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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
212021
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
212020
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
212019
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
192020
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
72020
ArchLearner: leveraging machine-learning techniques for proactive architectural adaptation
H Muccini, K Vaidhyanathan
Proceedings of the 13th European Conference on Software Architecture-Volume …, 2019
32019
Data-Driven Self-Adaptive Architecting Using Machine Learning
K Vaidhyanathan
Gran Sasso Science Institute, 2021
22021
A generic approach for outlier detection in time-series data
S Suman, B Rajathilagam, K Vaidhyanathan
Indian Journal of Scientific Research, 181-186, 2017
22017
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
22017
Human behavior-oriented architectural design
MB Abughazala, MT Moghaddam, H Muccini, K Vaidhyanathan
European Conference on Software Architecture, 134-143, 2021
12021
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
12021
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
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
2022
Agile4MLS-Leveraging Agile Practices for Developing ML-enabled systems: An Industrial Experience
K Vaidhyanathan, A Chandran, H Muccini, R Roy
IEEE Software, 0-0, 2022
2022
FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systems
F Di Menna, H Muccini, K Vaidhyanathan
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1440-1447, 2022
2022
A User-driven Adaptation Approach for Microservice-based IoT Applications
M De Sanctis, H Muccini, K Vaidhyanathan
11th International Conference on the Internet of Things, 48-56, 2021
2021
Architecture Design for Human-Driven Systems
MT Moghaddam, MB Abughazala, V Cortellessa, A Di Marco, H Muccini, ...
arXiv preprint arXiv:2109.10073, 2021
2021
A Machine Learning Approach to Service Discovery for Microservice Architectures
M Caporuscio, MD Toma, H Muccini, K Vaidhyanathan
European Conference on Software Architecture, 66-82, 2021
2021
Journal: Proceedings of the 13th European Conference on Software Architecture-ECSA'19-volume 2, 2019
H Muccini, K Vaidhyanathan
VU Research Portal
H Muccini, P Lago, K Vaidyanathan, F Osborne, ER Poort
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