2013 · 38 citations · 9 references
ComputingCloud ComputingComputer ScienceArtificial IntelligenceCloud InfrastructureRoboticsCloud Resource ManagementEnergy-efficient Cloud ComputingRobotics TechnologyCloud Computing ArchitecturesCloud Computing CapabilityCloud Computing ResourcesCloud Computing SystemsDistributed Robotic SystemsService Robotics
Since the cloud computing became widely available, lots of previously algorithms and systems previously thought of as very time consuming became instantly viable. For robotics and AI especially this means that if the power behind the cloud could be harnessed, it would be possible to build smaller, more battery effective robots because there would be no need to have a powerful computer on board, but the brain of the robot can be in the cloud. The idea of remote brain is not a new one, though. Nevertheless, it is possible to create one now. Centralised cloud for robot means that the memory can be nearly infinite, and instantly available to other robots, so the process of learning and exchanging the knowledge can be simplified. Also, this approach will allow for easy change and upgrade of the methods used regardless of robot hardware.
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Building high-level features using large scale unsupervised learning
Quoc V. Le · 2013 · 1.7K citations
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Guoqiang Hu, Wee Peng Tay, Yonggang Wen · IEEE Network · 2012 · 485 citations
DAvinCi: A cloud computing framework for service robots
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Robot as a Service in Cloud Computing
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Building high-level features using large scale unsupervised learning
Quoc V. Le, Marc’Aurelio Ranzato, Rajat Monga et al. · arXiv (Cornell University) · 2011 · 179 citations · Full text