5 papers
Delay-optimal Congestion-aware Routing and Computation Offloading in Arbitrary Network
Jinkun Zhang, Yuezhou Liu, Edmund Yeh
Emerging edge computing paradigms enable heterogeneous devices to collaborate on complex computation applications. However, for arbitrary heterogeneous edge networks, delay-optimal…
Delay-Optimal Forwarding and Computation Offloading for Service Chain Tasks
Jinkun Zhang, Yuezhou Liu, Edmund Yeh
Emerging edge computing paradigms enable heterogeneous devices to collaborate on complex computation applications. However, for congestible links and computing units, delay-optimal…
LOAM: Low-latency Communication, Caching, and Computation Placement in Data-Intensive Computing Networks
Jinkun Zhang, Edmund Yeh
Deploying data- and computation-intensive applications such as large-scale AI into heterogeneous dispersed computing networks can significantly enhance application performance by m…
Cost-aware Joint Caching and Forwarding in Networks with Heterogeneous Cache Resources
Faruk Volkan Mutlu, Edmund Yeh
Caching is crucial for enabling high-throughput networks for data intensive applications. Traditional caching technology relies on DRAM, as it can transfer data at a high rate. How…
Delay-Optimal Service Chain Forwarding and Offloading in Collaborative Edge Computing
Jinkun Zhang, Edmund Yeh
Collaborative edge computing (CEC) is an emerging paradigm for heterogeneous devices to collaborate on edge computation jobs. For congestible links and computing units, delay-optim…