Combined Strategy for Cellular Traffic Congestion Management

Active Traffic Management as a Tool for Addressing Traffic Congestion

Traffic Management using Multilevel Explicit Congestion Notification

In this paper we present a new traffic management scheme based on an enhanced Explicit Congestion Notification (ECN) mechanism. In particular we used multilevel ECN, which conveys more accurate feedback information about the network congestion status than the current two levels ECN. We have designed a TCP source reaction that takes advantage of the extra information about congestion and tunes b...

Enhanced ethernet congestion management scheme for multicast traffic

The Quantized Congestion Notification (QCN) is a Layer 2 congestion control scheme for Carrier Ethernet data center networks. The QCN has been standardized as an IEEE 802.1Qau Ethernet Congestion Notification standard. This paper report a results of a QCN study with multicast traffic and proposes an enhancement to the QCN. In fact, in order to be able to scale up, the feedback implosion problem...

Traffic Congestion Mitigation as an Emissions Reduction Strategy

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Traffic Congestion Classification Using Cellular Phone Activity Data

Full cellphone activity (FCA) data refers to the full records of real-time cellphone communication signals generated by cellular towers while maintaining cellular services both onand off-call. Such signal data may be related to phone calls, texting, web browsing, video and audio streaming, Location-Based Service (LBS) and other cellphone activities. This paper compares different machine learnin...