Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers (Lecture Notes in Computer Science, 11339)

This book constitutes revised selected papers from the workshops held at 24th International Conference on Parallel and Distributed Computing, Euro-Par 2018, which took place in Turin, Italy, in August 2018. The 64 full papers presented in this volume were carefully reviewed and selected from 109 submissions. Euro-Par is an annual, international conference in Europe, covering all aspects of parallel and distributed processing. These range from theory to practice, from small to the largest parallel and distributed systems and infrastructures, from fundamental computational problems to full-edged applications, from architecture, compiler, language and interface design and implementation to tools, support infrastructures, and application performance aspects. Front Matter ....Pages I-XVII Front Matter ....Pages 1-3 TPICDS: A Two-Phase Parallel Approach for Incremental Clustering of Data Streams (Ammar Al Abd Alazeez, Sabah Jassim, Hongbo Du)....Pages 5-16 Cost of Fault-Tolerance on Data Stream Processing (Valerio Vianello, Marta Patiño-Martínez, Ainhoa Azqueta-Alzúaz, Ricardo Jimenez-Péris)....Pages 17-27 Autonomic and Latency-Aware Degree of Parallelism Management in SPar (Adriano Vogel, Dalvan Griebler, Daniele De Sensi, Marco Danelutto, Luiz Gustavo Fernandes)....Pages 28-39 Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics (Atakan Aral, Ivona Brandic)....Pages 40-52 A Multi-level Elasticity Framework for Distributed Data Stream Processing (Matteo Nardelli, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti)....Pages 53-64 Front Matter ....Pages 65-68 A Resource Allocation Framework with Qualitative and Quantitative SLA Classes (Tarek Menouer, Christophe Cérin, Walid Saad, Xuanhua Shi)....Pages 69-81 Automated Multi-Swarm Networking with Open Baton NFV MANO Framework (Jun-Sik Shin, Mathias Santos de Brito, Thomas Magedanz, JongWon Kim)....Pages 82-92 The Impact of the Storage Tier: A Baseline Performance Analysis of Containerized DBMS (Daniel Seybold, Christopher B. Hauser, Georg Eisenhart, Simon Volpert, Jörg Domaschka)....Pages 93-105 Towards Vertically Scalable Spark Applications (Luciano Baresi, Giovanni Quattrocchi)....Pages 106-118 Front Matter ....Pages 119-121 Progress Thread Placement for Overlapping MPI Non-blocking Collectives Using Simultaneous Multi-threading (Alexandre Denis, Julien Jaeger, Hugo Taboada)....Pages 123-133 A Methodology for Handling Data Movements by Anticipation: Position Paper (Raphaël Bleuse, Giorgio Lucarelli, Denis Trystram)....Pages 134-145 Scalable Work-Stealing Load-Balancer for HPC Distributed Memory Systems (Clement Fontenaille, Eric Petit, Pablo de Oliveira Castro, Seijilo Uemura, Devan Sohier, Piotr Lesnicki et al.)....Pages 146-158 NUMAPROF, A NUMA Memory Profiler (Sébastien Valat, Othman Bouizi)....Pages 159-170 ASPEN: An Efficient Algorithm for Data Redistribution Between Producer and Consumer Grids (Clément Foyer, Adrian Tate, Simon McIntosh-Smith)....Pages 171-182 Front Matter ....Pages 183-186 Getting Started with CAPI SNAP: Hardware Development for Software Engineers (Lukas Wenzel, Robert Schmid, Balthasar Martin, Max Plauth, Felix Eberhardt, Andreas Polze)....Pages 187-198 Studying the Structure of Parallel Algorithms as a Key Element of High-Performance Computing Education (Vladimir Voevodin, Alexander Antonov, Nina Popova)....Pages 199-210 From Mathematical Model to Parallel Execution to Performance Improvement: Introducing Students to a Workflow for Scientific Computing (Franziska Kasielke, Ronny Tschüter)....Pages 211-221 Integrating Parallel Computing in the Curriculum of the University Politehnica of Bucharest (Mihai Carabaş, Adriana Drăghici, Grigore Lupescu, Cosmin-Gabriel Samoilă, Emil-Ioan Sluşanschi)....Pages 222-234 Front Matter ....Pages 235-237 Benefits of a Fog-to-Cloud Approach in Proximity Marketing (Antonio Salis, Glauco Mancini, Roberto Bulla, Paolo Cocco, Daniele Lezzi, Francesc Lordan)....Pages 239-250 Multi-tenant Pub/Sub Processing for Real-Time Data Streams (Álvaro Villalba, David Carrera)....Pages 251-262 A Review of Mobility Prediction Models Applied in Cloud/Fog Environments (David H. S. Lima, Andre L. L. Aquino, Marilia Curado)....Pages 263-274 An Architecture for Resource Management in a Fog-to-Cloud Framework (Souvik Sengupta, Jordi Garcia, Xavi Masip-Bruin)....Pages 275-286 Enhancing Service Management Systems with Machine Learning in Fog-to-Cloud Networks (Jasenka Dizdarević, Francisco Carpio, Mounir Bensalem, Admela Jukan)....Pages 287-298 A Knowledge-Based IoT Security Checker (Marco Anisetti, Rasool Asal, Claudio Agostino Ardagna, Lorenzo Comi, Ernesto Damiani, Filippo Gaudenzi)....Pages 299-311 MAD-C: Multi-stage Approximate Distributed Cluster-Combining for Obstacle Detection and Localization (Amir Keramatian, Vincenzo Gulisano, Marina Papatriantafilou, Philippas Tsigas, Yiannis Nikolakopoulos)....Pages 312-324 Front Matter ....Pages 325-327 A Suite of Tools for the Forensic Analysis of Bitcoin Transactions: Preliminary Report (Stefano Bistarelli, Ivan Mercanti, Francesco Santini)....Pages 329-341 On and Off-Blockchain Enforcement of Smart Contracts (Carlos Molina-Jimenez, Ellis Solaiman, Ioannis Sfyrakis, Irene Ng, Jon Crowcroft)....Pages 342-354 MaRSChain: Framework for a Fair Manuscript Review System Based on Permissioned Blockchain (Nitesh Emmadi, Lakshmi Padmaja Maddali, Sumanta Sarkar)....Pages 355-366 Tamper-Proof Volume Tracking in Supply Chains with Smart Contracts (Ulrich Gallersdörfer, Florian Matthes)....Pages 367-378 A Blockchain Based System to Ensure Transparency and Reliability in Food Supply Chain (Gavina Baralla, Simona Ibba, Michele Marchesi, Roberto Tonelli, Sebastiano Missineo)....Pages 379-391 Selecting Effective Blockchain Solutions (Carsten Maple, Jack Jackson)....Pages 392-403 Front Matter ....Pages 405-408 Evaluation Through Realistic Simulations of File Replication Strategies for Large Heterogeneous Distributed Systems (Anchen Chai, Sorina Camarasu-Pop, Tristan Glatard, Hugues Benoit-Cattin, Frédéric Suter)....Pages 409-420 Modeling and Optimizing Data Transfer in GPU-Accelerated Optical Coherence Tomography (Tobias Schrödter, David Pallasch, Sandra Wienke, Robert Schmitt, Matthias S. Müller)....Pages 421-433 A Modular Precision Format for Decoupling Arithmetic Format and Storage Format (Thomas Grützmacher, Hartwig Anzt)....Pages 434-443 Benchmarking the NVIDIA V100 GPU and Tensor Cores (Matt Martineau, Patrick Atkinson, Simon McIntosh-Smith)....Pages 444-455 SiL: An Approach for Adjusting Applications to Heterogeneous Systems Under Perturbations (Ali Mohammed, Florina M. Ciorba)....Pages 456-468 Merging the Publish-Subscribe Pattern with the Shared Memory Paradigm (Loïc Cudennec)....Pages 469-480 Towards Application-Centric Parallel Memories (Giulio Stramondo, Cătălin Bogdan Ciobanu, Ana Lucia Varbanescu, Cees de Laat)....Pages 481-493 Fast Heuristic-Based GPU Compiler Sequence Specialization (Ricardo Nobre, Luís Reis, João M. P. Cardoso)....Pages 494-505 Accelerating Online Change-Point Detection Algorithm Using 10 GbE FPGA NIC (Takuma Iwata, Kohei Nakamura, Yuta Tokusashi, Hiroki Matsutani)....Pages 506-517 OS-ELM-FPGA: An FPGA-Based Online Sequential Unsupervised Anomaly Detector (Mineto Tsukada, Masaaki Kondo, Hiroki Matsutani)....Pages 518-529 Front Matter ....Pages 531-533 The Drivers Behind Blockchain Adoption: The Rationality of Irrational Choices (Tommy Koens, Erik Poll)....Pages 535-546 Field Experiment on the Performance of an Android-Based Opportunistic Network (Andre Ippisch, Philipp Brühn, Kalman Graffi)....Pages 547-558 Distributed Computation of Mobility Patterns in a Smart City Environment (Eugenio Cesario, Franco Cicirelli, Carlo Mastroianni)....Pages 559-572 Exploiting Community Detection to Recommend Privacy Policies in Decentralized Online Social Networks (Andrea De Salve, Barbara Guidi, Andrea Michienzi)....Pages 573-584 ComeHere: Exploiting Ethereum for Secure Sharing of Health-Care Data (Matteo Franceschi, Davide Morelli, David Plans, Alan Brown, John Collomosse, Louise Coutts et al.)....Pages 585-596 Front Matter ....Pages 597-599 BaaS - Bioinformatics as a Service (Ritesh Krishna, Vadim Elisseev, Samuel Antao)....Pages 601-612 Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads (Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen)....Pages 613-625 GPU Accelerated Analysis of Treg-Teff Cross Regulation in Relapsing-Remitting Multiple Sclerosis (Marco Beccuti, Paolo Cazzaniga, Marzio Pennisi, Daniela Besozzi, Marco S. Nobile, Simone Pernice et al.)....Pages 626-637 Cross-Environment Comparison of a Bioinformatics Pipeline: Perspectives for Hybrid Computations (Nico Curti, Enrico Giampieri, Andrea Ferraro, Cristina Vistoli, Elisabetta Ronchieri, Daniele Cesini et al.)....Pages 638-649 High Performance Computing for Haplotyping: Models and Platforms (Andrea Tangherloni, Leonardo Rundo, Simone Spolaor, Marco S. Nobile, Ivan Merelli, Daniela Besozzi et al.)....Pages 650-661 Front Matter ....Pages 663-665 Effect of Spatial Decomposition on the Efficiency of k Nearest Neighbors Search in Spatial Interpolation (Naijie Fan, Gang Mei, Zengyu Ding, Salvatore Cuomo, Nengxiong Xu)....Pages 667-679 Understanding Chromatin Structure: Efficient Computational Implementation of Polymer Physics Models (Simona Bianco, Carlo Annunziatella, Andrea Esposito, Luca Fiorillo, Mattia Conte, Raffaele Campanile et al.)....Pages 680-691 Towards Heterogeneous Network Alignment: Design and Implementation of a Large-Scale Data Processing Framework (Marianna Milano, Pierangelo Veltri, Mario Cannataro, Pietro H. Guzzi)....Pages 692-703 A Parallel Cellular Automaton Model For Adenocarcinomas in Situ with Java: Study of One Case (Antonio J. Tomeu-Hardasmal, Alberto G. Salguero-Hidalgo, Manuel I. Capel)....Pages 704-715 Performance Evaluation for a PETSc Parallel-in-Time Solver Based on the MGRIT Algorithm (Valeria Mele, Diego Romano, Emil M. Constantinescu, Luisa Carracciuolo, Luisa D’Amore)....Pages 716-728 Front Matter ....Pages 729-731 Programmable HSA Accelerators for Zynq UltraScale+ MPSoC Systems (Wolfgang Bauer, Philipp Holzinger, Marc Reichenbach, Steffen Vaas, Paul Hartke, Dietmar Fey)....Pages 733-744 Service Level Objectives via C++11 Attributes (Dalvan Griebler, Daniele De Sensi, Adriano Vogel, Marco Danelutto, Luiz Gustavo Fernandes)....Pages 745-756 \(\textsc {InKS}_{\textsf {}}\), a Programming Model to Decouple Performance from Algorithm in HPC Codes (Ksander Ejjaaouani, Olivier Aumage, Julien Bigot, Michel Mehrenberger, Hitoshi Murai, Masahiro Nakao et al.)....Pages 757-768 Refactoring Loops with Nested IFs for SIMD Extensions Without Masked Instructions (Huihui Sun, Sergei Gorlatch, Rongcai Zhao)....Pages 769-781 Front Matter ....Pages 783-785 Do Moldable Applications Perform Better on Failure-Prone HPC Platforms? (Valentin Le Fèvre, George Bosilca, Aurelien Bouteiller, Thomas Herault, Atsushi Hori, Yves Robert et al.)....Pages 787-799 FINJ: A Fault Injection Tool for HPC Systems (Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi)....Pages 800-812 Performance Efficient Multiresilience Using Checkpoint Recovery in Iterative Algorithms (Rizwan A. Ashraf, Christian Engelmann)....Pages 813-825 A Lightweight Approach to GPU Resilience (Max Baird, Christian Fensch, Sven-Bodo Scholz, Artjoms Šinkarovs)....Pages 826-838 Back Matter ....Pages 839-841