NOWLAB :: Publications

Xiaoyi Lu

http://www.cse.ohio-state.edu/~luxi

This page lists the publications by Xiaoyi Lu as the first author

Journals (2)
1	X. Lu, H. Shi, R. Biswas, M. H. Javed, and DK Panda, DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters, IEEE Transactions on Multi-Scale Computing Systems, Jun 2018.
2	X. Lu, D. Shankar, and DK Panda, Scalable and Distributed Key-Value Store-based Data Management Using RDMA-Memcached, "IEEE Data Engineering Bulletin (DEBull), Volume 40", Bulletin of the Technical Committee on Data Engineering (TCDE), (Invited Paper), Mar 2017.

Book Chapter (3)
1	X. Lu, J. Zhang, and DK Panda, Building Efficient HPC Cloud with SR-IOV Enabled InfiniBand: The MVAPICH2 Approach , Book "Research Advances in Cloud Computing", edited by Sanjay Chaudhary, Gaurav Somani, and Rajkumar Buyya, Springer International Publishing , Aug 2017.
2	X. Lu, and DK Panda, Contribution on Multiple Chapters related to OpenStack, Virtualized HPC, HPC Network Fabric, and HPC Workload Management , Book "The Crossroads of Cloud and HPC: OpenStack for Scientific Research; Exploring OpenStack Cloud Computing for Scientific Workloads", Edited by Stig Telfer - OpenStack Foundation Publishing (Invited Book Chapter) , Nov 2016.
3	X. Lu, M. W. Rahman, N. Islam, D. Shankar, and DK Panda, Accelerating Big Data Processing on Modern HPC Clusters , Book "Conquering Big Data with High Performance Computing", Edited by Ritu Arora - Springer International Publishing (Invited Book Chapter) , Jul 2016.

Conferences & Workshops (9)
1	Spark-uDAPL: Cost-Saving Big Data Analytics on Microsoft Azure Cloud with RDMA Networks X. Lu, D. Shankar, H. Shi, and DK Panda, 2018 IEEE International Conference on Big Data, Dec 2018 [Short Paper] [Bib - Plain]
2	Performance Characterization and Acceleration of Big Data Workloads on OpenPOWER System X. Lu, H. Shi, D. Shankar, and DK Panda, 2017 IEEE International Conference on Big Data (IEEE Big Data 2017), Dec 2017 [Bib - Plain]
3	Characterizing Deep Learning over Big Data (DLoBD) Stacks on RDMA-capable Networks X. Lu, H. Shi, M. H. Javed, R. Biswas, and DK Panda, The 25th Annual Symposium on High-Performance Interconnects (HotI), Aug 2017 [Bib - Plain]
4	NRCIO: NVM-aware RDMA-based Communication and I/O Schemes for Big Data Analytics X. Lu, N. Islam, M. W. Rahman, and DK Panda, The 8th Annual Non-Volatile Memories Workshop (NVMW '17), Mar 2017 [Bib - Plain]
5	Impact of HPC Cloud Networking Technologies on Accelerating Hadoop RPC and HBase X. Lu, D. Shankar, S. Gugnani, H. Subramoni, and DK Panda, 8th IEEE International Conference on Cloud Computing Technology and Science (IEEE CloudCom '16), Dec 2016 [Bib - Plain]
6	High-Performance Design of Apache Spark with RDMA and Its Benefits on Various Workloads X. Lu, D. Shankar, S. Gugnani, and DK Panda, 2016 IEEE International Conference on Big Data, Dec 2016 [Bib - Plain]
7	Accelerating Spark with RDMA for Big Data Processing: Early Experiences X. Lu, M. W. Rahman, N. Islam, D. Shankar, and DK Panda, International Symposium on High Performance Interconnects (HotI'14), Aug 2014 [Bib - Plain]
8	High-Performance Design of Hadoop RPC with RDMA over InfiniBand X. Lu, N. Islam, M. W. Rahman, J. Jose, H. Subramoni, H. Wang, and DK Panda, International Conference on Parallel Processing (ICPP '13), Oct 2013 [Bib - Plain]
9	A Micro-Benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks X. Lu, M. W. Rahman, N. Islam, and DK Panda, International Workshop on Big Data Benchmarking (WBDB '13), Jul 2013 [Bib - Plain]