Processed Manuscripts
The 2020 International Conference on High Performance Computing & Simulation
(HPCS 2020)
The 18th Annual Meeting
22 - 27 March 2021
Virtual/Online Event
http://hpcs2020.cisedu.info/ or http://conf.cisedu.info/rp/hpcs20
Technically Sponsored is Pending
HPCS 2020 Manuscripts
Accepted and Processed to Date
Invited Paper
Benchmarking the Quantum Cryptanalysis of Symmetric, Public-Key and Hash-based Cryptographic Schemes
Vlad Gheorghiu1, Michele Mosca1,2
1Institute for Quantum Computing, University of Waterloo, Ontario, Canada; 2Perimeter Institute for Theoretical Physics, Waterloo, Ontario, Canada
Regular Papers
Phase-TA: Periodicity Detection and Characterization for HPC Applications
Mathieu Stoffel1,2, Francois Broquedis1, Frederic Desprez1, Abdelhafid Mazouz2
1Universite Grenoble Alpes, Inria, CNRS, Grenoble INP, LIG, Grenoble, France; 2Atos, Grenoble, France
Optimal Configuration of High Performance Systems
Sanjeev Sondur, Anis Alazzawe, Krishna Kant
Temple University, Pennsylvania, USA
Auto-GP: A Self Tuning, Gaussian Processes based Approach for Robust Design Space Modeling
Nadheesh Jihan, Srinath Perera, Malith Jayasinghe
WSO2 (PVT) LTD, Colombo, Sri Lanka
Piecewise Linear Segmentation using Merger and MnM
Tanu Kanvar, Abha Jain
Cadence Design Systems (I) Pvt. Ltd. Noida-201305, UP, India
A Machine Learning Based Approach for Predicting the Performance of Highly-Concurrent Server Applications
Malith Jayasinghe, Suleka Helmini, Nadheesh Jihan, Krishni Hewa, Srinath Perera
WSO2 Inc., 20 Palm Grove, Colombo, Sri Lanka
Computer Vision-based Human Body Detection and Tracking Applied to Rehabilitation and Driver Monitoring
David González Ortega
University of Valladolid, Valladolid, Spain
Deep Neural Fenonic Baseform Growing: A Novel Approach to Construct HMM Topologies for Speech Recognition
Lujun Li, Xiajun Zhou, Zeen Song, Tobias Watzel, Ludwig Kürzinger, Gerhard Rigoll
Technical University of Munich, Germany
A New Symbolic Representation for Sclera Recognition
M S Maheshan, B S Harish, C K Roopa
JSS Science and Technology University, India
A Study of Checkpointing in Large Scale Training of Deep Neural Networks
Elvis Rojas1,2, Albert Njoroge Kahira3, Esteban Meneses1,4, Leonardo Bautista Gomez3, Rosa M Badia3
1Costa Rica Institute of Technology, Costa Rica; 2National University of Costa Rica, Costa Rica;
3Barcelona Supercomputing Center, Barcelona, Spain; 4Costa Rica National High Technology Center, Costa Rica
Swarm-Oriented Function Call Analyses for Heterogeneous and Deeply-stacked Deep Learning Systems
Cheng-Yueh Liu1, Ying-Chiao Liao1, Chih-Hao Wei1, Wei-Yuan Hsu1, Yi-Hong Lyu1, Chia-Heng Tu2, Shih-Hao Hung1
1National Taiwan University, Taipei, Taiwan; 2National Cheng Kung University, Tainan, Taiwan
Secure Use of Cloud Computing for Critical Infrastructures
Martin Gilje Jaatun
Sintef, Norway
Toward Fast and Accurate Polynomial Approximations for Practical Homomorphic Evaluation of Neural Network Activation Functions
Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Mikhail Babenko, Jorge M. Cortés-Mendoza, Gleb Radchenko, Arutyun Avetisyan, Alexander Yu. Drozdov
CICESE Research Center, B.C., Mexico; North-Caucasus Federal University, Russian Federation; South Ural State University, Russian Federation;
South Ural State University, Russian Federation; Ivannikov Institute for System Programming, RAS, Russian Federation;
Moscow Institute of Physics and Technology, Russian Federation
Conceptualizing a Monitoring Framework for Children's Well-being
Maria Chiara Fiorentino, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni
Università Politecnica delle Marche, Ancona, Italy
A Modular Arithmetic Approach for Runtime Stream Scheduling and Task Redistribution
Stavros Souravlas1, Sofia Anastasiadou2
1University of Macedonia, Greece; 2University of Western Macedonia, Greece
Data-centered Analysis of Physiological Metrics During a Strenuous Physical Exercise
Tomasz Wiktorski1, Magnus Bjørkavoll-Bergseth2, Stein Ørn2
1University of Stavanger, Norway; 2Stavanger University Hospital, Norway
Review of R Packages for Networks Visualization
Juan J. Cuadrado-Gallego1, Miguel A. Losada1, Cristopher Calva1, Thomas Leek2, Miguel Ángel Patricio3, José Manuel Molina3
1Universidad de Alcalá, Spain; 2University of Wisconsin-Stevens Point, USA; 3Universidad Carlos III de Madrid, Spain
Future Scientific Data Infrastructure: Towards Platform Research Infrastructure as a Service (PRIaaS)
Yuri Demchenko, Cees de Laat, Wouter Los
University of Amsterdam, The Netherlands
Measurement Model for Veracity of Big Data
Olga Ormandjieva1, Mandana Omidbakhsh2, Sylvie Trudel2
1Concordia University, Canada; 2Université du Québec à Montréal, Canada
On the Impact of Hardware Factors in Time and Cost Performance in Spark Clusters
Jairson Barbosa Rodrigues, Germano Crispim Vasconcelos, Paulo Romero Martins Maciel
Center for Informatics, Federal University of Pernambuco, Recife, Brazil
Using Genetic Algorithms for Noisy Systems’ Auto-Tuning: An Application to the Case of Burst Buffers
Sophie ROBERT1,2, Soraya ZERTAL1, Gregory VAUMOURIN2
1Atos BDS R&D Data Management, France; 2Li-PaRAD, University of Versailles, Paris, France
Serverless Machine Learning Inference
Diana M. Naranjo, Sebastian Risco, German Molto, Ignacio Blanquer
Instituto de Instrumentacion para Imagen Molecular (I3M) Centro mixto CSIC - Universitat Politecnica de Valencia, Valencia, Spain
Machine Learning for BCI Adaptation based on ALS People UX
Rim Somai1, Meriem Riahi1,2, Faouzi Moussa1
1University of Tunis El Manar, Faculty of Sciences of Tunis, Tunis, Tunisia; 2University of Tunis, ENSIT, Montfleury, Tunisia
Feeding Graph Machine Learning into the Agent Based Model for Network Analysis
Ghazal Tashakor, Alvaro Wong, Remo Suppi
Department Computer Architecture & Operating Systems, Universitat Autnoma de Barcelona, Barcelona, Spain
Mapping Matters: Application Process Mapping on 3-D Processor Topologies
Jonas H. Muller Korndorfer1, Mario Bielert2, Laercio L. Pilla3, Florina M. Ciorba1
1Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland; 2Center for Information Services and High Performance Computing (ZIH), Technische Universitat Dresden, Dresden, Germany; 3Laboratoire de Recherche en Informatique, CNRS & Universite Paris-Saclay, Orsay, France
A Resourceful Coordination Approach for Multilevel Scheduling
Ahmed Eleliemy, Florina M. Ciorba
University of Basel, Switzerland
Applying Erasure Codes on Transient Resources to Protect Intermediate Data
Zhe Zhang
Department of Computer Science, University of Nebraska − Lincoln, Nebraska, USA
Streaming Hypergraph Partitioning Algorithms on Limited Memory Environments
Fatih Tasyaran1, Berkay Demireller1, Kamer Kaya1, Bora Ucar2
1Computer Science and Engineering, Sabancı University, Istanbul, Turkey; 2CNRS and LIP, (UMR5668 Universite de Lyon, ENS Lyon, Inria, UCBL 1), France
Unconventional Computing with Membrane: Applications and Future Directions
Ravie Chandren Muniyandi
Information Science and Technology (FTSM), National University of Malaysia (UKM), Selangor, Malaysia
Spiking Neural P Systems Simulation and Verification
Raluca Lefticaru1, Marian Gheorghe1, Savas Konur1, Ionut Mihai Niculescu2 , Henry N. Adorna3
1University of Bradford, U.K.; 2University of Pitesti, Romania; 3University of Philippines Diliman, The Philippines
On Artificial Life and Emergent Computation in Physical Substrates
Kristine Heiney1, Gunnar Tufte2, Stefano Nichele1
1Oslo Metropolitan University, Norway; 2Norwegian University of Science and Technology, Norway
Enhancing Neuroimaging Dataset Pre-Processing for Dyslexia Biomarkers Segmentation and Classification
Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Md. Akizur Rahman
Research Centre for Cyber Security, Universiti Kebangsaan Malaysia (UKM), Selangor, Malaysia
A Conceptual Bio-Inspired Framework for the Evolution of Artificial General Intelligence
Sidney Pontes-Filho, Stefano Nichele
Oslo Metropolitan University, Norway
An Innovative Machine Learning Approach to Improve MPTCP Performance
Fabio Silva, Mohammed Amine Togou, Gabriel-Miro Muntean
Dublin City University, Ireland
Application of Blockchain Technology to 5G-Enabled Vehicular Networks: Survey and Future Directions
Malika Bendechache1,2, Takfarinas Saber1,3, Gabriel-Miro Muntean1,2, Irina Tal1,2
1Lero-Science Foundation Ireland Research Centre for Software, Ireland; 2Dublin City University, Ireland; 3University College Dublin, Ireland
Self-Organizing UAV Network for Remote Surveillance and Wireless Video Connectivity
Chetna Singhal, Chandana B N
Indian Institute of Technology - Kharagpur, India
A Digital Twin Framework for Predictive Maintenance in Industry 4.0
Stefan Mihai1, W. Davis1, H-V. Dang1, R. Trestian1, M. Karamanoglu1, B. Barn1, R. Prasad2, H. Venkataraman2, H-X. Nguyen1
1Middlesex University, London, U.K.; 2Indian Institute of Information Technology, Sri City, India
A Software-Defined Networks (SDN) Architecture for Large Scale IoT Networks of Smart Cities
Amir Sinaeepourfard, Levi Sørum, John Krogstie
Norwegian University of Science and Technology, Trondheim, Norway
Adaptive Space Partitioning for Parallel Bayesian Optimization
Maxime Gobert1, Jan Gmys2, Nouredine Melab2,3, Daniel Tuyttens1
1Université de Mons, Belgium; 2INRIA Lille Nord-Europe, Lille, France; 3Université de Lille/CNRS CRIStAL, France
Applying StarPU Runtime System to Scientific Applications: Experiences and Lessons Learned
Georgios Tzanos1, Vineet Soni2, Charles Prouveur2, Matthieu Haefele3, Stavroula Zouzoula4, Lazaros Papadopoulos1, Samuel Thibault5, Nicolas Vandenbergen6, Dirk Pleiter6, Dimitrios Soudris1
1National Technical University of Athens, Greece; 2Maison de la Simulation, CEA, CNRS, France; 3Universite de Pau et des Pays de l’Adour, France; 4Linkopings Universitet, Sweden; 5LaBRI, Universite de Bordeaux, France; 6JSC, Forschungszentrum Juelich, Germany
Exploiting Parallelism in the Open-Source Coluna.jl Framework
Diana A. Barros1, Guillaume Marques2, Vitor Nesello2, Cristiana Bentes3, François Vanderbeck2
1State University of Rio de Janeiro, Brazil; 2Atoptima, Atoptima, Atoptima, Brazil; 3State University of Rio de Janeiro, Brazil
Simulation of the Portals 4 Protocol, and Case Study on the BXI Interconnect
Julien Emmanuel1,2, Matthieu Moy1, Ludovic Henrio1, Grégoire Pichon2
1Universite Lyon, EnsL, UCBL, CNRS, Inria, France; 2Atos, Échirolles, France
GPU-parallel Crowd Simulation with Vulkan
Antonio Torres-Moríñigo, Miguel Á. Martínez-Del-Amor, Fernando Sancho-Caparrini
University of Seville, Spain
Modeling Weighted Round-Robin Switch Arbitration in NetFPGA-SUME Switches
Antonio Morán Muñoz1, Jesús Escudero Sahuquillo1, Pedro Javier García García1, Francisco José Quiles Flor1, Samuel Rodrigo-Mocholí2
1Universidad de Castilla-La Mancha Spain; 2Graphcore, Oslo, Norway
A Pattern-based Semantic Lifting of Cloud and HPC Applications using OWL 2 Meta-Modelling
Georgios Meditskos, Zoe Vasileiou, Anastasios Karakostas, Stefanos Vrochidis, Ioannis Kompatsiaris
Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
CONTENTO: An Open Simulator for Storage and Content Management Services in Mobile Edge Computing
Rafael Perez-Torres1, Thuy Truong2, Donagh Buckley3, Cormac J. Sreenan4
1,4School of Computer Science and Information Technology, University College Cork, Western Gateway Building, Cork, Ireland;
2,3OCTO Research Office, Dell Technologies, Ovens, Cork, Ireland
Developing an Efficient Privacy Protection Mechanism for an Automobile Quote System
Sultan Basudan
Department of Information Technology and Security, Jazan University, Jazan, Saudi Arabia
Modelling of Decentralised Blockchain Applications Development
Leo Besançon1, Parisa Ghodous1, Jean-Patrick Gelas1, Catarina Ferreira Da Silva2
1Universite Lyon, Universite Claude Bernard Lyon 1, Villeurbanne, France; 2Instituto Universitario de Lisboa (ISCTE-IUL), Lisboa, Portugal
Evaluation of Amazon Web Services for Running the NMMB-MONARCH Operational Model
Adrià Quesada i Alacid, Mario Acosta, Kim Serradell
Barcelona Supercomputing Center, Centro Nacional de Supercomputación, Barcelona, Spain
Understanding Microarchitectural Effects on the Performance of Parallel Applications
Carsten Bruns, Sid Touati
I3S laboratory / Inria and Universite Cote d’Azur, Nice, France
Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD
Miguel Pinho, Pedro Tomas, Nuno Roma
INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, Portugal
Analysis Model Characterisation for Irregular Parallel Applications
Felipe Tirado1,2, Alvaro Wong1, Dolores Rexachs1, Emilio Luque1
1Computer Architecture and Operating System Department, Universidad Autonoma de Barcelona, Barcelona, Spain;
2Departamento de Computacion e Industrias, Universidad Catolica del Maule, Talca, Chile
FAIR-Cells: An Interactive Tool for Enabling the FAIRness of Code Fragments in Jupyter Notebooks
Wilco Kruijer1, Yuandou Wang1, Spiros Koulouzis2, Na Li1, Riccardo Bianchi2, Zhiming Zhao1
1Multiscale Networked Systems (MNS), University of Amsterdam (UvA), Science Park, Amsterdam, The Netherlands;
2LifeWatch ERIC Virtual Lab and Innovation Center, Amsterdam, The Netherlands
A Generic Simulator for Edge Computing Platforms
Elias Del-Pozo, Felix Garcıa-Carballeira
Computer Science and Engineering Department, Universidad Carlos III de Madrid, Leganes, Spain
Dynamic Pricing and Spot Instance Acquisition in Public Cloud
Abadhan S. Sabyasachi1, H. M. Dipu Kabir2
1Hong Kong University of Science & Technology, Kowloon, Hong Kong; 2IISRI, Deakin University, Melbourne, Australia
Seamless Kubernetes Cluster Management in Multi-Cloud and Edge 5G Applications
Harrison Mfula1,2, Antti Yla-Jaaski2, Jukka K. Nurminen3
1Nokia Networks, Karaportti, Espoo, Finland; 2Department of Computer Science, Aalto University, Espoo, Finland;
3University of Helsinki, Helsinki, Finland
Covid-19: A Simulation-Based Architecture Proposal for IoT Application Development
Mateus Goncalo do Nascimento, Regina M. M. Braga, José Maria N. David, Mario A. R. Dantas, Fernando A. B. Colugnati
Department of Computer Science (DCC), Federal University of Juiz de Fora (UFJF), Juiz de Fora, Minas Gerais, Brazil
Portability Across Arm NEON and SVE Vector Instruction Sets using the NSIMD Library: A Case Study on a Seismic Spectral-Element Kernel
Sylvain Jubertie1, Kenny Peou2, Guillaume Quintin2, Fabrice Dupros3
1Universite d’Orleans, INSA CVL LIFO EA 4022 Orleans, France; 2Agenium Scale, Gif-sur-Yvette, France; 3ARM Inc., Sophia-Antipolis, France
Towards Performance Evaluation for Parallel Sparse Non-negative Matrix Factorization on GPU using cuBLAS Library
Hatem Moumni, Olfa Hamdi-Larbi
University of Tunis El Manar, Faculty of Sciences of Tunis, URAPOP Research Team University Campus - Manar II – Tunis, Tunisia
Experiences with Task-based Programming Using Cluster Nodes as OpenMP Devices
Ilias Kleftakis, Vassilios V. Dimakopoulos
Department of Computer Science and Engineering, University of Ioannina, Ioannina, Greece
Parallelization of Unsupervised Machine Learning Algorithm on a GPU Platform Using cuSPARSE Library
Hatem Moumni, Olfa Hamdi-Larbi
University of Tunis El Manar,Faculty of Sciences of Tunis, URAPOP Research Team University Campus - Manar II – Tunis, Tunisia
Optimization of a Radiofrequency Ablation FEM Application Using Parallel Sparse Solvers
Marcelo Cogo Miletto1, Claudio Schepke2, Lucas Mello Schnorr1
1Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; 2UNIPAMPA, Alegrete, Brazil
A Comparative Study Between Cadmium DEVS and LibCppSim
Fernando Loor1, Veronica Gil-Costa1, Gabriel Wainer2
1Departamento de Informática Universidad Nacional de San Luis San Luis, Argentina;
2Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada
Performance Comparison of Parallel Sorting Algorithms for Data-intensive Particle Simulations using OpenCL
Michael Hofmann, Ronny Kramer, Robert Kiesel, Gudula Runger, Thomas Schaller
Department of Computer Science, Chemnitz University of Technology, Chemnitz, Germany
Temporal Load Imbalance on Ondes3D Seismic Simulator for Different Multicore Architectures
Ana Luisa Veroneze Solórzano, Philippe Olivier Alexandre Navaux, Lucas Mello Schnorr
Informatics Institute (PPGC/UFRGS), Porto Alegre, Brazil
An FPGA Cached Sparse Matrix Vector Product (SpMV) for Unstructured Computational Fluid Dynamics Simulations
Guillermo Oyarzun1, Daniel Peyrolon2, Carlos Alvarez2, Xavier Martorell2
1Computer Applications in Science and Engineering, Barcelona Supercomputing Center, Spain; 2Computer Sciences, Barcelona Supercomputing Center, Barcelona, Spain
Simplifying Reductions Revisited
Sanjay Rajopadhye
Colorado State University, Colorado, USA
triSYCL for Xilinx FPGA
Andrew Gozillon1, Ronan Keryell2, Lin-Ya Yu2, Gauthier Harnisch2, Paul Keir1
1University of the West of Scotland, Scotland, U.K.; 2Xilinx, Inc., California, USA
On the Verification of Polyhedral Program Transformations
Christophe Alias1, Guillaume Iooss1, Sanjay Rajopadhye2
1INRIA, France; 2Colorado State University, Colorado, USA
Trading off Latency for Memory Bandwidth in Spatial Architectures using the Polyhedral Model
Benoît Meister
Reservoir Labs, California, USA
Designing Systems with Bayesian Optimization
Luigi Nardi
Lund University, Sweden and DAWN Lab – Stanford University, California, USA
Resource Over-commitment for HPC Cloud with Quality-of-Service Guarantees
Xiaolong Cui, Josh Simons, Na Zhang
VMware Inc., California, USA;
Network Functions in Virtualized GPU Environment
Avinash Kumar Chaurasia1, Uday Kurkure2, Hari Sivaraman2, Lan Vu2, Sairam Veeraswamy3, Bhaskar Raman1
1Indian Institute of Technology Bombay, India; 2VMware Inc., California, USA; 3Innovation Program, VMware Inc., India
The Art of Analyzing MPI Performance
Sascha Hunold
TU Wien, Austria
Acceptance Testing with Buildtest for Cori System
Shahzeb Siddiqui
Lawrence Berkeley National Laboratory (LBNL)/NERSC, California, USA
Principled Reproducibility and Benchmarking of Deep Learning Workloads
Tal Ben-Nun
Department of Computer Science, ETH Zurich, Zurich, Switzerland
From DevOps to DataOps: Cloud based Software Development and Deployment
Yuri Demchenko
Complex Cyber Infrastructure Research Group, University of Amsterdam, Amsterdam, The Netherlands
Computational Engineering - A Master Degree Course at University of Warsaw for HPC Practitioners
Piotr Bala, Hanna Szymanowska
ICM, University of Warsaw, Poland
Impact of an Online and On-campus Preparatory Course on Completion Rate of Master’s Students in Data Science,
Computer Science, and Computational Engineering
Tomasz Wiktorski
University of Stavanger, Norway
Evaluating the Performance of Speculative DOACROSS Loop Parallelization with taskloop
Juan Salamanca, Alexandro Baldassin
DEMAC – Sao Paulo State University, Brazil
Enabling Automatic OpenACC Program Parallelization Using Pure Functions
Tim Suß1, Fabian Kreppel2, Lars Nagel3
1Department of Applied Computer Science, Fulda University of Applied Sciences, Fulda, Germany;
2Department of Computer Science, Johannes Gutenberg University, Mainz, Germany;
3Department of Computer Science, Loughborough University, Loughborough, U.K.
qTESLA: Practical Implementations of a Quantum Attack Resistant Signature Scheme
Michael Burger1, Juliane Kramer2, Christian Bischof1
1Scientific Computing, TU Darmstadt, Darmstadt, Germany; 2QPC, TU Darmstadt, Darmstadt, Germany
Are Data Science Pipelines Fuzzy Queries?
Genoveva Vargas-Solar
Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG-LAFMIA, France
RUPER-LB: Load Balancing Embarrasingly Parallel Applications in Unpredictable Cloud Environments …
Vicent Giménez Alventosa, Germán Moltó Martínez, Jose Damián Segrelles Quilis
Universitat Politècnica de València (UPV), Valencia, Spain
Two Level Demand Response Planning for Retail Multi-Tenant Datacenters
Jonathan Muraña1, Sergio Nesmachnow1, Santiago Iturriaga1, Sebastián Montes de Oca1, Gonzalo Belcredi1, Pablo Monzon1, Andrei Tchernykh2
1Universidad de la República, Uruguay; 2CICESE Research Center, Mexico
QoS-Aware Flow Allocation Strategy in Software Defined Networks Based on MOCell Optimization
Jose E. Gonzalez Trejo1, Jose E. Lozano Rizk1, Raul Rivera Rodriguez1, Andrey Tchernykh1, Salvador Villarreal Reyes1, Alejandro Galaviz Mosqueda1, Juan I. Nieto Hipolito2
1CICESE Research Center, Mexico; 2Autonomous University of Baja California (UABC), Mexico
Simulation-based UAS Swarm Mobility Optimisation
Daniel H. Stolfi1, Matthias R. Brust1, Grégoire Danoy2, Pascal Bouvry2
1PCOG Group and SnT - Interdisciplinary Centre for Security, Reliability and Trust,
Université Du Luxembourg, BELVAL CAMPUS, Luxembourg; 2SnT / FSTM-DCS, University of Luxembourg Esch-sur-Alzette, Luxembourg
Evolution Control Ensemble Models for Surrogate-Assisted Evolutionary Algorithms
Guillaume Briffoteaux1, Romain Ragonnet2, Mohand Mezmaz1, Nouredine Melab3, Daniel Tuyttens1
1University of Mons, Belgium; 2Monash University, Australia; 3University of Lille, Inria Lille Nord Europe, France
Notes on Parallel Boolean Matrix Multiplication
Abdullah N. Arslan
Texas A&M University-Commerce, Texas, USA
Towards Chapel-based Exascale Tree Search Algorithms: Dealing with Multiple GPU Accelerators
Tiago Carneiro1, Nouredine Melab1,2, Akihiro Hayashi3, Vivek Sarkarx3
1INRIA Lille - Nord Europe, France; 2Universite ́ de Lille, CNRS/CRIStAL. France; 3Georgia Institute of Technology, Georgia, USA
Accelerating Operational Earth System Models: Porting Diagnostics to GPUs
Sergi Palomas, Mario C. Acosta, Stella V. Paronuzzi
Earth Science, Barcelona Supercomputing Center, Barcelona, Spain
GPU Accelerated Pedestrian Detection in the Edge
Stephen McVeigh, Carlos Reano
Queen’s University Belfast, Belfast, Northern Ireland, U.K.
Accelerating Atmospheric Models using GPU
Christian Guzman-Ruiz1, Mario C. Acosta1, Matthew Dawson1,2, Oriol Jorba1, Carlos Pérez García-Pando1, Kim Serradell1
1Earth Science Department, Barcelona Supercomputing Center (BSC), Barcelona, Spain; 2National Center for Atmospheric Research (NCAR), Boulder, Colorado, USA
Scalability of Hybrid SpMV with Hypergraph Partitioning and Vertex Delegation for Communication Avoidance
Brian A. Page, Peter M. Kogge
Department of Computer Science and Engineering, University of Notre Dame, Indiana, USA
Work In Progress
Energy-Driven Architecture Based on Graph Transformation
Basma K’hil, Samir Ben Ahmed
Computer Sciences Department, Faculty of Mathematical, Physical and Natural Sciences of Tunis, Tunis, Tunisia
Kernels: Homogeneous application programming interface for clusters and parallel computing
Ivan Petriakov, Anton Gavrikov, Ivan Gankevich
Department of Computer Modeling and Multiprocessor Systems, Saint Petersburg State University, Saint Petersburg, Russia
Doctoral Dissertation Colloquium Abstracts
JAWS – Just Another Workspace Suite: Data Orchestration for HPC Environments
Mehmet Soysal
Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Dissertation Advisor: Achim Streit
Poster Papers
A Deep Predictive Model for Tropical Cyclogenesis
Abir Mukherjee, Preeti Malakar
Department of Computer Science and Engineering, IIT Kanpur, Kanpur, India
Analyzing the Impact of MPI applications’ Parallel I/O on the Checkpoint Size
Betzabeth Leon1, Sandra Mendez2, Daniel Franco1, Dolores Rexachs1, Emilio Luque1
1Computer Architecture and Operating Systems Department, Universitat Autonoma de Barcelona Bellaterra, Barcelona, Spain;
2Computer Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona, Spain
Performance Assessment of CUDA and OpenACC in Large Scale Combustion Simulations
Guillermo Oyarzun, Daniel Mira, Guillaume Houzeaux
Computer Applications in Science and Engineering, Barcelona Supercomputing Center, Barcelona, Spain
A Case for Data-driven Scheduling in High-performance Computing
Anton Gavrikov, Ivan Petriakov, Ivan Gankevich
Saint Petersburg State University, Russian Federation
Technical Posters Abstracts
Conduit: A C++ Library for Best-Effort High Performance Computing
Matthew Andres Moreno, Santiago Rodriguez Papa, Charles Ofria
Michigan State University, Michigan, USA
Performance Analysis of OpenFOAM using GPGPU
Seoeum Han1, Hwanghui Jeong2, Bok Jik Lee1
1Seoul National University, Korea; 2NEXTfoam Co., Ltd., Korea
* Please let the Conference Program Chairs know of any changes or errors.