Next generation cloud computing: New trends and research directions

B Varghese, R Buyya - Future Generation Computer Systems, 2018 - Elsevier
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 …

The internet of things, fog and cloud continuum: Integration and challenges

L Bittencourt, R Immich, R Sakellariou, N Fonseca… - Internet of Things, 2018 - Elsevier
Abstract The Internet of Things needs for computing power and storage are expected to
remain on the rise in the next decade. Consequently, the amount of data generated by …

DMRO: A deep meta reinforcement learning-based task offloading framework for edge-cloud computing

G Qu, H Wu, R Li, P Jiao - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
With the explosive growth of mobile data and the unprecedented demand for computing
power, resource-constrained edge devices cannot effectively meet the requirements of …

A manifesto for future generation cloud computing: Research directions for the next decade

R Buyya, SN Srirama, G Casale, R Calheiros… - ACM computing …, 2018 - dl.acm.org
The Cloud computing paradigm has revolutionised the computer science horizon during the
past decade and has enabled the emergence of computing as the fifth utility. It has captured …

Challenges and issues of resource allocation techniques in cloud computing

A Abid, MF Manzoor, MS Farooq, U Farooq… - KSII Transactions on …, 2020 - koreascience.kr
In a cloud computing paradigm, allocation of various virtualized ICT resources is a complex
problem due to the presence of heterogeneous application (MapReduce, content delivery …

[HTML][HTML] A review on job scheduling technique in cloud computing and priority rule based intelligent framework

SA Murad, AJM Muzahid, ZRM Azmi, MI Hoque… - Journal of King Saud …, 2022 - Elsevier
In recent years, the concept of cloud computing has been gaining traction to provide
dynamically increasing access to shared computing resources (software and hardware) via …

Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm

A Asghari, MK Sohrabi, F Yaghmaee - The Journal of Supercomputing, 2021 - Springer
Cloud computing is one of the most popular distributed environments, in which, multiple
powerful and heterogeneous resources are used by different user applications. Task …

Task scheduling in cloud computing environment by grey wolf optimizer

N Bacanin, T Bezdan, E Tuba… - 2019 27th …, 2019 - ieeexplore.ieee.org
Cloud computing is an emerging computer technology, that provides distributed, scalable,
elastic computer resources to the end-user over the Internet. One of the most challenging …

Recent advancements in resource allocation techniques for cloud computing environment: a systematic review

SHH Madni, MSA Latiff, Y Coulibaly, SM Abdulhamid - cluster computing, 2017 - Springer
There are two actors in cloud computing environment cloud providers and cloud users. On
one hand cloud providers hold enormous computing resources in the cloud large data …

Software-defined networks for resource allocation in cloud computing: A survey

A Mohamed, M Hamdan, S Khan, A Abdelaziz… - Computer Networks, 2021 - Elsevier
Cloud computing has a shared set of resources, including physical servers, networks,
storage, and user applications. Resource allocation is a critical issue for cloud computing …