Marco Capuccini

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 11

Top Topics

Cloud Infrastructure

Virtual Screening

Conformal Prediction

Top Venues

J. Cheminformatics

Publications

Ola Spjuth, Marco Capuccini, Matteo Carone, Anders Larsson, Wesley Schaal, Jon Ander Novella, Oliver Stein, Morgan Ekmefjord, Paolo Di Tommaso, Evan W. Floden, Cédric Notredame, Pablo Moreno, Andreas Hellander, Payam Emami Khoonsari, Stephanie Herman, Kim Kultima, Samuel Lampa
Approaches for containerized scientific workflows in cloud environments with applications in life science. F1000Research 10 (2021)
Jianliang Gao, Noureddin Sadawi, Ibrahim Karaman, Jake T. M. Pearce, Pablo Moreno, Anders Larsson, Marco Capuccini, Paul Elliott, Jeremy K. Nicholson, Timothy M. D. Ebbels, Robert C. Glen
Metabolomics in the Cloud: Scaling Computational Tools to Big Data. CoRR (2019)
Jon Ander Novella, Payam Emami Khoonsari, Stephanie Herman, Daniel Whitenack, Marco Capuccini, Joachim Burman, Kim Kultima, Ola Spjuth
Container-based bioinformatics with Pachyderm. Bioinform. 35 (5) (2019)
Marco Capuccini, Anders Larsson, Matteo Carone, Jon Ander Novella, Noureddin Sadawi, Jianliang Gao, Salman Toor, Ola Spjuth
On-demand virtual research environments using microservices. PeerJ Comput. Sci. 5 (2019)
Payam Emami Khoonsari, Pablo Moreno, Sven Bergmann, Joachim Burman, Marco Capuccini, Matteo Carone, Marta Cascante, Pedro de Atauri, Carles Foguet, Alejandra N. González-Beltrán, Thomas Hankemeier, Kenneth Haug, Sijin He, Stephanie Herman, David Johnson, Namrata Kale, Anders Larsson, Steffen Neumann, Kristian Peters, Luca Pireddu, Philippe Rocca-Serra, Pierrick Roger, Rico Rueedi, Christoph Ruttkies, Noureddin Sadawi, Reza M. Salek, Susanna-Assunta Sansone, Daniel Schober, Vitaly A. Selivanov, Etienne A. Thévenot, Michael van Vliet, Gianluigi Zanetti, Christoph Steinbeck, Kim Kultima, Ola Spjuth
Interoperable and scalable data analysis with microservices: applications in metabolomics. Bioinform. 35 (19) (2019)
Laeeq Ahmed, Valentin Georgiev, Marco Capuccini, Salman Zubair Toor, Wesley Schaal, Erwin Laure, Ola Spjuth
Efficient iterative virtual screening with Apache Spark and conformal prediction. J. Cheminformatics 10 (1) (2018)
Marco Capuccini, Anders Larsson, Matteo Carone, Jon Ander Novella, Noureddin Sadawi, Jianliang Gao, Salman Zubair Toor, Ola Spjuth
KubeNow: an On-Demand Cloud-Agnostic Platform for Microservices-Based Research Environments. CoRR (2018)
Marco Capuccini, Salman Zubair Toor, Staffan Arvidsson, Ola Spjuth
MaRe: Container-Based Parallel Computing with Data Locality. CoRR (2018)
Marco Capuccini, Anders Larsson, Salman Zubair Toor, Ola Spjuth
KubeNow: A Cloud Agnostic Platform for Microservice-Oriented Applications. ICCSW (2017)
Salman Zubair Toor, Mathias Lindberg, Ingemar Falman, Andreas Vallin, Olof Mohill, Pontus Freyhult, Linus Nilsson, Martin Agback, Lars Viklund, Henric Zazzik, Ola Spjuth, Marco Capuccini, Joakim Moller, Donal Murtagh, Andreas Hellander
SNIC Science Cloud (SSC): A National-Scale Cloud Infrastructure for Swedish Academia. eScience (2017)
Marco Capuccini, Laeeq Ahmed, Wesley Schaal, Erwin Laure, Ola Spjuth
Large-scale virtual screening on public cloud resources with Apache Spark. J. Cheminformatics 9 (1) (2017)
Marco Capuccini, Lars Carlsson, Ulf Norinder, Ola Spjuth
Conformal Prediction in Spark: Large-Scale Machine Learning with Confidence. BDC (2015)