| Vol-1800 urn:nbn:de:0074-1800-6 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# WORKS 2016
Workflows in Support of Large-Scale Science

### Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science
co-located with The International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2016)

### Salt Lake City, Utah, USA, November 14, 2016.

Edited by

### Sandra Gesing *
Rizos Sakellariou **

* University of Notre Dame, Center for Research Computing, Notre Dame, IN 46556, USA
** University of Manchester, School of Computer Science, Manchester M13 9PL, UK

## Table of Contents

- Preface

### Session 1: Workflows and Optimization

- Using Scientific Workflows for Science and Engineering Optimisation (keynote) 1-3
  David Abramson
- SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments 4-14
  Bruno Silva, Marco Netto, Renato Cunha

### Session 2: Automation of Workflows

- Using Simple PID Controllers to Prevent and Mitigate Faults in Scientific Workflows 15-24
  Rafael Ferreira Da Silva, Rosa Filgueira, Ewa Deelman, Erola Pairo-Castineira, Ian Michael Overton, Malcolm Atkinson
- Towards Serverless Execution of Scientific Workflows - HyperFlow Case Study 25-33
  Maciej Malawski

### Session 3: Advancing data-intensive workflows

- Energy-efficient Mapping of Big Data Workflows under Deadline Constraints 34-43
  Tong Shu, Chase Wu
- Online Input Data Reduction in Scientific Workflows 44-53
  Renan Souza, Vitor Silva, Alvaro L G A Coutinho, Patrick Valduriez, Marta Mattoso

### Session 4: Advancing data-intensive workflows (lightning talks)

- Lessons Learned from Applying Big Data Paradigms to Large Scale Scientific Workflows 54-58
  Silvina Caino-Lores, Andrei Lapin, Peter Kropf, Jesus Carretero
- Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows 59-63
  Vitor Silva, Leonardo Neves, Renan Souza, Alvaro Coutinho, Daniel de Oliveira, Marta Mattoso
- Applications of the FACE-IT Data Science Portal and Workflow Engine for Operational Food Quality Prediction and Assessment: Mussel Farm Monitoring in the Bay of Napoli, Italy 64-68
  Raffaele Montella, Alison Brizius, Diana Di Luccio, Cheryl Porter, Joshua Elliot, Ravi Madduri, David Kelly, Angelo Riccio, Ian Foster
- Performance Characterization of Scientific Workflows for the Optimal Use of Burst Buffers 69-73
  Christopher S. Daley, Devarshi Ghoshal, Glenn K. Lockwood, Sudip Dosanjh, Lavanya Ramakrishnan, Nicholas J. Wright

2017-02-20: submitted by Sandra Gesing, metadata incl. bibliographic data published under Creative Commons CC0
2017-02-28: published on CEUR-WS.org |valid HTML5|