A Study on Internet Traffic Forecasting by Combined Forecasts
نویسندگان
چکیده
منابع مشابه
a study on insurer solvency by panel data model: the case of iranian insurance market
the aim of this thesis is an approach for assessing insurer’s solvency for iranian insurance companies. we use of economic data with both time series and cross-sectional variation, thus by using the panel data model will survey the insurer solvency.
Internet Traffic Forecasting using Neural Networks [IJCNN1337]
The forecast of Internet traffic is an important issue that has received few attention from the computer networks field. By improving this task, efficient traffic engineering and anomaly detection tools can be created, resulting in economic gains from better resource management. This paper presents a Neural Network Ensemble (NNE) for the prediction of TCP/IP traffic using a Time Series Forecast...
متن کاملTopology Aware Internet Traffic Forecasting Using Neural Networks
Forecasting Internet traffic is receiving an increasing attention from the computer networks domain. Indeed, by improving this task efficient traffic engineering and anomaly detection tools can be developed, leading to economic gains due to better resource management. This paper presents a Neural Network (NN) approach to predict TCP/IP traffic for all links of a backbone network, using both uni...
متن کاملNetwork Demand Model and Global Internet Traffic Forecasting
she worked as an assistant professor at Columbia University in New York and at Calcutta University in India. She has published papers in reputed journals on productivity measurement. Her current research interests are growth models, telecommunications pricing and demand analysis, and productivity analysis. He received his Ph.D. degree from Stanford University in Decision Analysis. He was a seni...
متن کاملFiltering and forecasting problems for aggregate traffic in Internet links
An important problem in bandwidth allocation and reservation over a communication link is to estimate the traffic bit rate in that link. This can be done by using specific tools for measurements of the traffic bit rate. However, the obtained measures are affected by some noise. Moreover, one might be interested in future traffic forecasting, when a prediction is needed. In this paper, an iterat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Korean Journal of Applied Statistics
سال: 2015
ISSN: 1225-066X
DOI: 10.5351/kjas.2015.28.6.1235