Next generation cloud computing: New trends and research directions
By Blesson Varghese, Rajkumar Buyya. Future generations computer systems, 2017
786 citations recorded by the source corpus.
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. Distributed cloud infrastructure will make use of the network edge in the future.Two tier applications will be replaced by new multi-tier cloud architectures.Next generation cloud computing impacts both societal and scientific avenues.A new marketplace will need to be developed for resources at the network edge.Security and sustainability are key to architecting future cloud systems.
Subfields: Computer Networks and Communications, Information Systems
View Paper: https://www.semanticscholar.org/paper/29b66e31975aa500501a596d7e0a6ac25d711efc
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Citations in the corpus
- Foundations and Evolution of Modern Computing Paradigms: Cloud, IoT, Edge, and Fog (2019, background): “Cloud data centres require vast amounts of energy to work, and research is being done to minimize energy usage through by optimizing resource provisioning and management policies, but also by other means such as the investigation of new system architectures [60].”
- AI for Next Generation Computing: Emerging Trends and Future Directions (2022, neutral): “Varghese and Buyya [32] introduced n innovative survey on next generation cloud computing, which does not consider AI/ML.”
- Resource Management in Fog/Edge Computing (2018, background): “clouds to be processed and stored. This computing model is not practical for the future because it is likely to increase communication latencies when billions of devices are connected to the Internet [1]. Applications will be adversely impacted because of the increase in communication latencies, the”