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Centralized coded caching of popular contents is studied for users with heterogeneous distortion requirements, corresponding to diverse processing and display capabilities of mobile devices. Users' distortion requirements are assumed to be…

信息论 · 计算机科学 2016-04-28 Qianqian Yang , Deniz Gunduz

This paper presents a new achievable scheme for the K-user Linear Computation Broadcast Channel (K-LCBC). A K-LCBC comprises data stored on a server and K users, each aiming to retrieve a desired linear function of the data by leveraging…

信息论 · 计算机科学 2025-04-30 Yinbin Ma , Daniela Tuninetti

Coded caching (CC) schemes exploit the cumulative cache memory of network users, outperforming traditional uncoded schemes where cache contents are only used locally. Interestingly, this CC gain can also be combined with the spatial…

信息论 · 计算机科学 2023-12-08 Kagan Akcay , MohammadJavad Salehi , Antti Tölli , Giuseppe Caire

The work establishes the exact performance limits of stochastic coded caching when users share a bounded number of cache states, and when the association between users and caches, is random. Under the premise that more balanced…

信息论 · 计算机科学 2021-01-12 Adeel Malik , Berksan Serbetci , Emanuele Parrinello , Petros Elia

As a strategy to further reduce the transmission pressure during the peak traffic times in wireless network, coded caching has been widely studied recently. And several coded caching schemes are constructed focusing on the two core problems…

信息论 · 计算机科学 2017-12-27 Minquan Cheng , Jing Jiang , Youzhi Yao

We consider the cache-aided multiple-input single-output (MISO) broadcast channel, which consists of a server with $L$ antennas and $K$ single-antenna users, where the server contains $N$ files of equal length and each user is equipped with…

信息论 · 计算机科学 2022-03-04 Ting Yang , Kai Wan , Minquan Cheng , Giuseppe Caire

We consider the classical coded caching problem as defined by Maddah-Ali and Niesen, where a server with a library of $N$ files of equal size is connected to $K$ users via a shared error-free link. Each user is equipped with a cache with…

信息论 · 计算机科学 2018-07-10 Sian Jin , Ying Cui , Hui Liu , Giuseppe Caire

We show that the problem of code construction for multiple access channel (MAC) resolvability can be reduced to the simpler problem of code construction for source resolvability. Specifically, we propose a MAC resolvability code…

信息论 · 计算机科学 2022-03-03 Rumia Sultana , Remi A. Chou

We consider a network consisting of a file server connected through a shared link to a number of users, each equipped with a cache. Knowing the popularity distribution of the files, the goal is to optimally populate the caches such as to…

信息论 · 计算机科学 2017-06-23 Urs Niesen , Mohammad Ali Maddah-Ali

Coded caching is a promising technique to create coded multicast opportunities for cache-aided networks. By splitting each file into $F$ equal packets (i.e., the subpacketization level $F$) and letting each user cache a set of packets, the…

信息论 · 计算机科学 2025-10-28 Minquan Cheng , Yifei Huang , Youlong Wu , Jinyan Wang

We consider the coded caching system where each user, equipped with a private cache, accesses a distinct r-subset of access caches. A central server housing a library of files populates both private and access caches using uncoded…

信息论 · 计算机科学 2025-07-01 Dhruv Pratap Singh , Anjana A. Mahesh , B. Sundar Rajan

The beginning of the 21st century has seen many projects on distributed hash tables, both research and commercial. One of their aims has been to replace the first generation of file sharing software with scalable peer-to-peer architectures.…

分布式、并行与集群计算 · 计算机科学 2014-07-17 Kari Visala

Recent advances in data analytics have enabled the accurate prediction of user access patterns, giving rise to the idea of packed caching delivering multiple co accessed data items together as a bundle. This improves caching efficiency, as…

分布式、并行与集群计算 · 计算机科学 2025-09-17 Suvarthi Sarkar , Aadarshraj Sah , Poddutoori Sweeya Reddy , Aryabartta Sahu

Caching networks are designed to reduce traffic load at backhaul links, by serving demands from edge-nodes. In the past decades, many studies have been done to address the caching problem. However, in practice, finding an optimal caching…

网络与互联网体系结构 · 计算机科学 2018-07-03 Elahe Rezaei , Hafez Eslami Manoochehri , Babak Hossein Khalaj

Caching of popular content during off-peak hours is a strategy to reduce network loads during peak hours. Recent work has shown significant benefits of designing such caching strategies not only to deliver part of the content locally, but…

信息论 · 计算机科学 2016-06-14 Nikhil Karamchandani , Urs Niesen , Mohammad Ali Maddah-Ali , Suhas Diggavi

We consider the problem of designing decentralized schemes for coded caching. In this problem there are $K$ users each caching $M$ files out of a library of $N$ total files. The question is to minimize $R$, the number of broadcast…

信息论 · 计算机科学 2018-01-25 Yitao Chen , Karthikeyan Shanmugam , Alexandros G. Dimakis

Caching is a technique to reduce peak traffic rates by prefetching popular content into memories at the end users. Conventionally, these memories are used to deliver requested content in part from a locally cached copy rather than through…

信息论 · 计算机科学 2014-05-06 Mohammad Ali Maddah-Ali , Urs Niesen

Centralized coded caching problem is studied for the two-user scenario, considering heterogeneous cache capacities at the users and private channels from the server to the users, in addition to a shared channel. Optimal caching and delivery…

信息论 · 计算机科学 2019-01-07 Daming Cao , Deyao Zhang , Pengyao Chen , Nan Liu , Wei Kang , Deniz Gündüz

Coded Distributed Computing (CDC) introduced by Li et al. in 2015 offers an efficient approach to trade computing power to reduce the communication load in general distributed computing frameworks such as MapReduce and Spark. In particular,…

信息论 · 计算机科学 2020-07-23 Nicholas Woolsey , Rong-Rong Chen , Mingyue Ji

Wireless communications at the chip scale emerge as a interesting complement to traditional wire-based approaches thanks to their low latency, inherent broadcast nature, and capacity to bypass pin constraints. However, as current trends…

新兴技术 · 计算机科学 2023-01-30 Bernat Ollé , Pau Talarn , Albert Cabellos-Aparicio , Filip Lemic , Eduard Alarcón , Sergi Abadal