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Karthik Vaidhyanathan
Karthik Vaidhyanathan
Assistant Professor at IIIT Hyderabad
Verified email at iiit.ac.in - Homepage
Title
Cited by
Cited by
Year
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
412021
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
402020
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
282019
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
242020
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
112020
Software Architecture for ML-based Systems: What Exists and What Lies Ahead. In 2021 IEEE/ACM 1st Workshop on AI Engineering-Software Engineering for AI (WAIN). IEEE, Madrid …
H Muccini, K Vaidhyanathan
82021
Human behavior-oriented architectural design
MB Abughazala, MT Moghaddam, H Muccini, K Vaidhyanathan
European Conference on Software Architecture, 134-143, 2021
62021
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
42021
Data-Driven Self-Adaptive Architecting Using Machine Learning
K Vaidhyanathan
Gran Sasso Science Institute, 2021
42021
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
32022
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
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
32017
A Service for Supporting Digital and Immersive Cultural Experiences
K Vaidhyanathan, A Bruno, E Mendola, F Mignosi, MT Moghaddam, ...
arXiv preprint arXiv:2109.07900, 2021
22021
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
22021
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
12023
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
12023
Toward Changing Users behavior with Emotion-based Adaptive Systems
M Alipour, M Tourchi Moghaddam, K Vaidhyanathan, M Baun Kjærgaard
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and …, 2023
12023
The history of software architecture-in the eye of the practitioner
H Muccini, P Lago, K Vaidyanathan, F Osborne, E Poort
arXiv preprint arXiv:1806.04055, 2018
12018
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
A Marda, S Kulkarni, K Vaidhyanathan
arXiv preprint arXiv:2402.06351, 2024
2024
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