Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers
Fuente:
arXiv
Saved in:
| Main Authors: | Yi, Yuhao, You, Ronghui, Liu, Hong, Liu, Changxin, Wang, Yuan, Lv, Jiancheng |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering
by: Liu, Changxin, et al.
Published: (2024)
by: Liu, Changxin, et al.
Published: (2024)
Visualizing Distributed Traces in Aggregate
by: Samanta, Adrita, et al.
Published: (2024)
by: Samanta, Adrita, et al.
Published: (2024)
Near-Optimal Stability for Distributed Transaction Processing in Blockchain Sharding
by: Adhikari, Ramesh, et al.
Published: (2025)
by: Adhikari, Ramesh, et al.
Published: (2025)
Amortized Asynchronous Byzantine Reliable Broadcast with Optimal Resilience
by: Hu, Michael Yiqing, et al.
Published: (2026)
by: Hu, Michael Yiqing, et al.
Published: (2026)
Near-Optimal Distributed Ruling Sets for Trees and High-Girth Graphs
by: Baumecker, Malte, et al.
Published: (2025)
by: Baumecker, Malte, et al.
Published: (2025)
Resilience through Automated Adaptive Configuration for Distribution and Replication
by: Stoller, Scott D., et al.
Published: (2025)
by: Stoller, Scott D., et al.
Published: (2025)
Training DNN Models over Heterogeneous Clusters with Optimal Performance
by: Nie, Chengyi, et al.
Published: (2024)
by: Nie, Chengyi, et al.
Published: (2024)
On Resilient and Efficient Linear Secure Aggregation in Hierarchical Federated Learning
by: Weng, Shudi, et al.
Published: (2026)
by: Weng, Shudi, et al.
Published: (2026)
Near-Optimal Resilient Labeling Schemes
by: Censor-Hillel, Keren, et al.
Published: (2024)
by: Censor-Hillel, Keren, et al.
Published: (2024)
Minions: Accelerating Large Language Model Inference with Aggregated Speculative Execution
by: Wang, Siqi, et al.
Published: (2024)
by: Wang, Siqi, et al.
Published: (2024)
FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud
by: Lin, Yuhao, et al.
Published: (2026)
by: Lin, Yuhao, et al.
Published: (2026)
Toward Optimal-Complexity Hash-Based Asynchronous MVBA with Optimal Resilience
by: Komatovic, Jovan, et al.
Published: (2024)
by: Komatovic, Jovan, et al.
Published: (2024)
Fantasy: Efficient Large-scale Vector Search on GPU Clusters with GPUDirect Async
by: Liu, Yi, et al.
Published: (2025)
by: Liu, Yi, et al.
Published: (2025)
FEPLB: Exploiting Copy Engines for Nearly Free MoE Load Balancing in Distributed Training
by: Qi, Shuyao, et al.
Published: (2026)
by: Qi, Shuyao, 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)
General Convex Agreement with Near-Optimal Communication
by: Dufay, Marc, et al.
Published: (2026)
by: Dufay, Marc, et al.
Published: (2026)
Distributed Speculative Execution for Resilient Cloud Applications
by: Li, Tianyu, et al.
Published: (2024)
by: Li, Tianyu, et al.
Published: (2024)
Round and Resilience-Optimal Approximate Agreement on Trees and Block Graphs
by: Fuchs, Marc, et al.
Published: (2025)
by: Fuchs, Marc, et al.
Published: (2025)
Efficient Data Labeling and Optimal Device Scheduling in HWNs Using Clustered Federated Semi-Supervised Learning
by: Hamood, Moqbel, et al.
Published: (2024)
by: Hamood, Moqbel, et al.
Published: (2024)
dSTAR: Straggler Tolerant and Byzantine Resilient Distributed SGD
by: Yan, Jiahe, et al.
Published: (2024)
by: Yan, Jiahe, et al.
Published: (2024)
Near-Optimal Deterministic Network Decomposition and Ruling Set, and Improved MIS
by: Ghaffari, Mohsen, et al.
Published: (2024)
by: Ghaffari, Mohsen, et al.
Published: (2024)
MPCPA: Multi-Center Privacy Computing with Predictions Aggregation based on Denoising Diffusion Probabilistic Model
by: Luo, Guibo, et al.
Published: (2024)
by: Luo, Guibo, et al.
Published: (2024)
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters
by: Mo, Zizhao, et al.
Published: (2024)
by: Mo, Zizhao, et al.
Published: (2024)
StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
by: Liu, Ziming, et al.
Published: (2024)
by: Liu, Ziming, et al.
Published: (2024)
Characterization-Guided GPU Fault Resilience in NVIDIA MPS
by: Liu, Rixin, et al.
Published: (2026)
by: Liu, Rixin, et al.
Published: (2026)
PipeBoost: Resilient Pipelined Architecture for Fast Serverless LLM Scaling
by: Liu, Chongpeng, et al.
Published: (2025)
by: Liu, Chongpeng, et al.
Published: (2025)
Fully-Distributed Construction of Byzantine-Resilient Dynamic Peer-to-Peer Networks
by: Gupta, Aayush, et al.
Published: (2025)
by: Gupta, Aayush, et al.
Published: (2025)
COoL-TEE: Client-TEE Collaboration for Resilient Distributed Search
by: Bettinger, Matthieu, et al.
Published: (2025)
by: Bettinger, Matthieu, et al.
Published: (2025)
$k$-Center Clustering in Distributed Models
by: Biabani, Leyla, et al.
Published: (2024)
by: Biabani, Leyla, et al.
Published: (2024)
The Singular Optimality of Distributed Computation in LOCAL
by: Dufoulon, Fabien, et al.
Published: (2024)
by: Dufoulon, Fabien, et al.
Published: (2024)
CB-SpMV:A Data Aggregating and Balance Algorithm for Cache-Friendly Block-Based SpMV on GPUs
by: Cong, Xing, et al.
Published: (2026)
by: Cong, Xing, et al.
Published: (2026)
Areon: Latency-Friendly and Resilient Multi-Proposer Consensus
by: Castro-Castilla, Álvaro, et al.
Published: (2025)
by: Castro-Castilla, Álvaro, et al.
Published: (2025)
Near-Optimal Communication Byzantine Reliable Broadcast under a Message Adversary
by: Albouy, Timothé, et al.
Published: (2023)
by: Albouy, Timothé, et al.
Published: (2023)
Resilient Packet Forwarding: A Reinforcement Learning Approach to Routing in Gaussian Interconnected Networks with Clustered Faults
by: Charrwi, Mohammad Walid, et al.
Published: (2025)
by: Charrwi, Mohammad Walid, et al.
Published: (2025)
Optimizing Memory Allocation in Distributed Clusters with Predictive Modeling
by: Bader, Jonathan, et al.
Published: (2026)
by: Bader, Jonathan, et al.
Published: (2026)
Solutions for Distributed Memory Access Mechanism on HPC Clusters
by: Meizner, Jan, et al.
Published: (2025)
by: Meizner, Jan, et al.
Published: (2025)
Efficient Multi-Worker Selection based Distributed Swarm Learning via Analog Aggregation
by: Yao, Zhuoyu, et al.
Published: (2025)
by: Yao, Zhuoyu, et al.
Published: (2025)
Workload Distribution with Rateless Encoding: A Low-Latency Computation Offloading Method within Edge Networks
by: Guo, Zhongfu, et al.
Published: (2023)
by: Guo, Zhongfu, et al.
Published: (2023)
CXL Shared Memory Programming: Barely Distributed and Almost Persistent
by: Xu, Yi, et al.
Published: (2024)
by: Xu, Yi, et al.
Published: (2024)
SpotKube: Cost-Optimal Microservices Deployment with Cluster Autoscaling and Spot Pricing
by: Edirisinghe, Dasith, et al.
Published: (2024)
by: Edirisinghe, Dasith, et al.
Published: (2024)
Similar Items
-
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering
by: Liu, Changxin, et al.
Published: (2024) -
Visualizing Distributed Traces in Aggregate
by: Samanta, Adrita, et al.
Published: (2024) -
Near-Optimal Stability for Distributed Transaction Processing in Blockchain Sharding
by: Adhikari, Ramesh, et al.
Published: (2025) -
Amortized Asynchronous Byzantine Reliable Broadcast with Optimal Resilience
by: Hu, Michael Yiqing, et al.
Published: (2026) -
Near-Optimal Distributed Ruling Sets for Trees and High-Girth Graphs
by: Baumecker, Malte, et al.
Published: (2025)