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Author/Affiliation: Jason O. Hallstrom

Mobility Intelligence: Machine Learning Methods for Received Signal Strength Indicator-based Passive Outdoor Localization

by Fanchen Bao, Stepan Mazokha and Jason O. Hallstrom

Advances in Science, Technology and Engineering Systems Journal, Volume 7, Issue 6, Page # 269–282, 2022; DOI: 10.25046/aj070631

Abstract:

Knowledge of pedestrian and vehicle movement patterns can provide valuable insights for city planning. Such knowledge can be acquired via passive outdoor localization of WiFi-enabled devices using measurements of Received Signal Strength Indicator (RSSI) from WiFi probe requests. In this paper, which is an extension of the work initially presented in WiMob 2021, we continue…

A Reliable, Non-Invasive Approach to Data Center Monitoring and Management

by Moises Levy and Jason O. Hallstrom

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 1577–1584, 2017; DOI: 10.25046/aj0203196

Abstract:

Recent standards, legislation, and best practices point to data center infrastructure management systems to control and monitor data center performance. This work presents an innovative approach to address some of the challenges that currently hinder data center management. It explains how monitoring and management systems should be envisioned and implemented. Key parameters associated with data…