Results 91 to 100 of about 1,050 (205)

Percentile Performance Estimation of Unreliable IaaS Clouds and Their Cost-Optimal Capacity Decision

IEEE Access, 2017
Through Internet, a cloud computing system provides shared resources, data, and information to users or tenant users in an on-demand and pay-as-you-go styles. It delivers large-scale utility computing services to a wide range of consumers. To ensure that
Wanbo Zheng, Mengchu Zhou, Lei Wu, Yunni Xia, Xin Luo, Shanchen Pang, Qingsheng Zhu, Yanqing Wu   +7 more
doaj   +1 more source

A Comparative Study of Machine Learning Models for Multivariate NextG Network Traffic Prediction with SLA-based Loss Function

, 2023
As Next Generation (NextG) networks become more complex, the need to develop a robust, reliable network traffic prediction framework for intelligent network management increases.
Baykal, Asude
core  

Predicting SLA Violations in Real Time using Online Machine Learning

CoRR, 2015
8 pages, 5 figures, 4 ...
Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler   +5 more
openaire   +2 more sources

Deployment-Aware Predictive Resource Allocation in 5G, 6G, and Beyond RANs Using Integrated Deep and Reinforcement Learning

IEEE Open Journal of the Communications Society
The evolution of 5G and the emergence of 6G networks introduce stringent and often conflicting requirements across heterogeneous service classes, including enhanced Mobile Broadband (eMBB), Ultra-Reliable Low-Latency Communications (URLLC), and massive ...
Mert Yagcioglu
doaj   +1 more source

SLA-Aware Best Fit Decreasing Techniques for Workload Consolidation in Clouds

IEEE Access, 2019
Cloud computing emerged as one of the leading computational paradigms due to elastic resource provisioning and pay-as-you-go model. Large data centers are used by the service providers to host the various services.
Saad Mustafa, Kinza Sattar, Junaid Shuja, Shahzad Sarwar, Tahir Maqsood, Sajjad A. Madani, Sghaier Guizani   +6 more
doaj   +1 more source

An Unsupervised Detection-to-Mitigation Framework for Resource Exhaustion Attacks in 5G/6G Network Slicing

Sensors
Massive Internet of Things (IoT) and sensor-network services in 5G/6G systems increasingly rely on network slicing to support large-scale sensing, monitoring, and mission-critical applications.
Ja-Eun Kim, Hye-Yoon Jeong, Jae-Hyun Pi, Myung-Sun Baek, Hyoung-Kyu Song   +4 more
doaj   +1 more source

Detection of SLA violation for big data analytics applications in cloud

, 2020
SLA violations do happen in real world. An SLA violation represents the failure of guaranteeing a service, which leads to unwanted consequences such as penalty payments, profit margin reduction, reputation degradation, customer churn and service ...
Zeng, X (15636368), Bista, S (15721853), Saurabh Garg (14737216), Zomaya, A (15710009), Barika, M (15690215), Puthal, D (15710006), Ranjan, R (15636380)   +6 more
core  

Preventing and Rectifying Cloud Quality of Service Violation Through Adaptive Resource Scaling and Replication

International Journal of Technology, 2019
One major challenge in delivering and accessing cloud applications is the management of Quality of Services (QoS). It is mandatory for cloud service providers to ensure their performance and fulfil QoS, as defined in the Service Level Agreement (SLA).
Tong-Sheng Wong, Gaik-Yee Chan, Fang-Fang Chua   +2 more
doaj   +1 more source

Migration Control in Cloud Computing to Reduce the SLA Violation

, 2017
The requisition of cloud based services are more eminent because of the enormous benefits of cloud such as pay-as-you-use flexibility,scalability and low upfront cost.
, Deeksha Bundela, Major Singh Goraya
core   +1 more source

A Framework for Orchestrating Secure and Dynamic Access of IoT Services in Multi-Cloud Environments

IEEE Access, 2018
IoT devices have complex requirements but their limitations in terms of storage, network, computing, data analytics, scalability, and big data management require it to be used it with a technology like cloud computing.
Muhammad Kazim, Lu Liu, Shao Ying Zhu
doaj   +1 more source