2nd International Workshop on Software Architecture Challenges in Big Data
The 2nd International Workshop on Software Architectures Challenges in Big Data (SACBD) is organized by the Big Data Value Association (BDVA) as part of the European Conference on Software Architecture (ECSA, https://ecsa2019.univ-lille.fr/home). The objective of this workshop is to provide a forum for discussing all aspects of the software architecture challenges of big data systems. The workshop welcomes the contributions of practitioners and researchers alike.
Technical issues and challenges related to software architecture are well covered by the European Big Data Value Strategic Research and Innovation Agenda. Such software architecture trends are facilitating new data-driven operations and services which are at the core of the new economy revolving around big data value. As organizations become more and more data-centric, they need to re-design their software architectures accordingly. This affects not only the architecture design but also its implementation and non-functional aspects. This situation creates a need for new methods and tools to design and reason about software architectures in Big Data scenarios and paves the way for various research directions. How to design software architectures when dealing with Big Data? Which are the typical architectural patterns? How to assess the performance or the privacy risk of Big Data architectures? This workshop will focus on these and many others aspects of software architectures in the Big Data era.
Keynote talk of Laure Le Bars (BDVA vice-president and Research Project Director at SAP Research & Innovation)
Measuring Performance Quality Scenarios in Big Data Analytics Applications: A DevOps and Domain-Specific Model Approach
by Camilo Castellanos, Carlos A. Varela, and Dario Correal
Presentation available here
Towards an Architecture for Big Data Analytics Leveraging Edge/Fog Paradigms
by Josu Díaz-de-Arcaya, Raúl Miñón, and Ana I. Torre-Bastida
Presentation available here
Big Data from the Cloud to the Edge: The Aggregate Computing Solution
by Shaukat Ali, Ferruccio Damiani, Schahram Dustdar, Marialuisa Sanseverino, Mirko Viroli, and Danny Weyns.
Presentation available here
Round-table discussion & closing
Call for papers already closed
Topics of interest
The workshop solicits papers on all aspects of software architecture for big data. Topics of interest include, but are not limited to:
- Software architectures in genuine big data scenarios
- Architectural patterns for big data
- Architectures of big data systems (e.g., Spark, Flink, Hadoop)
- Integration of Big Data systems with other business systems
- Non-functional requirements (e.g., performance, security, privacy, reliability)
- Combining big data with IoT, HPC, cloud computing, fog computing
- Applying machine learning to big data scenarios, big data integration with artificial intelligence
- Fostering business with big data and analytics
Original, high-quality papers are solicited, from researchers and practitioners alike. Both full papers (maximum 8 pages) and short papers (maximum 4 pages) will be considered. All papers must be written in English and follow the ACM formatting instructions and templates for conference papers, as specified under https://www.acm.org/publications/icps-instructions/. Independently from the length, several types of papers will be considered (experience reports, new approaches, review or analysis of existing approaches, empirical studies, theoretical results, negative results, position papers, vision papers). The contribution of a paper must be commensurate with its length.
Submitted papers must be original, not submitted and not published elsewhere. Accepted papers will be published in the ECSA companion proceedings in the ACM Digital Library. Papers must be submitted in PDF using the online submission system under the following link: https://easychair.org/conferences/?conf=sacbd2019.
All submissions will be reviewed by at least three members of the program committee. Paper acceptance will be based on originality, significance, technical soundness, clarity of presentation, and relevance to the workshop topics.
The workshop is part of the European Conference on Software Architectures (ECSA), the premier European software architecture conference, providing researchers, practitioners and educators with a platform to present and discuss the most recent, innovative and significant findings and experiences in the field of software architecture research and practice. The 13th European Conference on Software Architecture (ECSA 2019) will be held on 9-13 September 2019 in Paris, France at FIAP Jean Monnet.
The workshop will take place on 9th September 2019 in the afternoon in Paris, right before the main ECSA conference.
At least one author of each accepted paper must register, attend the workshop, and present the work. Registration is subject to the terms, conditions and procedure of the ECSA 2019 conference.
- Zoltán Ádám Mann (paluno – the Ruhr Institute for Software Technology, University of Duisburg-Essen, Germany).
- Daniel Alonso Román (Technology Institute of Valencia, Spain)
- Michele Guerriero (Politecnico di Milano, Italy).
- Alessandra Bagnato (Softeam, France)
- Ali Serdar Atalay, BitNet, Turkey
- Peter Baumann, Jacobs University Bremen, Germany
- Arne Berre, SINTEF, Norway
- David Bowden, DELL, Ireland
- Sergio Campos, Tecnalia Research & Innovation, Spain
- Alexandru Costan, IRISA / INSA Rennes, France
- Carlos E. Cuesta, Universidad Rey Juan Carlos, Spain
- Alfredo Cuzzocrea, University of Trieste, Italy
- Elisabetta Di Nitto, Politecnico di Milano, Italy
- Omar Elloumi, Nokia Bell Labs, Ireland
- Ibai Laña, Tecnalia, Spain
- Daphne Lopez, Vellore Institute of Technology, India
- Andreas Metzger, University of Duisburg-Essen, Germany
- Ignacio Olabarrieta Palacios, Tecnalia, Spain
- Diego Perez-Palacin, Linnaeus University, Sweden
- Zoheir Sabeur, Bournemouth University, UK
- Andrey Sadovykh, Innopolis University, Russia
- Angel Serrano Sánchez de León, Universidad Rey Juan Carlos, Spain
- Damian Andrew Tamburri, Technical University of Eindhoven, Netherlands
- Ana Isabel Torre, Tecnalia, Spain
- Anwar Vahed, Meraka Institute, South Africa
- Juan Manuel Vara, Universidad Rey Juan Carlos, Spain