MrLBA: multi-resource load balancing algorithm for cloud computing using ant colony optimization
Sign Up to like & getrecommendations! Published in 2021 at "Cluster Computing"
DOI: 10.1007/s10586-021-03322-3
Abstract: Cloud computing is a new paradigm of computing. This paradigm delivers services over the internet and eliminates requirements for local data storage. Instead of purchasing hardware and software, cloud computing enables users to use storage… read more here.
Keywords: resource load; cloud computing; load balancing; cloud ... See more keywords
Deep-Deterministic Policy Gradient Based Multi-Resource Allocation in Edge-Cloud System: A Distributed Approach
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3249153
Abstract: Edge Cloud (EC) empowers the beyond 5G (B5G) wireless networks to cope with large-scale and real-time traffics of Internet-of-Things (IoT) by minimizing the latency and providing compute power at the edge of the network. Due… read more here.
Keywords: multi resource; edge cloud; resource allocation; cloud ... See more keywords
A new multi-resource allocation mechanism: A tradeoff between fairness and efficiency in cloud computing
Sign Up to like & getrecommendations! Published in 2018 at "China Communications"
DOI: 10.1109/cc.2018.8331991
Abstract: This paper addresses multi-resource fair allocation: a fundamental research topic in cloud computing. To improve resource utilization under well-studied fairness constraints, we propose a new allocation mechanism called Dominant Resource with Bottlenecked Fairness (DRBF), which… read more here.
Keywords: allocation mechanism; resource; cloud computing; multi resource ... See more keywords
Distributed algorithms for multi-resource allocation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3144376
Abstract: Novel networks infrastructures raising with 5G technologies are pushing for the distribution of computing and network resource control to meet stringent requirements in terms of latency and reliability and speed. 5G systems bring a key… read more here.
Keywords: distributed algorithms; multi resource; resource; resource allocation ... See more keywords
Multi-resource collaborative optimization for adaptive virtual machine placement
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.852
Abstract: The unbalanced resource utilization of physical machines (PMs) in cloud data centers could cause resource wasting, workload imbalance and even negatively impact quality of service (QoS). To address this problem, this paper proposes a multi-resource… read more here.
Keywords: multi resource; collaborative optimization; resource collaborative; resource ... See more keywords