EPipe: Pipeline Inference Framework with High-Quality Offline Parallelism Planning for Heterogeneous Edge Devices by Xiong, Yi, Liu, Weihong, Zhang, Rui, Zu, Yulong, Zhu, Zongwei, Zhou, Xuehai

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

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

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

ndzip-gpu: Efficient lossless Compression of Scientific Floating-Point Data on GPUs by Knorr, Fabian, Thoman, Peter, Fahringer, Thomas

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

Scaling betweenness centrality using communication-efficient sparse matrix multiplication by Solomonik, Edgar, Besta, Maciej, Vella, Flavio, Hoefler, Torsten

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

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 sparse tensor decompositions in distributed memory systems by Kaya, Oguz, Uçar, Bora

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

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

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

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

Optimizing High-Performance Linpack for Exascale Accelerated Architectures by Chalmers, Noel, Kurzak, Jakub, McDougall, Damon, Bauman, Paul T.

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

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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Instant neural graphics primitives with a multiresolution hash encoding by Müller, Thomas, Evans, Alex, Schied, Christoph, Keller, Alexander

Superword-Level Parallelism in the Presence of Control Flow by Shin, Jaewook, Hall, Mary, Chame, Jacqueline

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