43 citations · 202 across the 38 of their papers we have counts for
16 papers · 1 filter
Congestion-aware routing and content placement in elastic cache networks
Jinkun Zhang, Edmund Yeh
Caching can be leveraged to significantly improve network performance and mitigate congestion. However, characterizing the optimal tradeoff between routing cost and cache deploymen…
Result and Congestion Aware Optimal Routing and Partial Offloading in Collaborative Edge Computing
Jinkun Zhang, Yuezhou Liu, Edmund Yeh
Collaborative edge computing (CEC) is an emerging paradigm where heterogeneous edge devices (stakeholders) collaborate to fulfill computation tasks, such as model training or video…
Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners under Networking Constraints
Yuezhou Liu, Yuanyuan Li, Lili Su +2
Significant advances in edge computing capabilities enable learning to occur at geographically diverse locations. In general, the training data needed in those learning tasks are n…
Rate Allocation and Content Placement in Cache Networks
Khashayar Kamran, Armin Moharrer, Stratis Ioannidis +1
We introduce the problem of optimal congestion control in cache networks, whereby \emph{both} rate allocations and content placements are optimized \emph{jointly}. We formulate thi…
Kelly Cache Networks
Milad Mahdian, Armin Moharrer, Stratis Ioannidis +1
We study networks of M/M/1 queues in which nodes act as caches that store objects. Exogenous requests for objects are routed towards nodes that store them; as a result, object traf…
MinDelay: Low-latency Forwarding and Caching Algorithms for Information-Centric Networks
Milad Mahdian, Edmund Yeh
We present a new unified framework for minimizing congestion-dependent network cost in information-centric networks by jointly optimizing forwarding and caching strategies. As cach…