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Characterizing Deep Learning over Big Data (DLoBD) Stacks on RDMA-Capable Networks.

, , , , and . Hot Interconnects, page 87-94. IEEE Computer Society, (2017)

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JAMILA: A Usable Batch Job Management System to Coordinate Heterogeneous Clusters and Diverse Applications over Grid or Cloud Infrastructure., , , and . NPC, volume 6289 of Lecture Notes in Computer Science, page 412-422. Springer, (2010)Accelerating Iterative Big Data Computing Through MPI., and . J. Comput. Sci. Technol., 30 (2): 283-294 (2015)DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters., , , , and . IEEE Trans. Multi Scale Comput. Syst., 4 (4): 635-648 (2018)A Study of Database Performance Sensitivity to Experiment Settings., , , , , , , , and . Proc. VLDB Endow., 15 (7): 1439-1452 (2022)Understanding the Idiosyncrasies of Real Persistent Memory., , and . Proc. VLDB Endow., 14 (4): 626-639 (2020)Performance analysis of deep learning workloads using roofline trajectories., , and . CCF Trans. High Perform. Comput., 1 (3-4): 224-239 (2019)Impact of Commodity Networks on Storage Disaggregation with NVMe-oF., , and . Bench, volume 12614 of Lecture Notes in Computer Science, page 41-56. Springer, (2020)Characterizing and Accelerating End-to-End EdgeAI Inference Systems for Object Detection Applications., , and . SEC, page 1-12. IEEE, (2021)Designing Locality and NUMA Aware MPI Runtime for Nested Virtualization based HPC Cloud with SR-IOV Enabled InfiniBand., , and . VEE, page 187-200. ACM, (2017)High performance MPI library over SR-IOV enabled infiniband clusters., , , , , and . HiPC, page 1-10. IEEE Computer Society, (2014)