Adaptive Graph Pruning with Sudden-Events Evaluation for Traffic Prediction using Online Semi-Decentralized ST-GNNs
Fuente:
arXiv
Saved in:
| Main Authors: | Kralj, Ivan, Giaretta, Lodovico, Ježić, Gordan, Žarko, Ivana Podnar, Girdzijauskas, Šarūnas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction
by: Kralj, Ivan, et al.
Published: (2024)
by: Kralj, Ivan, et al.
Published: (2024)
QEdgeProxy: QoS-Aware Load Balancing for IoT Services in the Computing Continuum
by: Čilić, Ivan, et al.
Published: (2024)
by: Čilić, Ivan, et al.
Published: (2024)
QoS-Aware Load Balancing in the Computing Continuum via Multi-Player Bandits
by: Čilić, Ivan, et al.
Published: (2025)
by: Čilić, Ivan, et al.
Published: (2025)
Inference Load-Aware Orchestration for Hierarchical Federated Learning
by: Lackinger, Anna, et al.
Published: (2024)
by: Lackinger, Anna, et al.
Published: (2024)
Reactive Orchestration for Hierarchical Federated Learning Under a Communication Cost Budget
by: Čilić, Ivan, et al.
Published: (2024)
by: Čilić, Ivan, et al.
Published: (2024)
Accelerating Dynamic Image Graph Construction on FPGA for Vision GNNs
by: Ramachandran, Anvitha, et al.
Published: (2025)
by: Ramachandran, Anvitha, et al.
Published: (2025)
ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs
by: Zhang, Lixing, et al.
Published: (2026)
by: Zhang, Lixing, et al.
Published: (2026)
SDFLMQ: A Semi-Decentralized Federated Learning Framework over MQTT
by: Ali-Pour, Amir, et al.
Published: (2025)
by: Ali-Pour, Amir, et al.
Published: (2025)
AES-SpMM: Balancing Accuracy and Speed by Adaptive Edge Sampling Strategy to Accelerate SpMM in GNNs
by: Song, Yingchen, et al.
Published: (2025)
by: Song, Yingchen, et al.
Published: (2025)
Message Size Matters: AlterBFT's Approach to Practical Synchronous BFT in Public Clouds
by: Milošević, Nenad, et al.
Published: (2025)
by: Milošević, Nenad, et al.
Published: (2025)
Decentralized and Self-adaptive Core Maintenance on Temporal Graphs
by: Rucci, Davide, et al.
Published: (2025)
by: Rucci, Davide, et al.
Published: (2025)
Adaptive Weighting Push-SUM for Decentralized Optimization with Statistical Diversity
by: Zhou, Yiming, et al.
Published: (2024)
by: Zhou, Yiming, et al.
Published: (2024)
Semi-Synchronous Exploration in Dynamic Graphs
by: Saxena, Ashish, et al.
Published: (2026)
by: Saxena, Ashish, et al.
Published: (2026)
Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning
by: Nguyen, Huong, et al.
Published: (2025)
by: Nguyen, Huong, et al.
Published: (2025)
Fault-Tolerant Decentralized Distributed Asynchronous Federated Learning with Adaptive Termination Detection
by: Akkinepally, Phani Sahasra, et al.
Published: (2025)
by: Akkinepally, Phani Sahasra, et al.
Published: (2025)
Structures and Techniques for Streaming Dynamic Graph Processing on Decentralized Message-Driven Systems
by: Chandio, Bibrak Qamar, et al.
Published: (2024)
by: Chandio, Bibrak Qamar, et al.
Published: (2024)
Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
by: Wang, Shilong, et al.
Published: (2025)
by: Wang, Shilong, et al.
Published: (2025)
Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS
by: Houle, Michael, et al.
Published: (2024)
by: Houle, Michael, et al.
Published: (2024)
Spatiotemporal Traffic Prediction in Distributed Backend Systems via Graph Neural Networks
by: Qiu, Zhimin, et al.
Published: (2025)
by: Qiu, Zhimin, et al.
Published: (2025)
FedAPTA: Federated Multi-task Learning for Heterogeneous Devices with Adaptive Layer-wise Pruning and Task-aware Aggregation
by: Yu, Zhen, et al.
Published: (2025)
by: Yu, Zhen, et al.
Published: (2025)
PruneX: A Hierarchical Communication-Efficient System for Distributed CNN Training with Structured Pruning
by: Olama, Alireza, et al.
Published: (2025)
by: Olama, Alireza, et al.
Published: (2025)
Vault: Decentralized Storage Made Durable
by: Sun, Guangda, et al.
Published: (2023)
by: Sun, Guangda, et al.
Published: (2023)
Shelby: Decentralized Storage Designed to Serve
by: Goren, Guy, et al.
Published: (2025)
by: Goren, Guy, et al.
Published: (2025)
Scalable Decentralized Algorithms for Online Personalized Mean Estimation
by: Galante, Franco, et al.
Published: (2024)
by: Galante, Franco, et al.
Published: (2024)
Large Scale Multi-GPU Based Parallel Traffic Simulation for Accelerated Traffic Assignment and Propagation
by: Jiang, Xuan, et al.
Published: (2024)
by: Jiang, Xuan, et al.
Published: (2024)
Decentralized Learning Made Practical with Client Sampling
by: de Vos, Martijn, et al.
Published: (2023)
by: de Vos, Martijn, et al.
Published: (2023)
Decentralized Federated Averaging via Random Walk
by: Wang, Changheng, et al.
Published: (2025)
by: Wang, Changheng, et al.
Published: (2025)
Environment-Aware Dynamic Pruning for Pipelined Edge Inference
by: O'Quinn, Austin, et al.
Published: (2025)
by: O'Quinn, Austin, et al.
Published: (2025)
Rafture: Erasure-coded Raft with Post-Dissemination Pruning
by: Kerur, Rithwik, et al.
Published: (2026)
by: Kerur, Rithwik, et al.
Published: (2026)
Federated Semi-Supervised and Semi-Asynchronous Learning for Anomaly Detection in IoT Networks
by: Zhai, Wenbin, et al.
Published: (2023)
by: Zhai, Wenbin, et al.
Published: (2023)
Bandwidth-Aware Network Topology Optimization for Decentralized Learning
by: Shen, Yipeng, et al.
Published: (2025)
by: Shen, Yipeng, et al.
Published: (2025)
Megha: Decentralized Global Fair Scheduling for Federated Clusters
by: Thiyyakat, Meghana, et al.
Published: (2021)
by: Thiyyakat, Meghana, et al.
Published: (2021)
CONFINE: Preserving Data Secrecy in Decentralized Process Mining
by: Goretti, Valerio, et al.
Published: (2024)
by: Goretti, Valerio, et al.
Published: (2024)
Decentralizing Trust: Consortium Blockchains and Hyperledger Fabric Explained
by: Vera-Rivera, Angelo, et al.
Published: (2025)
by: Vera-Rivera, Angelo, et al.
Published: (2025)
Parallel Online Directed Acyclic Graph Exploration for Atlasing Soft-Matter Assembly Configuration Spaces
by: Prabhu, Rahul, et al.
Published: (2024)
by: Prabhu, Rahul, et al.
Published: (2024)
Pruning Blockchain Protocols for Efficient Access Control in IoT Systems
by: Huang, Yongtao, et al.
Published: (2024)
by: Huang, Yongtao, et al.
Published: (2024)
Distributed Bilevel Optimization with Dual Pruning for Resource-limited Clients
by: Li, Mingyi, et al.
Published: (2025)
by: Li, Mingyi, et al.
Published: (2025)
RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms
by: Loisel, Filip, et al.
Published: (2024)
by: Loisel, Filip, et al.
Published: (2024)
Proof-of-Behavior: Behavior-Driven Consensus for Trustworthy Decentralized Finance
by: Borjigin, Ailiya, et al.
Published: (2025)
by: Borjigin, Ailiya, et al.
Published: (2025)
Evaluation Framework for Centralized and Decentralized Aggregation Algorithm in Federated Systems
by: Chongder, Sumit
Published: (2025)
by: Chongder, Sumit
Published: (2025)
Similar Items
-
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction
by: Kralj, Ivan, et al.
Published: (2024) -
QEdgeProxy: QoS-Aware Load Balancing for IoT Services in the Computing Continuum
by: Čilić, Ivan, et al.
Published: (2024) -
QoS-Aware Load Balancing in the Computing Continuum via Multi-Player Bandits
by: Čilić, Ivan, et al.
Published: (2025) -
Inference Load-Aware Orchestration for Hierarchical Federated Learning
by: Lackinger, Anna, et al.
Published: (2024) -
Reactive Orchestration for Hierarchical Federated Learning Under a Communication Cost Budget
by: Čilić, Ivan, et al.
Published: (2024)