8 papers
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge
SM Zobaed, Ali Mokhtari, Jaya Prakash Champati +2
Smart IoT-based systems often desire continuous execution of multiple latency-sensitive Deep Learning (DL) applications. The edge servers serve as the cornerstone of such IoT-based…
Estimating Active Cases of COVID-19
Javier Álvarez, Carlos Baquero, Elisa Cabana +17
Having accurate and timely data on confirmed active COVID-19 cases is challenging, since it depends on testing capacity and the availability of an appropriate infrastructure to per…
Scheduling of Wireless Edge Networks for Feedback-Based Interactive Applications
Samuele Zoppi, Jaya Prakash Champati, James Gross +1
Interactive applications with automated feedback will largely influence the design of future networked infrastructures. In such applications, status information about an environmen…
On the Minimum Achievable Age of Information for General Service-Time Distributions
Jaya Prakash Champati, Ramana R. Avula, Tobias J. Oechtering +1
There is a growing interest in analysing the freshness of data in networked systems. Age of Information (AoI) has emerged as a popular metric to quantify this freshness at a given…
Detecting State Transitions of a Markov Source: Sampling Frequency and Age Trade-off
Jaya Prakash Champati, Mikael Skoglund, James Gross
We consider a finite-state Discrete-Time Markov Chain (DTMC) source that can be sampled for detecting the events when the DTMC transits to a new state. Our goal is to study the tra…
Statistical Guarantee Optimization for AoI in Single-Hop and Two-Hop Systems with Periodic Arrivals
Jaya Prakash Champati, Hussein Al-Zubaidy, James Gross
Age of Information (AoI) has proven to be a useful metric in networked systems where timely information updates are of importance. In the literature, minimizing "average age" has r…