Jinkun Geng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 34

Top Topics

Matrix Factorization

Machine Learning

Grey Correlation

Data Preprocessing

Top Venues

Comput. Networks

IEEE/ACM Trans. Netw.

Publications

Muhammad Haseeb, Jinkun Geng, Ulysses Butler, Xiyu Hao, Daniel Duclos-Cavalcanti, Anirudh Sivaraman
POSTER: Jasper, A Scalable and Fair Multicast for Financial Exchanges in the Cloud. SIGCOMM (Posters and Demos) (2024)
Runhua Zhang, Hongxu Jiang, Jinkun Geng, Fangzheng Tian, Yuhang Ma, Haojie Wang
A high-performance dataflow-centric optimization framework for deep learning inference on the edge. J. Syst. Archit. 152 (2024)
Muhammad Haseeb, Jinkun Geng, Ulysses Butler, Xiyu Hao, Daniel Duclos-Cavalcanti, Anirudh Sivaraman
Jasper: Scalable and Fair Multicast for Financial Exchanges in the Cloud. CoRR (2024)
Junfeng Li, Dan Li, Huiyou Jiang, Du Lin, Jinkun Geng, Yukai Huang, K. K. Ramakrishnan, Kai Zheng
Light: A Compatible, high-performance and scalable user-level network stack. Comput. Networks 229 (2023)
Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang
Xenos : Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. DASFAA (1) (2023)
Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang
Xenos: Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. CoRR (2023)
Jinkun Geng, Anirudh Sivaraman, Balaji Prabhakar, Mendel Rosenblum
Nezha: Deployable and High-Performance Consensus Using Synchronized Clocks. Proc. VLDB Endow. 16 (4) (2022)
Jinkun Geng, Anirudh Sivaraman, Balaji Prabhakar, Mendel Rosenblum
Nezha: Deployable and High-Performance Consensus Using Synchronized Clocks. CoRR (2022)
Shuai Wang, Jinkun Geng, Dan Li
Impact of Synchronization Topology on DML Performance: Both Logical Topology and Physical Topology. IEEE/ACM Trans. Netw. 30 (2) (2022)
Ahmad Ghalayini, Jinkun Geng, Vighnesh Sachidananda, Vinay Sriram, Yilong Geng, Balaji Prabhakar, Mendel Rosenblum, Anirudh Sivaraman
CloudEx: a fair-access financial exchange in the cloud. HotOS (2021)
Yang Cheng, Dan Li, Zhiyuan Guo, Binyao Jiang, Jinkun Geng, Wei Bai, Jianping Wu, Yongqiang Xiong
Accelerating End-to-End Deep Learning Workflow With Codesign of Data Preprocessing and Scheduling. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Junfeng Li, Dan Li, Wenfei Wu, K. K. Ramakrishnan, Jinkun Geng, Fanzhao Wang, Kai Zheng
Sphinx: A transport protocol for high-speed and lossy mobile networks. Comput. Networks 195 (2021)
Kaihui Gao, Dan Li, Li Chen, Jinkun Geng, Fei Gui, Yang Cheng, Yue Gu
Incorporating Intra-flow Dependencies and Inter-flow Correlations for Traffic Matrix Prediction. IWQoS (2020)
Jinkun Geng, Dan Li, Shuai Wang
Fela: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DML. ICDE (2020)
Shuai Wang, Dan Li, Jinkun Geng
Geryon: Accelerating Distributed CNN Training by Network-Level Flow Scheduling. INFOCOM (2020)
Jinkun Geng, Buqing Cao, Hongfan Ye, Junjie Chen, Mi Peng, Jianxun Liu
Web Service Recommendation based on Knowledge Graph Convolutional Network and Doc2Vec. SERVICES (2020)
Kaihui Gao, Dan Li, Li Chen, Jinkun Geng, Fei Gui, Yang Cheng, Yue Gu
Predicting Traffic Demand Matrix by Considering Inter-flow Correlations. INFOCOM Workshops (2020)
Hongfan Ye, Buqing Cao, Jinkun Geng, Yiping Wen
Web services classification via combining Doc2Vec and LINE model. Int. J. Comput. Sci. Eng. 23 (3) (2020)
Songtao Wang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia, Jianping Wu
A Scalable, High-Performance, and Fault-Tolerant Network Architecture for Distributed Machine Learning. IEEE/ACM Trans. Netw. 28 (4) (2020)
Yang Cheng, Jinkun Geng, Yanshu Wang, Junfeng Li, Dan Li, Jianping Wu
Bridging machine learning and computer network research: a survey. CCF Trans. Netw. 1 (1-4) (2019)
Shuai Wang, Dan Li, Jinkun Geng, Yue Gu, Yang Cheng
Impact of Network Topology on the Performance of DML: Theoretical Analysis and Practical Factors. INFOCOM (2019)
Jinkun Geng, Dan Li, Shuai Wang
Accelerating Distributed Machine Learning by Smart Parameter Server. APNet (2019)
Jinkun Geng, Dan Li, Shuai Wang
ElasticPipe: An Efficient and Dynamic Model-Parallel Solution to DNN Training. ScienceCloud@HPDC (2019)
Junfeng Li, Dan Li, Wenfei Wu, K. K. Ramakrishnan, Jinkun Geng, Fei Gui, Fanzhao Wang, Kai Zheng
Sphinx: A Transport Protocol for High-Speed and Lossy Mobile Networks. IPCCC (2019)
Yang Cheng, Dan Li, Zhiyuan Guo, Binyao Jiang, Jiaxin Lin, Xi Fan, Jinkun Geng, Xinyi Yu, Wei Bai, Lei Qu, Ran Shu, Peng Cheng, Yongqiang Xiong, Jianping Wu
DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines. ICPP (2019)
Jinkun Geng, Dan Li, Shuai Wang
Horizontal or Vertical?: A Hybrid Approach to Large-Scale Distributed Machine Learning. ScienceCloud@HPDC (2019)
Runhua Zhang, Yang Cheng, Jinkun Geng, Shuai Wang, Kaihui Gao, Guowei Shen
HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing. NPC (2019)
Jinkun Geng, Dan Li, Shuai Wang
Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization. ICDE (2019)
Jinkun Geng, Dan Li, Yang Cheng, Shuai Wang, Junfeng Li
HiPS: Hierarchical Parameter Synchronization in Large-Scale Distributed Machine Learning. NetAI@SIGCOMM (2018)
Songtao Wang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shu-Tao Xia, Jianping Wu
BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training. NeurIPS (2018)
Zhetao Li, Fei Gui, Jinkun Geng, Dan Li, Zhibo Wang, Junfeng Li, Yang Cheng, Usama Zafar
Dante: Enabling FOV-Aware Adaptive FEC Coding for 360-Degree Video Streaming. APNet (2018)
Junfeng Li, Dan Li, Yirong Yu, Yukai Huang, Jing Zhu, Jinkun Geng
Towards full virtualization of SDN infrastructure. Comput. Networks 143 (2018)
Yukai Huang, Jinkun Geng, Du Lin, Bin Wang, Junfeng Li, Ruilin Ling, Dan Li
LOS: A High Performance and Compatible User-level Network Operating System. APNet (2017)
Jinkun Geng
CODE: Incorporating Correlation and Dependency for Task Scheduling in Data Center. ISPA/IUCC (2017)
Jinkun Geng, Daren Ye, Ping Luo, Pin Lv
A Novel Clustering Algorithm for Database Anomaly Detection. SecureComm (2015)
Jinkun Geng, Daren Ye, Ping Luo
Predicting Severity of Software Vulnerability Based on Grey System Theory. ICA3PP (Workshops and Symposiums) (2015)