The proposed initiative is a multi-disciplinary effort involving the colleges of engineering and basic sciences. It has a dual long term goal: (a) to develop and implement telemetry suited for challenging environments capable of high throughput, and (b) to develop data analysis and visualization tools on parallel architectures capable of efficiently interfacing with experiments and processing m...

We carried out a comparative analysis of the algorithms for detecting a rectangular impulse against Gaussian white noise under either authorized or unauthorized access to the transmitted data. We presupposed that for data transmission the binary communication system is used and that the useful information in the data is whether the signal is present or absent. The case is that unauthorized acce...

To enable optical interconnect fluidity in next-generation data centers, we propose adaptive transmission based on machine learning a wavelength-routing network. We consider programmable transmitters that can apply N possible code rates to connections predicted bit error rate (BER) values. classify the BER, employ preprocessing algorithm feed traffic neural network classifier. demonstrate signi...