Large-Scale Optimization-Based Non-negative Computational Framework for Diffusion Equations: Parallel Implementation and Performance Studies by Chang, J., Karra, S., Nakshatrala, K. B.

Software thread-level speculation: an optimistic library implementation by Oancea, Cosmin E, Mycroft, Alan

The TaPaSCo Open-Source Toolflow: for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems by Heinz, Carsten, Hofmann, Jaco, Korinth, Jens, Sommer, Lukas, Weber, Lukas, Koch, Andreas

Portable and Scalable All-Electron Quantum Perturbation Simulations on Exascale Supercomputers by Wu, Zhikun, Wu, Yangjun, Liu, Ying, Shang, Honghui, Gao, Yingxiang, Zhang, Zhongcheng, Zhang, Yuyang, Long, Yingchi, Feng, Xiaobing, Cui, Huimin

Comparing memory systems for chip multiprocessors by Leverich, Jacob, Arakida, Hideho, Solomatnikov, Alex, Firoozshahian, Amin, Horowitz, Mark, Kozyrakis, Christos

An integrated hardware-software approach to flexible transactional memory by Shriraman, Arrvindh, Spear, Michael F, Hossain, Hemayet, Marathe, Virendra J, Dwarkadas, Sandhya, Scott, Michael L

Scalable Adaptive PDE Solvers in Arbitrary Domains by Kumar, Saurabh, Ishii, Masado, Fernando, Milinda, Gao, Boshun, Tan, Kendrick, Hsu, Ming-Chen, Krishnamurthy, Adarsh, Sundar, Hari, Ganapathysubramanian, Baskar

Distributed Multigrid Neural Solvers on Megavoxel Domains by Balu, Aditya, Botelho, Sergio, Khara, Biswajit, Rao, Vinay, Sarkar, Soumik, Hegde, Chinmay, Krishnamurthy, Adarsh, Adavani, Santi, Ganapathysubramanian, Baskar

BSTC: A Novel Binarized-Soft-Tensor-Core Design for Accelerating Bit-Based Approximated Neural Nets by Li, Ang, Geng, Tong, Wang, Tianqi, Herbordt, Martin, Song, Shuaiwen Leon, Barker, Kevin

Architectural Semantics for Practical Transactional Memory by McDonald, Austen, Chung, JaeWoong, Carlstrom, Brian D., Minh, Chi Cao, Chafi, Hassan, Kozyrakis, Christos, Olukotun, Kunle

Exploiting Reuse and Vectorization in Blocked Stencil Computations on CPUs and GPUs by Zhao, Tuowen, Basu, Protonu, Williams, Samuel, Hall, Mary, Johansen, Hans

Iterative Optimization in the Polyhedral Model: Part I, One-Dimensional Time by Pouchet, Louis-Noel, Bastoul, Cedric, Cohen, Albert, Vasilache, Nicolas

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Parallel programming with migratable objects: charm++ in practice by Acun, Bilge, Gupta, Abhishek, Jain, Nikhil, Langer, Akhil, Menon, Harshitha, Mikida, Eric, Ni, Xiang, Robson, Michael, Sun, Yanhua, Totoni, Ehsan, Wesolowski, Lukasz, Kale, Laxmikant

KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks by Pauloski, J. Gregory, Venkataraman, Shivaram, Huang, Qi, Chard, Kyle, Zhang, Zhao, Huang, Lei, Foster, Ian

Chromium:a stream-processing framework for interactive rendering on clusters by Humphreys, Greg, Houston, Mike, Ng, Ren, Frank, Randall, Ahern, Sean, Kirchner, Peter D, Klosowski, James T

Scalable algorithms for molecular dynamics simulations on commodity clusters by Bowers, Kevin J., Chow, Edmond, Xu, Huafeng, Dror, Ron O., Eastwood, Michael P., Gregersen, Brent A., Klepeis, John L., Kolossvary, Istvan, Moraes, Mark A., Sacerdoti, Federico D., Salmon, John K., Shan, Yibing, Shaw, David E.

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Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation by Dong, Wenqian, Liu, Jie, Xie, Zhen, Li, Dong

Scaling deep learning on GPU and knights landing clusters by You, Yang, Buluç, Aydın, Demmel, James

Bringing Order to Sparsity: A Sparse Matrix Reordering Study on Multicore CPUs by Trotter, James D., Ekmekcibasi, Sinan, Langguth, Johannes, Torun, Tugba, Duzakin, Emre, Ilic, Aleksandar, Unat, Didem

AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data by Egele, Romain, Balaprakash, Prasanna, Guyon, Isabelle, Vishwanath, Venkatram, Xia, Fangfang, Stevens, Rick, Liu, Zhengying