With the rapid proliferation of data centers, their energy consumption and greenhouse gas
emissions have significantly increased. Some efforts have been made to control and lower …

网络流量是衡量网络运行负荷和状态的重要参数, 也是网络规划, 流量管理等方面起着重要作用
的重要参数. 在流量管理中, 流量模型用于评价接入控制机制和预测网络性能 …

The goal of monitoring contractual service level agreements (SLAs) is to measure the
performance of a service, to evaluate whether its provider complies with the level of quality …

This article describes a fast, statistically principled method for monitoring streams of network
counts, which have long-term trends, rough cyclical patterns, outliers, and missing data. The …

This paper deals with a wavelet based forecasting method for WiMAX traffic time series. It is
based on an algorithm composed by a few steps. One of these steps is the computation of …

Providing fine-grained traffic measurement is crucial for many network management and
optimization tasks such as traffic engineering, anomaly detection, load balancing, power …

With the rapid growth of Internet traffic, accurate and reliable prediction of Internet traffic has
been a key issue in network management and planning. This paper proposes an …

With the fast proliferation of cloud computing, major cloud service providers, eg, Amazon,
Google, Facebook, etc., have been deploying more and more geographically distributed …

Delivering perfectly alright real-time traffic information is crucial for managing a wide range
of networks, particularly vehicular communications, anomaly analysis, networking …

Forecasting of network traffic plays a very important role in many domains such as
congestion control, adaptive applications, network management and traffic engineering. A …