Delay-aware Online Resource Allocation for Buffer-aided Synchronous Federated Learning over Wireless Networks
Synchronous federated learning (FL) over wireless networks often suffers from the straggler
effect, when the time required for training local models and uploading trained parameters …
effect, when the time required for training local models and uploading trained parameters …
Dynamic Joint Scheduling of Anycast Transmission and Modulation in Hybrid Unicast-Multicast SWIPT-Based IoT Sensor Networks
Simultaneous wireless information and power transfer (SWIPT) technologies are vital in
powering Internet-of-Things (IoT) sensor networks. Despite their importance, the traditionally …
powering Internet-of-Things (IoT) sensor networks. Despite their importance, the traditionally …
Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification
This paper presents a novel reference architecture for blockchain-enabled federated
learning (BCFL), a state-of-the-art approach that amalgamates the strengths of federated …
learning (BCFL), a state-of-the-art approach that amalgamates the strengths of federated …
Latency Minimization of Multi-Uav Assisted Federated Learning in Fast Decision-Making Scenarios
Q Tang, B Li, J Wang, Y Song, O Alfarraj… - Available at SSRN … - papers.ssrn.com
Unmanned aerial vehicle (UAV) assisted federated learning (FL) can complete machine
learning (ML) model training without relying on a large number of ground basestation (BS) …
learning (ML) model training without relying on a large number of ground basestation (BS) …
IoT 센서네트워크에서SWIPT 스케줄링에관한연구
김도엽 - 한국지능시스템학회논문지, 2023 - dbpia.co.kr
동시 무선 정보 및 전력 전송 (SWIPT) 기술은 정보와 에너지를 동시에 송수신하는 기술로, 시간
분할 및 전력 분할 기법을 통해 독립적인 정보 수신 모듈과 에너지 수확 모듈이 사용되는 분리형 …
분할 및 전력 분할 기법을 통해 독립적인 정보 수신 모듈과 에너지 수확 모듈이 사용되는 분리형 …