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相关论文: Optimizing Information Freshness Through Computati…

200 篇论文

We design efficient online scheduling policies to maximize the freshness of information delivered to the users in a cellular network under both adversarial and stochastic channel and mobility assumptions. The information freshness achieved…

信息论 · 计算机科学 2022-06-14 Abhishek Sinha , Rajarshi Bhattacharjee

This paper characterizes the fundamental trade-off between throughput and Age of Information (AoI) in wireless networks where multiple devices transmit status updates to a central base station over unreliable channels. To address the…

系统与控制 · 电气工程与系统科学 2025-09-09 Lin Wang , I-Hong Hou

The freshness of real-time status processing of time-sensitive information is crucial for several applications, including healthcare monitoring and autonomous vehicles. This freshness is considered in this paper for the system where…

网络与互联网体系结构 · 计算机科学 2022-10-04 Chanikarn Nikunram , Wasin Meesena , Stephen John Turner , Sucha Supittayapornpong

Age of Information (AoI) is a crucial metric for quantifying information freshness in real-time systems where the sampling rate of data packets is time-varying. Evaluating AoI under such conditions is challenging, as system states become…

信息论 · 计算机科学 2025-07-08 Jin Xu , Weiqi Wang , Natarajan Gautam

This paper considers a communication system where a source sends time-sensitive information to its destination. We assume that both arrival and service processes of the messages are memoryless and the source has a single server with no…

信息论 · 计算机科学 2022-12-09 Ashirwad Sinha , Praful D. Mankar , Nikolaos Pappas , Harpreet S. Dhillon

A large body of applications that involve monitoring, decision making, and forecasting require timely status updates for their efficient operation. Age of Information (AoI) is a newly proposed metric that effectively captures this…

信息论 · 计算机科学 2018-10-09 George Stamatakis , Nikolaos Pappas , Apostolos Traganitis

Using multiple sensors to update the status process of interest is promising in improving the information freshness. The unordered arrival of status updates at the monitor end poses a significant challenge in analyzing the timeliness…

信息论 · 计算机科学 2024-12-12 Zhengchuan Chen , Yi Qu , Nikolaos Pappas , Chaowei Tang , Min Wang , Tony Q. S. Quek

Age of Information (AoI), measures the time elapsed since the last received information packet was generated at the source. We consider the problem of AoI minimization for single-hop flows in a wireless network, under pairwise interference…

信息论 · 计算机科学 2018-03-20 Rajat Talak , Sertac Karaman , Eytan Modiano

In this paper, we study the intricate realm of digital twin synchronization and deployment in multi-access edge computing (MEC) networks, with the aim of optimizing and balancing the two performance metrics Age of Information (AoI) and…

网络与互联网体系结构 · 计算机科学 2024-09-19 Yongna Guo , Yaru Fu , Yan Zhang , Tony Q. S. Quek

While mobile edge computing (MEC) alleviates the computation and power limitations of mobile devices, additional latency is incurred when offloading tasks to remote MEC servers. In this work, the power-delay tradeoff in the context of task…

网络与互联网体系结构 · 计算机科学 2017-10-03 Chen-Feng Liu , Mehdi Bennis , H. Vincent Poor

In this paper, we consider the cellular Internet of unmanned aerial vehicles (UAVs), where UAVs sense data for multiple tasks and transmit the data to the base station (BS). To quantify the "freshness" of the data at the BS, we bring in the…

信号处理 · 电气工程与系统科学 2020-02-06 Shuhang Zhang , Hongliang Zhang , Lingyang Song , Zhu Han , H. Vincent Poor

Freshness-aware computation offloading has garnered great attention recently in the edge computing arena, with the aim of promptly obtaining up-to-date information and minimizing the transmission of outdated data. However, most of the…

网络与互联网体系结构 · 计算机科学 2024-01-24 Nan Qiao , Sheng Yue , Yongmin Zhang , Ju Ren

A new timeliness metric, called Age-of-Information (AoI), has recently attracted a lot of research interests for real-time applications with information updates. It has been extensively studied for various queueing models based on the…

信息论 · 计算机科学 2023-02-17 Zhongdong Liu , Yu Sang , Bin Li , Bo Ji

Age of Information (AoI) has become an important concept in communications, as it allows system designers to measure the freshness of the information available to remote monitoring or control processes. However, its definition tacitly…

网络与互联网体系结构 · 计算机科学 2022-02-02 Federico Chiariotti , Josefine Holm , Anders E. Kalør , Beatriz Soret , Søren K. Jensen , Torben B. Pedersen , Petar Popovski

We consider the peak age-of-information (PAoI) in an M/M/1 queueing system with packet delivery error, i.e., update packets can get lost during transmissions to their destination. We focus on two types of policies, one is to adopt…

性能 · 计算机科学 2016-05-03 Kun Chen , Longbo Huang

Most existing stochastic models on age of information (AoI) focus on a single shared server serving status update packets from $N>1$ sources where each packet update stream is Poisson, i.e., single-hop scenario. In the current work, we…

信息论 · 计算机科学 2024-08-05 Nail Akar , Melih Bastopcu , Sennur Ulukus , Tamer Başar

The demand for real-time cloud applications has seen an unprecedented growth over the past decade. These applications require rapidly data transfer and fast computations. This paper considers a scenario where multiple IoT devices update…

分布式、并行与集群计算 · 计算机科学 2018-12-03 Abubakr Alabbasi , Vaneet Aggarwal

We consider an information update system consisting of $N$ sources sending status packets at random instances according to a Poisson process to a remote monitor through a single server. We assume a heteregeneous server with exponentially…

信息论 · 计算机科学 2023-10-05 Ege Orkun Gamgam , Nail Akar

Age of Information (AoI) and Peak AoI (PAoI) and their analytical models have recently drawn substantial amount of attention in information theory and wireless communications disciplines, in the context of qualitative assessment of…

性能 · 计算机科学 2023-10-05 Ozancan Dogan , Nail Akar

This paper considers a cooperative Internet of Things (IoT) system with a source aiming to transmit randomly generated status updates to a designated destination as timely as possible under the help of a relay. We adopt a recently proposed…

信息论 · 计算机科学 2021-01-05 Bohai Li , Qian Wang , He Chen , Yong Zhou , Yonghui Li