ECSA 2023
Mon 18 - Fri 22 September 2023 Istanbul, Turkey
Fri 22 Sep 2023 15:20 - 15:35 at Mavi Salon - Dependability Chair(s): Martina De Sanctis

Technology developments in artificial intelligence (AI) are extremely active. Be-hind the ethical controversy of generative AI in society, a shift in AI frameworks is taking place and it attracts attention in open source software (OSS) community. This research proposes a methodology to identify the next OSS in order to make data-driven decisions about OSS, using data from AI frameworks. The method-ology identifies OSS repositories whose development rises and falls are linked, not only by correlation, but also by taking the contributors involved in the two repositories as causal relationships. In this research, a relationship that rises and falls together is called complementary OSS and a relationship that rises and falls in opposite directions is called substitute OSS. As a result, It turns out that both PyTorch and TensorFlow continue to grow together. Pieces of supportive OSS were identified for both complementary and substitute OSS, rather than OSS that were complete replacements. This will contribute to identifying the next OSS with higher accuracy.

Fri 22 Sep

Displayed time zone: Athens change

14:00 - 15:35
DependabilityResearch Papers / Industry Program at Mavi Salon
Chair(s): Martina De Sanctis Gran Sasso Science Institute
14:00
25m
Full-paper
A Graph-based Java Projects Representation for Antipatterns DetectionFull Paper
Research Papers
Roberta Capuano University of L'Aquila, Italy, Henry Muccini University of L'Aquila, Italy
14:25
25m
Full-paper
Architecture-based Attack Path Analysis for Identifying Potential Security IncidentsFull Paper
Research Papers
Walter Maximilian Karlsruhe Institute of Technology (KIT), Robert Heinrich Karlsruhe Institute of Technology, Ralf Reussner Karlsruhe Institute of Technology (KIT) and FZI - Research Center for Information Technology (FZI)
14:50
15m
Short-paper
Guidance Models for Designing Big Data Cyber Security Analytics SystemsShort Paper
Research Papers
Faheem Ullah , Muhammad Ali Babar University of Adelaide
15:05
15m
Short-paper
Parallel and Distributed Architecture for Multilingual Open Source Intelligence SystemsShort Paper
Industry Program
Alper Karamanlioglu HAVELSAN, Middle East Technical University, Gökhan Yurtalan HAVELSAN, Meltem Yılmaz HAVELSAN, Yahya Bahadır Karataş HAVELSAN, Abdullah Doğan HAVELSAN
15:20
15m
Short-paper
Substitute and Complementary Open Source Software in Artificial Intelligence FrameworksShort Paper
Industry Program