56 citations · 130 across the 7 of their papers we have counts for
7 papers
Improving Image-recognition Edge Caches with a Generative Adversarial Network
Guilherme B. Souza, Roberto G. Pacheco, Rodrigo S. Couto
Image recognition is an essential task in several mobile applications. For instance, a smartphone can process a landmark photo to gather more information about its location. If the…
Early-exit deep neural networks for distorted images: providing an efficient edge offloading
Roberto G. Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto
Edge offloading for deep neural networks (DNNs) can be adaptive to the input's complexity by using early-exit DNNs. These DNNs have side branches throughout their architecture, all…
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks
Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone
Mobile devices can offload deep neural network (DNN)-based inference to the cloud, overcoming local hardware and energy limitations. However, offloading adds communication delay, t…
Inference Time Optimization Using BranchyNet Partitioning
Roberto G. Pacheco, Rodrigo S. Couto
Deep Neural Network (DNN) applications with edge computing presents a trade-off between responsiveness and computational resources. On one hand, edge computing can provide high res…
Server Placement with Shared Backups for Disaster-Resilient Clouds
Rodrigo de Souza Couto, Stefano Secci, Miguel Elias Mitre Campista +1
A key strategy to build disaster-resilient clouds is to employ backups of virtual machines in a geo-distributed infrastructure. Today, the continuous and acknowledged replication o…
Latency Versus Survivability in Geo-Distributed Data Center Design
Rodrigo de Souza Couto, Stefano Secci, Miguel Elias Mitre Campista +1
A hot topic in data center design is to envision geo-distributed architectures spanning a few sites across wide area networks, allowing more proximity to the end users and higher s…
Reliability and Survivability Analysis of Data Center Network Topologies
Rodrigo de Souza Couto, Stefano Secci, Miguel Elias Mitre Campista +1
The architecture of several data centers have been proposed as alternatives to the conventional three-layer one.Most of them employ commodity equipment for cost reduction. Thus, ro…