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ORCIDRajkumar Buyya
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- affiliation: University of Melbourne, Cloud Computing and Distributed Systems Laboratory (CLOUDS), Australia
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2020 – today
- 2024
[j498]Guangyao Zhou
, Wenhong Tian, Rajkumar Buyya, Ruini Xue, Liang Song:
Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions. Artif. Intell. Rev. 57(5): 124 (2024)- [j497]Shi Dong, Junxiao Tang, Khushnood Abbas, Ruizhe Hou, Joarder Kamruzzaman, Leszek Rutkowski, Rajkumar Buyya:
Task offloading strategies for mobile edge computing: A survey. Comput. Networks 254: 110791 (2024) - [j496]Prabhakar Krishnan, Kurunandan Jain, Shivananda R. Poojara, Satish Narayana Srirama, Tulika Pandey, Rajkumar Buyya:
eSIM and blockchain integrated secure zero-touch provisioning for autonomous cellular-IoTs in 5G networks. Comput. Commun. 216: 324-345 (2024) - [j495]Bivasa Ranjan Parida, Amiya Kumar Rath, Bibudhendu Pati, Chhabi Rani Panigrahi, Hitesh Mohapatra, T. Tien-Hsiungweng, Rajkumar Buyya:
SSEPC cloud: Carbon footprint aware power efficient virtual machine placement in cloud milieu. Comput. Sci. Inf. Syst. 21(3): 759-780 (2024) - [j494]Dawei Sun, Yueru Wang, Jialiang Sui, Shang Gao, Jia Rong, Rajkumar Buyya:
Lc-Stream: An elastic scheduling strategy with latency constraints in geo-distributed stream computing environments. Concurr. Comput. Pract. Exp. 36(14) (2024) - [j493]Tianzhang He, Rajkumar Buyya:
A Taxonomy of Live Migration Management in Cloud Computing. ACM Comput. Surv. 56(3): 56:1-56:33 (2024) - [j492]Dawei Sun, Haiyang Chen, Shang Gao, Rajkumar Buyya:
Orchestrating scheduling, grouping and parallelism to enhance the performance of distributed stream computing system. Expert Syst. Appl. 254: 124346 (2024) - [j491]Zhiyu Wang, Mohammad Goudarzi, Mingming Gong, Rajkumar Buyya:
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments. Future Gener. Comput. Syst. 152: 55-69 (2024) - [j490]Dawei Sun, Chunlin Zhang, Shang Gao, Rajkumar Buyya:
An adaptive load balancing strategy for stateful join operator in skewed data stream environments. Future Gener. Comput. Syst. 152: 138-151 (2024) - [j489]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
QFaaS: A Serverless Function-as-a-Service framework for Quantum computing. Future Gener. Comput. Syst. 154: 281-300 (2024) - [j488]Jing Bi, Haisen Ma, Haitao Yuan, Rajkumar Buyya, Jinhong Yang, Jia Zhang, MengChu Zhou:
Multivariate Resource Usage Prediction With Frequency-Enhanced and Attention-Assisted Transformer in Cloud Computing Systems. IEEE Internet Things J. 11(15): 26419-26429 (2024) - [j487]Muhammad Zakarya, Lee Gillam, Ayaz Ali Khan, Omer F. Rana, Rajkumar Buyya:
ApMove: A Service Migration Technique for Connected and Autonomous Vehicles. IEEE Internet Things J. 11(17): 28721-28733 (2024) - [j486]Haitao Yuan, Meijia Wang, Jing Bi, Shuyuan Shi, Jinhong Yang, Jia Zhang, MengChu Zhou, Rajkumar Buyya:
Cost-Efficient Task Offloading in Mobile Edge Computing With Layered Unmanned Aerial Vehicles. IEEE Internet Things J. 11(19): 30496-30509 (2024) - [j485]Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya:
MicroFog: A framework for scalable placement of microservices-based IoT applications in federated Fog environments. J. Syst. Softw. 209: 111910 (2024) - [j484]Xiaoyun Wang, Tao Sun, Yong Cui, Rajkumar Buyya, Deke Guo, Qun Huang, Hassnaa Moustafa, Chen Tian, Shangguang Wang:
Coordination of networking and computing: toward new information infrastructure and new services mode. Frontiers Inf. Technol. Electron. Eng. 25(5): 629-632 (2024) - [j483]Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya:
CloudSim express: A novel framework for rapid low code simulation of cloud computing environments. Softw. Pract. Exp. 54(3): 483-500 (2024) - [j482]Minxian Xu, Schahram Dustdar, Massimo Villari, Rajkumar Buyya:
Special issue on efficient management of microservice-based systems and applications. Softw. Pract. Exp. 54(4): 543-545 (2024) - [j481]Wuji Zhu, Mohammad Goudarzi, Rajkumar Buyya:
FLight: A lightweight federated learning framework in edge and fog computing. Softw. Pract. Exp. 54(5): 813-841 (2024) - [j480]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A toolkit for modeling and simulation of quantum computing environments. Softw. Pract. Exp. 54(6): 1141-1171 (2024) - [j479]Tanushree Dey, Somnath Bera, Bachchu Paul, Debashis De, Anwesha Mukherjee, Rajkumar Buyya:
Fly: Femtolet-based edge-cloud framework for crop yield prediction using bidirectional long short-term memory. Softw. Pract. Exp. 54(8): 1361-1377 (2024) - [j478]Guangyao Zhou, Yuanlun Xie, Haocheng Lan, Wenhong Tian, Rajkumar Buyya, Kui Wu:
Information interaction and partial growth-based multi-population growable genetic algorithm for multi-dimensional resources utilization optimization of cloud computing. Swarm Evol. Comput. 87: 101575 (2024) - [j477]Naveen Chandra Gowda, Sunilkumar S. Manvi, A. Bharathi Malakreddy, Rajkumar Buyya:
TAKM-FC: Two-way Authentication with efficient Key Management in Fog Computing Environments. J. Supercomput. 80(5): 6855-6890 (2024) - [j476]TianZhang He, Adel Nadjaran Toosi, Rajkumar Buyya:
Efficient Large-Scale Multiple Migration Planning and Scheduling in SDN-Enabled Edge Computing. IEEE Trans. Mob. Comput. 23(6): 6667-6680 (2024) - [j475]Junhui Du, Huaming Wu, Minxian Xu, Rajkumar Buyya:
Computation Energy Efficiency Maximization for NOMA-Based and Wireless-Powered Mobile Edge Computing With Backscatter Communication. IEEE Trans. Mob. Comput. 23(6): 6954-6970 (2024) - [j474]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers. IEEE Trans. Parallel Distributed Syst. 35(4): 604-615 (2024) - [j473]Mohammad Goudarzi, Maria Alejandra Rodriguez, Majid Sarvi, Rajkumar Buyya:
$\mu$μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments. IEEE Trans. Serv. Comput. 17(1): 47-59 (2024) - [c269]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing. CLOUD 2024: 475-481 - [c268]Satish Kumar, Renyu Yang, Rajiv Ranjan, Rami Bahsoon, Jie Xu, Rajkumar Buyya:
MatchCom: Stable Matching-Based Software Services Composition in Cloud Computing Environments. ICWE 2024: 369-377 - [i205]Sukhpal Singh Gill, Huaming Wu, Panos Patros, Carlo Ottaviani, Priyansh Arora, Victor Casamayor-Pujol, David Haunschild, Ajith Kumar Parlikad, Oktay Cetinkaya, Hanan Lutfiyya, Vlado Stankovski, Ruidong Li, Yuemin Ding, Junaid Qadir, Ajith Abraham, Soumya K. Ghosh, Houbing Herbert Song, Rizos Sakellariou, Omer F. Rana, Joel J. P. C. Rodrigues, Salil S. Kanhere, Schahram Dustdar, Steve Uhlig, Kotagiri Ramamohanarao, Rajkumar Buyya:
Modern Computing: Vision and Challenges. CoRR abs/2401.02469 (2024) - [i204]Nivedita Singh, Rajkumar Buyya, Hyoungshick Kim:
Securing Cloud-Based Internet of Things: Challenges and Mitigations. CoRR abs/2402.00356 (2024) - [i203]Maria Rodriguez Read, Chinmaya Kumar Dehury, Satish Narayana Srirama, Rajkumar Buyya:
Deep Reinforcement Learning (DRL)-based Methods for Serverless Stream Processing Engines: A Vision, Architectural Elements, and Future Directions. CoRR abs/2402.17117 (2024) - [i202]Ankur Nahar, Koustav Kumar Mondal, Debasis Das, Rajkumar Buyya:
qIoV: A Quantum-Driven Internet-of-Vehicles-Based Approach for Environmental Monitoring and Rapid Response Systems. CoRR abs/2403.18622 (2024) - [i201]Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, Rajkumar Buyya:
Quantum Cloud Computing: A Review, Open Problems, and Future Directions. CoRR abs/2404.11420 (2024) - [i200]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management. CoRR abs/2405.01021 (2024) - [i199]Zihao Jiang, Zefan Du, Shaolun Ruan, Juntao Chen, Yong Wang, Long Cheng, Rajkumar Buyya, Ying Mao:
Resource-Efficient and Self-Adaptive Quantum Search in a Quantum-Classical Hybrid System. CoRR abs/2405.04490 (2024) - [i198]Shinu M. Rajagopal, M. Supriya, Rajkumar Buyya:
Blockchain Integrated Federated Learning in Edge-Fog-Cloud Systems for IoT based Healthcare Applications A Survey. CoRR abs/2406.05517 (2024) - [i197]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing. CoRR abs/2407.02748 (2024) - [i196]Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya:
Quantum Serverless Paradigm and Application Development using the QFaaS Framework. CoRR abs/2407.02828 (2024) - [i195]Thakshila Imiya Mohottige, Artem Polyvyanyy, Rajkumar Buyya, Colin J. Fidge, Alistair Barros:
Service Colonies: A Novel Architectural Style for Developing Software Systems with Autonomous and Cooperative Services. CoRR abs/2407.07267 (2024) - [i194]Haoyu Bai, Minxian Xu, Kejiang Ye, Rajkumar Buyya, Cheng-Zhong Xu:
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters. CoRR abs/2407.10169 (2024) - [i193]Thakshila Imiya Mohottige, Artem Polyvyanyy, Rajkumar Buyya, Colin J. Fidge, Alistair Barros:
Microservices-based Software Systems Reengineering: State-of-the-Art and Future Directions. CoRR abs/2407.13915 (2024) - [i192]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
A Deep Reinforcement Learning Approach for Cost Optimized Workflow Scheduling in Cloud Computing Environments. CoRR abs/2408.02926 (2024) - [i191]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
Reinforcement Learning based Workflow Scheduling in Cloud and Edge Computing Environments: A Taxonomy, Review and Future Directions. CoRR abs/2408.02938 (2024) - [i190]Anwesha Mukherjee, Rajkumar Buyya:
Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application. CoRR abs/2408.02998 (2024) - [i189]Kalyani V. N. S. Pendyala, Rajkumar Buyya:
An Infrastructure Cost Optimised Algorithm for Partitioning of Microservices. CoRR abs/2408.06570 (2024) - [i188]Caesar Wu, Rajkumar Buyya, Yuan Fang Li, Pascal Bouvry:
Dataset | Mindset = Explainable AI | Interpretable AI. CoRR abs/2408.12420 (2024) - [i187]Duneesha Fernando, Maria A. Rodriguez, Patricia Arroba, Leila Ismail, Rajkumar Buyya:
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments. CoRR abs/2408.12855 (2024) - [i186]Remo Andreoli, Jie Zhao, Tommaso Cucinotta, Rajkumar Buyya:
CloudSim 7G: An Integrated Toolkit for Modeling and Simulation of Future Generation Cloud Computing Environments. CoRR abs/2408.13386 (2024) - 2023
- [j472]Shinu M. Rajagopal, M. Supriya, Rajkumar Buyya:
Resource Provisioning Using Meta-Heuristic Methods for IoT Microservices With Mobility Management. IEEE Access 11: 60915-60938 (2023) - [j471]Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Kui Wu:
Growable Genetic Algorithm with Heuristic-based Local Search for multi-dimensional resources scheduling of cloud computing. Appl. Soft Comput. 136: 110027 (2023) - [j470]Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya:
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions. ACM Comput. Surv. 55(7): 152:1-152:41 (2023) - [j469]Yogesh Sharma, Deval Bhamare, Nishanth Sastry, Bahman Javadi, Rajkumar Buyya:
SLA Management in Intent-Driven Service Management Systems: A Taxonomy and Future Directions. ACM Comput. Surv. 55(13s): 292:1-292:38 (2023) - [j468]Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya:
Placement of Microservices-based IoT Applications in Fog Computing: A Taxonomy and Future Directions. ACM Comput. Surv. 55(14s): 321:1-321:43 (2023) - [j467]Bivasa Ranjan Parida, Amiya Kumar Rath, Bibudhendu Pati, Chhabi Rani Panigrahi, Hitesh Mohapatra, Rajkumar Buyya:
Energy Efficient Virtual Machine Placement in Dynamic Cloud Milieu Using a Hybrid Metaheuristic Technique. Computación y Sistemas (CyS) 27(4) (2023) - [j466]Guangyao Zhou, Wenhong Tian, Rajkumar Buyya:
Multi-search-routes-based methods for minimizing makespan of homogeneous and heterogeneous resources in Cloud computing. Future Gener. Comput. Syst. 141: 414-432 (2023) - [j465]Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya:
Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments. Future Gener. Comput. Syst. 143: 277-292 (2023) - [j464]Shinu M. Rajagopal, M. Supriya, Rajkumar Buyya:
FedSDM: Federated learning based smart decision making module for ECG data in IoT integrated Edge-Fog-Cloud computing environments. Internet Things 22: 100784 (2023) - [j463]Rohit Kumar Tiwari, Rakesh Kumar, Gaurav Baranwal, Rajkumar Buyya:
Decision making framework for heterogeneous QoS information: an application to cloud service selection. J. Ambient Intell. Humaniz. Comput. 14(3): 2915-2934 (2023) - [j462]Prabhakar Krishnan, Kurunandan Jain, Amjad Aldweesh, P. Prabu, Rajkumar Buyya:
OpenStackDP: a scalable network security framework for SDN-based OpenStack cloud infrastructure. J. Cloud Comput. 12(1): 26 (2023) - [j461]Wenhong Tian, Minxian Xu, Guangyao Zhou, Kui Wu, Cheng-Zhong Xu, Rajkumar Buyya:
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center. J. Comput. Sci. Technol. 38(4): 773-792 (2023) - [j460]Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings:
AI augmented Edge and Fog computing: Trends and challenges. J. Netw. Comput. Appl. 216: 103648 (2023) - [j459]Xiaogang Wang, Jian Cao, Rajkumar Buyya:
Adaptive Cloud Bundle Provisioning and Multi-Workflow Scheduling via Coalition Reinforcement Learning. IEEE Trans. Computers 72(4): 1041-1054 (2023) - [j458]Wei-Kang Chung, Yun Li, Chih-Heng Ke, Sun-Yuan Hsieh, Albert Y. Zomaya, Rajkumar Buyya:
Dynamic Parallel Flow Algorithms With Centralized Scheduling for Load Balancing in Cloud Data Center Networks. IEEE Trans. Cloud Comput. 11(1): 1050-1064 (2023) - [j457]Balawal Shabir, Anis Ur Rahman, Asad Waqar Malik, Rajkumar Buyya, Muazzam Ali Khan:
A federated multi-agent deep reinforcement learning for vehicular fog computing. J. Supercomput. 79(6): 6141-6167 (2023) - [j456]Somnath Bera, Tanushree Dey, Anwesha Mukherjee, Rajkumar Buyya:
E-CropReco: a dew-edge-based multi-parametric crop recommendation framework for internet of agricultural things. J. Supercomput. 79(11): 11965-11999 (2023) - [j455]Anwesha Mukherjee, Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya:
Mobi-Sense: mobility-aware sensor-fog paradigm for mission-critical applications using network coding and steganography. J. Supercomput. 79(15): 17495-17518 (2023) - [j454]Dawei Sun, Minghui Wu, Zhihong Yang, Atul Sajjanhar, Rajkumar Buyya:
A two-tier coordinated load balancing strategy over skewed data streams. J. Supercomput. 79(18): 21028-21056 (2023) - [j453]Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya:
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments. IEEE Trans. Mob. Comput. 22(5): 2491-2505 (2023) - [j452]Haiying Shen, Haoyu Wang, Jiechao Gao, Rajkumar Buyya:
An Instability-Resilient Renewable Energy Allocation System for a Cloud Datacenter. IEEE Trans. Parallel Distributed Syst. 34(3): 1020-1034 (2023) - [j451]Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings:
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks. IEEE Trans. Serv. Comput. 16(1): 615-627 (2023) - [j450]Muhammad Zakarya, Lee Gillam, Khaled Salah, Omer F. Rana, Santosh Tirunagari, Rajkumar Buyya:
CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds. IEEE Trans. Serv. Comput. 16(2): 1023-1038 (2023) - [j449]Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya:
DebtCom: Technical Debt-Aware Service Recomposition in SaaS Cloud. IEEE Trans. Serv. Comput. 16(4): 2545-2558 (2023) - [c267]Ming Chen, Maria Rodriguez Read, Patricia Arroba, Rajkumar Buyya:
EN-Beats: A Novel Ensemble Learning-Based Method for Multiple Resource Predictions in Cloud. CLOUD 2023: 144-154 - [c266]Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Patricia Arroba, Rajkumar Buyya:
DEMOTS: A Decentralized Task Scheduling Algorithm for Micro-Clouds with Dynamic Power-Budgets. CLOUD 2023: 418-427 - [c265]Jinwei Liu, Yingjie Lao, Ying Mao, Rajkumar Buyya:
Sailfish: A Dependency-Aware and Resource Efficient Scheduling for Low Latency in Clouds. IEEE Big Data 2023: 237-246 - [c264]Guangyao Zhou, Wenhong Tian, Rajkumar Buyya:
LPT-One and BFD-One Search Algorithms for Load Balance and Bin-Packing of Cloud Computing. CCIS 2023: 521-525 - [c263]Anupama Mampage, Rajkumar Buyya:
CloudSimSC: A Toolkit for Modeling and Simulation of Serverless Computing Environments. HPCC/DSS/SmartCity/DependSys 2023: 550-557 - [c262]Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya:
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. ICPADS 2023: 1115-1122 - [c261]Chenghao Song, Minxian Xu, Kejiang Ye, Huaming Wu, Sukhpal Singh Gill, Rajkumar Buyya, Cheng-Zhong Xu:
ChainsFormer: A Chain Latency-Aware Resource Provisioning Approach for Microservices Cluster. ICSOC (1) 2023: 197-211 - [c260]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments. QSW 2023: 21-30 - [c259]Shashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya:
A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature. UCC 2023: 12 - [i185]Teena Arora, Venki Balasubramanian, Andrew Stranieri, Shenhan Mai, Rajkumar Buyya, Sardar M. N. Islam:
Classification of Methods to Reduce Clinical Alarm Signals for Remote Patient Monitoring: A Critical Review. CoRR abs/2302.03885 (2023) - [i184]Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya:
MicroFog: A Framework for Scalable Placement of Microservices-based IoT Applications in Federated Fog Environments. CoRR abs/2302.06971 (2023) - [i183]Rajkumar Buyya, Satish Narayana Srirama, Md. Redowan Mahmud, Mohammad Goudarzi, Leila Ismail, Vassilis Kostakos:
Quality of Service (QoS)-driven Edge Computing and Smart Hospitals: A Vision, Architectural Elements, and Future Directions. CoRR abs/2303.06896 (2023) - [i182]Rajkumar Buyya, Shashikant Ilager, Patricia Arroba:
Energy-Efficiency and Sustainability in New Generation Cloud Computing: A Vision and Directions for Integrated Management of Data Centre Resources and Workloads. CoRR abs/2303.10572 (2023) - [i181]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments. CoRR abs/2303.15729 (2023) - [i180]Patricia Arroba, Rajkumar Buyya, Román Cárdenas, José L. Risco-Martín, José Manuel Moya:
Sustainable Edge Computing: Challenges and Future Directions. CoRR abs/2304.04450 (2023) - [i179]Sukhpal Singh Gill, Minxian Xu, Panos Patros, Huaming Wu, Rupinder Kaur, Kamalpreet Kaur, Stephanie Fuller, Manmeet Singh, Priyansh Arora, Ajith Kumar Parlikad, Vlado Stankovski, Ajith Abraham, Soumya K. Ghosh, Hanan Lutfiyya, Salil S. Kanhere, Rami Bahsoon, Omer F. Rana, Schahram Dustdar, Rizos Sakellariou, Steve Uhlig, Rajkumar Buyya:
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots. CoRR abs/2306.03823 (2023) - [i178]Wuji Zhu, Mohammad Goudarzi, Rajkumar Buyya:
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing. CoRR abs/2308.02834 (2023) - [i177]Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya:
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions. CoRR abs/2308.05937 (2023) - [i176]Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya:
Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing. CoRR abs/2308.07541 (2023) - [i175]Leila Ismail, Rajkumar Buyya:
Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds. CoRR abs/2308.10559 (2023) - [i174]Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya:
A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications. CoRR abs/2308.11209 (2023) - [i173]Zhiyu Wang, Mohammad Goudarzi, Mingming Gong, Rajkumar Buyya:
Deep Reinforcement Learning-based Scheduling in Edge and Fog Computing Environments. CoRR abs/2309.07407 (2023) - [i172]Anupama Mampage, Rajkumar Buyya:
CloudSimSC: A Toolkit for Modeling and Simulation of Serverless Computing Environments. CoRR abs/2309.10671 (2023) - [i171]Chenghao Song, Minxian Xu, Kejiang Ye, Huaming Wu, Sukhpal Singh Gill, Rajkumar Buyya, Chengzhong Xu:
ChainsFormer: A Chain Latency-aware Resource Provisioning Approach for Microservices Cluster. CoRR abs/2309.12592 (2023) - [i170]Mohammad Goudarzi, Maria Alejandra Rodriguez, Majid Sarvi, Rajkumar Buyya:
μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog computing Environments. CoRR abs/2310.09003 (2023) - [i169]Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya:
CloudSim Express: A Novel Framework for Rapid Low Code Simulation of Cloud Computing Environments. CoRR abs/2311.00974 (2023) - [i168]Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya:
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. CoRR abs/2312.11739 (2023) - 2022
- [j448]Ishu Gupta, Ashutosh Kumar Singh, Chung-Nan Lee, Rajkumar Buyya:
Secure Data Storage and Sharing Techniques for Data Protection in Cloud Environments: A Systematic Review, Analysis, and Future Directions. IEEE Access 10: 71247-71277 (2022) - [j447]Hang Wu, Zhicheng Cai, Yamin Lei, Jian Xu, Rajkumar Buyya:
Adaptive processing rate based container provisioning for meshed Micro-services in Kubernetes Clouds. CCF Trans. High Perform. Comput. 4(2): 165-181 (2022) - [j446]Thar Baker, Muhammad Asim, Hezekiah Samwini, Nauman Shamim, Mohammed M. Alani, Rajkumar Buyya:
A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems. Comput. Networks 203: 108676 (2022) - [j445]Hussain Mohammed Dipu Kabir, Abbas Khosravi, Subrota Kumar Mondal, Mustaneer Rahman, Saeid Nahavandi, Rajkumar Buyya:
Uncertainty-aware Decisions in Cloud Computing: Foundations and Future Directions. ACM Comput. Surv. 54(4): 74:1-74:30 (2022) - [j444]Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Cheng-Zhong Xu, Rajkumar Buyya:
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions. ACM Comput. Surv. 54(10s): 217:1-217:35 (2022) - [j443]Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya:
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions. ACM Comput. Surv. 54(11s): 222:1-222:36 (2022) - [j442]Bushra Jamil, Humaira Ijaz, Mohammad Shojafar, Kashif Munir, Rajkumar Buyya:
Resource Allocation and Task Scheduling in Fog Computing and Internet of Everything Environments: A Taxonomy, Review, and Future Directions. ACM Comput. Surv. 54(11s): 233:1-233:38 (2022) - [j441]Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya:
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. ACM Comput. Surv. 54(11s): 236:1-236:37 (2022) - [j440]Dawei Sun, Shang Gao, Xunyun Liu, Rajkumar Buyya:
A multi-level collaborative framework for elastic stream computing systems. Future Gener. Comput. Syst. 128: 117-131 (2022) - [j439]Tahseen Khan, Wenhong Tian, Shashikant Ilager, Rajkumar Buyya:
Workload forecasting and energy state estimation in cloud data centres: ML-centric approach. Future Gener. Comput. Syst. 128: 320-332 (2022) - [j438]Xindong You, Dawei Sun, Xueqiang Lv, Shang Gao, Rajkumar Buyya:
MQDS: An energy saving scheduling strategy with diverse QoS constraints towards reconfigurable cloud storage systems. Future Gener. Comput. Syst. 129: 252-268 (2022) - [j437]Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya:
QoS-aware placement of microservices-based IoT applications in Fog computing environments. Future Gener. Comput. Syst. 131: 121-136 (2022) - [j436]