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Karthik Vaidhyanathan
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Software architecture for ML-based systems: What exists and what lies ahead
H Muccini, K Vaidhyanathan
2021 IEEE/ACM 1st Workshop on AI Engineering-Software Engineering for AI …, 2021
642021
Quantitative verification-aided machine learning: A tandem approach for architecting self-adaptive IoT systems
J Cámara, H Muccini, K Vaidhyanathan
2020 IEEE International Conference on Software Architecture (ICSA), 11-22, 2020
442020
Data-driven adaptation in microservice-based iot architectures
M De Sanctis, H Muccini, K Vaidhyanathan
2020 IEEE International Conference on Software Architecture Companion (ICSA …, 2020
322020
A machine learning-driven approach for proactive decision making in adaptive architectures
H Muccini, K Vaidhyanathan
2019 IEEE international conference on software architecture companion (ICSA …, 2019
302019
Leveraging machine learning techniques for architecting self-adaptive iot systems
H Muccini, K Vaidhyanathan
2020 IEEE International Conference on Smart Computing (SMARTCOMP), 65-72, 2020
132020
Can LLMs Generate Architectural Design Decisions?-An Exploratory Empirical study
R Dhar, K Vaidhyanathan, V Varma
arXiv preprint arXiv:2403.01709, 2024
122024
Agile4MLS—Leveraging Agile Practices for Developing Machine Learning-Enabled Systems: An Industrial Experience
K Vaidhyanathan, A Chandran, H Muccini, R Roy
IEEE Software 39 (6), 43-50, 2022
102022
Human behavior-oriented architectural design
MB Abughazala, MT Moghaddam, H Muccini, K Vaidhyanathan
European Conference on Software Architecture, 134-143, 2021
82021
Towards self-adaptive machine learning-enabled systems through QoS-aware model switching
S Kulkarni, A Marda, K Vaidhyanathan
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
72023
ArchLearner: Leveraging machine-learning techniques for proactive architectural adaptation
H Muccini, K Vaidhyanathan
Proceedings of the 13th European Conference on Software Architecture-Volume …, 2019
62019
A user-driven adaptation approach for microservice-based IoT applications
M De Sanctis, H Muccini, K Vaidhyanathan
Proceedings of the 11th International Conference on the Internet of Things …, 2021
52021
A machine learning approach to service discovery for microservice architectures
M Caporuscio, M De Toma, H Muccini, K Vaidhyanathan
Software Architecture: 15th European Conference, ECSA 2021, Virtual Event …, 2021
52021
Engineering End-to-End Remote Labs using IoT-based Retrofitting
KS Viswanadh, A Gureja, N Walchatwar, R Agrawal, S Sinha, ...
arXiv preprint arXiv:2402.05466, 2024
42024
Data-driven self-adaptive architecting using machine learning
K Vaidhyanathan
Gran Sasso Science Institute, 2021
42021
Content-based 3D image retrieval using point cloud library a novel approach for the retrieval of 3D images
G Aiswarya, N Valsaraj, M Vaishak, TU Nair, V Karthik, JJ Nair
2017 international conference on communication and signal processing (ICCSP …, 2017
42017
Emoticontrol: Emotions-based Control of User-Interfaces Adaptations
M Alipour, MT Moghaddam, K Vaidhyanathan, MB Kjærgaard
Proceedings of the ACM on Human-Computer Interaction 7 (EICS), 1-29, 2023
32023
A generic approach for outlier detection in time-series data
S Suman, B Rajathilagam, K Vaidhyanathan
Indian Journal of Scientific Research, 181-186, 2017
32017
Reimagining Self-Adaptation in the Age of Large Language Models
R Donakanti, P Jain, S Kulkarni, K Vaidhyanathan
arXiv preprint arXiv:2404.09866, 2024
22024
Switch: An exemplar for evaluating self-adaptive ml-enabled systems
A Marda, S Kulkarni, K Vaidhyanathan
Proceedings of the 19th International Symposium on Software Engineering for …, 2024
22024
ML-enabled Service Discovery for Microservice Architecture: a QoS Approach
K Vaidhyanathan, M Caporuscio, S Florio, H Muccini
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 1193-1200, 2024
22024
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