112 citations · 140 across the 21 of their papers we have counts for
4 papers · 1 filter
Function Load Balancing over Networks
Derya Malak, Muriel Médard
Using networks as a means of computing can reduce the communication flow or the total number of bits transmitted over the networks. In this paper, we propose to distribute the comp…
A Distributed Computationally Aware Quantizer Design via Hyper Binning
Derya Malak, Muriel Médard
We design a distributed function-aware quantization scheme for distributed functional compression. We consider correlated sources and and a destination that seeks a…
Spatial Concentration of Caching in Wireless Heterogeneous Networks
Derya Malak, Muriel Médard, Jeffrey G. Andrews
We propose a decentralized caching policy for wireless heterogeneous networks that makes content placement decisions based on pairwise interactions between cache nodes. We call our…
How to Distribute Computation in Networks
Derya Malak, Alejandro Cohen, Muriel Medard
In network function computation is as a means to reduce the required communication flow in terms of number of bits transmitted per source symbol. However, the rate region for the f…