References & Further Reading
References
- M. Ji, G. Caire, and A. F. Molisch, Fundamental Limits of Caching in Wireless D2D Networks, 2016
Foundational CommIT paper establishing $\Theta(M/N)$ per-user throughput scaling for D2D caching. Headline result of Chapter 10.
- P. Gupta and P. R. Kumar, The Capacity of Wireless Networks, 2000
Classical ad-hoc scaling result $\Theta(1/\sqrt{n\log n})$. Provides the non-caching baseline against which D2D caching is compared.
- M. Franceschetti, M. D. Migliore, and P. Minero, The Capacity of Wireless Networks: Information-Theoretic and Physical Limits, 2009
Refined Gupta-Kumar analysis; tightens constants. Useful pre-read for understanding ad-hoc scaling before caching.
- M. A. Maddah-Ali and U. Niesen, Fundamental Limits of Caching, 2014
MAN scheme for shared-link setting. D2D analysis builds on similar concepts but with distributed transmitters.
- M. Ji, A. M. Tulino, J. Llorca, and G. Caire, Order-Optimal Rate of Caching and Coded Multicasting with Random Demands, 2017
CommIT extension to random Zipf demands. Order-optimal characterization; basis for practical popularity-aware placement.
- N. Golrezaei, A. F. Molisch, A. G. Dimakis, and G. Caire, Femtocaching: Wireless Content Delivery through Distributed Caching Helpers, 2013
Caire group's earlier work on femtocaching β precursor to the D2D framework. Hybrid infrastructure/cache architecture.
- M. Ji, G. Caire, and A. F. Molisch, Wireless Device-to-Device Caching Networks: Basic Principles and System Performance, 2016
Tutorial treatment of D2D caching from the CommIT group. Accessible companion to the Trans. IT paper.
- A. F. Molisch, G. Caire, et al., Caching Eliminates the Wireless Bottleneck in Video Aware Wireless Networks, 2014
Argues that caching is the crucial enabler for video at scale. Application-oriented perspective.
- L. Sun, J. Fu, and G. Caire, Privacy in D2D Caching Networks, 2023
CommIT extension to D2D with privacy β preview of Chapter 12's D2D privacy CommIT contribution.
- A. El Gamal and Y.-H. Kim, Network Information Theory, Cambridge University Press, 2011
Background on network information theory; broadcast channels; cut-set bounds used in converse arguments.
- A. El Gamal, J. Mammen, B. Prabhakar, and D. Shah, Throughput-Delay Trade-off in Wireless Networks, 2006
Ad-hoc throughput-delay tradeoffs. Useful for understanding mobility effects (Exercise 10.15).
- K. Shanmugam, N. Golrezaei, A. G. Dimakis, A. F. Molisch, and G. Caire, FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers, 2012
Conference version of the femtocaching paper. Earlier, more application-focused treatment.
Further Reading
Resources for deeper study of D2D caching.
The foundational Ji-Caire-Molisch paper
M. Ji, G. Caire, A. F. Molisch, 'Fundamental Limits of Caching in Wireless D2D Networks,' IEEE TIT 2016
Required reading for anyone working on D2D coded caching. Theorem 1 is the headline result of Chapter 10.
Order-optimal Zipf analysis
M. Ji, A. M. Tulino, J. Llorca, G. Caire, 'Order-Optimal Rate of Caching and Coded Multicasting with Random Demands,' IEEE TIT 2017
Extends the JCM scaling law to non-uniform (Zipf) demand. Relevant for realistic content libraries.
Femtocaching context
N. Golrezaei et al., 'Femtocaching: Wireless Content Delivery through Distributed Caching Helpers,' IEEE TIT 2013
Caire-group precursor to D2D caching. Shows the architecture's evolution from hybrid femtocells to pure D2D.
Ad-hoc scaling theory
Gupta-Kumar 2000 and Franceschetti et al. 2009
The non-caching baseline. Essential background for understanding why the D2D + caching $\Theta(M/N)$ result is surprising.