A Survey for Federated Learning Evaluations: Goals and Measures

Article

High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning

Article

Load Balancing With Multi-Level Signals for Lossless Datacenter Networks

Article

Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation

Article

Accelerating Privacy-Preserving Machine Learning With GeniBatch

Conference paper

Fast, Scalable, and Accurate Rate Limiter for RDMA NICs

Conference paper

Efficient DRL-Based Congestion Control With Ultra-Low Overhead

Article

Enabling ECN for Datacenter Networks with RTT Variations

Article

LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath

Article

Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion

Conference paper

Enabling Load Balancing for Lossless Datacenters

Conference paper

FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning

Conference paper

Practical and Secure Federated Recommendation with Personalized Mask

Conference paper

Secure Forward Aggregation for Vertical Federated Neural Networks

Conference paper

Liteflow: Towards High-Performance Adaptive Neural Networks for Kernel Datapath

Conference paper

Multi-Objective Congestion Control

Conference paper

Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data

Conference paper

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud

Conference paper

Spine: An Efficient DRL-based Congestion Control with Ultra-low Overhead

Conference paper

Towards the Full Extensibility of Multipath TCP with eMPTCP

Conference paper

Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning

Conference paper

Enabling Low Latency Edge Intelligence Based on Multi-Exit DNNs in the Wild

Conference paper

Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information

Article

数据中心网络传输协议综述

Article

RAT-Resilient Allreduce Tree for Distributed Machine Learning

Conference paper

Bridging the edge-cloud barrier for real-time advanced vision analytics

Conference paper

Enabling ECN for Datacenter Networks with RTT Variations

Conference paper

Quantifying the Performance of Federated Transfer Learning

Conference paper

Rethinking transport layer design for distributed machine learning

Conference paper

Resilient Datacenter Load Balancing in the Wild

Conference paper