Workshop on Software Architecture Challenges in Big Data - SACBD@ECSA2018
Introduction
Software architecture is a critical cornerstone of the current complex software systems. This workshop aims at discuss on advanced solutions for systems involving one or several of the following technological paradigms: big data, or big data integration with cloud computing / IOT / HPC / artificial intelligence. Industrial case studies including demonstrations and applied research experiences reports for novel contributions as well as visionary papers are welcome. Overall design and performance issues and challenges are expected to be addressed. Moreover, solutions to enforce both security, transparency and ethics by design are also expected.
Venue
SACBD is co-located with ECSA2018, all information can be found here. Notice that in order to attend the workshop you will have to register.
Agenda
| 13:30-14:00 | Registration at main conference desk and Welcome Coffee at workshop room |
| 14:00-14:10 | Opening: Ana García Robles, BDVA Secretary General |
| Session 1: Software architectures in genuine big data scenarios | |
| 14:10-14:30 | Nikolay Nikolov, Michele Ciavotta and Flavio De Paoli. "Data Wrangling at Scale" |
| 14:30-14:50 | Javier Jerónimo, Angélica de Antonio and Cristian Moral. "Architectural challenges on the analysis of human behaviour in synthetic environments" |
| 14:50-15:10 | Ingo Simonis. "Container-based Architecture to Optimize the Integration of Microservices into Cloud-Based Data-Intensive Application Scenarios" |
| Session 2: Applying machine learning to big data scenarios | |
| 15:10-15:30 | Andrés Munoz Hernandez, David Scarlatti and Pablo Costas. "Real-time prediction of flight arrival times using surveillance information" |
| 15:30-16:00 | Coffee Break - ECSA 2018 Posters and Tools |
| 16:00-16:20 | Rafael P. Martínez Álvarez and Carlos Giraldo Rodríguez. "Large Scale Anomaly Detection in Data Center Logs and Metrics" |
| 16:20-16:40 | Waqas Jamil, Ngoc Canh Duong, Wenjuan Wang, Chemseddine Mansouri, Saad Mohamad and Abdelhamid Bouchachia. "Scalable Online Learning for Flink" |
| Session 3: Fostering business with big data through cloud and analytics | |
| 16:40-17:00 | Ståle Walderhaug, Per Gunnar Auran and Arne Jørgen Berre. "Towards precision fishery: standardized modelling of smart services in the fishery domain" |
| 17:00-17:20 | David Čreslovnik, Aljaž Košmerlj and Michele Ciavotta. "Using historical and weather data for marketing and category management in eCommerce" |
| 17:20-17:40 | Mayank Mishra, Shruti Kunde and Manoj Nambiar. "Cracking the Monolith: Challenges in Data Transitioning to Cloud Native Architectures" |
| 17:40-18:00 | Round Table and Closure |
Call for papers (closed)
Short papers (2-3 pages average length. 4 pages max. length) are requested. It is estimated to accept 3 papers per thematic slot, which means a maximum of 12 papers. This is a forum for discussing the different architectural challenges related to big data. Envisaged thematic slots are the following:
- software architectures in genuine big data scenarios (big data)
- combining big data and IoT and/or exploiting big data with HPC (big data integration with cloud computing / IOT / HPC)
- applying machine learning to big data scenarios (big data integration with artificial intelligence)
- fostering businesses with big data through cloud and analytics (industrial case studies, demonstrations and applied research experiences reports, visionary papers)
Submitted papers will be ranked according to the established selection criteria by the Workshop Committee. At least one author of each accepted paper must register at ECSA2018.
Important dates
- Papers submission: June 21 (Extension of deadline!)
- Acceptance notification: July 3
- Camera ready: July 12
Submission
Papers must follow the ACM formatting instructions:http://www.acm.org/publications/proceedings-template. Submission site: https://easychair.org/conferences/?conf=sacbdecsa2018.
Organisation Committee
- Daniel Alonso, ITI, Spain
- Zoltan Mann, Paluno (Uni. Duisburg-Essen), Germany
- Almudena Sánchez, GMV, Spain
Programme Committee
- César Alfaro, URJC, Spain
- Ali Serdar Atalay, Bitnet, Turkey
- Peter Baumann, rasdaman, Germany
- Arne Berre, SINTEF, Norway
- David Bowden, DELL, Ireland
- Sergio Campos, TECNALIA, Spain
- Carlos Cuesta, URJC, Spain
- Javier Del Ser, TECNALIA, Spain
- Omar Elloumi, NOKIA, Ireland
- Alberto Fernández, URJC, Spain
- Javier Gómez, URJC, Spain
- Ibai Laña, TECNALIA, Spain
- Andreas Metzger, Paluno (Uni. Duisburg-Essen), Germany
- Ignacio Olabarrieta, TECNALIA, Spain
- Angel Serrano Sánchez de León, URJC, Spain
- Ana Isabel Torre, TECNALIA, Spain
- Anwar Vahed, DIRISA, South Africa
- Juan Manuel Vara, URJC, Spain
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