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 …

A dynamic resource allocation algorithm in cloud computing based on workflow and resource clustering

Q Shang - Journal of Internet Technology, 2021 - jit.ndhu.edu.tw
Since the complexity of large-scale and scientific computation, workflow has been used for
task decomposition in cloud computing. A dynamic resource allocation algorithm based on …

Group: An end-to-end multi-step-ahead workload prediction approach focusing on workload group behavior

B Feng, Z Ding - Proceedings of the ACM Web Conference 2023, 2023 - dl.acm.org
Accurately forecasting workloads can enable web service providers to achieve proactive
runtime management for applications and ensure service quality and cost efficiency. For …

[PDF][PDF] Towards Service Level Agreement Quantification on Service-Based Computing

IV Paputungan, AK Denna… - Jurnal Ilmiah Teknik …, 2022 - eprints.uad.ac.id
A service Level Agreement is an agreement between service providers and consumers that
contains the rights and obligations of both parties, particularly in terms of the delivery of …

Cost aware decision support for cloud data centres

S Svorobej - 2019 - doras.dcu.ie
Cloud computing became a popular IT and business trend in recent years, due to its
scalability, reliability, ease of access and low costs. The demand for cloud services has led …