Combinatorial Multi-Access Coded Caching: Improved Rate-Memory Trade-off with Coded Placement

被引:2
|
作者
Namboodiri, K. K. Krishnan [1 ]
Rajan, B. Sundar [1 ]
机构
[1] Indian Inst Sci, Dept Elect Commun Engn, Bengaluru, India
来源
2023 IEEE INFORMATION THEORY WORKSHOP, ITW | 2023年
关键词
FUNDAMENTAL LIMITS; SCHEMES;
D O I
10.1109/ITW55543.2023.10161686
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work considers the combinatorial multi-access coded caching problem introduced in the recent work by Muralidhar et al. [P. N. Muralidhar, D. Katyal, and B. S. Rajan, "Maddah-Ali-Niesen scheme for multi-access coded caching," in IEEE Inf. Theory Workshop (ITW), 2021] The problem setting consists of a central server having a library of N files and C caches each of capacity M. Each user in the system can access a unique set of r < C caches, and there exist users corresponding to every distinct set of r caches. Therefore, the number of users in the system is ((C)(r)). For the aforementioned combinatorial multi-access setting, we propose a coded caching scheme with an MDS code-based coded placement. This novel placement technique helps to achieve a better rate in the delivery phase compared to the optimal scheme under uncoded placement, when M > N=C. For a lower memory regime, we present another scheme with coded placement, which outperforms the optimal scheme under uncoded placement if the number of files is no more than the number of users. Further, we derive an information-theoretic lower bound on the optimal rate-memory trade-off of the combinatorial multi-access coded caching scheme. Finally, using the derived lower bound, we show that the first scheme is optimal in the higher memory regime, and the second scheme is optimal if N <= ((C)(r)).
引用
收藏
页码:159 / 164
页数:6
相关论文
共 20 条
  • [1] Combinatorial Multi-Access Coded Caching: Improved Rate-Memory Trade-Off With Coded Placement
    Namboodiri, K. K. Krishnan
    Rajan, B. Sundar
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2024, 70 (03) : 1787 - 1805
  • [2] Rate-Memory Trade-off for Multi-Access Coded Caching With Uncoded Placement
    Reddy, Kota Srinivas
    Karamchandani, Nikhil
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (06) : 3261 - 3274
  • [3] Rate-Memory Trade-off for Multi-access Coded Caching with Uncoded Placement
    Reddy, Kota Srinivas
    Karamchandani, Nikhil
    2019 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2019, : 1232 - 1236
  • [4] Multi-Access Coded Caching with Coded Placement
    Namboodiri, K. K. Krishnan
    Rajan, B. Sundar
    2022 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2022, : 2274 - 2279
  • [5] The Exact Load-Memory Tradeoff of Multi-Access Coded Caching With Combinatorial Topology
    Brunero, Federico
    Elia, Petros
    2022 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, ISIT, 2022, : 1701 - 1706
  • [6] Improved Lower Bounds for Multi-Access Coded Caching
    Namboodiri, K. K. Krishnan
    Rajan, B. Sundar
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (07) : 4454 - 4468
  • [7] The Optimal Rate Memory Tradeoff in Multi-Access Coded Caching: Large Cache Size
    Kumar, Vijith K. P.
    Rai, Brijesh Kumar
    Jacob, Tony
    2023 IEEE INFORMATION THEORY WORKSHOP, ITW, 2023, : 165 - 169
  • [8] Multi-Access Coded Caching with Secure Delivery
    Namboodiri, K. K. Krishnan
    Rajan, B. Sundar
    2021 IEEE INFORMATION THEORY WORKSHOP (ITW), 2021,
  • [9] Towards the Exact Rate-Memory Trade-off for Uncoded Caching with Secure Delivery
    Bahrami, Mohsen
    Attia, Mohamed Adel
    Tandon, Ravi
    Vasic, Bane
    2017 55TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2017, : 878 - 885
  • [10] Multi-Access Coded Caching With Optimal Rate and Linear Subpacketization Under PDA and Consecutive Cyclic Placement
    Wang, Jinyu
    Cheng, Minquan
    Wu, Youlong
    Li, Xianxian
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (06) : 3178 - 3190