Results 101 to 110 of about 4,084 (211)

Web Service Qos Prediction Based on Autoencoder with Mini-Batch Gradient Descent

open access: yesITEGAM-JETIA
Reliability prediction of Web services has become very important in related research communities. Especially, predicting the Quality of Service (QoS) for active users has been a hot issue of research and application.
Le Van Thinh
doaj   +1 more source

Detecting and Predicting Models for QoS Optimization in SDN

open access: yesJournal of Computer Networks and Communications
Recently, deep learning algorithms and software‐defined networking technologies enabled traffic management to be more controllable in IP networking and mobile Internet to yield quality services to subscribers. Quality of service (QoS) needs more effort to optimize QoS performance.
Getahun Wassie Geremew   +2 more
openaire   +3 more sources

Traffic pattern prediction in cellular networks.

open access: yes, 2011
PhDIncreasing numbers of users together with a more use of high bit-rate services complicate radio resource management in 3G systems. In order to improve the system capacity and guarantee the QoS, a large amount of research had been carried out on radio ...
Zhang, Kejing
core  

Towards an Effective QoS Prediction of Web Services using Context-Aware Dynamic Bayesian Network Model

open access: yes, 2018
The functionally equivalent web services (WSs) with different quality of service (QoS) leads to WS discovery models to identify the optimal WS. Due to the unpredictable network connections and user environment, the predicted values of the QoS are likely ...
Parthiban, Latha   +5 more
core   +1 more source

Temporal QoS prediction based on multi-source features and multitask learning in cloud service recommendation

open access: yes四川大学学报. 自然科学版
With the popularization of cloud computing technology,the number of cloud services is increasing exponentially,and users are no longer satisfied with functional requirements.Quality of Service (QoS) has become a key performance indicator for comparing ...
CHEN Man-Man   +3 more
doaj  

5G QoS Prediction and Application Offloading

open access: yes
146151Network QoS prediction enables campus networks to provide notifications about predicted dynamic QoS changes to the network as well as to interested services or applications, which can proactively adapt their behavior and take corrective measures ...
Ali-Tolppa, Janne   +4 more
core  

Exploring the impact of iaccuracy and imprecision of QoS assumptions on proactive constraint-based QoS prediction for service orchestrations

open access: yes, 2012
Constraint-based Quality of Service (QoS) prediction is a method for predicting violations of Service Level Agreements (SLAs) in an executing instance of a service orchestration.
Ivanovic, Dragan   +2 more
core  

BERT-Based Approaches for Web Service Selection and Recommendation: A Systematic Review with a Focus on QoS Prediction

open access: yesFuture Internet
Effective web service selection and recommendation are critical for ensuring high-quality performance in distributed and service-oriented systems. Recent research has increasingly explored the use of BERT (Bidirectional Encoder Representations from ...
Vijayalakshmi Mahanra Rao   +2 more
doaj   +1 more source

Service composition at various granularity levels with QOS-based prediction [PDF]

open access: yes
วิทยานิพนธ์ (วท.ม.)--จุฬาลงกรณ์มหาวิทยาลัย, 2553การประกอบเซอร์วิซเป็นการสร้างเซอร์วิซใหม่ขึ้นมาจากการทำงานร่วมกันของเซอร์วิซที่มีอยู่แล้ว โดยการกำหนดประเภทของเซอร์วิซหรือเซอร์วิซนามธรรมที่ต้องการให้ทำงานร่วมกันขึ้นมา แล้วเลือกเซอร์วิซอินสแตนซ์ท ...
นิธิโรจน์ วงศ์สว่างพานิช
core   +1 more source

Towards critical event monitoring, detection and prediction for self-adaptive future Internet applications

open access: yes, 2011
The Future Internet (FI) will be composed of a multitude of diverse types of services that offer flexible, remote access to software features, content, computing resources, and middleware solutions through different cloud delivery models, such as IaaS ...
Engen, Vegard   +4 more
core  

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