NOWLAB :: Publications

Journals (1)
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.

Conferences & Workshops (3)
1	Accelerating TensorFlow with Adaptive RDMA-based gRPC R. Biswas, X. Lu, and DK Panda, 25th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC'18), Dec 2018 [Bib - Plain]
2	Designing a Micro-Benchmark Suite to Evaluate gRPC for TensorFlow: Early Experiences R. Biswas, X. Lu, and DK Panda, The Ninth Workshop on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, Mar 2018 [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]

M.S. Thesis (1)
1	R. Biswas, Benchmarking and Accelerating TensorFlow-based Deep Learning on Modern HPC Systems, Jul 2018