An Experimental Analysis for Memory Usage of GOS Core. - Xiaoyi Lu 001; Qiang Yue 001; Yongqiang Zou; Xiaoning Wang (PDCAT, 2008)

ICOMC: Invocation Complexity Of Multi-Language Clients for Classified Web Services and its Impact on Large Scale SOA Applications. - Xiaoyi Lu 001; Yongqiang Zou; Fei Xiong; Jian Lin 006; Li Zha (PDCAT, 2009)

A Model of Message-Based Debugging Facilities for Web or Grid Services. - Qiang Yue 001; Xiaoyi Lu 001; Zhiguang Shan; Zhiwei Xu 002; Haiyan Yu 002; Li Zha (SERVICES I, 2009)

VegaWarden: A Uniform User Management System for Cloud Applications. - Jian Lin 006; Xiaoyi Lu 001; Lin Yu; Yongqiang Zou; Li Zha (NAS, 2010)

JAMILA: A Usable Batch Job Management System to Coordinate Heterogeneous Clusters and Diverse Applications over Grid or Cloud Infrastructure. - Juan Peng; Xiaoyi Lu 001; Boqun Cheng; Li Zha (NPC, 2010)

Investigating, Modeling, and Ranking Interface Complexity of Web Services on the World Wide Web. - Xiaoyi Lu 001; Jian Lin 006; Yongqiang Zou; Juan Peng; Xingwu Liu; Li Zha (SERVICES, 2010)

Can MPI Benefit Hadoop and MapReduce Applications? - Xiaoyi Lu 001; Bing Wang; Li Zha; Zhiwei Xu 002 (ICPP Workshops, 2011)

Vega LingCloud: A Resource Single Leasing Point System to Support Heterogeneous Application Modes on Shared Infrastructure. - Xiaoyi Lu 001; Jian Lin 006; Li Zha; Zhiwei Xu 002 (ISPA, 2011)

A Micro-benchmark Suite for Evaluating HDFS Operations on Modern Clusters. - Nusrat Sharmin Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Jithin Jose; Dhabaleswar K. Panda 001 (WBDB, 2012)

SR-IOV Support for Virtualization on InfiniBand Clusters: Early Experience. - Jithin Jose; Mingzhe Li; Xiaoyi Lu 001; Krishna Chaitanya Kandalla; Mark Daniel Arnold; Dhabaleswar K. Panda 001 (CCGRID, 2013)

Does RDMA-based enhanced Hadoop MapReduce need a new performance model? - Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Nusrat S. Islam; Dhabaleswar K. Panda 001 (SoCC, 2013)

A scalable and portable approach to accelerate hybrid HPL on heterogeneous CPU-GPU clusters. - Rong Shi; Sreeram Potluri; Khaled Hamidouche; Xiaoyi Lu 001; Karen Tomko; Dhabaleswar K. Panda 001 (CLUSTER, 2013)

Tutorials. - Dhabaleswar K. Panda 001; Xiaoyi Lu 001 (Hot Interconnects, 2013)

Can Parallel Replication Benefit Hadoop Distributed File System for High Performance Interconnects? - Nusrat S. Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Dhabaleswar K. Panda 001 (Hot Interconnects, 2013)

High-Performance Design of Hadoop RPC with RDMA over InfiniBand. - Xiaoyi Lu 001; Nusrat S. Islam; Md. Wasi-ur-Rahman; Jithin Jose; Hari Subramoni; Hao Wang 002; Dhabaleswar K. Panda 001 (ICPP, 2013)

High-Performance RDMA-based Design of Hadoop MapReduce over InfiniBand. - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Jithin Jose; Hari Subramoni; Hao Wang 002; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2013)

A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks. - Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Dhabaleswar K. Panda 001 (WBDB, 2013)

In-memory I/O and replication for HDFS with Memcached: Early experiences. - Nusrat Sharmin Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Raghunath Rajachandrasekar; Dhabaleswar K. Panda 001 (IEEE BigData, 2014)

High performance OpenSHMEM for Xeon Phi clusters: Extensions, runtime designs and application co-design. - Jithin Jose; Khaled Hamidouche; Xiaoyi Lu 001; Sreeram Potluri; Jie Zhang 045; Karen Tomko; Dhabaleswar K. Panda 001 (CLUSTER, 2014)

Scalable Graph500 design with MPI-3 RMA. - Mingzhe Li; Xiaoyi Lu 001; Sreeram Potluri; Khaled Hamidouche; Jithin Jose; Karen Tomko; Dhabaleswar K. Panda 001 (CLUSTER, 2014)

MapReduce over Lustre: Can RDMA-Based Approach Benefit? - Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Nusrat Sharmin Islam; Raghunath Rajachandrasekar; Dhabaleswar K. Panda 001 (Euro-Par, 2014)

Can Inter-VM Shmem Benefit MPI Applications on SR-IOV Based Virtualized Infiniband Clusters? - Jie Zhang 045; Xiaoyi Lu 001; Jithin Jose; Rong Shi; Dhabaleswar K. Panda 001 (Euro-Par, 2014)

High performance MPI library over SR-IOV enabled infiniband clusters. - Jie Zhang 045; Xiaoyi Lu 001; Jithin Jose; Mingzhe Li; Rong Shi; Dhabaleswar K. Panda 001 (HiPC, 2014)

Accelerating Spark with RDMA for Big Data Processing: Early Experiences. - Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Nusrat S. Islam; Dipti Shankar; Dhabaleswar K. Panda 001 (Hot Interconnects, 2014)

SOR-HDFS: a SEDA-based approach to maximize overlapping in RDMA-enhanced HDFS. - Nusrat S. Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Dhabaleswar K. Panda 001 (HPDC, 2014)

HAND: A Hybrid Approach to Accelerate Non-contiguous Data Movement Using MPI Datatypes on GPU Clusters. - Rong Shi; Xiaoyi Lu 001; Sreeram Potluri; Khaled Hamidouche; Jie Zhang 045; Dhabaleswar K. Panda 001 (ICPP, 2014)

Performance Modeling for RDMA-Enhanced Hadoop MapReduce. - Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Nusrat Sharmin Islam; Dhabaleswar K. Panda 001 (ICPP, 2014)

HOMR: a hybrid approach to exploit maximum overlapping in MapReduce over high performance interconnects. - Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Nusrat Sharmin Islam; Dhabaleswar K. Panda 001 (ICS, 2014)

DataMPI: Extending MPI to Hadoop-Like Big Data Computing. - Xiaoyi Lu 001; Fan Liang; Bing Wang; Li Zha; Zhiwei Xu 002 (IPDPS, 2014)

Performance Characterization of Hadoop and Data MPI Based on Amdahl's Second Law. - Fan Liang; Chen Feng; Xiaoyi Lu 001; Zhiwei Xu 002 (NAS, 2014)

Designing Scalable Out-of-core Sorting with Hybrid MPI+PGAS Programming Models. - Jithin Jose; Sreeram Potluri; Hari Subramoni; Xiaoyi Lu 001; Khaled Hamidouche; Karl W. Schulz; Hari Sundar; Dhabaleswar K. Panda 001 (PGAS, 2014)

Scalable MiniMD Design with Hybrid MPI and OpenSHMEM. - Mingzhe Li; Jian Lin 006; Xiaoyi Lu 001; Khaled Hamidouche; Karen Tomko; Dhabaleswar K. Panda 001 (PGAS, 2014)

Initial study of multi-endpoint runtime for MPI+OpenMP hybrid programming model on multi-core systems. - Miao Luo; Xiaoyi Lu 001; Khaled Hamidouche; Krishna Chaitanya Kandalla; Dhabaleswar K. Panda 001 (PPoPP, 2014)

On Big Data Benchmarking. - Rui Han 001; Xiaoyi Lu 001; Jiangtao Xu (BPOE@ASPLOS/VLDB, 2014)

Performance Benefits of DataMPI: A Case Study with BigDataBench. - Fan Liang; Chen Feng; Xiaoyi Lu 001; Zhiwei Xu 002 (BPOE@ASPLOS/VLDB, 2014)

A Micro-benchmark Suite for Evaluating Hadoop MapReduce on High-Performance Networks. - Dipti Shankar; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Nusrat S. Islam; Dhabaleswar K. Panda 001 (BPOE@ASPLOS/VLDB, 2014)

On Big Data Benchmarking. - Rui Han 001; Xiaoyi Lu 001 (CoRR, 2014)

Performance characterization and acceleration of in-memory file systems for Hadoop and Spark applications on HPC clusters. - Nusrat Sharmin Islam; Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (IEEE BigData, 2015)

Benchmarking key-value stores on high-performance storage and interconnects for web-scale workloads. - Dipti Shankar; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Nusrat S. Islam; Dhabaleswar K. Panda 001 (IEEE BigData, 2015)

Modeling and Designing Fault-Tolerance Mechanisms for MPI-Based MapReduce Data Computing Framework. - Jian Lin 006; Fan Liang; Xiaoyi Lu 001; Li Zha; Zhiwei Xu 002 (BigDataService, 2015)

A Plugin-Based Approach to Exploit RDMA Benefits for Apache and Enterprise HDFS. - Adithya Bhat; Nusrat Sharmin Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Dipti Shankar; Dhabaleswar K. Panda 001 (BPOE, 2015)

Triple-H: A Hybrid Approach to Accelerate HDFS on HPC Clusters with Heterogeneous Storage Architecture. - Nusrat Sharmin Islam; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Dipti Shankar; Dhabaleswar K. Panda 001 (CCGRID, 2015)

MVAPICH2 over OpenStack with SR-IOV: An Efficient Approach to Build HPC Clouds. - Jie Zhang 045; Xiaoyi Lu 001; Mark Daniel Arnold; Dhabaleswar K. Panda 001 (CCGRID, 2015)

High Performance MPI Datatype Support with User-Mode Memory Registration: Challenges, Designs, and Benefits. - Mingzhe Li; Hari Subramoni; Khaled Hamidouche; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CLUSTER, 2015)

High-Performance and Scalable Design of MPI-3 RMA on Xeon Phi Clusters. - Mingzhe Li; Khaled Hamidouche; Xiaoyi Lu 001; Jian Lin 006; Dhabaleswar K. Panda 001 (Euro-Par, 2015)

High Performance OpenSHMEM Strided Communication Support with InfiniBand UMR. - Mingzhe Li; Khaled Hamidouche; Xiaoyi Lu 001; Jie Zhang 045; Jian Lin 006; Dhabaleswar K. Panda 001 (HiPC, 2015)

Accelerating Apache Hive with MPI for Data Warehouse Systems. - Lu Chao; Chundian Li; Fan Liang; Xiaoyi Lu 001; Zhiwei Xu 002 (ICDCS, 2015)

Accelerating I/O Performance of Big Data Analytics on HPC Clusters through RDMA-Based Key-Value Store. - Nusrat Sharmin Islam; Dipti Shankar; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Dhabaleswar K. Panda 001 (ICPP, 2015)

High-Performance Coarray Fortran Support with MVAPICH2-X: Initial Experience and Evaluation. - Jian Lin 006; Khaled Hamidouche; Xiaoyi Lu 001; Mingzhe Li; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2015)

High-Performance Design of YARN MapReduce on Modern HPC Clusters with Lustre and RDMA. - Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Nusrat Sharmin Islam; Raghunath Rajachandrasekar; Dhabaleswar K. Panda 001 (IPDPS, 2015)

Can RDMA benefit online data processing workloads on memcached and MySQL? - Dipti Shankar; Xiaoyi Lu 001; Jithin Jose; Md. Wasi-ur-Rahman; Nusrat S. Islam; Dhabaleswar K. Panda 001 (ISPASS, 2015)

Accelerating k-NN Algorithm with Hybrid MPI and OpenSHMEM. - Jian Lin 006; Khaled Hamidouche; Jie Zhang 045; Xiaoyi Lu 001; Abhinav Vishnu; Dhabaleswar K. Panda 001 (OpenSHMEM, 2015)

Accelerating Iterative Big Data Computing Through MPI. - Fan Liang; Xiaoyi Lu 001 (J. Comput. Sci. Technol., 2015)

Performance characterization of hadoop workloads on SR-IOV-enabled virtualized InfiniBand clusters. - Shashank Gugnani; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (BDCAT, 2016)

Efficient data access strategies for Hadoop and Spark on HPC cluster with heterogeneous storage. - Nusrat Sharmin Islam; Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IEEE BigData, 2016)

High-performance design of apache spark with RDMA and its benefits on various workloads. - Xiaoyi Lu 001; Dipti Shankar; Shashank Gugnani; Dhabaleswar K. Panda 001 (IEEE BigData, 2016)

Boldio: A hybrid and resilient burst-buffer over lustre for accelerating big data I/O. - Dipti Shankar; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IEEE BigData, 2016)

Designing Virtualization-Aware and Automatic Topology Detection Schemes for Accelerating Hadoop on SR-IOV-Enabled Clouds. - Shashank Gugnani; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CloudCom, 2016)

Impact of HPC Cloud Networking Technologies on Accelerating Hadoop RPC and HBase. - Xiaoyi Lu 001; Dipti Shankar; Shashank Gugnani; Hari Subramoni; Dhabaleswar K. Panda 001 (CloudCom, 2016)

Slurm-V: Extending Slurm for Building Efficient HPC Cloud with SR-IOV and IVShmem. - Jie Zhang 045; Xiaoyi Lu 001; Sourav Chakraborty 003; Dhabaleswar K. Panda 001 (Euro-Par, 2016)

Mizan-RMA: Accelerating Mizan Graph Processing Framework with MPI RMA. - Mingzhe Li; Xiaoyi Lu 001; Khaled Hamidouche; Jie Zhang 045; Dhabaleswar K. Panda 001 (HiPC, 2016)

High Performance MPI Library for Container-Based HPC Cloud on InfiniBand Clusters. - Jie Zhang 045; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (ICPP, 2016)

High Performance Design for HDFS with Byte-Addressability of NVM and RDMA. - Nusrat Sharmin Islam; Md. Wasi-ur-Rahman; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (ICS, 2016)

HPBDC Introduction and Committees. - Dhabaleswar K. Panda 001; Jianfeng Zhan; Xiaoyi Lu 001 (IPDPS Workshops, 2016)

High-Performance Hybrid Key-Value Store on Modern Clusters with RDMA Interconnects and SSDs: Non-blocking Extensions, Designs, and Benefits. - Dipti Shankar; Xiaoyi Lu 001; Nusrat S. Islam; Md. Wasi-ur-Rahman; Dhabaleswar K. Panda 001 (IPDPS, 2016)

Performance Characterization of Hypervisor-and Container-Based Virtualization for HPC on SR-IOV Enabled InfiniBand Clusters. - Jie Zhang 045; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2016)

MR-Advisor: A Comprehensive Tuning Tool for Advising HPC Users to Accelerate MapReduce Applications on Supercomputers. - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (SBAC-PAD, 2016)

Designing MPI library with on-demand paging (ODP) of infiniband: challenges and benefits. - Mingzhe Li; Khaled Hamidouche; Xiaoyi Lu 001; Hari Subramoni; Jie Zhang 045; Dhabaleswar K. Panda 001 (SC, 2016)

Can Non-volatile Memory Benefit MapReduce Applications on HPC Clusters? - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (PDSW-DISCS@SC, 2016)

INAM2: InfiniBand Network Analysis and Monitoring with MPI. - Hari Subramoni; Albert Mathews Augustine; Mark Daniel Arnold; Jonathan L. Perkins; Xiaoyi Lu 001; Khaled Hamidouche; Dhabaleswar K. Panda 001 (ISC High Performance, 2016)

Experiences and Benefits of Running RDMA Hadoop and Spark on SDSC Comet. - Mahidhar Tatineni; Xiaoyi Lu 001; Dong Ju Choi; Amitava Majumdar 001; Dhabaleswar K. Panda 001 (XSEDE, 2016)

Characterizing and benchmarking stand-alone Hadoop MapReduce on modern HPC clusters. - Dipti Shankar; Xiaoyi Lu 001; Md. Wasi-ur-Rahman; Nusrat S. Islam; Dhabaleswar K. Panda 001 (J. Supercomput., 2016)

Building Efficient HPC Cloud with SR-IOV-Enabled InfiniBand: The MVAPICH2 Approach. - Xiaoyi Lu 001; Jie Zhang 045; Dhabaleswar K. Panda 001 (Research Advances in Cloud Computing, 2017)

Characterization of Big Data Stream Processing Pipeline: A Case Study using Flink and Kafka. - M. Haseeb Javed; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (BDCAT, 2017)

Characterizing and accelerating indexing techniques on distributed ordered tables. - Shashank Gugnani; Xiaoyi Lu 001; Houliang Qi; Li Zha; Dhabaleswar K. Panda 001 (IEEE BigData, 2017)

Performance characterization and acceleration of big data workloads on OpenPOWER system. - Xiaoyi Lu 001; Haiyang Shi; Dipti Shankar; Dhabaleswar K. Panda 001 (IEEE BigData, 2017)

NVMD: Non-volatile memory assisted design for accelerating MapReduce and DAG execution frameworks on HPC systems. - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IEEE BigData, 2017)

Swift-X: Accelerating OpenStack Swift with RDMA for Building an Efficient HPC Cloud. - Shashank Gugnani; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CCGrid, 2017)

A Scalable Network-Based Performance Analysis Tool for MPI on Large-Scale HPC Systems. - Hari Subramoni; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CLUSTER, 2017)

MPI-LiFE: Designing High-Performance Linear Fascicle Evaluation of Brain Connectome with MPI. - Shashank Gugnani; Xiaoyi Lu 001; Franco Pestilli; Cesar F. Caiafa; Dhabaleswar K. Panda 001 (HiPC, 2017)

Designing Registration Caching Free High-Performance MPI Library with Implicit On-Demand Paging (ODP) of InfiniBand. - Mingzhe Li; Xiaoyi Lu 001; Hari Subramoni; Dhabaleswar K. Panda 001 (HiPC, 2017)

Characterizing Deep Learning over Big Data (DLoBD) Stacks on RDMA-Capable Networks. - Xiaoyi Lu 001; Haiyang Shi; M. Haseeb Javed; Rajarshi Biswas; Dhabaleswar K. Panda 001 (Hot Interconnects, 2017)

High-Performance and Resilient Key-Value Store with Online Erasure Coding for Big Data Workloads. - Dipti Shankar; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (ICDCS, 2017)

Efficient and Scalable Multi-Source Streaming Broadcast on GPU Clusters for Deep Learning. - Ching-Hsiang Chu; Xiaoyi Lu 001; Ammar Ahmad Awan; Hari Subramoni; Jahanzeb Maqbool Hashmi; Bracy Elton; Dhabaleswar K. Panda 001 (ICPP, 2017)

Introduction to HPBDC Workshop. - Xiaoyi Lu 001; Jianfeng Zhan; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2017)

High-Performance Virtual Machine Migration Framework for MPI Applications on SR-IOV Enabled InfiniBand Clusters. - Jie Zhang 045; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IPDPS, 2017)

Scalable reduction collectives with data partitioning-based multi-leader design. - Mohammadreza Bayatpour; Sourav Chakraborty 003; Hari Subramoni; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (SC, 2017)

HPC Meets Cloud: Building Efficient Clouds for HPC, Big Data, and Deep Learning Middleware and Applications. - Dhabaleswar K. Panda 001; Xiaoyi Lu 001 (UCC, 2017)

Is Singularity-based Container Technology Ready for Running MPI Applications on HPC Clouds? - Jie Zhang 045; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (UCC, 2017)

Designing Locality and NUMA Aware MPI Runtime for Nested Virtualization based HPC Cloud with SR-IOV Enabled InfiniBand. - Jie Zhang 045; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (VEE, 2017)

Scalable and Distributed Key-Value Store-based Data Management Using RDMA-Memcached. - Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (IEEE Data Eng. Bull., 2017)

A Comprehensive Study of MapReduce Over Lustre for Intermediate Data Placement and Shuffle Strategies on HPC Clusters. - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (IEEE Trans. Parallel Distributed Syst., 2017)

HPC AI500: A Benchmark Suite for HPC AI Systems. - Zihan Jiang 006; Wanling Gao; Lei Wang 004; Xingwang Xiong; Yuchen Zhang; Xu Wen; Chunjie Luo; Hainan Ye; Xiaoyi Lu 001; Yunquan Zhang; Shengzhong Feng; Kenli Li 001; et al. (Bench, 2018)

EC-Bench: Benchmarking Onload and Offload Erasure Coders on Modern Hardware Architectures. - Haiyang Shi; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (Bench, 2018)

A Survey on Deep Learning Benchmarks: Do We Still Need New Ones? - Qin Zhang; Li Zha; Jian Lin 006; Dandan Tu; Mingzhe Li; Fan Liang; Ren Wu; Xiaoyi Lu 001 (Bench, 2018)

Spark-uDAPL: Cost-Saving Big Data Analytics on Microsoft Azure Cloud with RDMA Networks*. - Xiaoyi Lu 001; Dipti Shankar; Haiyang Shi; Dhabaleswar K. Panda 001 (IEEE BigData, 2018)

High-Performance Multi-Rail Erasure Coding Library over Modern Data Center Architectures: Early Experiences. - Haiyang Shi; Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (SoCC, 2018)

Cutting the Tail: Designing High Performance Message Brokers to Reduce Tail Latencies in Stream Processing. - M. Haseeb Javed; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CLUSTER, 2018)

OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training. - Ammar Ahmad Awan; Ching-Hsiang Chu; Hari Subramoni; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (HiPC, 2018)

Accelerating TensorFlow with Adaptive RDMA-Based gRPC. - Rajarshi Biswas; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (HiPC, 2018)

Introduction to HPBDC 2018. - Xiaoyi Lu 001; Jianfeng Zhan; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2018)

Multi-Threading and Lock-Free MPI RMA Based Graph Processing on KNL and POWER Architectures. - Mingzhe Li; Xiaoyi Lu 001; Hari Subramoni; Dhabaleswar K. Panda 001 (EuroMPI, 2018)

Analyzing, Modeling, and Provisioning QoS for NVMe SSDs. - Shashank Gugnani; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (UCC, 2018)

Designing a Micro-Benchmark Suite to Evaluate gRPC for TensorFlow: Early Experiences. - Rajarshi Biswas; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (CoRR, 2018)

MR-Advisor: A comprehensive tuning, profiling, and prediction tool for MapReduce execution frameworks on HPC clusters. - Md. Wasi-ur-Rahman; Nusrat Sharmin Islam; Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (J. Parallel Distributed Comput., 2018)

Networking and communication challenges for post-exascale systems. - Dhabaleswar K. Panda 001; Xiaoyi Lu 001; Hari Subramoni (Frontiers Inf. Technol. Electron. Eng., 2018)

DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters. - Xiaoyi Lu 001; Haiyang Shi; Rajarshi Biswas; M. Haseeb Javed; Dhabaleswar K. Panda 001 (IEEE Trans. Multi Scale Comput. Syst., 2018)

Early Experience in Benchmarking Edge AI Processors with Object Detection Workloads. - Yujie Hui; Jeffrey Lien; Xiaoyi Lu 001 (Bench, 2019)

SCOR-KV: SIMD-Aware Client-Centric and Optimistic RDMA-Based Key-Value Store for Emerging CPU Architectures. - Dipti Shankar; Xiaoyi Lu 001; Dhabaleswar K. Panda 001 (HiPC, 2019)

UMR-EC: A Unified and Multi-Rail Erasure Coding Library for High-Performance Distributed Storage Systems. - Haiyang Shi; Xiaoyi Lu 001; Dipti Shankar; Dhabaleswar K. Panda 001 (HPDC, 2019)

SimdHT-Bench: Characterizing SIMD-Aware Hash Table Designs on Emerging CPU Architectures. - Dipti Shankar; Xiaoyi Lu 001; Dhabaleswar K. D. K. Panda (IISWC, 2019)

C-GDR: High-Performance Container-Aware GPUDirect MPI Communication Schemes on RDMA Networks. - Jie Zhang 045; Xiaoyi Lu 001; Ching-Hsiang Chu; Dhabaleswar K. Panda 001 (IPDPS, 2019)

Introduction to HPBDC 2019. - Xiaoyi Lu 001; Jianfeng Zhan; Dhabaleswar K. Panda 001 (IPDPS Workshops, 2019)

TriEC: tripartite graph based erasure coding NIC offload. - Haiyang Shi; Xiaoyi Lu 001 (SC, 2019)

Performance analysis of deep learning workloads using roofline trajectories. - M. Haseeb Javed; Khaled Z. Ibrahim; Xiaoyi Lu 001 (CCF Trans. High Perform. Comput., 2019)

Exploiting Hardware Multicast and GPUDirect RDMA for Efficient Broadcast. - Ching-Hsiang Chu; Xiaoyi Lu 001; Ammar Ahmad Awan; Hari Subramoni; Bracy Elton; Dhabaleswar K. Panda 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Impact of Commodity Networks on Storage Disaggregation with NVMe-oF. - Arjun Kashyap; Shashank Gugnani; Xiaoyi Lu 001 (Bench, 2020)

Workshop 7: HPBDC High-Performance Big Data and Cloud Computing. - Xiaoyi Lu 001; Jianfeng Zhan (IPDPS Workshops, 2020)

RDMP-KV: designing remote direct memory persistence based key-value stores with PMEM. - Tianxi Li; Dipti Shankar; Shashank Gugnani; Xiaoyi Lu 001 (SC, 2020)

INEC: fast and coherent in-network erasure coding. - Haiyang Shi; Xiaoyi Lu 001 (SC, 2020)

CirroData: Yet Another SQL-on-Hadoop Data Analytics Engine with High Performance. - Zheng-Hao Jin; Haiyang Shi; Ying-Xin Hu; Li Zha; Xiaoyi Lu 001 (J. Comput. Sci. Technol., 2020)

Understanding the Idiosyncrasies of Real Persistent Memory. - Shashank Gugnani; Arjun Kashyap; Xiaoyi Lu 001 (Proc. VLDB Endow., 2020)

DStore: A Fast, Tailless, and Quiescent-Free Object Store for PMEM. - Shashank Gugnani; Xiaoyi Lu 001 (HPDC, 2021)

Characterizing and Accelerating End-to-End EdgeAI Inference Systems for Object Detection Applications. - Yujie Hui; Jeffrey Lien; Xiaoyi Lu 001 (SEC, 2021)

NVMe-CR: A Scalable Ephemeral Storage Runtime for Checkpoint/Restart with NVMe-over-Fabrics. - Shashank Gugnani; Tianxi Li; Xiaoyi Lu 001 (IPDPS, 2021)

HatRPC: hint-accelerated thrift RPC over RDMA. - Tianxi Li; Haiyang Shi; Xiaoyi Lu 001 (SC, 2021)

Towards Offloadable and Migratable Microservices on Disaggregated Architectures: Vision, Challenges, and Research Roadmap. - Xiaoyi Lu 001; Arjun Kashyap (CoRR, 2021)

Benchmarking Object Detection Models with Mummy Nuts Datasets. - Darren Ng; Colin Schmierer; Andrew Lin; Zeyu Liu; Falin Yu; Shawn D. Newsam; Reza Ehsani; Xiaoyi Lu 001 (Bench, 2022)

HiBGT: High-Performance Bayesian Group Testing for COVID-19. - Weicong Chen 002; Curtis Tatsuoka; Xiaoyi Lu 001 (HIPC, 2022)

NVMe-oAF: Towards Adaptive NVMe-oF for IO-Intensive Workloads on HPC Cloud. - Arjun Kashyap; Xiaoyi Lu 001 (HPDC, 2022)

Arcadia: A Fast and Reliable Persistent Memory Replicated Log. - Shashank Gugnani; Scott Guthridge; Frank Schmuck; Owen Anderson; Deepavali Bhagwat; Xiaoyi Lu 001 (CoRR, 2022)

A Study of Database Performance Sensitivity to Experiment Settings. - Yang Wang 009; Miao Yu 023; Yujie Hui; Fang Zhou; Yuyang Huang; Rui Zhu; Xueyuan Ren; Tianxi Li; Xiaoyi Lu 001 (Proc. VLDB Endow., 2022)

Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures. - Yuke Li 003; Arjun Kashyap; Yanfei Guo; Xiaoyi Lu 001 (HOTI, 2023)

Performance Characterization of Large Language Models on High-Speed Interconnects. - Hao Qi; Liuyao Dai; Weicong Chen 002; Zhen Jia; Xiaoyi Lu 001 (HOTI, 2023)

SBGT: Scaling Bayesian-based Group Testing for Disease Surveillance. - Weicong Chen 002; Hao Qi; Xiaoyi Lu 001; Curtis Tatsuoka (IPDPS, 2023)

xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning. - Adam Weingram; Yuke Li 003; Hao Qi; Darren Ng; Liuyao Dai; Xiaoyi Lu 001 (J. Comput. Sci. Technol., 2023)

Kspeed: Beating I/O Bottlenecks of Data Provisioning for RDMA Training Clusters. - Jianbo Dong; Hao Qi; Tianjing Xu; Xiaoli Liu 002; Chen Wei; Rongyao Wang; Xiaoyi Lu 001; Zheng Cao 003; Binzhang Fu (ICNP, 2024)

gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Yafan Huang; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Xiaoyi Lu 001; Zizhong Chen; Franck Cappello; et al. (ICS, 2024)

Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications. - Md Hasanur Rahman 001; Sheng Di; Shengjian Guo; Xiaoyi Lu 001; Guanpeng Li; Franck Cappello (IPDPS, 2024)

An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Zhaorui Zhang; Jinyang Liu 003; Xiaoyi Lu 001; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Zizhong Chen; Franck Cappello; et al. (IPDPS, 2024)

Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures. - Yuke Li 003; Arjun Kashyap; Weicong Chen 002; Yanfei Guo; Xiaoyi Lu 001 (IPDPS, 2024)

NVMe-oPF: Designing Efficient Priority Schemes for NVMe-over-Fabrics with Multi-Tenancy Support. - Darren Ng; Andrew Lin; Arjun Kashyap; Guanpeng Li; Xiaoyi Lu 001 (IPDPS, 2024)

hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Zizhe Jian; Xin Liang 001; Kai Zhao 008; Xiaoyi Lu 001; Zizhong Chen; Franck Cappello; Yanfei Guo; et al. (SC, 2024)

Versatile Datapath Soft Error Detection on the Cheap for HPC Applications. - Yafan Huang; Sheng Di; Zhaorui Zhang; Xiaoyi Lu 001; Guanpeng Li (SC, 2024)

Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting. - Deyi Xing; Weicong Chen 002; Curtis Tatsuoka; Xiaoyi Lu 001 (CoRR, 2024)

High-Speed Data Communication With Advanced Networks in Large Language Model Training. - Liuyao Dai; Hao Qi; Weicong Chen 002; Xiaoyi Lu 001 (IEEE Micro, 2024)

Compression Analysis for BlueField-2/-3 Data Processing Units: Lossy and Lossless Perspectives. - Yuke Li 003; Arjun Kashyap; Yanfei Guo; Xiaoyi Lu 001 (IEEE Micro, 2024)

On the Feasibility and Benefits of Extensive Evaluation. - Yujie Hui; Miao Yu 023; Hao Qi; Yifan Gan; Tianxi Li; Yuke Li 003; Xueyuan Ren; Sixiang Ma; Xiaoyi Lu 001; Yang Wang 009 (Proc. ACM Manag. Data, 2024)

Poster Abstract: Power Sensing Without Wires: Monitoring Usage via Electromagnetic Fields. - Rahul Sidramappa Hoskeri; Xiaoyi Lu 001; Hua Huang 003 (BuildSys, 2025)

DPU-KV: On the Benefits of DPU Offloading for In-Memory Key-Value Stores at the Edge. - Arjun Kashyap; Yuke Li 003; Xiaoyi Lu 001 (HPDC, 2025)

Understanding the Idiosyncrasies of Emerging BlueField DPUs. - Arjun Kashyap; Yuke Li 003; Darren Ng; Xiaoyi Lu 001 (ICS, 2025)

FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems. - Zhonghao Chen; Weicong Chen 002; Duo Zhang; Kibaek Kim; Guanpeng Li; Sheng Di; Xiaoyi Lu 001 (SEC, 2025)

SPRT2: Scalable, Parallel, and Real-Time fMRI Data Analysis on Heterogeneous Architectures. - Weicong Chen 002; Sarah J. Carr; Jing Zhang; Curtis Tatsuoka; Xiaoyi Lu 001 (IPDPS, 2025)

SBMGT: Scaling Bayesian Multinomial Group Testing. - Weicong Chen 002; Hao Qi; Curtis Tatsuoka; Xiaoyi Lu 001 (PPoPP, 2025)

Compression Error Sensitivity Analysis for Different Experts in MoE Model Inference. - Songkai Ma; Zhaorui Zhang; Sheng Di; Benben Liu; Xiaodong Yu 001; Xiaoyi Lu 001; Dan Wang 002 (SC Workshops, 2025)

DPAR: High-Performance, Secure, and Scalable Differential Privacy-based AllReduce. - Hao Qi; Weicong Chen 002; Chenghong Wang; Xiaoyi Lu 001 (SC, 2025)

HPC-R1: Characterizing R1-like Large Reasoning Models on HPC. - Adam Weingram; Duo Zhang; Zhonghao Chen; Hao Qi; Xiaoyi Lu 001 (SC, 2025)

ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Zhaorui Zhang; Jinyang Liu 003; Xiaoyi Lu 001; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Khalid Ayedh Alharthi; Zizhong Chen; et al. (CoRR, 2025)

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? - Songkai Ma; Zhaorui Zhang; Sheng Di; Benben Liu; Xiaodong Yu 001; Xiaoyi Lu 001; Dan Wang 002 (CoRR, 2025)

FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression. - Zhaorui Zhang; Sheng Di; Benben Liu; Zhuoran Ji; Guanpeng Li; Xiaoyi Lu 001; Amelie Chi Zhou; Khalid Ayedh Alharthi; Jiannong Cao 001 (IEEE Trans. Parallel Distributed Syst., 2025)

FedMECA: Scalable Federated Learning via Memory-Efficient and Concurrent Aggregation. - Zhonghao Chen; Duo Zhang; Xiaoyi Lu 001 (CAIS, 2026)

eGPU: Production-Scale Elastic Sharing Over 10,000 GPUs. - Xiaochuan Tang; Hao Qi; Jianbo Dong; Yinghao Yu; Zhennan Xue; Zhengyu Zhang; Daocheng Ying; Zheng Cao 003; Xiaoyi Lu 001 (HPCA, 2026)

DeepEBC: Compressing the Pre-Trained LLMs with Error-Bounded Lossy Compression. - Jiaqi Xu; Zhaorui Zhang; Gaolin Wei; Sheng Di; Benben Liu; Xiaodong Yu 001; Xiaoyi Lu 001 (SCA/HPC Asia Workshops, 2026)

PACER: A Userspace Network Rate Controller in MPI with Adaptive Compression for Parallel Applications. - Yuke Li 003; Darren Ng; Arjun Kashyap; Sheng Di; Guanpeng Li; Xiaoyi Lu 001 (ICS, 2026)

Learning Provably Correct Distributed Protocols Without Human Knowledge. - Yujie Hui; Xiaoyi Lu 001; Andrew Perrault; Yang Wang 009 (CoRR, 2026)

SPARe: Stacked Parallelism with Adaptive Reordering for Fault-Tolerant LLM Pretraining Systems with 100k+ GPUs. - Jin Lee; Zhonghao Chen; Xuhang He; Robert Underwood; Bogdan Nicolae; Franck Cappello; Xiaoyi Lu 001; Sheng Di; Zheng Zhang (CoRR, 2026)

SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning. - Yimeng Shan; Zhaorui Zhang; Sheng Di; Yu Liu; Xiaoyi Lu 001; Benben Liu (CoRR, 2026)