Conducting Reproducible Research with Umbrella: Tracking, Creating, and Preserving Execution Environments Haiyan Meng, University of Notre Dame; Alexander Vyushkov, University of Notre Dame; Matthias Wolf, University of Notre Dame; Anna Woodard, University of Notre Dame; Douglas Thain, University of Notre Dame

Fast Window Aggregate on Array Database by Recursive Incremental Computation Li Jiang, Google; Hideyuki Kawashima, University of Tsukuba; Osamu Tatebe, University of Tsukuba

MOHA: Many-Task Computing meets the Big Data Platform Jik-Soo Kim, KISTI; Cao Nguyen, KISTI & UST; Soonwook Hwang, KISTI & UST

ExTASY: Scalable and Flexible Coupling of Molecular Simulations and Advanced Sampling Techniques Vivekanandan Balasubramanian, Electrical and Computer Engineering, Rutgers University; Iain Bethune, EPCC, The University of Edinburgh; Ardita Shkurti, School of Pharmacy, The University of Nottingham; Elena Breitmoser, EPCC, The University of Edinburgh; Cecilia Clementi, Department of Chemistry, Rice University; Eugen Hruska, School of Pharmacy, The University of Nottingham; Charles Laughton, School of Pharmacy, The University of Nottingham; Shantenu Jha, Rutgers

Automatic Glomerulus Extraction in Whole Slide Images Towards Computer Aided Diagnosis Yan Zhao, University of Illinois Urbana-Champaign; Edgar Black, University of Illinois Urbana-Champaign; Luigi Marini, University of Illinois Urbana-Champaign; Kenton McHenry, University of Illinois Urbana-Champaign; Norma Kenyon, University of Miami; Rachana Patil, University of Illinois at Chicago; Amelia Bartholomew, University of Illinois at Chicago

Representation of continuously changing data over time and space: Modeling the shape of spatiotemporal phenomena Jose Moreira, University of Aveiro; Paulo Dias, University of Aveiro; António Amaral, University of Aveiro

Converting Scripts into Reproducible Workflow Research Objects Lucas Augusto Carvalho, University of Campinas; Khalid Belhajjame, Paris Dauphine University; Claudia Bauzer Medeiros, University of Campinas

Using LSTM Recurrent Neural Networks to Predict Excess Vibration Events in Aircraft Engines AbdElRahman ElSaid, University of North Dakota; Travis Desell, University of North Dakota; James Higgins, University of North Dakota; Brandon Wild, University of North Dakota

Starting Workflow Tasks Before They’re Ready Wladislaw Gusew, Humboldt University of Berlin; Björn Scheuermann, Humboldt University of Berlin

Cooperative Human-Machine Data Extraction from Biological Collections Icaro Alzuru, University of Florida; José Fortes, University of Florida; Andréa Matsunaga, Advanced Computing and Information Systems Laboratory (UF); Maurício Tsugawa, Advanced Computing and Information Systems Laboratory (UF)

Datatrack: An R package for managing data in a multi-stage experimental workflow Philip Eichinski, Queensland University of Technology; Paul Roe, QUT

An n-gram cache for large-scale parallel extraction of multiword relevant expressions with LocalMaxs Carlos Goncalves, Instituto Superior de Engenharia de Lisboa; Joaquim Silva, NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa; Jose Cunha, NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa

A Framework for Scientific Workflow Reproducibility in the Cloud Rawaa Qasha, Newcastle University; Jacek Cala, Newcastle University; Paul Watson, Newcastle University

Data-oriented neuron classification from their parts Evelyn Cervantes, IME USP; Cesar Henrique Comin, IFSC – USP; Luciano da Fontoura Costa, IFSC – USP; Roberto Cesar, USP

Prediction of workflow execution time using provenance traces: practical applications in medical data processing Hugo Hiden, Newcastle university; Simon Woodman, Newcastle university; Paul Watson, Newcastle University

Prune: A Preserving Run Environment for Reproducible Scientific Computing Peter Ivie, University of Notre Dame; Douglas Thain, University of Notre Dame

Developing a Citizen Science Web Portal for Manual and Automated Ecological Image Detection Marshall Mattingly, University of North Dakota; Travis Desell, University of North Dakota

A parallel microsimulation package for modelling cancer screening policies Andreas Karlsson, Department of Medical Epidemiology and Biostatistics, Karolinska Institutet; Niten Olofsson, Karolinska Institutet; Combitech; Erwin Laure, KTH/PDC; Mark Clements, Karolinska Institutet

A Machine Learning Analysis of Twitter Sentiment to the Sandy Hook Shootings Nan Wang, Queen’s University Belfast; Blesson Varghese, Queen’s University Belfast; Peter Donnelly, University of Toronto

Campus Compute Co-operative (CCC): A Service Oriented Cloud Federation Andrew Grimshaw, University of Virginia; Md Anindya Prodhan, University of Virginia; Alexander Thomas, University of Virginia; Craig Stewart, Indiana University; Richard Knepper, Indiana University

Detecting Wildlife in Uncontrolled Outdoor Video using Convolutional Neural Networks Connor Bowley, UND; Travis Desell, University of North Dakota

Improving Data Provenance Reconstruction via a Multi-Level Funneling Approach Subha Vasudevan, University of Washington Bothell; William Pfeffer, University of Washington Bothell; Delmar Davis, University of Washington Bothell; Hazeline Asuncion, University of Washington Bothell

A fast algorithm for neutrally-buoyant Lagrangian floats in numerical ocean modeling Renske Gelderloos, Johns Hopkins University; Alex Szalay, Johns Hopkins University; Thomas Haine, Johns Hopkins University; Gerard Lemson, JHU

Globus Auth: A Research Identity and Access Management Platform Steven Tuecke, Computation Institute; Rachana Ananthakrishnan, Computation Institute; Kyle Chard, Computation Institute; Mattias Lidman, Computation Institute; Brendan McCollam, Computation Institute; Stephen Rosen, Computation Institute; Ian Foster, Computation Institute

Albatross: an Efficient Cloud-enabled Task Scheduling and Execution Framework using Distributed Message Queues Iman Sadooghi, Illinois Institute of Technology; Geet Kumar, Illinois Institute of Technology; Ke Wang, Intel; Dongfang Zhao, PNNL; Tonglin Li, Oakridge National Laboratory; Ioan Raicu, Illinois Institute of Technology

Data Management and Simulation Support for Design of Carbon Capture Devices You-Wei Cheah, Lawrence Berkeley National Laboratory; Deb Agarwal, Berkeley Labs; Joshua Boverhof, Berkeley Labs; Abdelrahman Elbashandy, Berkeley Labs; John Eslick, NETL; David Miller, NETL; Jim Leek, Lawrence Livermore National Laboratory; Thomas Epperly, Lawrence Livermore National Laboratory

A Hybrid Approach to Population Construction For Agricultural Agent-Based Simulation Peng Chen, Indiana University; Tom Evans, Indiana University; Michael Frisby, Indiana University; Eduardo Izquierdo, Indiana University; Beth Plale, Indiana University

Management, Analysis, and Visualization of Experimental and Observational Data — The Convergence of Data and Computing E. Wes Bethel, Lawrence Berkeley National Laboratory; Martin Greenwald, Massachusetts Institute of Technology; Stefan Wild, Argonne National Laboratory; Manish Parashar, Rutgers State University of New Jersey; Kerstin Kleese van Dam, Brookhaven National Laboratory; Steven Wiley, Pacific Northwest National Laboratory

Applying Data Mining Methods for the Analysis of Stable Isotope Data in Bioarchaeology Markus Mauder, Ludwig-Maximilians-Univeristät München; Eirini Ntoutsi, Leibniz Universität Hannover; Peer Kroger, Ludwig-Maximilians-Univeristät München; Christoph Mayr, Friedrich-Alexander Universität Erlangen-Nürnberg; Gisela Grupe, Ludwig-Maximilians-Universität München; Anita Toncala, Ludwig-Maximilians-Universität München; Stefan Hölzl, RiesKraterMuseum Nördlingen

DOT-K: A Distributed Online Top-K Elements Algorithm using Extreme Value Statistics Nicholas Carey, Johns Hopkins University; Tamas Budavari, JHU; Yanif Ahmad, JHU; Alex Szalay, Johns Hopkins University

Accelerating Data-Driven Discovery With Scientific Asset Management Robert Schuler, USC Information Sciences Institute; Carl Kesselman, USC Information Sciences Institute; Karl Czajkowski, USC Information Sciences Institute

Generating Knowledge Networks from Phenotypic Descriptions Fagner Pantoja, University of Campinas; Andre Santanche, University of Campinas; Patrícia Cavoto, University of Campinas; Julios dos Reis, University of Campinas

Budget Distribution Strategies for Scientific Workflow Scheduling in Commercial Clouds Vahid Arabnejad, Victoria University of Wellington; Kris Bubendorfer, Victoria University of Wellington; Bryan Ng, Victoria University of Wellington

Privacy-protected Social Media User Trajectories Calibration Shuo Wang, University of Melbounre; Richard Sinnott, University of Melbourne; Surya Nepal, CSIRO

Leveraging Burst Buffer Coordination to Prevent I/O Interference Anthony Kougkas, Illinois Institute of Technology; Mathieu Dorier, Argonne National Laboratory; Rob Latham, Argonne National Laboratory; Rob Ross, Argonne National Laboratory; Xian-He Sun, Illinois Institute of Technology

Plans and Performances: Parallels in the Production of Science and Music David De Roure, University of Oxford; Graham Klyne, University of Oxford; Kevin Page, University of Oxford; John Pybus, University of Oxford; David Weigl, University of Oxford; Pip Willcox, University of Oxford; Matthew Wilcoxson, University of Oxford