3 papers
cs.NI2026
Goal-Oriented Status Updating for Real-time Remote Inference over Networks with Two-Way Delay
Cagri Ari, Md Kamran Chowdhury Shisher, Yin Sun +1
We study a setting where an intelligent model (e.g., a pre-trained neural network) infers the real-time value of a target signal using data samples transmitted from a remote source…
cs.NI2025
Goal-Oriented Random Access (GORA)
Ahsen Topbas, Cagri Ari, Onur Kaya +1
We propose Goal-Oriented Random Access (GORA), where transmitters jointly optimize what to send and when to access the shared channel to a common access point, considering the ulti…
cs.NI2024
Goal-Oriented Communications for Remote Inference under Two-Way Delay with Memory
Cagri Ari, Md Kamran Chowdhury Shisher, Elif Uysal +1
We study the design of a goal-oriented sampling and scheduling strategy through a channel with highly variable two-way random delay, which can exhibit memory (e.g., Delay and Disru…