5 citations · 7 across the 11 of their papers we have counts for
21 papers
Coded Computing for Dynamic System via Cartesian Products
Chenglin Li, Minquan Cheng, Youlong Wu
This paper studies coded distributed computing (CDC) in a dynamic system in which workers may depart and new clusters may join. The caches of the surviving workers and their existi…
Proactive Coded Caching Scheme for D2D Networks
Qiaoling Zhang, Changlu Lin, Minquan Cheng
Coded caching and device-to-device (D2D) communication are two effective techniques for alleviating network traffic. Secure transmission and file privacy have also become critical…
A Construction Framework of Coded Caching Scheme for Multi-Access MISO Systems via Knapsack Problem
Siying Luo, Youlong Wu, Mingming Zhang +2
This paper investigates the coded caching problem in a multi-access multiple-input single-output (MAMISO) network with the combinatorial topology. The considered system consists of…
Multiaccess Coded Caching with Heterogeneous Retrieval Costs
Wenbo Huang, Minquan Cheng, Kai Wan +3
The multiaccess coded caching (MACC) system, as formulated by Hachem {\it et al.}, consists of a central server with a library of files, connected to cache-less users via a…
A New Construction Structure on Coded Caching with Linear Subpacketization: Non-Half-Sum Latin Rectangle
Yongcheng Yang, Minquan Cheng, Kai Wan +1
Coded caching is recognized as an effective method for alleviating network congestion during peak periods by leveraging local caching and coded multicasting gains. The key challeng…
Placement Delivery Array for Cache-Aided MIMO Systems
Yifei Huang, Kai Wan, Minquan Cheng +2
We consider a cache-aided multiple-input multiple-output (MIMO) network, where a server equipped with antennas and a library of equal-size files communicates…
A New Construction Structure on MISO Coded Caching with Linear Subpacketization: Half-Sum Disjoint Packing
Bowen Zheng, Minquan Cheng, Kai Wan +1
In the cache-aided multiple-input single-output (MISO) broadcast channel (BC) system, the server is equipped with antennas and communicates with single-antenna…
Distributed Linearly Separable Computation with Arbitrary Heterogeneous Data Assignment
Ziting Zhang, Kai Wan, Minquan Cheng +2
Distributed linearly separable computation is a fundamental problem in large-scale distributed systems, requiring the computation of linearly separable functions over different dat…
A New Construction Structure on Multi-access Coded Caching with Linear Subpacketization: Cyclic Multi-Access Non-Half-Sum Disjoint Packing
Mengyuan Li, Minquan Cheng, Kai Wan +1
We consider the multi-access coded caching system introduced by Hachem et al., which consists of a central server with files and cache nodes, each of memory siz…
A Low-Complexity Framework for Multi-access Coded Caching Systems with Arbitrary User-cache Access Topology
Ting Yang, Kai Wan, Minquan Cheng +3
This paper studies the multi-access coded caching (MACC) problem with arbitrary user-cache access topology, which extends existing MACC models that rely on highly structured and co…
Fundamental Limits of Coded Caching with Fixed Subpacketization
Minquan Cheng, Yifei Huang, Youlong Wu +1
Coded caching is a promising technique to create coded multicast opportunities for cache-aided networks. By splitting each file into equal packets (i.e., the subpacketization l…
Entropy Functions on Two-Dimensional Faces of Polymatroidal Region of Degree Four: Part II: Information Theoretic Constraints Breed New Combinatorial Structures
Shaocheng Liu, Qi Chen, Minquan Cheng
Characterization of entropy functions is of fundamental importance in information theory. By imposing constraints on their Shannon outer bound, i.e., the polymatroidal region, one…
A Novel Coded Computing Approach for Distributed Multi-Task Learning
Minquan Cheng, Yongkang Wang, Lingyu Zhang +1
Distributed multi-task learning (DMTL) effectively improves model generalization performance through the collaborative training of multiple related models. However, in large-scale…
On the Optimality of Coded Distributed Computing for Ring Networks
Zhenhao Huang, Minquan Cheng, Kai Wan +2
We consider a coded distributed computing problem in a ring-based communication network, where computing nodes are arranged in a ring topology and each node can only communicat…
A New Construction Structure on Coded Caching with Linear Subpacketization: Non-Half-Sum Disjoint Packing
Minquan Cheng, Huimei Wei, Kai Wan +1
Coded caching is a promising technique to effectively reduce peak traffic by using local caches and the multicast gains generated by these local caches. We prefer to design a coded…
Improved Coded Caching Scheme for Multi-User Information Retrieval System
Junyi Wang, Quan Zang, Jinyu Wang +1
In this paper, we study the coded caching scheme for the multi-user information retrieval (MIR) system, which consists of a content library containing files, a b…
PDA Construction via Union of Cartesian Product Cache Configurations for Coded Caching
Jinyu Wang, Minquan Cheng, Kai Wan +1
Caching is an efficient technique to reduce peak traffic by storing popular content in local caches. Placement delivery array (PDA) proposed by Yan et al. is a combinatorial struct…
On Decentralized Linearly Separable Computation With the Minimum Computation Cost
Haoning Chen, Minquan Cheng, Zhenhao Huang +1
The distributed linearly separable computation problem finds extensive applications across domains such as distributed gradient coding, distributed linear transform, real-time rend…
Coded Caching Schemes for Multiaccess Topologies via Combinatorial Design
Minquan Cheng, Kai Wan, Petros Elia +1
This paper studies a multiaccess coded caching (MACC) where the connectivity topology between the users and the caches can be described by a class of combinatorial designs. Our mod…
Coded Caching Scheme for Partially Connected Linear Networks Via Multi-antenna Placement Delivery Array
Minquan Cheng, Yun Xie, Zhenhao Huang +2
In this paper, we study the coded caching scheme for the partially connected linear network, where there are files each of which has an equa…
Novel Frameworks for Coded Caching via Cartesian Product with Reduced Subpacketization
Jinyu Wang, Minquan Cheng, Kai Wan +1
Caching prefetches some library content at users' memories during the off-peak times (i.e., {\it placement phase}), such that the number of transmissions during the peak-traffic ti…