Next Generation Cloud Computing: New Trends and Research Directions
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Abstract (arXiv)
The landscape of cloud computing has significantly changed over the last decade. Not only have more providers and service offerings crowded the space, but also cloud infrastructure that was traditionally limited to single provider data centers is now evolving. In this paper, we firstly discuss the changing cloud infrastructure and consider the use of infrastructure from multiple providers and the benefit of decentralising computing away from data centers. These trends have resulted in the need for a variety of new computing architectures that will be offered by future cloud infrastructure. These architectures are anticipated to impact areas, such as connecting people and devices, data-intensive computing, the service space and self-learning systems. Finally, we lay out a roadmap of challenges that will need to be addressed for realising the potential of next generation cloud systems.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Jul 2017.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 1; 2024: 3; 2025: 1; 2026: 1.
8 papers.
- 2022Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligencecited by 2
- 2023Managing Cold-start in The Serverless Cloud with Temporal Convolutional Networkscited by 1
- 2024Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilitiescited by 1
- 2024PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learningcited by 1
- 2024Seamless Optical Cloud Computing across Edge-Metro Network for Generative AIcited by 1
- 2025FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systemscited by 1
- 2021Sequential Learning-based IaaS Compositioncited by 0
- 2026High-Performance Serverless Computing: A Systematic Literature Review on Serverless for HPC, AI, and Big Datacited by 0
- 2026High-Performance Serverless Computing: A Systematic Literature Review on Serverless for HPC, AI, and Big Data14 Jan 2026
- 2025FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems3 Jun 2025
- 2024Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI4 Dec 2024
- 2024PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning26 Mar 2024
- 2024Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities10 Feb 2024
- 2023Managing Cold-start in The Serverless Cloud with Temporal Convolutional Networks1 Apr 2023
- 2022Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence27 Jan 2022
- 2021Sequential Learning-based IaaS Composition24 Feb 2021