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Serverless computing has recently experienced significant adoption by several applications, especially Internet of Things (IoT) applications.
Fibonacci heaps and their uses in improved network optimization algorithms
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Shortest path problems with resource constraints
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A. Jüttner · 2005
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Distributed multimedia service composition with statistical qos assurances
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Distributed operator placement and data caching in large-scale sensor networks
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Dlib-ml: A machine learning toolkit
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The case for vm-based cloudlets in mobile computing
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Ec2 performance analysis for resource provisioning of service-oriented applications
J. Dejun, G. Pierre, and C.-H. Chi · 2010
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Cloud auto-scaling with deadline and budget constraints
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Spark sql: Relational data processing in spark
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Distributed Scheduling of Event Analytics across Edge and Cloud
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Spoof: Sum-product optimization and operator fusion for large-scale machine learning
T. Elgamal, S. Luo, M. Boehm, A. V. Evfimievski, S. Tatikonda, B. Reinwald, and P. Sen · 2017
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Hermes: Latency optimal task assignment for resource-constrained mobile computing
Y. H. Kao et al · 2017
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Optimization of resource provisioning cost in cloud computing
S. Chaisiri, B. S. Lee, and D. Niyato · 2012
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https://aws.amazon.com/greengrass/
Amazon AWS Greengrass
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https://aws.amazon.com/lambda/
Amazon AWS Lambda
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https://tensorflow.org/performance/xla/
TensorFlow XLA (Accelerated Linear Algebra)
Cited in the paper.
https://github.com/aws-samples/aws-serverless-workshops/tree/master/ImageProcessing
Wild Rydes Image Processing Workflow
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The constrained shortest path problem: Algorithmic approaches and an algebraic study with generalization
Y. Xiao, K. Thulasiraman, G. Xue, and A. Jüttner
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Device placement optimization with reinforcement learning
A. Mirhoseini, H. Pham, et al · 2017
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