Shashikant Ilager

According to our database, Shashikant Ilager authored at least 29 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CloudSim express: A novel framework for rapid low code simulation of cloud computing environments.

Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya

Softw. Pract. Exp., March, 2024

Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis.

Xiaoyu Chu, Daniel Hofstätter, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup

CoRR, 2024

A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge Environments.

Shashikant Ilager, Jakob Fahringer, Alessandro Tundo, Ivona Brandic

CoRR, 2024

Proteus: Towards Intent-driven Automated Resource Management Framework for Edge Sensor Nodes.

Shashikant Ilager, Daniel Balouek, Sidi Mohammed Kaddour, Ivona Brandic

Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2024

FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN.

Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic

Proceedings of the 7th International Workshop on Edge Systems, Analytics and Networking, 2024

iContinuum: An Emulation Toolkit for Intent-Based Computing Across the Edge-to-Cloud Continuum.

Negin Akbari, Adel Nadjaran Toosi, John C. Grundy, Hourieh Khalajzadeh, Mohammad Sadegh Aslanpour, Shashikant Ilager

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Energy-Efficiency and Sustainability in New Generation Cloud Computing: A Vision and Directions for Integrated Management of Data Centre Resources and Workloads.

Rajkumar Buyya, Shashikant Ilager, Patricia Arroba

CoRR, 2023

A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature.

Shashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge.

Alessandro Tundo, Marco Mobilio, Shashikant Ilager, Ivona Brandic, Ezio Bartocci, Leonardo Mariani

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

SymED: Adaptive and Online Symbolic Representation of Data on the Edge.

Daniel Hofstätter, Shashikant Ilager, Ivan Lujic, Ivona Brandic

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

Data-centric Edge-AI: A Symbolic Representation Use Case.

Shashikant Ilager, Vincenzo De Maio, Ivan Lujic, Ivona Brandic

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

DEMOTS: A Decentralized Task Scheduling Algorithm for Micro-Clouds with Dynamic Power-Budgets.

Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Patricia Arroba, Rajkumar Buyya

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning.

Minxian Xu, Chenghao Song, Shashikant Ilager, Sukhpal Singh Gill, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu

IEEE Trans. Netw. Serv. Manag., December, 2022

Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks.

Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya

IEEE Trans. Mob. Comput., 2022

Machine learning (ML)-centric resource management in cloud computing: A review and future directions.

Tahseen Khan, Wenhong Tian, Guangyao Zhou, Shashikant Ilager, Mingming Gong, Rajkumar Buyya

J. Netw. Comput. Appl., 2022

Workload forecasting and energy state estimation in cloud data centres: ML-centric approach.

Tahseen Khan, Wenhong Tian, Shashikant Ilager, Rajkumar Buyya

Future Gener. Comput. Syst., 2022

DEMon: Decentralized Monitoring for Highly Volatile Edge Environments.

Shashikant Ilager, Jakob Fahringer, Samuel Carlos de Lima Dias, Ivona Brandic

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

2021

Thermal Prediction for Efficient Energy Management of Clouds Using Machine Learning.

Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya

IEEE Trans. Parallel Distributed Syst., 2021

Special issue: Elastic computing from edge to the cloud environments.

Shashikant Ilager, Vlado Stankovski, Shrideep Pallickara, Rajkumar Buyya

Softw. Pract. Exp., 2021

Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions.

Shashikant Ilager, Rajkumar Buyya

CoRR, 2021

Green-Aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions.

Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, Rajkumar Buyya

Mobile Edge Computing, 2021

2020

Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions.

Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, Rajkumar Buyya

CoRR, 2020

Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems.

Shashikant Ilager, Rajeev Muralidhar, Rajkumar Buyya

CoRR, 2020

A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs).

Shashikant Ilager, Rajeev Muralidhar, Kotagiri Ramamohanarao, Rajkumar Buyya

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

ETAS: Energy and thermal-aware dynamic virtual machine consolidation in cloud data center with proactive hotspot mitigation.

Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya

Concurr. Comput. Pract. Exp., 2019

Multi-tier Big Data Introduction.

Vlado Stankovski, Rajkumar Buyya, Shashikant Ilager

Proceedings of the 26th International Conference on High Performance Computing, 2019

GPU PaaS Computation Model in Aneka Cloud Computing Environments.

Shashikant Ilager, Rajeev Wankar, Raghavendra Kune, Rajkumar Buyya

Proceedings of the Smart Data: State-of-the-Art Perspectives in Computing and Applications, 2019

2018

GPU PaaS Computation Model in Aneka Cloud Computing Environment.

Shashikant Ilager, Rajeev Wankar, Raghavendra Kune, Rajkumar Buyya

CoRR, 2018

2017

Scalable MapReduce-based Fuzzy Min-Max Neural Network for Pattern Classification.

Shashikant Ilager, P. S. V. S. Sai Prasad

Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017