An Experimental Study of Different Aggregation Schemes in Semi-Asynchronous Federated Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yunbo, Gui, Jiaping, Wu, Yue |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning
by: Li, Yunbo, et al.
Published: (2025)
by: Li, Yunbo, et al.
Published: (2025)
Efficient GPU-Centered Singular Value Decomposition Using the Divide-and-Conquer Method
by: Liu, Shifang, et al.
Published: (2025)
by: Liu, Shifang, et al.
Published: (2025)
Resource Management Schemes for Cloud-Native Platforms with Computing Containers of Docker and Kubernetes
by: Mao, Ying, et al.
Published: (2020)
by: Mao, Ying, et al.
Published: (2020)
Comparison of Vectorization Capabilities of Different Compilers for X86 and ARM CPUs
by: Sakib, Nazmus, et al.
Published: (2025)
by: Sakib, Nazmus, et al.
Published: (2025)
Temporal Load Imbalance on Ondes3D Seismic Simulator for Different Multicore Architectures
by: Solórzano, Ana Luisa Veroneze, et al.
Published: (2024)
by: Solórzano, Ana Luisa Veroneze, et al.
Published: (2024)
Performance Optimization in Stream Processing Systems: Experiment-Driven Configuration Tuning for Kafka Streams
by: Chen, David, et al.
Published: (2026)
by: Chen, David, et al.
Published: (2026)
A Pilot Study on Tunable Precision Emulation via Automatic BLAS Offloading
by: Liu, Hang, et al.
Published: (2025)
by: Liu, Hang, et al.
Published: (2025)
DIAL: Decentralized I/O AutoTuning via Learned Client-side Local Metrics for Parallel File System
by: Rashid, Md Hasanur, et al.
Published: (2026)
by: Rashid, Md Hasanur, et al.
Published: (2026)
WebAssembly and Unikernels: A Comparative Study for Serverless at the Edge
by: Besozzi, Valerio, et al.
Published: (2025)
by: Besozzi, Valerio, et al.
Published: (2025)
Automated Calibration of Parallel and Distributed Computing Simulators: A Case Study
by: McDonald, Jesse, et al.
Published: (2024)
by: McDonald, Jesse, et al.
Published: (2024)
Cloud Performance Decomposition for Long-Term Performance Engineering: A Case Study
by: Debnath, Shimul, et al.
Published: (2026)
by: Debnath, Shimul, et al.
Published: (2026)
CloverLeaf on Intel Multi-Core CPUs: A Case Study in Write-Allocate Evasion
by: Laukemann, Jan, et al.
Published: (2023)
by: Laukemann, Jan, et al.
Published: (2023)
SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination
by: Xu, Jingwei, et al.
Published: (2024)
by: Xu, Jingwei, et al.
Published: (2024)
Learning-Augmented Performance Model for Tensor Product Factorization in High-Order FEM
by: Ren, Xuanzhengbo, et al.
Published: (2026)
by: Ren, Xuanzhengbo, et al.
Published: (2026)
FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline
by: Xu, Jingwei, et al.
Published: (2025)
by: Xu, Jingwei, et al.
Published: (2025)
Accelerating Particle-in-Cell Monte Carlo Simulations with MPI, OpenMP/OpenACC and Asynchronous Multi-GPU Programming
by: Williams, Jeremy J., et al.
Published: (2024)
by: Williams, Jeremy J., et al.
Published: (2024)
CUTHERMO: Understanding GPU Memory Inefficiencies with Heat Map Profiling
by: Zhao, Yanbo, et al.
Published: (2025)
by: Zhao, Yanbo, et al.
Published: (2025)
On Orchestrating Parallel Broadcasts for Distributed Ledgers
by: Sheng, Peiyao, et al.
Published: (2024)
by: Sheng, Peiyao, et al.
Published: (2024)
Standardized Methods and Recommendations for Green Federated Learning
by: Tapp, Austin, et al.
Published: (2026)
by: Tapp, Austin, et al.
Published: (2026)
SHIRO: Near-Optimal Communication Strategies for Distributed Sparse Matrix Multiplication
by: Zhuang, Chen, et al.
Published: (2025)
by: Zhuang, Chen, et al.
Published: (2025)
Optimal Parallel Scheduling under Concave Speedup Functions
by: Li, Chengzhang, et al.
Published: (2025)
by: Li, Chengzhang, et al.
Published: (2025)
How to Rent GPUs on a Budget
by: Li, Zhouzi, et al.
Published: (2024)
by: Li, Zhouzi, et al.
Published: (2024)
Scaling Large-scale GNN Training to Thousands of Processors on CPU-based Supercomputers
by: Zhuang, Chen, et al.
Published: (2024)
by: Zhuang, Chen, et al.
Published: (2024)
mLR: Scalable Laminography Reconstruction based on Memoization
by: Ma, Bin, et al.
Published: (2025)
by: Ma, Bin, et al.
Published: (2025)
HybridGen: Efficient LLM Generative Inference via CPU-GPU Hybrid Computing
by: Lin, Mao, et al.
Published: (2026)
by: Lin, Mao, et al.
Published: (2026)
Fault-Tolerant Hybrid-Parallel Training at Scale with Reliable and Efficient In-memory Checkpointing
by: Wang, Yuxin, et al.
Published: (2023)
by: Wang, Yuxin, et al.
Published: (2023)
Shifting the Sweet Spot: High-Performance Matrix-Free Method for High-Order Elasticity
by: Chang, Dali, et al.
Published: (2026)
by: Chang, Dali, 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)
Matryoshka: Optimization of Dynamic Diverse Quantum Chemistry Systems via Elastic Parallelism Transformation
by: Wang, Tuowei, et al.
Published: (2024)
by: Wang, Tuowei, et al.
Published: (2024)
LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind
by: Zhang, Li, et al.
Published: (2025)
by: Zhang, Li, et al.
Published: (2025)
Comments on "Federated Learning with Differential Privacy: Algorithms and Performance Analysis"
by: Talaei, Mahtab, et al.
Published: (2024)
by: Talaei, Mahtab, et al.
Published: (2024)
BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
by: Wang, Yuxin, et al.
Published: (2024)
by: Wang, Yuxin, et al.
Published: (2024)
Staging Blocked Evaluation over Structured Sparse Matrices
by: Das, Pratyush, et al.
Published: (2024)
by: Das, Pratyush, et al.
Published: (2024)
Preliminary report: Initial evaluation of StdPar implementations on AMD GPUs for HPC
by: Lin, Wei-Chen, et al.
Published: (2024)
by: Lin, Wei-Chen, et al.
Published: (2024)
Reducing Tail Latencies Through Environment- and Neighbour-aware Thread Management
by: Jeffery, Andrew, et al.
Published: (2024)
by: Jeffery, Andrew, et al.
Published: (2024)
Dissecting the software-based measurement of CPU energy consumption: a comparative analysis
by: Raffin, Guillaume, et al.
Published: (2024)
by: Raffin, Guillaume, et al.
Published: (2024)
Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes
by: Berg, Benjamin, et al.
Published: (2024)
by: Berg, Benjamin, et al.
Published: (2024)
Performance Debugging through Microarchitectural Sensitivity and Causality Analysis
by: Dutilleul, Alban, et al.
Published: (2024)
by: Dutilleul, Alban, et al.
Published: (2024)
Stabl: Blockchain Fault Tolerance
by: Gramoli, Vincent, et al.
Published: (2024)
by: Gramoli, Vincent, et al.
Published: (2024)
EfiMon: A Process Analyser for Granular Power Consumption Prediction
by: León-Vega, Luis G., et al.
Published: (2024)
by: León-Vega, Luis G., et al.
Published: (2024)
Similar Items
-
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning
by: Li, Yunbo, et al.
Published: (2025) -
Efficient GPU-Centered Singular Value Decomposition Using the Divide-and-Conquer Method
by: Liu, Shifang, et al.
Published: (2025) -
Resource Management Schemes for Cloud-Native Platforms with Computing Containers of Docker and Kubernetes
by: Mao, Ying, et al.
Published: (2020) -
Comparison of Vectorization Capabilities of Different Compilers for X86 and ARM CPUs
by: Sakib, Nazmus, et al.
Published: (2025) -
Temporal Load Imbalance on Ondes3D Seismic Simulator for Different Multicore Architectures
by: Solórzano, Ana Luisa Veroneze, et al.
Published: (2024)