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2021 IEEE 17th International Conference on eScience (eScience)

Sept. 20 2021 to Sept. 23 2021

Innsbruck, Austria

ISBN: 978-1-6654-0361-0

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-11
Message from the eScience 2021 ChairsFreely available from IEEE.pp. 12-13
Program CommitteeFreely available from IEEE.pp. 14-15
Steering CommitteeFreely available from IEEE.pp. 16-16
Message from the ReWorDS 2021 OrganizersFreely available from IEEE.pp. 17-18
KeynotesFull-text access may be available. Sign in or learn about subscription options.pp. 19-22
Using Nanopublications to Detect and Explain Contradictory Research ClaimsFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Imran Asif, Ilaria Tiddi, Alasdair J. G. Gray
Ensemble Labeling towards Scientific Information Extraction (ELSIE)—Blob ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 11-20
by Erin Murphy, Alexander Rasin, Jacob Furst, Daniela Raicu, Roselyne Tchoua
Extending defoe for the Efficient Analysis of Historical Texts at ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 21-29
by Rosa Filgueira, Claire Grover, Vasilios Karaiskos, Beatrice Alex, Sarah Van Eyndhoven, Lisa Gotthard, Melissa Terras
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid CloudsFull-text access may be available. Sign in or learn about subscription options.pp. 30-39
by Renato L. F. Cunha, Lucas C. Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto
Serverless Containers – Rising Viable Approach to Scientific WorkflowsFull-text access may be available. Sign in or learn about subscription options.pp. 40-49
by Krzysztof Burkat, Maciej Pawlik, Bartosz Balis, Maciej Malawski, Karan Vahi, Mats Rynge, Rafael Ferreira da Silva, Ewa Deelman
Traffic, Earthquakes and Evacuations : A Data Driven Multi-disciplinary Simulation FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 50-59
by Mohsen Sichani, Kris Bubendorfer, Richard Arnold
Compound Segmentation via Clustering on Mol2Vec-based EmbeddingsFreely available from IEEE.pp. 60-69
by Daniyal Kazempour, Anna Beer, Melanie Oelker, Peer Kröger, Thomas Seidl
Analyzing Big Environmental Audio with Frequency Preserving AutoencodersFull-text access may be available. Sign in or learn about subscription options.pp. 70-79
by Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe
EPI Framework: Approach for Traffic Redirection Through Containerised Network FunctionsFull-text access may be available. Sign in or learn about subscription options.pp. 80-89
by Jamila Alsayed Kassem, Onno Valkering, Adam Belloum, Paola Grosso
Porting Real-World Applications to GPU Clusters: A Celerity and Cronos Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 90-98
by Philipp Gschwandtner, Ralf Kissmann, David Huber, Philip Salzmann, Fabian Knorr, Peter Thoman, Thomas Fahringer
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern CaliforniaFull-text access may be available. Sign in or learn about subscription options.pp. 99-107
by Bo Feng, Geoffrey C. Fox
Distributed Spatiotemporal Distance Join for Trajectory DataFull-text access may be available. Sign in or learn about subscription options.pp. 108-117
by Guang Yang, Thomas Heinis
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 InstancesFull-text access may be available. Sign in or learn about subscription options.pp. 118-127
by Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy, Christian Timmerer, Radu Prodan
Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science DataFull-text access may be available. Sign in or learn about subscription options.pp. 128-137
by Matthew I. Swindall, Gregory Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin
Edge-to-cloud Virtualized Cyberinfrastructure for Near Real-time Water Quality Forecasting in Lakes and ReservoirsFull-text access may be available. Sign in or learn about subscription options.pp. 138-148
by Vahid Daneshmand, Adrienne Breef-Pilz, Cayelan C. Carey, Yuqi Jin, Yun-Jung Ku, Kensworth C. Subratie, R. Quinn Thomas, Renato J. Figueiredo
Leveraging Machine Learning to Detect Data Curation ActivitiesFull-text access may be available. Sign in or learn about subscription options.pp. 149-158
by Sara Lafia, Andrea Thomer, David Bleckley, Dharma Akmon, Libby Hemphill
WfChef: Automated Generation of Accurate Scientific Workflow GeneratorsFull-text access may be available. Sign in or learn about subscription options.pp. 159-168
by Tainã Coleman, Henri Casanova, Rafael Ferreira da Silva
Historic Twitter Mining: A Case Study Aiming to Identify and Capture the Social Media Network Activities of People who Died by SuicideFull-text access may be available. Sign in or learn about subscription options.pp. 169-176
by Richard O. Sinnott, Phillip Law, Jane Pirkis, Lay San Too, Sadia Waleem, Allan Wu
SAMPRA: Scalable Analysis, Management, Protection of Research ArtifactsFull-text access may be available. Sign in or learn about subscription options.pp. 177-185
by Patrick G. Bridges, Zeinab Akhavan, Jonathan Wheeler, Hussein Al-Azzawi, Orlando Albillar, Grace Faustino
KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 186-195
by Lanyu Shang, Christina Youn, Yuheng Zha, Yang Zhang, Dong Wang
Accelerating complex modeling workflows in CyberWater using on-demand HPC/Cloud resourcesFull-text access may be available. Sign in or learn about subscription options.pp. 196-205
by Feng Li, Ranran Chen, Yuankun Fu, Fengguang Song, Yao Liang, Isuru Ranawaka, Sudhakar Pamidighantam, Daniel Luna, Xu Liang
Extreme Scale Survey Simulation with Python WorkflowsFull-text access may be available. Sign in or learn about subscription options.pp. 206-214
by Antonia Sierra Villarreal, Yadu Babuji, Tom Uram, Daniel S. Katz, Kyle Chard, Katrin Heitmann
An Empirical Study of Package Dependencies and Lifetimes in Binder Python ContainersFull-text access may be available. Sign in or learn about subscription options.pp. 215-224
by Tim Shaffer, Kyle Chard, Douglas Thain
FPCA emulation of cosmological simulationsFull-text access may be available. Sign in or learn about subscription options.pp. 225-226
by Miguel Conceição, Alberto Krone-Martins, Antonio da Silva
Expanding IceCube GPU computing into the CloudsFull-text access may be available. Sign in or learn about subscription options.pp. 227-228
by Igor Sfiligoi, Shava Smallen, Frank Würthwein, Nicole Wolter, David Schultz, Benedikt Riedel
Enabling microbiome research on personal devicesFull-text access may be available. Sign in or learn about subscription options.pp. 229-230
by Igor Sfiligoi, Daniel McDonald, Rob Knight
Extracting Stances on Pandemic Measures from Social Media DataFull-text access may be available. Sign in or learn about subscription options.pp. 231-232
by Erik Tjong Kim Sang, Shihan Wang, Marijn Schraagen, Mehdi Dastani
Towards Making Fusion Data FAIRFull-text access may be available. Sign in or learn about subscription options.pp. 233-234
by David Coster, Shaun de Witt, Iraklis Klampanos, Marcin Plociennik, Andreas Ikonomopoulos, Frederic Imbeaux, Nathan Cummings, Michal Owsiak, Agata Filipczak, Bartosz Bosak, Stasinos Konstantopoulos, Pär Strand
Modeling of interruptions in computer network on control of non-zero minimum of capacityFull-text access may be available. Sign in or learn about subscription options.pp. 235-236
by Marina Yashina, Alexander Tatashev, Ivan Kuteynikov
Ultrafast Focus Detection for Automated MicroscopyFull-text access may be available. Sign in or learn about subscription options.pp. 237-238
by Maksim Levental, Ryan Chard, Kyle Chard, Ian Foster, Gregg A. Wildenberg
HTCondor data movement at 100 GbpsFull-text access may be available. Sign in or learn about subscription options.pp. 239-240
by Igor Sfiligoi, Frank Würthwein, Thomas DeFanti, John Graham
Neural Network Based Molecular Dynamics Simulations of Sputtering ProcessesFull-text access may be available. Sign in or learn about subscription options.pp. 241-242
by Shokirbek Shermukhamedov, Michael Probst, Lei Chen
Gold Panning: Automatic Extraction of Scientific Information from PublicationsFull-text access may be available. Sign in or learn about subscription options.pp. 243-244
by Zhi Hong, Kyle Chard, Ian Foster
Software and Data Provenance as a Basis for eScience WorkflowFull-text access may be available. Sign in or learn about subscription options.pp. 245-246
by Joseph Conquest, Michael Stiber
A Roadmap to Robust Science for High-throughput Applications: The Scientists’ PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 247-248
by M. Taufer, E. Deelman, R. Ferreira da Silva, T. Estrada, M. Hall
A Case Study in Scientific Reproducibility from the Event Horizon Telescope (EHT)Full-text access may be available. Sign in or learn about subscription options.pp. 249-250
by R. Ketron, J. Leonard, B. Roachell, R. Patel, R. White, S. Caíno-Lores, N. Tan, P. Miles, K. Vahi, E. Deelman, D. Brown, M. Taufer
Federated Function as a Service for eScienceFull-text access may be available. Sign in or learn about subscription options.pp. 251-252
by Yadu Babuji, Josh Bryan, Ryan Chard, Kyle Chard, Ian Foster, Ben Galewsky, Daniel S. Katz, Zhuozhao Li
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant AutoencoderFull-text access may be available. Sign in or learn about subscription options.pp. 253-254
by Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian Foster
Optimizing Embedded Industrial Safety Systems Based on Time-of-flight Depth ImagingFull-text access may be available. Sign in or learn about subscription options.pp. 255-256
by Peter Thoman, Alexander Hirsch, Markus Wippler, Robert Hranitzky
Towards System for Knowledge Representation of Campaign ExperimentationFull-text access may be available. Sign in or learn about subscription options.pp. 257-258
by Sachtih Withana, Kshitij Mehta, Matthew Wolf, Beth Plale
Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 259-261
by Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou, Ryan Tanaka, Ewa Deelman, Michael Zink, Anirban Mandal
Rapid Prototype for Shifting HPC to the CloudFull-text access may be available. Sign in or learn about subscription options.pp. 262-263
by Sam Weekly, Zoey Mertes, Alex Younts
CrisisFlow: Multimodal Representation Learning Workflow for Crisis ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 264-266
by Patrycja Krawczuk, Shubham Nagarkar, Ewa Deelman
Enhancing Automated FaaS with Cost-aware Provisioning of Cloud ResourcesFull-text access may be available. Sign in or learn about subscription options.pp. 267-268
by Matt Baughman, Ian Foster, Kyle Chard
Towards Democratizing Modeling at ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 269-270
by Yolanda Gil, Maximiliano Osorio, Varan Ratnakar, Suzanne Pierce, Je’aime Powell, Nick Thorne, Peter Lubbs
Incorporating Artificial Intelligence into the Workflow for Calibrating a Numerical WavetankFull-text access may be available. Sign in or learn about subscription options.pp. 271-276
by Charles J Gillan, Ciaran Finnegan, Pál Schmitt
Brane: A Framework for Programmable Orchestration of Multi-Site ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 277-282
by Onno Valkering, Reginald Cushing, Adam Belloum
Capturing and Semantically Describing Provenance to Tell the Story of R ScriptsFull-text access may be available. Sign in or learn about subscription options.pp. 283-288
by Maria Luiza Mondelli, Sheeba Samuel, Birgitta König-Ries, Luiz M. R. Gadelha
Author IndexFreely available from IEEE.pp. 289-291
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