Archive

2022  27

December  4

Deep Learning Recommendation Model for Personalization and Recommendation Systems

December 6, 2022 · Yihong Li

Wide & Deep Learning for Recommender Systems

December 4, 2022 · Yihong Li

Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference

December 1, 2022 · Yihong Li

Deep & Cross Network for Ad Click Predictions

December 1, 2022 · Yihong Li

November  12

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

November 28, 2022 · Yihong Li

DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching

November 24, 2022 · Yihong Li

NetChain: Scale-Free Sub-RTT Coordination

November 19, 2022 · Yihong Li

NetCache: Balancing Key-Value Stores with Fast In-Network Caching

November 17, 2022 · Yihong Li

Building Blocks for Network-Accelerated Distributed File Systems

November 13, 2022 · Yihong Li

Scaling Distributed Machine Learning with In-Network Aggregation

November 12, 2022 · Yihong Li

In-network aggregation for shared machine learning clusters

November 12, 2022 · Yihong Li

Video Analytics with Zero-streaming Cameras

November 8, 2022 · Yihong Li

AccMPEG: Optimizing Video Encoding for Accurate Video Analytics

November 8, 2022 · Yihong Li

Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics

November 3, 2022 · Yihong Li

Server-Driven Video Streaming for Deep Learning Inference

November 3, 2022 · Yihong Li

Reinventing Video Streaming for Distributed Vision Analytics

November 2, 2022 · Yihong Li

October  9

LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath

October 31, 2022 · Yihong Li

GNN可解释性和GNN联邦学习调研

October 28, 2022 · Yihong Li

Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update (OSDI 2022)

October 28, 2022 · Yihong Li

Enabling Edge-Cloud Video Analytics for Robotic Applications

October 28, 2022 · Yihong Li

Autopilot: workload autoscaling at Google (EuroSys ’20)

October 26, 2022 · Yihong Li

Software-Defined Network Assimilation: Bridging the Last Mile Towards Centralized Network Configuration Management with NAssim (SIGCOMM 2022)

October 25, 2022 · Yihong Li

Multi-Objective Congestion Control (EuroSys 22)

October 24, 2022 · Yihong Li

A Generic Communication Scheduler for Distributed DNN Training Acceleration （SOSP 19）

October 22, 2022 · Yihong Li

PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications

October 19, 2022 · Yihong Li

June  1

Ray

June 3, 2022 · Yihong Li

March  1

Horovod

March 25, 2022 · Yihong Li

2021  4

November  1

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization (AAAI2021)

November 27, 2021 · Yihong Li

October  2

Network Planning with Deep Reinforcement Learning

October 27, 2021 · Yihong Li

动手实现一个Raft

October 25, 2021 · Yihong Li

September  1

动手实现一个MapReduce

September 23, 2021 · Yihong Li