Software-defined cloud computing: A systematic review on latest trends and developments
AA Abbasi, A Abbasi, S Shamshirband… - Ieee …, 2019 - ieeexplore.ieee.org
Cloud computing concepts offer effective and efficient tools for addressing resource-hungry
computational problems. While conventional methods, architectures, and processing …
computational problems. While conventional methods, architectures, and processing …
Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning
Resource provisioning for cloud computing necessitates the adaptive and accurate
prediction of cloud workloads. However, the existing methods cannot effectively predict the …
prediction of cloud workloads. However, the existing methods cannot effectively predict the …
Self directed learning based workload forecasting model for cloud resource management
Workload prediction plays a vital role in intelligent resource scaling and load balancing that
maximize the economic growth of cloud service providers as well as users' quality of …
maximize the economic growth of cloud service providers as well as users' quality of …
Research on auto-scaling of web applications in cloud: survey, trends and future directions
Cloud computing emerging environment attracts many applications providers to deploy web
applications on cloud data centers. The primary area of attraction is elasticity, which allows …
applications on cloud data centers. The primary area of attraction is elasticity, which allows …
A resource utilization prediction model for cloud data centers using evolutionary algorithms and machine learning techniques
Cloud computing has revolutionized the modes of computing. With huge success and
diverse benefits, the paradigm faces several challenges as well. Power consumption …
diverse benefits, the paradigm faces several challenges as well. Power consumption …
Application-Oriented Cloud Workload Prediction: A Survey and New Perspectives
B Feng, Z Ding - Tsinghua Science and Technology, 2024 - ieeexplore.ieee.org
Workload prediction is critical in enabling proactive resource management of cloud
applications. Accurate workload prediction is valuable for cloud users and providers as it …
applications. Accurate workload prediction is valuable for cloud users and providers as it …
Performance evaluation of metaheuristics algorithms for workload prediction in cloud environment
The smooth operation of a cloud data center along with the best user experience is one of
the prime objectives of a resource management scheme that must be achieved at low cost in …
the prime objectives of a resource management scheme that must be achieved at low cost in …
FAST: A forecasting model with adaptive sliding window and time locality integration for dynamic cloud workloads
B Feng, Z Ding, C Jiang - IEEE Transactions on Services …, 2022 - ieeexplore.ieee.org
The workload predictor has attracted attention as a key component of the proactive service
operation management framework. However, the request and resource workloads of cloud …
operation management framework. However, the request and resource workloads of cloud …
Resource usage cost optimization in cloud computing using machine learning
Cloud computing is gaining popularity among small and medium-sized enterprises. The cost
of cloud resources plays a significant role for these companies and this is why cloud …
of cloud resources plays a significant role for these companies and this is why cloud …
An efficient proactive VM consolidation technique with improved LSTM network in a cloud environment
The power consumption of datacenters is multiplying, and several survey reports stated that
the power consumption of datacenters will reach approximately 8000 TWh by 2030 if do not …
the power consumption of datacenters will reach approximately 8000 TWh by 2030 if do not …