Xiaoyi Lu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 91

Top Venues

Publications

Yuke Li, Arjun Kashyap, Weicong Chen, Yanfei Guo, Xiaoyi Lu
Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures. IPDPS (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Zhaorui Zhang, Jinyang Liu, Xiaoyi Lu, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression. IPDPS (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. ICS (2024)
Md Hasanur Rahman, Sheng Di, Shengjian Guo, Xiaoyi Lu, Guanpeng Li, Franck Cappello
Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications. IPDPS (2024)
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
Compression Analysis for BlueField-2/-3 Data Processing Units: Lossy and Lossless Perspectives. IEEE Micro 44 (2) (2024)
Darren Ng, Andrew Lin, Arjun Kashyap, Guanpeng Li, Xiaoyi Lu
NVMe-oPF: Designing Efficient Priority Schemes for NVMe-over-Fabrics with Multi-Tenancy Support. IPDPS (2024)
Liuyao Dai, Hao Qi, Weicong Chen, Xiaoyi Lu
High-Speed Data Communication With Advanced Networks in Large Language Model Training. IEEE Micro 44 (2) (2024)
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures. HOTI (2023)
Hao Qi, Liuyao Dai, Weicong Chen, Zhen Jia, Xiaoyi Lu
Performance Characterization of Large Language Models on High-Speed Interconnects. HOTI (2023)
Adam Weingram, Yuke Li, Hao Qi, Darren Ng, Liuyao Dai, Xiaoyi Lu
xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning. J. Comput. Sci. Technol. 38 (1) (2023)
Weicong Chen, Hao Qi, Xiaoyi Lu, Curtis Tatsuoka
SBGT: Scaling Bayesian-based Group Testing for Disease Surveillance. IPDPS (2023)
Shashank Gugnani, Scott Guthridge, Frank Schmuck, Owen Anderson, Deepavali Bhagwat, Xiaoyi Lu
Arcadia: A Fast and Reliable Persistent Memory Replicated Log. CoRR (2022)
Yang Wang, Miao Yu, Yujie Hui, Fang Zhou, Yuyang Huang, Rui Zhu, Xueyuan Ren, Tianxi Li, Xiaoyi Lu
A Study of Database Performance Sensitivity to Experiment Settings. Proc. VLDB Endow. 15 (7) (2022)
Arjun Kashyap, Xiaoyi Lu
NVMe-oAF: Towards Adaptive NVMe-oF for IO-Intensive Workloads on HPC Cloud. HPDC (2022)
Weicong Chen, Curtis Tatsuoka, Xiaoyi Lu
HiBGT: High-Performance Bayesian Group Testing for COVID-19. HIPC (2022)
Darren Ng, Colin Schmierer, Andrew Lin, Zeyu Liu, Falin Yu, Shawn D. Newsam, Reza Ehsani, Xiaoyi Lu
Benchmarking Object Detection Models with Mummy Nuts Datasets. Bench (2022)
Xiaoyi Lu, Arjun Kashyap
Towards Offloadable and Migratable Microservices on Disaggregated Architectures: Vision, Challenges, and Research Roadmap. CoRR (2021)
Yang Wang, Xiaoyi Lu, Wenjun Zhou
Global Adaptive Optimization Parameters For Robust Pupil Location. CIS (2021)
Shashank Gugnani, Xiaoyi Lu
DStore: A Fast, Tailless, and Quiescent-Free Object Store for PMEM. HPDC (2021)
Shashank Gugnani, Tianxi Li, Xiaoyi Lu
NVMe-CR: A Scalable Ephemeral Storage Runtime for Checkpoint/Restart with NVMe-over-Fabrics. IPDPS (2021)
Tianxi Li, Haiyang Shi, Xiaoyi Lu
HatRPC: hint-accelerated thrift RPC over RDMA. SC (2021)
Xiaoyi Lu, Carlos Pantano
On mass conservation and solvability of the discretized variable-density zero-Mach Navier-Stokes equations. J. Comput. Phys. 404 (2020)
Xiaoyi Lu, Jianfeng Zhan
Workshop 7: HPBDC High-Performance Big Data and Cloud Computing. IPDPS Workshops (2020)
Shashank Gugnani, Arjun Kashyap, Xiaoyi Lu
Understanding the Idiosyncrasies of Real Persistent Memory. Proc. VLDB Endow. 14 (4) (2020)
Arjun Kashyap, Shashank Gugnani, Xiaoyi Lu
Impact of Commodity Networks on Storage Disaggregation with NVMe-oF. Bench (2020)
Zheng-Hao Jin, Haiyang Shi, Ying-Xin Hu, Li Zha, Xiaoyi Lu
CirroData: Yet Another SQL-on-Hadoop Data Analytics Engine with High Performance. J. Comput. Sci. Technol. 35 (1) (2020)
Tianxi Li, Dipti Shankar, Shashank Gugnani, Xiaoyi Lu
RDMP-KV: designing remote direct memory persistence based key-value stores with PMEM. SC (2020)
Haiyang Shi, Xiaoyi Lu
INEC: fast and coherent in-network erasure coding. SC (2020)
Yujie Hui, Jeffrey Lien, Xiaoyi Lu
Early Experience in Benchmarking Edge AI Processors with Object Detection Workloads. Bench (2019)
Ching-Hsiang Chu, Xiaoyi Lu, Ammar Ahmad Awan, Hari Subramoni, Bracy Elton, Dhabaleswar K. Panda
Exploiting Hardware Multicast and GPUDirect RDMA for Efficient Broadcast. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC 2019. IPDPS Workshops (2019)
Haiyang Shi, Xiaoyi Lu
TriEC: tripartite graph based erasure coding NIC offload. SC (2019)
Jie Zhang, Xiaoyi Lu, Ching-Hsiang Chu, Dhabaleswar K. Panda
C-GDR: High-Performance Container-Aware GPUDirect MPI Communication Schemes on RDMA Networks. IPDPS (2019)
Haiyang Shi, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
UMR-EC: A Unified and Multi-Rail Erasure Coding Library for High-Performance Distributed Storage Systems. HPDC (2019)
M. Haseeb Javed, Khaled Z. Ibrahim, Xiaoyi Lu
Performance analysis of deep learning workloads using roofline trajectories. CCF Trans. High Perform. Comput. 1 (3-4) (2019)
Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. Panda
SCOR-KV: SIMD-Aware Client-Centric and Optimistic RDMA-Based Key-Value Store for Emerging CPU Architectures. HiPC (2019)
Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. D. K. Panda
SimdHT-Bench: Characterizing SIMD-Aware Hash Table Designs on Emerging CPU Architectures. IISWC (2019)
Ammar Ahmad Awan, Ching-Hsiang Chu, Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda
OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training. HiPC (2018)
Rajarshi Biswas, Xiaoyi Lu, Dhabaleswar K. Panda
Designing a Micro-Benchmark Suite to Evaluate gRPC for TensorFlow: Early Experiences. CoRR (2018)
Rajarshi Biswas, Xiaoyi Lu, Dhabaleswar K. Panda
Accelerating TensorFlow with Adaptive RDMA-Based gRPC. HiPC (2018)
Dhabaleswar K. Panda, Xiaoyi Lu, Hari Subramoni
Networking and communication challenges for post-exascale systems. Frontiers Inf. Technol. Electron. Eng. 19 (10) (2018)
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
HPC AI500: A Benchmark Suite for HPC AI Systems. Bench (2018)
M. Haseeb Javed, Xiaoyi Lu, Dhabaleswar K. Panda
Cutting the Tail: Designing High Performance Message Brokers to Reduce Tail Latencies in Stream Processing. CLUSTER (2018)
Qin Zhang, Li Zha, Jian Lin, Dandan Tu, Mingzhe Li, Fan Liang, Ren Wu, Xiaoyi Lu
A Survey on Deep Learning Benchmarks: Do We Still Need New Ones? Bench (2018)
Xiaoyi Lu, Dipti Shankar, Haiyang Shi, Dhabaleswar K. Panda
. IEEE BigData (2018)
Shashank Gugnani, Xiaoyi Lu, Dhabaleswar K. Panda
Analyzing, Modeling, and Provisioning QoS for NVMe SSDs. UCC (2018)
Haiyang Shi, Xiaoyi Lu, Dhabaleswar K. Panda
EC-Bench: Benchmarking Onload and Offload Erasure Coders on Modern Hardware Architectures. Bench (2018)
Haiyang Shi, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
High-Performance Multi-Rail Erasure Coding Library over Modern Data Center Architectures: Early Experiences. SoCC (2018)
Mingzhe Li, Xiaoyi Lu, Hari Subramoni, Dhabaleswar K. Panda
Multi-Threading and Lock-Free MPI RMA Based Graph Processing on KNL and POWER Architectures. EuroMPI (2018)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC 2018. IPDPS Workshops (2018)
Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
MR-Advisor: A comprehensive tuning, profiling, and prediction tool for MapReduce execution frameworks on HPC clusters. J. Parallel Distributed Comput. 120 (2018)
Xiaoyi Lu, Haiyang Shi, Rajarshi Biswas, M. Haseeb Javed, Dhabaleswar K. Panda
DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. Panda
High-Performance and Resilient Key-Value Store with Online Erasure Coding for Big Data Workloads. ICDCS (2017)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC Workshop. IPDPS Workshops (2017)
Dhabaleswar K. Panda, Xiaoyi Lu
HPC Meets Cloud: Building Efficient Clouds for HPC, Big Data, and Deep Learning Middleware and Applications. UCC (2017)
M. Haseeb Javed, Xiaoyi Lu, Dhabaleswar K. Panda
Characterization of Big Data Stream Processing Pipeline: A Case Study using Flink and Kafka. BDCAT (2017)
Jie Zhang, Xiaoyi Lu, Dhabaleswar K. Panda
Is Singularity-based Container Technology Ready for Running MPI Applications on HPC Clouds? UCC (2017)
Jie Zhang, Xiaoyi Lu, Dhabaleswar K. Panda
Designing Locality and NUMA Aware MPI Runtime for Nested Virtualization based HPC Cloud with SR-IOV Enabled InfiniBand. VEE (2017)
Shashank Gugnani, Xiaoyi Lu, Franco Pestilli, Cesar F. Caiafa, Dhabaleswar K. Panda
MPI-LiFE: Designing High-Performance Linear Fascicle Evaluation of Brain Connectome with MPI. HiPC (2017)
Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda
A Scalable Network-Based Performance Analysis Tool for MPI on Large-Scale HPC Systems. CLUSTER (2017)
Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
Scalable and Distributed Key-Value Store-based Data Management Using RDMA-Memcached. IEEE Data Eng. Bull. 40 (1) (2017)
Xiaoyi Lu, Haiyang Shi, Dipti Shankar, Dhabaleswar K. Panda
Performance characterization and acceleration of big data workloads on OpenPOWER system. IEEE BigData (2017)
Xiaoyi Lu, Haiyang Shi, M. Haseeb Javed, Rajarshi Biswas, Dhabaleswar K. Panda
Characterizing Deep Learning over Big Data (DLoBD) Stacks on RDMA-Capable Networks. Hot Interconnects (2017)
Mingzhe Li, Xiaoyi Lu, Hari Subramoni, Dhabaleswar K. Panda
Designing Registration Caching Free High-Performance MPI Library with Implicit On-Demand Paging (ODP) of InfiniBand. HiPC (2017)
Jie Zhang, Xiaoyi Lu, Dhabaleswar K. Panda
High-Performance Virtual Machine Migration Framework for MPI Applications on SR-IOV Enabled InfiniBand Clusters. IPDPS (2017)
Shashank Gugnani, Xiaoyi Lu, Houliang Qi, Li Zha, Dhabaleswar K. Panda
Characterizing and accelerating indexing techniques on distributed ordered tables. IEEE BigData (2017)
Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda
A Comprehensive Study of MapReduce Over Lustre for Intermediate Data Placement and Shuffle Strategies on HPC Clusters. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Weizhi Zhong, Lei Xu, Xiaoyi Lu, Lei Wang
Research on Millimeter Wave Communication Interference Suppression of UAV Based on Beam Optimization. MLICOM (2) (2017)
Mohammadreza Bayatpour, Sourav Chakraborty, Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda
Scalable reduction collectives with data partitioning-based multi-leader design. SC (2017)
Ching-Hsiang Chu, Xiaoyi Lu, Ammar Ahmad Awan, Hari Subramoni, Jahanzeb Maqbool Hashmi, Bracy Elton, Dhabaleswar K. Panda
Efficient and Scalable Multi-Source Streaming Broadcast on GPU Clusters for Deep Learning. ICPP (2017)
Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda
NVMD: Non-volatile memory assisted design for accelerating MapReduce and DAG execution frameworks on HPC systems. IEEE BigData (2017)
Shashank Gugnani, Xiaoyi Lu, Dhabaleswar K. Panda
Swift-X: Accelerating OpenStack Swift with RDMA for Building an Efficient HPC Cloud. CCGrid (2017)
Mahidhar Tatineni, Xiaoyi Lu, Dong Ju Choi, Amitava Majumdar, Dhabaleswar K. Panda
Experiences and Benefits of Running RDMA Hadoop and Spark on SDSC Comet. XSEDE (2016)
Dhabaleswar K. Panda, Jianfeng Zhan, Xiaoyi Lu
HPBDC Introduction and Committees. IPDPS Workshops (2016)
Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda
Can Non-volatile Memory Benefit MapReduce Applications on HPC Clusters? PDSW-DISCS@SC (2016)
Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda
Characterizing and benchmarking stand-alone Hadoop MapReduce on modern HPC clusters. J. Supercomput. 72 (12) (2016)
Mingzhe Li, Khaled Hamidouche, Xiaoyi Lu, Hari Subramoni, Jie Zhang, Dhabaleswar K. Panda
Designing MPI library with on-demand paging (ODP) of infiniband: challenges and benefits. SC (2016)
Shashank Gugnani, Xiaoyi Lu, Dhabaleswar K. Panda
Performance characterization of hadoop workloads on SR-IOV-enabled virtualized InfiniBand clusters. BDCAT (2016)
Xiaoyi Lu, Dipti Shankar, Shashank Gugnani, Dhabaleswar K. Panda
High-performance design of apache spark with RDMA and its benefits on various workloads. IEEE BigData (2016)
Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. Panda
Boldio: A hybrid and resilient burst-buffer over lustre for accelerating big data I/O. IEEE BigData (2016)
Jie Zhang, Xiaoyi Lu, Sourav Chakraborty, Dhabaleswar K. Panda
Slurm-V: Extending Slurm for Building Efficient HPC Cloud with SR-IOV and IVShmem. Euro-Par (2016)
Dipti Shankar, Xiaoyi Lu, Nusrat S. Islam, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda
High-Performance Hybrid Key-Value Store on Modern Clusters with RDMA Interconnects and SSDs: Non-blocking Extensions, Designs, and Benefits. IPDPS (2016)
Mingzhe Li, Xiaoyi Lu, Khaled Hamidouche, Jie Zhang, Dhabaleswar K. Panda
Mizan-RMA: Accelerating Mizan Graph Processing Framework with MPI RMA. HiPC (2016)
Jie Zhang, Xiaoyi Lu, Dhabaleswar K. Panda
High Performance MPI Library for Container-Based HPC Cloud on InfiniBand Clusters. ICPP (2016)
Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dhabaleswar K. Panda
High Performance Design for HDFS with Byte-Addressability of NVM and RDMA. ICS (2016)
Jie Zhang, Xiaoyi Lu, Dhabaleswar K. Panda
Performance Characterization of Hypervisor-and Container-Based Virtualization for HPC on SR-IOV Enabled InfiniBand Clusters. IPDPS Workshops (2016)
Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dhabaleswar K. Panda
Efficient data access strategies for Hadoop and Spark on HPC cluster with heterogeneous storage. IEEE BigData (2016)
Xiaoyi Lu, Dipti Shankar, Shashank Gugnani, Hari Subramoni, Dhabaleswar K. Panda
Impact of HPC Cloud Networking Technologies on Accelerating Hadoop RPC and HBase. CloudCom (2016)
Shashank Gugnani, Xiaoyi Lu, Dhabaleswar K. Panda
Designing Virtualization-Aware and Automatic Topology Detection Schemes for Accelerating Hadoop on SR-IOV-Enabled Clouds. CloudCom (2016)
Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
MR-Advisor: A Comprehensive Tuning Tool for Advising HPC Users to Accelerate MapReduce Applications on Supercomputers. SBAC-PAD (2016)
Hari Subramoni, Albert Mathews Augustine, Mark Daniel Arnold, Jonathan L. Perkins, Xiaoyi Lu, Khaled Hamidouche, Dhabaleswar K. Panda
INAM2: InfiniBand Network Analysis and Monitoring with MPI. ISC (2016)
Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda
Performance characterization and acceleration of in-memory file systems for Hadoop and Spark applications on HPC clusters. IEEE BigData (2015)
Nusrat Sharmin Islam, Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda
Accelerating I/O Performance of Big Data Analytics on HPC Clusters through RDMA-Based Key-Value Store. ICPP (2015)
Jian Lin, Khaled Hamidouche, Jie Zhang, Xiaoyi Lu, Abhinav Vishnu, Dhabaleswar K. Panda
Accelerating k-NN Algorithm with Hybrid MPI and OpenSHMEM. OpenSHMEM (2015)
Dipti Shankar, Xiaoyi Lu, Jithin Jose, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda
Can RDMA benefit online data processing workloads on memcached and MySQL? ISPASS (2015)
Jian Lin, Fan Liang, Xiaoyi Lu, Li Zha, Zhiwei Xu
Modeling and Designing Fault-Tolerance Mechanisms for MPI-Based MapReduce Data Computing Framework. BigDataService (2015)
Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dipti Shankar, Dhabaleswar K. Panda
Triple-H: A Hybrid Approach to Accelerate HDFS on HPC Clusters with Heterogeneous Storage Architecture. CCGRID (2015)
Mingzhe Li, Khaled Hamidouche, Xiaoyi Lu, Jian Lin, Dhabaleswar K. Panda
High-Performance and Scalable Design of MPI-3 RMA on Xeon Phi Clusters. Euro-Par (2015)
Jian Lin, Khaled Hamidouche, Xiaoyi Lu, Mingzhe Li, Dhabaleswar K. Panda
High-Performance Coarray Fortran Support with MVAPICH2-X: Initial Experience and Evaluation. IPDPS Workshops (2015)
Mingzhe Li, Hari Subramoni, Khaled Hamidouche, Xiaoyi Lu, Dhabaleswar K. Panda
High Performance MPI Datatype Support with User-Mode Memory Registration: Challenges, Designs, and Benefits. CLUSTER (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoyi Lu