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Software Engineering for Automotive Systems: A Roadmap

Alexander Pretschner, Manfred Broy, Ingolf H. Kruger, Thomas Stauner
2007 Future of Software Engineering (FOSE '07)  
Alexander has organized several workshops in the field of software engineering for automotive systems. Ingolf H. Krüger holds a Ph.  ...  Alexander Pretschner is a senior researcher at ETH Zürich, Switzerland, currently concentrating on model-based testing and distributed usage control. He holds master!  ...  The first author would like to thank Manuel Hilty for comments on a draft version of this article.  ... 
doi:10.1109/fose.2007.22 dblp:conf/icse/PretschnerBKS07 fatcat:hczbanxcvnb7fdmlzs2fqutnmi

SOFTWARE TRACEABILITY: A ROADMAP [chapter]

GEORGE SPANOUDAKIS, ANDREA ZISMAN
2005 Handbook Of Software Engineering And Knowledge Engineering  
In general, the objective of traceability is to improve the quality of software systems.  ...  In this article, we present a roadmap of research and practices related to software traceability and identify issues that are still open for further research.  ...  The approach has been evaluated in case studies for a family of software-intensive TV systems and for a university course management system.  ... 
doi:10.1142/9789812775245_0014 fatcat:s7bmefpvjvgltis3nhp3zbhuvi

Software analysis: a roadmap

Daniel Jackson, Martin Rinard
2000 Proceedings of the conference on The future of Software engineering - ICSE '00  
information as expressed in modelling languages.  ...  their own when a particular design of the system as a collection of interacting components must be evaluated.  ... 
doi:10.1145/336512.336545 dblp:conf/icse/JacksonR00 fatcat:alcqm3nqi5adjfofyfvtnprmwa

A research roadmap towards achieving scalability in model driven engineering

Dimitrios S. Kolovos, Massimo Tisi, Jordi Cabot, Louis M. Rose, Nicholas Matragkas, Richard F. Paige, Esther Guerra, Jesús Sánchez Cuadrado, Juan De Lara, István Ráth, Dániel Varró
2013 Proceedings of the Workshop on Scalability in Model Driven Engineering - BigMDE '13  
As Model-Driven Engineering (MDE) is increasingly applied to larger and more complex systems, the current generation of modelling and model management technologies are being pushed to their limits in terms  ...  Achieving scalability in modelling and MDE involves being able to construct large models and domain-specific languages in a systematic manner, enabling teams of modellers to construct and refine large  ...  Model-Driven Engineering (MDE) is a software engineering methodology that attempts to reduce the accidental complexity [1] of software systems by promoting models that focus on the essential complexity  ... 
doi:10.1145/2487766.2487768 dblp:conf/staf/KolovosRMPGCLRV13 fatcat:5lq2n7asefakldihccsp6ghuwu

Towards a Roadmap on Software Engineering for Responsible AI [article]

Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Zhenchang Xing
2022 arXiv   pre-print
To close the gap in operationalizing responsible AI, this paper aims to develop a roadmap on software engineering for responsible AI.  ...  The roadmap focuses on (i) establishing multi-level governance for responsible AI systems, (ii) setting up the development processes incorporating process-oriented practices for responsible AI systems,  ...  Before deploying AI systems in real-world, it is important to perform system-level simulation to understand the behavior of AI systems and evaluate ethical quality attributes in a cost-effective way. ethical  ... 
arXiv:2203.08594v1 fatcat:b47ffuu6pfb2bh4humtgjaujtu

Sustainable automated data recovery: a research roadmap

Jeroen van den Bos
2017 Proceedings of the 1st ACM SIGSOFT International Workshop on Software Engineering and Digital Forensics - SERF 2017  
In order to progress to a long-term sustainable approach to automated data recovery, this paper proposes a partitioning into manual, custom, formalized and self-improving approaches.  ...  This means more data to handle and a larger amount of different types of traces to recover and consider in digital forensic investigations.  ...  When a custom approach leads to the application of a language-based, generative or model-driven approach, it is described as formalized.  ... 
doi:10.1145/3121252.3121254 dblp:conf/sigsoft/Bos17 fatcat:uavg5vgn6ngprn343h2yajzuvi

Model-driven Development of Complex Software: A Research Roadmap

Robert France, Bernhard Rumpe
2007 Future of Software Engineering (FOSE '07)  
The term Model-Driven Engineering (MDE) is typically used to describe software development approaches in which abstract models of software systems are created and systematically transformed to concrete  ...  In this paper we give an overview of current research in MDE and discuss some of the major challenges that must be tackled in order to realize the MDE vision of software development.  ...  Acknowledgments: Robert France's work on this paper was supported by a Lancaster University project VERA: Verifiable Aspect Models for Middleware Product Families, funded by the UK Engineering and Physical  ... 
doi:10.1109/fose.2007.14 dblp:conf/icse/FranceR07 fatcat:tc5qew5tp5effn2zvkf44h7xoa

Software Engineering for Self-Adaptive Systems: A Second Research Roadmap [chapter]

Rogério de Lemos, Holger Giese, Hausi A. Müller, Mary Shaw, Jesper Andersson, Marin Litoiu, Bradley Schmerl, Gabriel Tamura, Norha M. Villegas, Thomas Vogel, Danny Weyns, Luciano Baresi (+30 others)
2013 Lecture Notes in Computer Science  
This paper complements and extends a previous roadmap on software engineering for self-adaptive systems published in 2009 covering a different set of topics, and reflecting in part on the previous paper  ...  Instead of dealing with a wide range of topics associated with the field, we focus on four essential topics of self-adaptation: design space for self-adaptive solutions, software engineering processes  ...  Some of these implications constitute challenges that arise from requirements engineering, and model-driven engineering.  ... 
doi:10.1007/978-3-642-35813-5_1 fatcat:b3ppcqf5wzaglcxqho5gqqmaxy

A Roadmap for Big Model [article]

Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han (+88 others)
2022 arXiv   pre-print
We introduce 16 specific BM-related topics in those four parts, they are Data, Knowledge, Computing System, Parallel Training System, Language Model, Vision Model, Multi-modal Model, Theory&Interpretability  ...  With the rapid development of deep learning, training Big Models (BMs) for multiple downstream tasks becomes a popular paradigm.  ...  There are also some other studies concerning reference-free machine translation evaluation. [1307] propose to train a quality estimation model which takes in source-language inputs and system outputs  ... 
arXiv:2203.14101v4 fatcat:rdikzudoezak5b36cf6hhne5u4

A roadmap for traffic engineering in SDN-OpenFlow networks

Ian F. Akyildiz, Ahyoung Lee, Pu Wang, Min Luo, Wu Chou
2014 Computer Networks  
Moreover, open research issues for the realization of SDN traffic engineering solutions are discussed in detail. j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / c o m n  ...  the enormous traffic and resource information efficiently in the entire network when the SDN is deployed.  ...  Acknowledgment The authors would like to thank Caterina Scoglio, Mehmet Can Vuran, Eylem Ekici, and Xudong Wang, for their valuable comments and suggestions to improve the quality of the paper.  ... 
doi:10.1016/j.comnet.2014.06.002 fatcat:krslqjw5prbbhnsvplmnez3omi

A Roadmap For Big Data Incorporating Both The Research Roadmap And The Policy Roadmap: Byte Policy And Research Roadmap

Stéphane Grumbach, Aurélien Faravelon, Martí Cuquet, Anna Fensel, Scott Cunningham, Rachel Finn
2017 Zenodo  
A roadmap for big data incorporating both the research roadmap and the policy roadmap: BYTE Policy and Research Roadmap. Deliverable D6.1 BYTE Project  ...  and knowledge), and furthermore ensures veracity (quality and credibility) of the original data and the acquired information, that demand cost-effective, novel forms of data and information processing  ...  To facilitate the discoverability of already existing data, there is a need to develop search engines for datasets that include quality ranking, similar to how websites are ranked.  ... 
doi:10.5281/zenodo.1195744 fatcat:aqpyxix3crawhpheliz3v33kye

The quest for Ubiquity: A roadmap for software and systems traceability research

O. Gotel, J. Cleland-Huang, J. Huffman Hayes, A. Zisman, A. Egyed, P. Grunbacher, G. Antoniol
2012 2012 20th IEEE International Requirements Engineering Conference (RE)  
A continuing discussion of the community has resulted in the research roadmap of this paper.  ...  Traceability underlies many important software and systems engineering activities, such as change impact analysis and regression testing.  ...  ACKNOWLEDGMENTS The authors thank the participants of the workshops in which the traceability challenges were explored (at NASA's IV&V facility in 2006 and in Kentucky in 2007), and also thank NASA and  ... 
doi:10.1109/re.2012.6345841 dblp:conf/re/GotelCHZEGA12 fatcat:7imyr4ye5jbuxha5a2h67ojlt4

A Roadmap and Some Directions Towards the Engineering of Interactive Systems Deployable in Safety Critical Contexts

David Navarre, Philippe A. Palanque, Célia Martinie
2019 ACM SIGCHI Symposium on Engineering Interactive Computing System  
In [14] authors report how action theory model can be used to design and evaluate modelling tools but only for notations based on Petri nets. Supporting developer's tasks In [17] , Brad A.  ...  Lastly, interactive systems are currently of very low quality and exhibit defects and failure at a very high rate.  ... 
dblp:conf/eics/NavarrePM19 fatcat:mbh2pogcbvafhjmlgw6yl4v5ri

Software architecture and mobility: A roadmap

Nenad Medvidovic, George Edwards
2010 Journal of Systems and Software  
Modern software-intensive systems are characterized not only by the movement of data, as has been the case in traditional distributed systems, but also by the movement of users, devices, and code.  ...  Developing effective, efficient, and dependable systems in the mobile setting is challenging. Existing architectural principles need to be adapted and novel architectural paradigms devised.  ...  to a particular system within that context, and (3) elicit beneficial qualities in each resulting system.  ... 
doi:10.1016/j.jss.2009.11.004 fatcat:el6liwqdn5ejxfzbepeoquxb2i

A toxicology ontology roadmap
EN

Barry Hardy
2012 ALTEX: Alternatives to Animal Experimentation  
Undertaking under grant agreement n° 115002, resources of which are composed of financial contribution from the European Union̓s Seventh Framework Programme (FP7/2007(FP7/ -2013 and eFPIA companies' in  ...  prediction in toxicology will harness an increase in the development and application of complex computer-based models and systems in toxicology, including modeling of structure-activity relationships,  ...  Critical validation should be an inherent part of any model building activity; the more transparent the model, the closer we are to being able to carry out a proper scientific evaluation.  ... 
doi:10.14573/altex.2012.2.129 pmid:22562486 fatcat:fhz6mn32zbcsfoz2vqv4uc6d4q
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