Copertina

Graph Theory Meets Federated Learning over Satellite Constellations: Spanning Aggregations, Network Formation, and Performance Optimization

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Nadimi, Fardis, Abdisarabshali, Payam, Chakareski, Jacob, Mastronarde, Nicholas, Hosseinalipour, Seyyedali
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Distributed, Parallel, and Cluster Computing Machine Learning Networking and Internet Architecture
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Future Resource Bank for ISAC: Achieving Fast and Stable Win-Win Matching for Both Individuals and Coalitions
di: Qi, Houyi, et al.
Pubblicazione: (2025)

Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
di: Wang, Su, et al.
Pubblicazione: (2023)

A Lightweight and Scalable Design of Segment Routing in Broadband LEO Constellations Using Landmark-Based Skeleton Graphs
di: Hu, Menglan, et al.
Pubblicazione: (2024)

Federated Learning and Evolutionary Game Model for Fog Federation Formation
di: Yasser, Zyad, et al.
Pubblicazione: (2024)

Hurry: Dynamic Collaborative Framework For Low-orbit Mega-Constellation Data Downloading
di: Luo, Handong, et al.
Pubblicazione: (2024)

On the Geometric Coherence of Global Aggregation in Federated Graph Neural Networks
di: Kabgere, Chethana Prasad, et al.
Pubblicazione: (2026)

Plotinus: A Satellite Internet Digital Twin System
di: Gao, Yue, et al.
Pubblicazione: (2024)

Edge-Disjoint Spanning Trees on Star-Product Networks
di: Isham, Kelly, et al.
Pubblicazione: (2024)

Deduplicator: When Computation Reuse Meets Load Balancing at the Network Edge
di: Azad, Md Washik Al, et al.
Pubblicazione: (2024)

Optimal Oblivious Load-Balancing for Sparse Traffic in Large-Scale Satellite Networks
di: Ramakanth, Rudrapatna Vallabh, et al.
Pubblicazione: (2026)

Route-and-Aggregate Decentralized Federated Learning Under Communication Errors
di: Li, Weicai, et al.
Pubblicazione: (2025)

Capacity Scalability of LEO Constellations With Dynamic Link Failures
di: Li, Wei, et al.
Pubblicazione: (2026)

AirChain: A Novel Blockchain Framework and Low-Cost Device for Democratized Air Quality Data Aggregation
di: Stankiewicz, Samuel
Pubblicazione: (2024)

Carbon-Aware Temporal Data Transfer Scheduling Across Cloud Datacenters
di: Rodrigues, Elvis, et al.
Pubblicazione: (2025)

Towards Practical Overlay Networks for Decentralized Federated Learning
di: Hua, Yifan, et al.
Pubblicazione: (2024)

Surviving the Edge: Federated Learning under Networking and Resource Constraints
di: Mwanje, Mike, et al.
Pubblicazione: (2026)

Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks
di: Zhu, Yan, et al.
Pubblicazione: (2025)

A Mathematical Theory of Hyper-simplex Fractal Network for Blockchain: Part I
di: Yang, Kaiwen, et al.
Pubblicazione: (2024)

SFL-LEO: Asynchronous Split-Federated Learning Design for LEO Satellite-Ground Network Framework
di: Wu, Jiasheng, et al.
Pubblicazione: (2025)

On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs)
di: Zacarias, Iulisloi, et al.
Pubblicazione: (2025)

When Light Bends to the Collective Will: A Theory and Vision for Adaptive Photonic Scale-up Domains
di: Addanki, Vamsi
Pubblicazione: (2025)

Palladium: A DPU-enabled Multi-Tenant Serverless Cloud over Zero-copy Multi-node RDMA Fabrics
di: Qi, Shixiong, et al.
Pubblicazione: (2025)

Graph neural network for in-network placement of real-time metaverse tasks in next-generation network
di: Rashid, Sulaiman Muhammad, et al.
Pubblicazione: (2024)

When IoT Meet LLMs: Applications and Challenges
di: Kok, Ibrahim, et al.
Pubblicazione: (2024)

A Communication Satellite Servises Based Decentralized Network Protocol
di: Yan, Xiao, et al.
Pubblicazione: (2024)

Energy-Efficient and High-Performance Data Transfers with DRL Agents
di: Jamil, Hasibul, et al.
Pubblicazione: (2025)

NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing
di: Ren, Qingqing, et al.
Pubblicazione: (2025)

When Digital Twin Meets 6G: Concepts, Obstacles, and Research Prospects
di: Liu, Wenshuai, et al.
Pubblicazione: (2024)

Rina: Enhancing Ring-AllReduce with In-network Aggregation in Distributed Model Training
di: Chen, Zixuan, et al.
Pubblicazione: (2024)

Trivance: Latency-Optimal AllReduce by Shortcutting Multiport Networks
di: Juerss, Anton, et al.
Pubblicazione: (2026)

A Uniqueness Theorem for Distributed Computation under Physical Constraint
di: Ren, Zhiyuan, et al.
Pubblicazione: (2025)

Multi-stage Flow Scheduling for LLM Serving
di: Sun, Yijun, et al.
Pubblicazione: (2026)

Fast Multichannel Topology Discovery in Cognitive Radio Networks
di: Wang, Yung-Li, et al.
Pubblicazione: (2025)

Enabling Scalability in Asynchronous and Bidirectional Communication in LPWAN
di: Rahman, Mahbubur
Pubblicazione: (2025)

Real-Time In-Network Machine Learning on P4-Programmable FPGA SmartNICs with Fixed-Point Arithmetic and Taylor
di: Sada, Mohammad Firas, et al.
Pubblicazione: (2025)

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
di: Luo, Haoxiang, et al.
Pubblicazione: (2025)

Performance Evaluation of Brokerless Messaging Libraries
di: La Corte, Lorenzo, et al.
Pubblicazione: (2025)

Accelerating Stable Matching between Workers and Spatial-Temporal Tasks for Dynamic MCS: A Stagewise Service Trading Approach
di: Qi, Houyi, et al.
Pubblicazione: (2025)

An Auction-Based Mechanism for Optimal Task Allocation and Resource Aware Containerization
di: kumar, Ramakant
Pubblicazione: (2026)

SCRamble: Adaptive Decentralized Overlay Construction for Blockchain Networks
di: Kolyvas, Evangelos, et al.
Pubblicazione: (2026)