In order to meet stringent performance requirements, system administrators must effectively
detect undesirable performance behaviours, identify potential root causes, and take …

Fault detection and identification algorithms may rely on knowledge of underlying system
dynamics while some eschew this modeling in favor of data-driven anomaly detection. This …

Existing low-cost unmanned aerospace systems are unreliable, and engineers must blend
reliability analysis with fault-tolerant control in novel ways. This dissertation introduces the …

The analysis of distributed techniques is often focused upon their efficiency, without
considering their robustness (or lack thereof). Such a consideration is particularly important …

The tremendous amount of data are generated and collected by telecommunication
companies. These data include call detail data which describe the calls traversing the …

The impact of computer networks on modern society cannot be estimated. Arguably,
computer networks are one of the core enablers of the contemporary world. Large computer …