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Next Generation Cloud Computing: New Trends and Research Directions

24 July 2017

Rajkumar Buyya

Papers citing "Next Generation Cloud Computing: New Trends and Research Directions"

42 / 42 papers shown

Title
FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems Frederico Metelo Alexandre Oliveira Stevo Racković Pedro Ákos Costa Cláudia Soares OffRL FedML 51 0 0 03 Jun 2025
Hybrid Cloud Security: Balancing Performance, Cost, and Compliance in Multi-Cloud Deployments Anjani kumar Polinati 20 0 0 31 May 2025
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Sizhe Xing Aolong Sun Chengxi Wang Yizhi Wang Boyu Dong ... Xi Xiao R. Penty Qixiang Cheng Nan Chi Junwen Zhang 180 0 0 04 Dec 2024
Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption Yang Gao Gang Quan Soamar Homsi Wujie Wen Liqiang Wang 50 6 0 03 May 2024
PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning Frederico Metelo Stevo Racković Pedro Ákos Cláudia Soares OffRL 35 1 0 26 Mar 2024
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities Junjie Chu Prashant Singh Salman Toor 20 1 0 10 Feb 2024
Managing Cold-start in The Serverless Cloud with Temporal Convolutional Networks Tam n. Nguyen 90 6 0 01 Apr 2023
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 63 58 0 01 Aug 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 54 405 0 05 Mar 2022
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence Pengjin Wei Kun Guo Ye Li Jue Wang W. Feng Shi Jin Ning Ge Ying-Chang Liang 90 46 0 27 Jan 2022
Proactive Autoscaling for Edge Computing Systems with Kubernetes Li Ju Prabhmanmeet Singh Salman Toor 21 25 0 19 Dec 2021
Cybersecurity Issues and Practices in a Cloud Context: A Comparison Amongst Micro, Small and Medium Enterprises R. Nagahawatta Sachithra Lokuge M. Warren S. Salzman 29 2 0 10 Nov 2021
Architecture and Performance Evaluation of Distributed Computation Offloading in Edge Computing Claudio Cicconetti M. Conti A. Passarella 60 23 0 20 Sep 2021
Sequential Learning-based IaaS Composition Sajib Mistry Sheik Mohammad Mostakim Fattah A. Bouguettaya 44 0 0 24 Feb 2021
DMRO:A Deep Meta Reinforcement Learning-based Task Offloading Framework for Edge-Cloud Computing Guanjin Qu Huaming Wu OffRL 77 185 0 23 Aug 2020
Intelligent Service Selection in a Multi-dimensional Environment of Cloud Providers for IoT stream Data through cloudlets Omid Halimi Milani S. Motamedi Saeed Sharifian 15 1 0 14 Aug 2020
A Case For Adaptive Deep Neural Networks in Edge Computing Francis McNamee Schahram Dustdar Peter Kilpatrick Weisong Shi I. Spence Blesson Varghese 26 9 0 04 Aug 2020
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications Anirban Das A. Leaf Carlos A. Varela S. Patterson 131 44 0 05 Jun 2020
A Survey on Edge Performance Benchmarking Blesson Varghese Nan Wang David Bermbach Cheol-Ho Hong Eyal de Lara Weisong Shi Christopher Stewart 55 9 0 24 Apr 2020
QoS-Driven Job Scheduling: Multi-Tier Dependency Considerations Husam Suleiman O. Basir 13 2 0 12 Apr 2020
Modelling Fog Offloading Performance A. Majeed Peter Kilpatrick I. Spence Blesson Varghese 41 11 0 12 Feb 2020
Resource Management Techniques for Cloud-Based IoT Environment Syed Arshad Ali Manzoor Ansari Mansaf Alam 18 9 0 11 Feb 2020
Context-aware Distribution of Fog Applications Using Deep Reinforcement Learning Nan Wang Blesson Varghese 44 19 0 24 Jan 2020
Priority-based Fair Scheduling in Edge Computing A. Madej Nan Wang N. Athanasopoulos R. Ranjan Blesson Varghese 53 21 0 24 Jan 2020
A Framework for Cloud Security Risk Management Based on the Business Objectives of Organizations Ahmed E. Youssef 13 10 0 13 Jan 2020
DeFog: Fog Computing Benchmarks Jonathan McChesney Nan Wang A. Tanwer Eyal de Lara Blesson Varghese 48 96 0 25 Jul 2019
Semantics-aware Virtual Machine Image Management in IaaS Clouds Nishant Saurabh Julian Remmers Dragi Kimovski R.-C. Prodan Jorge G. Barbosa VLM 13 5 0 21 Jun 2019
Storage Solutions for Big Data Systems: A Qualitative Study and Comparison Samiya Khan Xiufeng Liu Syed Arshad Ali Mansaf Alam 11 8 0 25 Apr 2019
Cloud Futurology Blesson Varghese Philipp Leitner S. Ray Kyle Chard Adam Barker ... Cheol-Ho Hong Jeremy Singer Fung Po Tso Eiko Yoneki M. Zhani 40 26 0 10 Feb 2019
Interim Report on Adaptive Event Dispatching in Serverless Computing Infrastructures Manuel Stein 31 4 0 09 Jan 2019
Realizing Edge Marketplaces: Challenges and Opportunities Blesson Varghese M. Villari Omer F. Rana Philip James Tejal Shah M. Fazio R. Ranjan 23 14 0 04 Dec 2018
Accelerator Virtualization in Fog Computing: Moving From the Cloud to the Edge Blesson Varghese C. Reaño F. Silla GNN 48 22 0 14 Oct 2018
Blockchain access control Ecosystem for Big Data security Uchi Ugobame Uchibeke Sara Hosseinzadeh Kassani Kevin A. Schneider Ralph Deters 35 68 0 10 Oct 2018
Resource Management in Fog/Edge Computing: A Survey Cheol-Ho Hong Blesson Varghese 137 400 0 30 Sep 2018
DYVERSE: DYnamic VERtical Scaling in Multi-tenant Edge Environments Nan Wang M. Matthaiou Dimitrios S. Nikolopoulos Blesson Varghese 41 30 0 19 Sep 2018
Personal Volunteer Computing Erick Lavoie L. Hendren 30 25 0 04 Apr 2018
Addressing the Challenges in Federating Edge Resources A. C. Baktir Cagatay Sonmez Cem Ersoy Atay Ozgovde Blesson Varghese 13 6 0 14 Mar 2018
A Taxonomy and Future Directions for Sustainable Cloud Computing: 360 Degree View S. Gill Rajkumar Buyya 67 108 0 08 Dec 2017
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade Rajkumar Buyya Satish Narayana G. Casale R. Calheiros Yogesh L. Simmhan ... Wanlei Zhou Hai Jin W. Gentzsch Albert Y. Zomaya Haiying Shen AI4TS AILaw 75 143 0 24 Nov 2017
A Survey and Taxonomy of Resource Optimisation for Executing Bag-of-Task Applications on Public Clouds Long Thai Blesson Varghese Adam Barker 16 45 0 24 Nov 2017
Edge-as-a-Service: Towards Distributed Cloud Architectures Blesson Varghese Nan Wang Jianyu Li Dimitrios S. Nikolopoulos 55 21 0 27 Oct 2017
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges M. Netto R. Calheiros Eduardo Rodrigues R. L. F. Cunha Rajkumar Buyya 83 74 0 24 Oct 2017