Front Matter ....Pages i-xliii
Front Matter ....Pages 1-1
Skipping Non-essential Instructions Makes Data-Dependence Profiling Faster (Nicolas Morew, Mohammad Norouzi, Ali Jannesari, Felix Wolf)....Pages 3-17
A Toolchain to Verify the Parallelization of OmpSs-2 Applications (Simone Economo, Sara Royuela, Eduard Ayguadé, Vicenç Beltran)....Pages 18-33
Front Matter ....Pages 35-35
Towards a Model to Estimate the Reliability of Large-Scale Hybrid Supercomputers (Elvis Rojas, Esteban Meneses, Terry Jones, Don Maxwell)....Pages 37-51
A Learning-Based Approach for Evaluating the Capacity of Data Processing Pipelines (Maha Alsayasneh, Noel De Palma)....Pages 52-67
Operation-Aware Power Capping (Bo Wang, Julian Miller, Christian Terboven, Matthias Müller)....Pages 68-82
A Comparison of the Scalability of OpenMP Implementations (Tim Jammer, Christian Iwainsky, Christian Bischof)....Pages 83-97
Evaluating the Effectiveness of a Vector-Length-Agnostic Instruction Set (Andrei Poenaru, Simon McIntosh-Smith)....Pages 98-114
Front Matter ....Pages 115-115
Parallel Scheduling of Data-Intensive Tasks (Xiao Meng, Lukasz Golab)....Pages 117-133
A Makespan Lower Bound for the Tiled Cholesky Factorization Based on ALAP Schedule (Olivier Beaumont, Julien Langou, Willy Quach, Alena Shilova)....Pages 134-150
Optimal GPU-CPU Offloading Strategies for Deep Neural Network Training (Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova)....Pages 151-166
Improving Mapping for Sparse Direct Solvers (Changjiang Gou, Ali Al Zoobi, Anne Benoit, Mathieu Faverge, Loris Marchal, Grégoire Pichon et al.)....Pages 167-182
Front Matter ....Pages 183-183
Modelling Standard and Randomized Slimmed Folded Clos Networks (Cristóbal Camarero, Javier Corral, Carmen Martínez, Ramón Beivide)....Pages 185-199
OmpMemOpt: Optimized Memory Movement for Heterogeneous Computing (Prithayan Barua, Jisheng Zhao, Vivek Sarkar)....Pages 200-216
Front Matter ....Pages 217-217
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs (Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng)....Pages 219-233
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks Based on Automatic LSTM Customization and Sharing (Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran)....Pages 234-247
Optimizing FFT-Based Convolution on ARMv8 Multi-core CPUs (Qinglin Wang, Dongsheng Li, Xiandong Huang, Siqi Shen, Songzhu Mei, Jie Liu)....Pages 248-262
Maximizing I/O Bandwidth for Reverse Time Migration on Heterogeneous Large-Scale Systems (Tariq Alturkestani, Hatem Ltaief, David Keyes)....Pages 263-278
Front Matter ....Pages 279-279
TorqueDB: Distributed Querying of Time-Series Data from Edge-local Storage (Dhruv Garg, Prathik Shirolkar, Anshu Shukla, Yogesh Simmhan)....Pages 281-295
Data-Centric Distributed Computing on Networks of Mobile Devices (Pedro Sanches, João A. Silva, António Teófilo, Hervé Paulino)....Pages 296-311
WPSP: A Multi-correlated Weighted Policy for VM Selection and Migration for Cloud Computing (Sergi Vila, Josep L. Lérida, Fernando Cores, Fernando Guirado, Fabio L. Verdi)....Pages 312-326
Front Matter ....Pages 327-327
LCP-Aware Parallel String Sorting (Jonas Ellert, Johannes Fischer, Nodari Sitchinava)....Pages 329-342
Mobile RAM and Shape Formation by Programmable Particles (Giuseppe Antonio Di Luna, Paola Flocchini, Nicola Santoro, Giovanni Viglietta, Yukiko Yamauchi)....Pages 343-358
Approximation Algorithm for Estimating Distances in Distributed Virtual Environments (Olivier Beaumont, Tobias Castanet, Nicolas Hanusse, Corentin Travers)....Pages 359-375
On the Power of Randomization in Distributed Algorithms in Dynamic Networks with Adaptive Adversaries (Irvan Jahja, Haifeng Yu, Ruomu Hou)....Pages 376-391
3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication (Haewon Jeong, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck Cadambe et al.)....Pages 392-407
Front Matter ....Pages 409-409
Managing Failures in Task-Based Parallel Workflows in Distributed Computing Environments (Jorge Ejarque, Marta Bertran, Javier Álvarez Cid-Fuentes, Javier Conejero, Rosa M. Badia)....Pages 411-425
Accelerating Nested Data Parallelism: Preserving Regularity (Lars B. van den Haak, Trevor L. McDonell, Gabriele K. Keller, Ivo Gabe de Wolff)....Pages 426-442
Using Dynamic Broadcasts to Improve Task-Based Runtime Performances (Alexandre Denis, Emmanuel Jeannot, Philippe Swartvagher, Samuel Thibault)....Pages 443-457
A Compression-Based Design for Higher Throughput in a Lock-Free Hash Map (Pedro Moreno, Miguel Areias, Ricardo Rocha)....Pages 458-473
Front Matter ....Pages 475-475
NV-PhTM: An Efficient Phase-Based Transactional System for Non-volatile Memory (Alexandro Baldassin, Rafael Murari, João P. L. de Carvalho, Guido Araujo, Daniel Castro, João Barreto et al.)....Pages 477-492
Enhancing Resource Management Through Prediction-Based Policies (Antoni Navarro, Arthur F. Lorenzon, Eduard Ayguadé, Vicenç Beltran)....Pages 493-509
Accelerating Overlapping Community Detection: Performance Tuning a Stochastic Gradient Markov Chain Monte Carlo Algorithm (Ismail El-Helw, Rutger Hofman, Henri E. Bal)....Pages 510-526
Front Matter ....Pages 527-527
A Prediction Framework for Fast Sparse Triangular Solves (Najeeb Ahmad, Buse Yilmaz, Didem Unat)....Pages 529-545
Multiprecision Block-Jacobi for Iterative Triangular Solves (Fritz Goebel, Hartwig Anzt, Terry Cojean, Goran Flegar, Enrique S. Quintana-Ortí)....Pages 546-560
Efficient Ephemeris Models for Spacecraft Trajectory Simulations on GPUs (Fabian Schrammel, Florian Renk, Arya Mazaheri, Felix Wolf)....Pages 561-577
Parallel Finite Cell Method with Adaptive Geometric Multigrid (S. Saberi, A. Vogel, G. Meschke)....Pages 578-593
Front Matter ....Pages 595-595
cuDTW++: Ultra-Fast Dynamic Time Warping on CUDA-Enabled GPUs (Bertil Schmidt, Christian Hundt)....Pages 597-612
Heterogeneous CPU+iGPU Processing for Efficient Epistasis Detection (Rafael Campos, Diogo Marques, Sergio Santander-Jiménez, Leonel Sousa, Aleksandar Ilic)....Pages 613-628
SYCL-Bench: A Versatile Cross-Platform Benchmark Suite for Heterogeneous Computing (Sohan Lal, Aksel Alpay, Philip Salzmann, Biagio Cosenza, Alexander Hirsch, Nicolai Stawinoga et al.)....Pages 629-644
Back Matter ....Pages 645-646