Table of Contents

• MLNoC: A Machine Learning Based Approach to NoC DesignNishant Rao, Akshay Ramachandran, Amish Shah. 1-8 [doi]
• ADeLe: Rapid Architectural Simulation for Approximate HardwareIsaias B. Felzmann, Matheus Martins Susin, Liana Duenha, Rodolfo Azevedo, Lucas Francisco Wanner. 9-16 [doi]
• From Java to FPGA: An Experience with the Intel HARP SystemPedro Caldeira, Jeronimo Costa Penha, Lucas Bragança, Ricardo Ferreira, José Augusto Miranda Nacif, Renato Ferreira, Fernando Magno Quintão Pereira. 17-24 [doi]
• Online Detection of Spectre Attacks Using Microarchitectural Traces from Performance CountersCongmiao Li, Jean-Luc Gaudiot. 25-28 [doi]
• DOACROSS Parallelization Based on Component Annotation and Loop-Carried ProbabilityLuis Mattos, Divino Cesar S. Lucas, Juan Salamanca 0001, Joao P. L. de Carvalho, Marcio Machado Pereira, Guido Araujo. 29-32 [doi]
• Scheduling Independent Stochastic Tasks Under Deadline and Budget ConstraintsLouis-Claude Canon, Aurelie Kong Win Chang, Yves Robert, Frédéric Vivien. 33-40 [doi]
• Adaptive Scheduling of Collocated Applications Using a Task-Based Runtime SystemJirí Dokulil, Siegfried Benkner. 41-48 [doi]
• A Batch Task Migration Approach for Decentralized Global ReschedulingVinicius Freitas, Alexandre de L. Santana, Márcio Bastos Castro, Laércio Lima Pilla. 49-56 [doi]
• Exploring Power Budget Scheduling Opportunities and Tradeoffs for AMR-Based ApplicationsYubo Qin, Ivan Rodero, Pradeep Subedi, Manish Parashar, Sandro Rigo. 57-64 [doi]
• EASE: Energy Efficiency and Proportionality Aware Virtual Machine SchedulingCongfeng Jiang, Yumei Wang, Dongyang Ou, Yeliang Qiu, Youhuizi Li, Jian Wan, Bing Luo, Weisong Shi, Christophe Cérin. 65-68 [doi]
• Energy - Efficient IaaS-PaaS Co-Design for Flexible Cloud Deployment of Scientific ApplicationsDavid Guyon, Anne-Cécile Orgerie, Christine Morin. 69-76 [doi]
• Frequency Selection Approach for Energy Aware Cloud DatabaseChaopeng Guo, Jean-Marc Pierson. 77-84 [doi]
• Network-Aware Energy-Efficient Virtual Machine Management in Distributed Cloud Infrastructures with On-Site Photovoltaic ProductionBenjamin Camus, Fanny Dufossé, Anne Blavette, Martin Quinson, Anne-Cécile Orgerie. 86-92 [doi]
• A Novel Broker-Based Hierarchical Authentication Scheme in Proxy Mobile IPv6 NetworksSu-Hwan Jang, Jongpil Jeong, Byungjun Park. 93-96 [doi]
• Designing a Parallel Memory-Aware Lattice Boltzmann Algorithm on Manycore SystemsYuankun Fu, Feng Li, Fengguang Song, Luoding Zhu. 97-106 [doi]
• A New Efficient Parallel Algorithm for Minimum Spanning TreeJucele Franca de Alencar Vasconcellos, Edson Norberto Cáceres, Henrique Mongelli, Siang Wun Song. 107-114 [doi]
• Exploring Self-Adaptivity Towards Performance and Energy for Time-Stepping MethodsNatalia Kalinnik, Robert Kiesel, Thomas Hauber, Marcel Richter, Gudula Rünger. 115-123 [doi]
• Predicting the Reliability Behavior of HPC ApplicationsDaniel Oliveira, Francis Birck Moreira, Paolo Rech, Philippe Olivier Alexandre Navaux. 124-131 [doi]
• Variable-Size Batched Condition Number Calculation on GPUsHartwig Anzt, Jack J. Dongarra, Goran Flegar, Thomas Grützmacher. 132-139 [doi]
• Towards a Single-Host Many-GPU SystemMing-Hung Chen, I-Hsin Chung, Bülent Abali, Paul Crumley. 140-147 [doi]
• Exploiting Limited Access Distance for Kernel Fusion Across the Stages of Explicit One-Step Methods on GPUsMatthias Korch, Tim Werner. 148-157 [doi]
• Balancing Load of GPU Subsystems to Accelerate Image Reconstruction in Parallel Beam TomographySuren Chilingaryan, Evelina Ametova, Andreas Kopmann, Alessandro Mirone. 158-166 [doi]
• Performance Prediction of GPU-Based Deep Learning ApplicationsEugenio Gianniti, Li Zhang 0002, Danilo Ardagna. 167-170 [doi]
• Polyhedral Dataflow Programming: A Case StudyRomain Fontaine, Laure Gonnord, Lionel Morel. 171-179 [doi]
• Enabling Efficient Job Dispatching in Accelerator-Extended Heterogeneous Systems with Unified Address SpaceGeorge Kornaros, Marcello Coppola. 180-188 [doi]
• Phase-Based Data Placement Scheme for Heterogeneous Memory SystemsMohammad Laghari, Najeeb Ahmad, Didem Unat. 189-196 [doi]
• Exploiting Compute Caches for Memory Bound Vector OperationsJoao Vieira, Nuno Roma, Pedro Tomás, Paolo Ienne, Gabriel Falcão Paiva Fernandes. 197-200 [doi]
• Exploring the Potential of Next Generation Software-Defined in Memory FrameworksShouwei Chen, Ivan Rodero. 201-208 [doi]
• Towards Green Scientific Data Compression Through High-Level I/O InterfacesYevhen Alforov, Thomas Ludwig 0002, Anastasiia Novikova, Michael Kuhn 0003, Julian M. Kunkel. 209-216 [doi]
• Improving the Performance of Fog Computing Through the Use of Data LocalityLuiz Angelo Steffenel. 217-224 [doi]
• ECHOFS: A Scheduler-Guided Temporary Filesystem to Leverage Node-Local NVMSAlberto Miranda, Ramon Nou, Toni Cortes. 225-228 [doi]
• A Jaccard Weights Kernel Leveraging Independent Thread Scheduling on GPUsHartwig Anzt, Jack J. Dongarra. 229-232 [doi]
• Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline ModelMarkus Wittmann, Georg Hager, Radim Janalik, Martin Lanser, Axel Klawonn, Oliver Rheinbach, Olaf Schenk, Gerhard Wellein. 233-241 [doi]
• Predicting the Performance Impact of Increasing Memory Bandwidth for Scientific WorkflowsNelson Mimura Gonzalez, José R. Brunheroto, Fausto Artico, Yoonho Park, Tereza Cristina M. B. Carvalho, Charles Christian Miers, Maurício Aronne Pillon, Guilherme Piegas Koslovski. 242-249 [doi]
• Mainstream vs. Emerging HPC: Metrics, Trade-Offs and Lessons LearnedMilan Radulovic, Kazi Asifuzzaman, Darko Zivanovic, Nikola Rajovic, Guillaume Colin de Verdière, Dirk Pleiter, Manolis Marazakis, Nikolaos D. Kallimanis, Paul M. Carpenter, Petar Radojkovic, Eduard Ayguadé. 250-257 [doi]
• Assessing Time Predictability Features of ARM Big. LITTLE MulticoresGabriel Fernandez, Francisco J. Cazorla, Jaume Abella, Sylvain Girbal. 258-261 [doi]
• Adaptive Partitioning for Iterated Sequences of Irregular OpenCL KernelsPierre Huchant, Denis Barthou, Marie Christine Counilh. 262-265 [doi]
• Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things DevicesFabiola Martins Campos de Oliveira, Edson Borin. 266-273 [doi]
• Runtime Management of Data Quality for Scientific Observatories Using Edge and In-Transit ResourcesAli Reza Zamani, Daniel Balouek-Thomert, Juan J. Villalobos, Ivan Rodero, Manish Parashar. 274-281 [doi]
• A Fault-Tolerant Agent-Based Architecture for Transient Servers in Fog ComputingJose Pergentino Araujo Neto, Donald M. Pianto, Célia Ghedini Ralha. 282-289 [doi]
• Large Scale Language Modeling: Converging on 40GB of Text in Four HoursRaul Puri, Robert Kirby, Nikolai Yakovenko, Bryan Catanzaro. 290-297 [doi]
• Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUsGuojing Cong, Giacomo Domeniconi, Joshua Shapiro, Fan Zhou, Barry Chen. 298-305 [doi]
• An Argument in Favor of Strong Scaling for Deep Neural Networks with Small DatasetsRenato L. de F. Cunha, Eduardo R. Rodrigues, Matheus Palhares Viana, Dário Augusto Borges Oliveira. 306-313 [doi]
• Deep Learning on Large-Scale Muticore ClustersKazumasa Sakivama, Shinpei Kato, Yutaka Ishikawa, Atsushi Hori, Abraham Monrroy. 314-321 [doi]
• On the Resilience of RTL NN Accelerators: Fault Characterization and MitigationBehzad Salami 0001, Osman S. Unsal, Adrián Cristal Kestelman. 322-329 [doi]
• T-SNE-CUDA: GPU-Accelerated T-SNE and its Applications to Modern DataDavid M. Chan, Roshan Rao, Forrest Huang, John F. Canny. 330-338 [doi]
• HyperSpace: Distributed Bayesian Hyperparameter OptimizationM. Todd Young, Jacob Hinkle, Arvind Ramanathan, Ramakrishnan Kannan. 339-347 [doi]
• A Machine Learning Approach for Parameter Screening in Earthquake SimulationMarisol Monterrubio Velasco, Jose Carlos Carrasco-Jimenez, Octavio Castillo Reyes, Fernando M. Cucchietti, Josep de la Puente. 348-355 [doi]
• A Case Study on Optimizing Accurate Half Precision AverageKenny Peou, Alan Kelly, Joel Falcou, Cecile Germain. 356-363 [doi]
• Optimization of a Sparse Grid-Based Data Mining Kernel for Architectures Using AVX-512Paul-Cristian Sarbu, Hans-Joachim Bungartz. 364-371 [doi]
• Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip PackageMatheus A. Souza, Lucas A. Maciel, Pedro Henrique Penna, Henrique C. Freitas. 372-379 [doi]
• Performance Comparison of a Parallel Recommender Algorithm Across Three Hadoop-Based FrameworksChristina Diedhiou, Bryan Carpenter, Aamir Shafi, Soumabha Sarkar, Ramazan Esmeli, Ryan Gadsdon. 380-387 [doi]
• Effect of Network Topology on the Performance of ADMM-Based SVMsShirin Tavara, Alexander Schliep. 388-393 [doi]
• High-Performance Ensembles of Online Sequential Extreme Learning Machine for Regression and Time Series ForecastingLuis Fernando L. Grim, Andre Leon S. Gradvohl. 394-401 [doi]
• Design Space Exploration of Energy Efficient NoC-and Cache-Based Many-Core ArchitectureMatheus A. Souza, Henrique C. Freitas, Jean-François Méhaut. 402-409 [doi]
• Highly Scalable Stencil-Based Matrix-Free Stochastic Estimator for the Diagonal of the InverseFabio Verbosio, Jurai Kardos, Mauro Bianco, Olaf Schenk. 410-419 [doi]
• A Scalability and Sensitivity Study of Parallel Geometric Algorithms for Graph PartitioningShad Kirmani, Hongyang Sun, Padma Raghavan. 420-427 [doi]
• Automatic Ray-Tracer Cloud Offloading in OPENMPMatheus Mortatti, Hervé Yviquel, Guido Araujo. 428-435 [doi]
• Evaluation of an OPENMP Parallelization of Lucas-Kanade on a NUMA-ManycoreOlfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni. 436-441 [doi]
• Automated GPU Grid Geometry Selection for OPENMP KernelsTaylor Lloyd, Artem Chikin, Sanket Kedia, Dhruv Jain, José Nelson Amaral. 442-449 [doi]
• Hybrid MPI+openMP Implementation of eXtended Discrete Element MethodAbdoul Wahid Mainassara Checkaraou, Alban Rousset, Xavier Besseron, Sébastien Varrette, Bernhard Peters. 450-457 [doi]
• Impacts of Three Soft-Fault Models on Hybrid Parallel Asynchronous Iterative MethodsEvan Coleman, Erik Jensen, Masha Sosonkina. 458-465 [doi]
• Scaling and Optimizing the Gysela Code on a Cluster of Many-Core ProcessorsGuillaume Latu, Yuuichi Asahi, Julien Bigot, Tamas B. Fehér, Virginie Grandgirard. 466-473 [doi]