Publications

(2020). High Performance Streaming Tensor Decomposition. 35th IEEE International Parallel and Distributed Processing Symposium (IPDPS’21).

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(2018). High-performance Dense Tucker Decomposition on GPU Clusters. The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC’18).

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(2018). Blocking Optimization Techniques for Sparse Tensor Computation. 32nd IEEE International Parallel and Distributed Processing Symposium (IPDPS’18).

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(2017). Model-Driven Sparse CP Decomposition for High-Order Tensors. 31st IEEE International Parallel and Distributed Processing Symposium (IPDPS’17).

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(2016). Analyzing the Energy Efficiency of the Fast Multipole Method Using a DVFS-Aware Energy Model. 30th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

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(2014). Algorithmic time, energy, and power on candidate HPC compute building blocks. 28th IEEE International Parallel and Distributed Processing Symposium (IPDPS’14).

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(2013). A roofline model of energy. 27th IEEE International Parallel and Distributed Processing Symposium (IPDPS’13).

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(2013). A brief history and introduction to GPGPU. Modern Accelerator Technologies for Geographic Information Science.

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(2012). Modeling and Analysis for Performance and Power. IEEE 26th International Parallel and Distributed Processing Symposium Workshops PhD Forum (IPDPSW).

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(2012). Courses in high-performance computing for scientists and engineers. IEEE 26th International Parallel and Distributed Processing Symposium Workshops and PhD Forum (IPDPSW).

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(2010). On the limits of GPU acceleration. Proceedings of the 2nd USENIX inproceedings on Hot topics in parallelism.

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(2010). Model-driven autotuning of sparse matrix-vector multiply on GPUs. 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP’11).

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(2008). Bypassing BigBackground: An efficient hybrid background modeling algorithm for embedded video surveillance. Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008 (ICDSC 2008).

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