2024/02/18 by Bayram, Erkan, Bastopcu, Melih, Belabbas, Mohamed-Ali +1
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
paper · doi:10.48550/arxiv.2402.11462
We consider information update systems on a gossip network, which consists of a single source and n receiver nodes. The source encrypts the information into n distinct keys with version stamps, sending a unique key to each node. For decoding the information in a k-out-of-n system, each receiver node requires at least k+1 different keys with the same version, shared over peer-to-peer connections. Each node determines k based on a given function, ensuring that as k increases, the precision of the decoded information also increases. We consider two different schemes: a memory scheme (in which the nodes keep the source's current and previous encrypted messages) and a memoryless scheme (in which the nodes are allowed to only keep the source's current message). We measure the ''timeliness'' of information updates by using the k-keys version age of information. Our work focuses on determining closed-form expressions for the time average age of information in a heterogeneous random graph under both with memory and memoryless schemes.