True 3-D displays for avionics and mission crewstations
Elizabeth A. Sholler, Frederick M. Meyer, et al.
SPIE AeroSense 1997
An analytical technique called thermal diagnostics is presented as a tool for determining the root cause of thermal anomalies arising in electronic equipment. The technique utilizes a dynamically constructed flow network model, real-time inventory, temperature, utilization metrics, and statistical hypothesis testing to select the most likely scenario from among thousands of potential causes of thermal problems. This paper describes the concept of thermal diagnostics and concludes with results from a laboratory evaluation in which we physically trigger thermal anomalies on a running IBM eServer™ BladeCenter® system and record the diagnosis given by the algorithm. In these tests, our algorithm correctly diagnosed the thermal situation and provided meaningful guidance toward clearing the detected problems. ©Copyright 2005 by International Business Machines Corporation.
Elizabeth A. Sholler, Frederick M. Meyer, et al.
SPIE AeroSense 1997
M.J. Slattery, Joan L. Mitchell
IBM J. Res. Dev
Rafae Bhatti, Elisa Bertino, et al.
Communications of the ACM
Gabriele Dominici, Pietro Barbiero, et al.
ICLR 2025