Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …

The term “Internet-of-Things” is used as an umbrella keyword for covering various aspects
related to the extension of the Internet and the Web into the physical realm, by means of the …

Bitrate adaptation is critical in ensuring good users' quality-of-experience (QoE) in Internet
video delivery system. Several efforts have argued that accurate throughput prediction can …

While many public cloud providers offer pay-as-you-go computing, their varying approaches
to infrastructure, virtualization, and software services lead to a problem of plenty. To help …

Small RTTs (~ tens of microseconds), bursty flow arrivals, and a large number of concurrent
flows (thousands) in datacenters bring fundamental challenges to congestion control as they …

Increasingly, network applications must communicate with counterparts across disparate
networking environments characterized by significantly different sets of physical and …

Three experimental environments traditionally support network and distributed systems
research: network emulators, network simulators, and live networks. The continued use of …

A Resilient Overlay Network (RON) is an architecture that allows distributed Internet
applications to detect and recover from path outages and periods of degraded performance …

In this paper we use jump process driven Stochastic Differential Equations to model the
interactions of a set of TCP flows and Active Queue Management routers in a network …

Provides a modern mathematical approach to the design of communication networks for
graduate students, blending control, optimization, and stochastic network theories. A broad …