Optimizing MDS Codes for Caching at the Edge

@article{Bioglio2014OptimizingMC,
  title={Optimizing MDS Codes for Caching at the Edge},
  author={Valerio Bioglio and Frederic Gabry and Ingmar Land},
  journal={2015 IEEE Global Communications Conference (GLOBECOM)},
  year={2014},
  pages={1-6}
}
In this paper we investigate the problem of optimal MDS-encoded cache placement at the wireless edge to minimize the backhaul rate in heterogeneous networks. We derive the backhaul rate performance of any caching scheme based on file splitting and MDS encoding and we formulate the optimal caching scheme as a convex optimization problem. We then thoroughly investigate the performance of this optimal scheme for an important heterogeneous network scenario. We compare it to several other caching… CONTINUE READING
Highly Cited
This paper has 70 citations. REVIEW CITATIONS
Related Discussions
This paper has been referenced on Twitter 2 times. VIEW TWEETS

Citations

Publications citing this paper.
Showing 1-10 of 46 extracted citations

Optimizing Caching Placement for Mobile Users in Heterogeneous Wireless Network

2017 IEEE 42nd Conference on Local Computer Networks (LCN) • 2017
View 6 Excerpts
Highly Influenced

MDS Coded Cooperative Caching for Heterogeneous Small Cell Networks

GLOBECOM 2017 - 2017 IEEE Global Communications Conference • 2017
View 4 Excerpts
Highly Influenced

Mobee: Mobility-Aware Energy-Efficient Coded Caching in Cloud Radio Access Networks

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS) • 2017
View 4 Excerpts
Highly Influenced

Modeling, Analysis, and Optimization of Coded Caching in Small-Cell Networks

IEEE Transactions on Communications • 2017
View 5 Excerpts
Highly Influenced

A MDS-Based Caching Strategy for Heterogeneous Network

2018 13th APCA International Conference on Control and Soft Computing (CONTROLO) • 2018
View 1 Excerpt

A MDS-Based Caching Strategy for Heterogeneous Network

2018 10th International Conference on Communication Software and Networks (ICCSN) • 2018
View 1 Excerpt

70 Citations

0204020152016201720182019
Citations per Year
Semantic Scholar estimates that this publication has 70 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 16 references

Caching at the edge: A green perspective for 5G networks

2015 IEEE International Conference on Communication Workshop (ICCW) • 2015
View 1 Excerpt

Fundamental Limits of Caching

IEEE Trans. Information Theory • 2014
View 1 Excerpt

Exploiting user mobility for wireless content delivery

2013 IEEE International Symposium on Information Theory • 2013
View 1 Excerpt

Seven ways that HetNets are a cellular paradigm shift

IEEE Communications Magazine • 2013
View 1 Excerpt

Similar Papers

Loading similar papers…