Congestion avoidance and control
SIGCOMM '88 Symposium proceedings on Communications architectures and protocols
A control-theoretic approach to flow control
SIGCOMM '91 Proceedings of the conference on Communications architecture & protocols
Using pathchar to estimate Internet link characteristics
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Future Generation Computer Systems - Special issue on metacomputing
Measuring link bandwidths using a deterministic model of packet delay
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Internet QoS: Architectures and Mechanisms for Quality of Service
Internet QoS: Architectures and Mechanisms for Quality of Service
Host load prediction using linear models
Cluster Computing
Active probing using packet quartets
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Performance Prediction in Production Environments
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
A Neural Network Based Predictive Mechanism for Available Bandwidth
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Knowledge Processing with Interval and Soft Computing
Knowledge Processing with Interval and Soft Computing
Design and Implementation of Bandwidth Prediction Based on Grid Service
HPCC '08 Proceedings of the 2008 10th IEEE International Conference on High Performance Computing and Communications
Support vector regression for link load prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
Which network measurement tool is right for you? a multidimensional comparison study
GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
Adaptive Bandwidth Allocation and Mobility Prediction in Mobile Cellular Networks
NGMAST '09 Proceedings of the 2009 Third International Conference on Next Generation Mobile Applications, Services and Technologies
Adaptive Workload Prediction of Grid Performance in Confidence Windows
IEEE Transactions on Parallel and Distributed Systems
A Traffic Prediction Based Bandwidth Management Algorithm of a Future Internet Architecture
ICINIS '10 Proceedings of the 2010 Third International Conference on Intelligent Networks and Intelligent Systems
Computer Networks
Overlay Multicast Routing Supported by IP Multicast Routers
ISISE '10 Proceedings of the 2010 Third International Symposium on Information Science and Engineering
Evaluation and characterization of available bandwidth probing techniques
IEEE Journal on Selected Areas in Communications
| Hi-index | 0.00 |
Real Time prediction of end-to-end bandwidth is crucial for network quality of service. It remains a challenge for providing prediction in good quality. This is mainly because of uncertainties involved in network communication. Very recently a new algorithm called Rolling Interval Least Squares (RILS) [3] has been developed which significantly improved the variability forecast of the stock market. In this paper we extend the interval computing approach and applied RILS to innovatively predict bandwidth based on a wide range of rates. Experimental results indicate that RILS improved the quality of bandwidth variability prediction by about 24% when compared to current methods.