Table of Contents

• The Future of Deep Learning: Challenges & SolutionsMark Robins. [doi]
• Runtime Aware ArchitecturesMateo Valero. [doi]
• Stream Drive: A Dynamic Dataflow Framework For Clustered Embedded ArchitecturesArthur Stoutchinin, Luca Benini. 1-8 [doi]
• Quality Optimization of Resilient Applications under Temperature ConstraintsHeng Yu, Yajun Ha, Jing Wang. 9-16 [doi]
• DYCE: A Resilient Shared Memory Paradigm for Heterogenous Distributed Systems without Memory CoherenceUlrich Finkler, Hubertus Franke, David S. Kung. 17-26 [doi]
• RAGuard: A Hardware Based Mechanism for Backward-Edge Control-Flow IntegrityJun Zhang, Rui Hou, Junfeng Fan, Ke Liu, Lixin Zhang, Sally A. McKee. 27-34 [doi]
• SGXKernel: A Library Operating System Optimized for Intel SGXHongliang Tian, Yong Zhang, Chunxiao Xing, Shoumeng Yan. 35-44 [doi]
• Data mining the memory access stream to detect anomalous application behaviorFrancis B. Moreira, Matthias Diener, Philippe O. A. Navaux, Israel Koren. 45-52 [doi]
• Boda: A Holistic Approach for Implementing Neural Network ComputationsMatthew W. Moskewicz, Ali Jannesari, Kurt Keutzer. 53-62 [doi]
• Finding Maximum Cliques on a Quantum AnnealerGuillaume Chapuis, Hristo Djidjev, Georg Hahn, Guillaume Rizk. 63-70 [doi]
• An Ensemble Model for Diabetes Diagnosis in Large-scale and Imbalanced DatasetXun Wei, Fan Jiang, Feng Wei, Jiekui Zhang, Weiwei Liao, Shaoyin Cheng. 71-78 [doi]
• Self-Sustainability in Nano Unmanned Aerial Vehicles: A Blimp Case StudyDaniele Palossi, Andres Gomez, Stefan Draskovic, Kevin Keller, Luca Benini, Lothar Thiele. 79-88 [doi]
• Data Analytics with NVLink: An SpMV Case StudyDaniele Buono, Fausto Artico, Fabio Checconi, Jee W. Choi, Xinyu Que, Lars Schneidenbach. 89-96 [doi]
• An Enhanced Image Reconstruction Tool for Computed Tomography on CPUsXiaodong Yu, Hao Wang, Wu-chun Feng, Hao Gong, Guohua Cao. 97-106 [doi]
• GPU-UniCache: Automatic Code Generation of Spatial Blocking for Stencils on CPUsKaixi Hou, Hao Wang, Wu-chun Feng. 107-116 [doi]
• High Performance Coordinate Descent Matrix Factorization for Recommender SystemsXi Yang, Jianbin Fang, Jing Chen, Chengkun Wu, Tao Tang, Kai Lu. 117-126 [doi]
• Vectorization of Hybrid Breadth First Search on the Intel Xeon PhiMireya Paredes, Graham D. Riley, Mikel Luján. 127-135 [doi]
• Recommending Resources to Cloud Applications based on Custom Templates CompositionRonny Bazan Antequera, Prasad Calyam, Arjun Ankathatti Chandrashekara, Shivoam Malhotra. 136-145 [doi]
• Advanced Manufacturing Collaboration in a Cloud-based App MarketplaceAmit Rama Akula, Prasad Calyam, Ronny Bazan Antequera, Raymond E. Leto. 146-155 [doi]
• Understanding the I/O Behavior of Desktop Applications in VirtualizationYan Sui, Chun Yang, Xu Cheng. 156-163 [doi]
• Work Stealing in a Shared Virtual-Memory Heterogeneous Environment: A Case Study with Betweenness CentralityShuai Che, Marc S. Orr, Jonathan Gallmeier. 164-173 [doi]
• Designing Scalable Distributed Memory Models: A Case StudyJoshua Landwehr, Joshua Suetterlein, Joseph B. Manzano, Andrès Márquez, Kevin J. Barker, Guang R. Gao. 174-182 [doi]
• Trading Fault Tolerance for Performance in AN EncodingNorman A. Rink, Jerónimo Castrillón. 183-190 [doi]
• ExanaDBT: A Dynamic Compilation System for Transparent Polyhedral Optimizations at RuntimeYukinori Sato, Tomoya Yuki, Toshio Endo. 191-200 [doi]
• Task-parallel Runtime System Optimization Using Static Compiler AnalysisPeter Thoman, Peter Zangerl, Thomas Fahringer. 201-210 [doi]
• Exploring the Performance Limits of Out-of-order CommitMehdi Alipour, Trevor E. Carlson, Stefanos Kaxiras. 211-220 [doi]
• Optimizing memory affinity with a hybrid compiler/OS approachMatthias Diener, Eduardo H. M. Cruz, Marco Antonio Zanata Alves, Edson Borin, Philippe O. A. Navaux. 221-229 [doi]
• BC-AMAT: Considering Blocked Time in Memory System MeasurementQi Yu, Libo Huang, Cheng Qian, Zhiying Wang. 230-236 [doi]
• Optimal On-Line Computation of Stack Distances for MIN and OPTGianfranco Bilardi, Kattamuri Ekanadham, Pratap Pattnaik. 237-246 [doi]
• Analytical Performance Modeling and Validation of Intel's Xeon Phi ArchitectureSudheer Chunduri, Prasanna Balaprakash, Vitali A. Morozov, Venkatram Vishwanath, Kalyan Kumaran. 247-250 [doi]
• Using Personality Metrics to Improve Cache Interference Management in Multicore ProcessorsMwaffaq Otoom, Aamer Jaleel, Pedro Trancoso. 251-254 [doi]
• Selective off-loading to Memory: Task Partitioning and Mapping for PIM-enabled Heterogeneous SystemsDawen Xu, Yi Liao, Ying Wang, Huawei Li, Xiaowei Li. 255-258 [doi]
• Large-Scale Plant Classification with Deep Neural NetworksIgnacio Heredia. 259-262 [doi]
• Software-defined networks in large-scale radio telescopesP. Chris Broekema, Damiaan R. Twelker, Daniel C. Romão, Paola Grosso, Rob V. van Nieuwpoort, Henri E. Bal. 263-266 [doi]
• Evolution of Friendship: a case study of MobiCliqueJooyoung Lee, Konstantin Lopatin, Rasheed Hussain, Waqas Nawaz. 267-270 [doi]
• A Large-Scale Malleable Tsunami Simulation Realized on an Elastic MPI InfrastructureAo Mo-Hellenbrand, Isaías A. Comprés Ureña, Oliver Meister, Hans-Joachim Bungartz, Michael Gerndt, Michael Bader. 271-274 [doi]
• Peak load optimization through 2-dimensional packing and multi-processor real-time schedulingDaniele De Martini, Guido Benetti, Filippo Cipolla, Davide Caprino, Marco L. Della Vedova, Tullio Facchinetti. 275-278 [doi]
• Cloud Workload Prediction by Means of SimulationsGabor Kecskemeti, Attila Kertész, Zsolt Németh. 279-282 [doi]
• Hardware Support for Secure Stream Processing in Cloud EnvironmentsJeff Anderson, Tarek A. El-Ghazawi. 283-286 [doi]
• Let's Go: a Data-Driven Multi-Threading SupportAlberto Scionti, Somnath Mazumdar. 287-290 [doi]
• Brain-Inspired Memory Architecture for Sparse Nonlocal and Unstructured WorkloadsYasunao Katayama. 291-294 [doi]
• CAROL-FI: an Efficient Fault-Injection Tool for Vulnerability Evaluation of Modern HPC Parallel AcceleratorsDaniel A. G. de Oliveira, Vinicius Fratin, Philippe Olivier Alexandre Navaux, Israel Koren, Paolo Rech. 295-298 [doi]
• BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paperTim Llewellynn, M. del Milagro Fernández-Carrobles, Oscar Déniz, Samuel Fricker, Amos Storkey, Nuria Pazos, Gordana Velikic, Kirsten Leufgen, Rozenn Dahyot, Sebastian Koller, Georgios Goumas, Peter Leitner, Ganesh Dasika, Lei Wang, Kurt Tutschku. 299-304 [doi]
• Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited PaperAlessandra Bagnato, Regina Krisztina Bíró, Dario Bonino, Claudio Pastrone, Wilfried Elmenreich, René Reiners, Melanie Schranz, Edin Arnautovic. 305-312 [doi]
• HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited PaperRubén Salvador, Samuel Ortega, Daniel Madroñal, Himar Fabelo, Raquel Lazcano, Gustavo Marrero Callicó, Eduardo Juárez, Roberto Sarmiento, César Sanz. 313-318 [doi]
• Social Engineering 2.0: A Foundational Work: Invited PaperDavide Ariu, Enrico Frumento, Giorgio Fumera. 319-325 [doi]
• Center for High-Performance Reconfigurable Computing (CHREC): A Ten-Year OdysseyW. Feng, A. George, H. Lamm, M. Wirthlin. 326-327 [doi]
• Designing and Programming the Configurable CloudAndrew Putnam. 328 [doi]
• ARM HPC Ecosystem and the Reemergence of Vectors: Invited PaperAlejandro Rico, José A. Joao, Chris Adeniyi-Jones, Eric Van Hensbergen. 329-334 [doi]
• Extending the comfort zone: DAVIDEFabrizio Magugliani. 335 [doi]
• AXIOM project: from applied research towards embedded systemsDavide Catani. 336 [doi]
• Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor ManufacturingDimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom. 338-342 [doi]
• Big Data Analytics on Large-Scale Scientific Datasets in the INDIGO-DataCloud ProjectSandro Fiore, Cosimo Palazzo, Alessandro D'Anca, Donatello Elia, Elisa Londero, Cristina Knapic, Stephen Monna, Nicola M. Marcucci, Fernando Aguilar, Marcin Plóciennik, Jesús E. Marco De Lucas, Giovanni Aloisio. 343-348 [doi]
• Sorting big data on heterogeneous near-data processing systemsErik Vermij, Leandro Fiorin, Christoph Hagleitner, Koen Bertels. 349-354 [doi]
• Finding the Critical Sampling of Big DatasetsJosé Silva, Bernardete Ribeiro, Andrew H. Sung. 355-360 [doi]
• An Empirical Comparison of Stream Clustering AlgorithmsMatthias Carnein, Dennis Assenmacher, Heike Trautmann. 361-366 [doi]
• Addressing Hadoop's Small File Problem With an Appendable Archive File FormatThomas Renner, Johannes Müller, Lauritz Thamsen, Odej Kao. 367-372 [doi]
• Improving Error Resilience Analysis Methodology of Iterative Workloads for Approximate ComputingG. A. Gillani, Anndré B. J. Kokkeler. 374-379 [doi]
• Instruction level energy model for the Adapteva Epiphany multi-core processorGabriel Ortiz, Lars J. Svensson, Erik Alveflo, Per Larsson-Edefors. 380-384 [doi]
• On Learning the Energy Model of an MPSoC for Convex OptimizationErwan Nogues, Daniel Ménard, Alexandre Mercat, Maxime Pelcat. 385-390 [doi]
• DCT Learning-Based Hardware Design for Neural Signal Acquisition SystemsCosimo Aprile, Johannes Wüthrich, Luca Baldassarre, Yusuf Leblebici, Volkan Cevher. 391-394 [doi]
• Private inter-network routing for Wireless Sensor Networks and the Internet of ThingsPaolo Palmieri 0001, Luca Calderoni, Dario Maio. 396-401 [doi]
• Using Tweaks To Design Fault Resistant Ciphers (Full Version)Sikhar Patranabis, Debapriya Basu Roy, Debdeep Mukhopadhyay. 402-408 [doi]
• Design of S-boxes Defined with Cellular Automata RulesStjepan Picek, Luca Mariot, Bohan Yang 0001, Domagoj Jakobovic, Nele Mentens. 409-414 [doi]
• DPA on hardware implementations of Ascon and KeyakNiels Samwel, Joan Daemen. 415-424 [doi]
• Do we need a holistic approach for the design of secure IoT systems?Mauro Conti, Giorgio Di Natale, Annelie Heuser, Thomas Pöppelmann, Nele Mentens. 425-430 [doi]