climate change #Cloud computing #Computer science #Data science #Deep learning #Edge device #Efficient energy use #Engineering #Enhanced Data Rates for GSM Evolution #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mindset #Performance (cs.PF) #Renewable energy #Sustainability
- Semantic Data Sourcing for 6G Edge Intelligence
2023/01/01 by Kaibin Huang, Huang, Kaibin, Lan, Qiao +4 · 2 citations
Computer Science · Engineering · #Artificial intelligence #Bottleneck #Cloud computing #Computer science #Distributed computing #Edge computing #Edge device #Energy Efficient Wireless Sensor Networks #Enhanced Data Rates for GSM Evolution #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Inference #Information Theory (cs.IT) #Key (lock) #Machine learning #Privacy-Preserving Technologies in Data #Semantic Web #Semantic heterogeneity #Signal Processing (eess.SP) #electronic engineering #information engineering
- The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices
2022/02/23 by Yi Sheng, Junhuan Yang, Sheng, Yi +13 · 2 citations
Engineering · Medicine · #Architecture #Artificial intelligence #Artificial neural network #Computer engineering #Computer science #Computers and Society (cs.CY) #Cutaneous Melanoma Detection and Management #Deep neural networks #Edge device #Engineering #Enhanced Data Rates for GSM Evolution #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile device #Operating system #Parallel computing #Range (aeronautics) #Speedup
- Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models
2020/12/27 by Ruiyuan Wu, Wu, Ruiyuan, Anna Scaglione +11 · 3 citations
Computer Science · #Age of Information Optimization #Artificial intelligence #Asynchronous communication #Block (permutation group theory) #Cloud computing #Computer network #Computer science #Convergence (economics) #Coordinate descent #Distributed #Distributed computing #Edge device #Enhanced Data Rates for GSM Evolution #FOS: Computer and information sciences #Latency (audio) #Machine learning #Parallel #Privacy-Preserving Technologies in Data #Protocol (science) #Stochastic Gradient Optimization Techniques #Telecommunications #and Cluster Computing (cs.DC) #cs.DC
- A Computation Offloading Model over Collaborative Cloud-Edge Networks with Optimal Transport Theory
2020/12/01 by Zhuo Li, Xu Zhou, Yang Liu +2 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Cloud computing #Computation #Computation offloading #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #IoT and Edge/Fog Computing #Server #Service (business) #Utility computing
- BLADE: An in-Cache Computing Architecture for Edge Devices
2020/02/11 by William Andrew Simon, William Simon, Yasir Mahmood Qureshi +4 · 3 citations
Computer Science · Engineering · #Abstraction #Advanced Data Storage Technologies #Advanced Memory and Neural Computing #CPU cache #Cache #Cloud computing #Computer architecture #Computer hardware #Computer science #Context (archaeology) #Edge device #Electrical engineering #Embedded system #Energy consumption #Engineering #Operating system #Overhead (engineering) #Parallel Computing and Optimization Techniques #Parallel computing #Static random-access memory
- CRIME: Input-Dependent Collaborative Inference for Recurrent Neural Networks
2020/01/01 by Daniele Jahier Pagliari, Roberta Chiaro, Enrico Macii +1 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial intelligence #Artificial neural network #Cloud computing #Computer science #Distributed computing #Edge device #Energy consumption #Enhanced Data Rates for GSM Evolution #Inference #IoT and Edge/Fog Computing #Machine learning #Node (physics) #Recurrent neural network #Task (project management)
- Ecosystem of Things: Hardware, Software, and Architecture
2019/07/22 by Lu Chao, Chao Lu, Xiaohui Peng +2 · 2 citations
Computer Science · Engineering · #Architecture #Cloud computing #Computer science #Data science #Distributed computing #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #Fragmentation (computing) #Geography #Green IT and Sustainability #IoT and Edge/Fog Computing #Operating system #Opportunistic and Delay-Tolerant Networks #Software #Telecommunications #Vision
- Deep Learning With Edge Computing: A Review
2019/07/15 by Jiasi Chen, Xukan Ran · 70 citations
Computer Science · #Advanced Neural Network Applications #Artificial intelligence #Cloud computing #Computer network #Computer science #Context-Aware Activity Recognition Systems #Data science #Deep belief network #Deep learning #Distributed computing #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #Inference #IoT and Edge/Fog Computing #Machine learning #Scalability #Server
- Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing
2019/06/12 by Zhi Zhou, Xu Chen, En Li +3 · 117 citations
Computer Science · #Advanced Neural Network Applications #Applications of artificial intelligence #Artificial intelligence #Big data #Cloud computing #Computer science #Data mining #Data science #Deep learning #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #IoT and Edge/Fog Computing #Mobile edge computing #Multimedia #Privacy-Preserving Technologies in Data #The Internet #World Wide Web
- Wireless Edge Computing with Latency and Reliability Guarantees
2019/05/13 by Mohammed S. Elbamby, Cristina Perfecto, Elbamby, Mohammed S. +12 · 6 citations
Computer Science · Engineering · #Age of Information Optimization #Cloud computing #Computer network #Computer science #Distributed computing #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #IoT and Edge/Fog Computing #Latency (audio) #Operating system #Opportunistic and Delay-Tolerant Networks #Software deployment #Telecommunications #Wireless #Wireless network #cs.NI #eess.SP
- Learning-Based Computation Offloading for IoT Devices With Energy Harvesting
2019/01/01 by Minghui Min, Liang Xiao, Ye Chen +3 · 23 citations
Computer Science · Engineering · #Age of Information Optimization #Artificial intelligence #Cloud computing #Computation #Computation offloading #Computer network #Computer science #Edge computing #Edge device #Electrical engineering #Embedded system #Energy (signal processing) #Energy Harvesting in Wireless Networks #Energy consumption #Energy harvesting #Engineering #Internet of Things #IoT and Edge/Fog Computing #Latency (audio) #Mobile device #Mobile edge computing #Real-time computing #Reinforcement learning #Server #Telecommunications #Wireless
- Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives
2018/06/16 by Jianyu Wang, Jianli Pan, Wang, Jianyu +9 · 1 citation
Computer Science · Engineering · #Artificial intelligence #Augmented reality #Caching and Content Delivery #Cloud computing #Computation offloading #Computer science #Data science #Distributed computing #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #FOS: Computer and information sciences #IoT Networks and Protocols #IoT and Edge/Fog Computing #Mobile cloud computing #Mobile device #Mobile edge computing #Networking and Internet Architecture (cs.NI) #Operating system #World Wide Web #cs.NI
- Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges and Opportunities
2018/04/13 by Nan Cheng, Cheng, Nan, Wenchao Xu +12 · 1 citation
Computer Science · Engineering · #Advanced Wireless Communication Technologies #Architecture #Cloud computing #Computer network #Computer science #Distributed computing #Drone #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #FOS: Electrical engineering #Flexibility (engineering) #Geography #Mobile edge computing #Network architecture #Operating system #Opportunistic and Delay-Tolerant Networks #Resilience (materials science) #Signal Processing (eess.SP) #Telecommunications #The Internet #UAV Applications and Optimization #World Wide Web #eess.SP #electronic engineering #information engineering
- The Promise of Edge Computing
2016/05/01 by Weisong Shi, Schahram Dustdar · 53 citations
Computer Science · #Bandwidth (computing) #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Cloud computing #Cloud computing security #Computer network #Computer science #Computer security #Edge computing #Edge device #Enhanced Data Rates for GSM Evolution #IoT and Edge/Fog Computing #Mobile edge computing #Operating system #Telecommunications #The Internet #World Wide Web