Shashikant Ilager

59 papers A* 1B 5C 1Misc 3Journal 35Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ARKV: Adaptive and Resource-Efficient KV Cache Management under Limited Memory Budget for Long-Context Inference in LLMs. CoRR Jianlong Lei, Shashikant Ilager
2026	—	`conf`	EcoKube: Simulating Carbon-Aware Scheduling Policies in Heterogeneous Edge-Cloud Environments. TDIS Gonçalo Ferreira, Shashikant Ilager
2026	J	`jnl`	GreenServ: Energy-Efficient Context-Aware Dynamic Routing for Multi-Model LLM Inference. CoRR Thomas Ziller, Shashikant Ilager, Alessandro Tundo, Ezio Bartocci, Leonardo Mariani, Ivona Brandic
2026	—	`conf`	Leveraging LLMs for Structured Information Extraction and Analysis from Cloud Incident Reports (Work In Progress Paper). ICPE Companion Xiaoyu Chu, Shashikant Ilager, Yizhen Zang, Sacheendra Talluri, Alexandru Iosup
2026	J	`jnl`	Leveraging LLMs for Structured Information Extraction and Analysis from Cloud Incident Reports (Work In Progress Paper). CoRR Xiaoyu Chu, Shashikant Ilager, Yizhen Zang, Sacheendra Talluri, Alexandru Iosup
2025	J	`jnl`	A Framework for Carbon-Aware Real-Time Workload Management in Clouds Using Renewables-Driven Cores. IEEE Trans. Computers Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2025	—	`conf`	Aging-aware CPU Core Management for Embodied Carbon Amortization in Cloud LLM Inference. e-Energy Tharindu B. Hewage, Shashikant Ilager, Maria Rodriguez Read, Rajkumar Buyya
2025	J	`jnl`	Aging-aware CPU Core Management for Embodied Carbon Amortization in Cloud LLM Inference. CoRR Tharindu B. Hewage, Shashikant Ilager, Maria Rodriguez Read, Rajkumar Buyya
2025	J	`jnl`	Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems. CoRR Tomasz Szydlo, Viacheslaw Horbanow, Devki Nandan Jha, Shashikant Ilager, Aleksander Slominski, Rajiv Ranjan
2025	J	`jnl`	FRESCO: Fast and Reliable Edge Offloading With Reputation-Based Hybrid Smart Contracts. IEEE Trans. Serv. Comput. Josip Zilic, Vincenzo De Maio, Shashikant Ilager, Ivona Brandic
2025	J	`jnl`	GREEN-CODE: Optimizing Energy Efficiency in Large Language Models for Code Generation. CoRR Shashikant Ilager, Lukas Florian Briem, Ivona Brandic
2025	—	`conf`	Investigating Efficient Edge Offloading Architectures for Serverless Systems. IPDPS (Workshops) Paul Daniëlse, Hsiang-Ling Tai, Shashikant Ilager, Zhiming Zhao
2025	J	`jnl`	Investigating Energy Efficiency and Performance Trade-offs in LLM Inference Across Tasks and DVFS Settings. CoRR Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic
2025	—	`conf`	Towards Knowledge Retrieval for Agentic Systems in Cloud: Learning, Analysis and Control. IJCKG Paul Daniëlse, Shashikant Ilager, Zhiming Zhao
2024	J	`jnl`	A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge Environments. CoRR Shashikant Ilager, Jakob Fahringer, Alessandro Tundo, Ivona Brandic
2024	J	`jnl`	A Framework for Carbon-aware Real-Time Workload Management in Clouds using Renewables-driven Cores. CoRR Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2024	—	`conf`	ABBA-VSM: Time Series Classification Using Symbolic Representation on the Edge. ICSOC (1) Meerzhan Kanatbekova, Shashikant Ilager, Ivona Brandic
2024	J	`jnl`	ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge. CoRR Meerzhan Kanatbekova, Shashikant Ilager, Ivona Brandic
2024	J	`jnl`	CloudSim express: A novel framework for rapid low code simulation of cloud computing environments. Softw. Pract. Exp. Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2024	J	`jnl`	DynaSplit: A Hardware-Software Co-Design Framework for Energy-Aware Inference on Edge. CoRR Daniel May, Alessandro Tundo, Shashikant Ilager, Ivona Brandic
2024	—	`conf`	FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN. EdgeSys@EuroSys Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic
2024	J	`jnl`	FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN. CoRR Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic
2024	J	`jnl`	FRESCO: Fast and Reliable Edge Offloading with Reputation-based Hybrid Smart Contracts. CoRR Josip Zilic, Vincenzo De Maio, Shashikant Ilager, Ivona Brandic
2024	B	`conf`	Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis. ICPADS Xiaoyu Chu, Daniel Hofstätter, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup
2024	J	`jnl`	Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis. CoRR Xiaoyu Chu, Daniel Hofstätter, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup
2024	C	`conf`	Machine Learning in Energy and Thermal-aware Resource Management of Cloud Data Centers: A Taxonomy and Future Directions. FedCSIS Shashikant Ilager, Rajkumar Buyya
2024	—	`conf`	Proteus: Towards Intent-driven Automated Resource Management Framework for Edge Sensor Nodes. FlexScience@HPDC Shashikant Ilager, Daniel Balouek, Sidi Mohammed Kaddour, Ivona Brandic
2024	B	`conf`	iContinuum: An Emulation Toolkit for Intent-Based Computing Across the Edge-to-Cloud Continuum. CLOUD Negin Akbari, Adel Nadjaran Toosi, John C. Grundy, Hourieh Khalajzadeh, Mohammad Sadegh Aslanpour, Shashikant Ilager
2023	Misc	`conf`	A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature. UCC Shashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya
2023	A*	`conf`	An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge. ASE Alessandro Tundo, Marco Mobilio, Shashikant Ilager, Ivona Brandic, Ezio Bartocci, Leonardo Mariani
2023	J	`jnl`	An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge. CoRR Alessandro Tundo, Marco Mobilio, Shashikant Ilager, Ivona Brandic, Ezio Bartocci, Leonardo Mariani
2023	J	`jnl`	CloudSim Express: A Novel Framework for Rapid Low Code Simulation of Cloud Computing Environments. CoRR Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2023	B	`conf`	DEMOTS: A Decentralized Task Scheduling Algorithm for Micro-Clouds with Dynamic Power-Budgets. CLOUD Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Patricia Arroba, Rajkumar Buyya
2023	—	`conf`	Data-centric Edge-AI: A Symbolic Representation Use Case. EDGE Shashikant Ilager, Vincenzo De Maio, Ivan Lujic, Ivona Brandic
2023	J	`jnl`	Energy-Efficiency and Sustainability in New Generation Cloud Computing: A Vision and Directions for Integrated Management of Data Centre Resources and Workloads. CoRR Rajkumar Buyya, Shashikant Ilager, Patricia Arroba
2023	—	`conf`	SymED: Adaptive and Online Symbolic Representation of Data on the Edge. Euro-Par Daniel Hofstätter, Shashikant Ilager, Ivan Lujic, Ivona Brandic
2023	J	`jnl`	SymED: Adaptive and Online Symbolic Representation of Data on the Edge. CoRR Daniel Hofstätter, Shashikant Ilager, Ivan Lujic, Ivona Brandic
2022	J	`jnl`	CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. Minxian Xu, Chenghao Song, Shashikant Ilager, Sukhpal Singh Gill, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu
2022	Misc	`conf`	DEMon: Decentralized Monitoring for Highly Volatile Edge Environments. UCC Shashikant Ilager, Jakob Fahringer, Samuel Carlos de Lima Dias, Ivona Brandic
2022	J	`jnl`	Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks. IEEE Trans. Mob. Comput. Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2022	J	`jnl`	Machine learning (ML)-centric resource management in cloud computing: A review and future directions. J. Netw. Comput. Appl. Tahseen Khan, Wenhong Tian, Guangyao Zhou, Shashikant Ilager, Mingming Gong, Rajkumar Buyya
2022	J	`jnl`	Workload forecasting and energy state estimation in cloud data centres: ML-centric approach. Future Gener. Comput. Syst. Tahseen Khan, Wenhong Tian, Shashikant Ilager, Rajkumar Buyya
2021	B	`ed.`	21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021 CCGRID Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya
2021	J	`jnl`	Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions. CoRR Shashikant Ilager, Rajkumar Buyya
2021	—	`ch.`	Green-Aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions. Mobile Edge Computing Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, Rajkumar Buyya
2021	—	`—`	Machine Learning-based Energy and Thermal Efficient Resource Management Algorithms for Cloud Data Centres. Shashikant Ilager
2021	J	`jnl`	Special issue: Elastic computing from edge to the cloud environments. Softw. Pract. Exp. Shashikant Ilager, Vlado Stankovski, Shrideep Pallickara, Rajkumar Buyya
2021	J	`jnl`	Thermal Prediction for Efficient Energy Management of Clouds Using Machine Learning. IEEE Trans. Parallel Distributed Syst. Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2020	B	`conf`	A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs). CCGRID Shashikant Ilager, Rajeev Muralidhar, Kotagiri Ramamohanarao, Rajkumar Buyya
2020	J	`jnl`	A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs). CoRR Shashikant Ilager, Rajeev Muralidhar, Kotagiri Ramamohanarao, Rajkumar Buyya
2020	J	`jnl`	Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems. CoRR Shashikant Ilager, Rajeev Muralidhar, Rajkumar Buyya
2020	J	`jnl`	Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks. CoRR Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2020	J	`jnl`	Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions. CoRR Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, Rajkumar Buyya
2020	J	`jnl`	Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning. CoRR Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2019	J	`jnl`	ETAS: Energy and thermal-aware dynamic virtual machine consolidation in cloud data center with proactive hotspot mitigation. Concurr. Comput. Pract. Exp. Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2019	—	`ch.`	GPU PaaS Computation Model in Aneka Cloud Computing Environments. Smart Data Shashikant Ilager, Rajeev Wankar, Raghavendra Kune, Rajkumar Buyya
2019	—	`conf`	Multi-tier Big Data Introduction. HiPC Workshops Vlado Stankovski, Rajkumar Buyya, Shashikant Ilager
2018	J	`jnl`	GPU PaaS Computation Model in Aneka Cloud Computing Environment. CoRR Shashikant Ilager, Rajeev Wankar, Raghavendra Kune, Rajkumar Buyya
2017	Misc	`conf`	Scalable MapReduce-based Fuzzy Min-Max Neural Network for Pattern Classification. ICDCN Shashikant Ilager, P. S. V. S. Sai Prasad