Publications

ISBN: 978-3-031-04960-6 Preface

Data Science for Entrepreneurship - Principles and Methods in Data Engineering, Analytics and Decision-Making Springer

Journal Transactions on Services Computing   Abstract:

International Conference on Service-Oriented Computing ICSOC 2021: Service-Oriented Computing pp 238-253

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)

Frontiers in Sustainable Cities

15th Symposium and Summer School On Service-Oriented Computing (SummerSoc)

2020 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)

SYSTOR '21: Proceedings of the 14th ACM International Conference on Systems and Storage - June 2021 - Article No.: 24 - Pages 1 Abstract: We propose enabling continuous performance optimisation of distributed hybrid applications in heterogeneous cloud, Edge, and HPC environments by employing an intelligent re-deployment feedback loop. See the poster HERE

SYSTOR '21: Proceedings of the 14th ACM International Conference on Systems and Storage - June 2021 - Article No.: 23 - Pages 1 Abstract: We propose to tackle the complexity of deploying and operating modern applications onto heterogeneous HPC and cloud-based systems by providing application developers and infrastructure operators with tools to abstract their application and infrastructure requirements.

TSOS21: First workshop on trustworthy software and open source, March 23-25, 2021, Virtual Conference

SYSTOR '19: Proceedings of the 12th ACM International Conference on Systems and Storage - May 2019 - Pages 196 Abstract: 

European Conference on Software Architecture - ECSA 2020: Software Architecture pp 247-259

MaLTeSQuE 2019: Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation - August 2019 - Pages 37–42

Journal of Grid Computing volume 19, Article number: 29 (2021) 

4th Special Session on High-Performance Services Computing and Internet Technologies (@HPCS2020)

2020 IEEE International Conference on Web Services (ICWS)

Journal Information and Software Technology Volume 127, November 2020, 106376

ScienceDirect - Information and Software Technology Volume 137, September 2021, 106593 Abstract: Infrastructure-as-code (IaC) is the DevOps tactic of managing and provisioning software infrastructures through machine-readable definition files, rather than manual hardware configuration or interactive configuration tools.

ACM Transactions on Software Engineering and MethodologyVolume 30Issue 1 January 2021 Article No.: 1pp 1–30 

Sensors 2020, 20(9), 2464; https://doi.org/10.3390/s20092464

ESOCC 2020: Advances in Service-Oriented and Cloud Computing pp 173-178

Artificial Intelligence (AI) applications based on Deep Neural Networks (DNN) or Deep Learning (DL) have become popular due to their success in solving problems likeimage analysis and speech recognition. Training a DNN is computationally intensive and High Performance Computing(HPC) has been a key driver in AI growth. Virtualisation and container technology have led to the convergence of cloud and HPC infrastructure. These infrastructures with diverse hardware increase the complexity of deploying and optimising AI training workloads.

Deep Leaning and code embedding based approach to linguistic detecting anti-patterns in Infrastructure as code. This is from SODALITE smell and defect prediction task.

Journal of 2020 IEEE International Conference on Software Architecture (ICSA) pp. 103-113 The work presents a scalable architecture for controlling heterogenous systems. The architecture exploits containers and provides multiple levels of control (container, VM, cluster). A prototype based on Kubernetes is also presented and evaluated.