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Using machine learning for virtual-machine placement in the cloud
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In the cloud, load balancing, or distributing tasks evenly across servers, is essential to providing reliable service. It prevents individual servers from ...

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How three science PhDs found different career paths at Amazon
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While most students get into science PhD programs envisioning a career in research, there are many other paths to pursue. At Amazon, employees with advanced ...

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Improving the accuracy of privacy-preserving neural networks
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Differential privacy provides a way to quantify the privacy risks posed by aggregate statistics based on private data. One of its key ideas is that adding ...

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A quick guide to Amazon’s papers at ICML 2024
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Amazon’s papers at the International Conference on Machine Learning (ICML) lean — like the conference as a whole — toward the theoretical. Although some ...

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TheWebConf: Where communities converge on questions of scale
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Xin Luna Dong, a senior principal scientist at Amazon, leads research on Amazon’s product graph, a huge graphical representation of the products in the ...

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How automated reasoning improves the Prime Video experience
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Automated reasoning is the ability of machines to make logical deductions. One common application of automated reasoning is in software verification, or ...

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3 questions with Marzia Polito: Performing computer vision tasks at scale with few-shot learning
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The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...

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Amazon collaborates with Earth System Grid Federation to increase access to climate model dataset
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As the effects of climate change become more evident, climate models have become an increasingly essential tool for researchers seeking to predict how those ...

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How Amazon’s Middle Mile team helps packages make the journey to your doorstep
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Amazon Transportation Services’ Middle Mile team develops routing solutions to move customer orders from its vendors and fulfillment centers to its network ...

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Celebrating World Book Day
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In July 1995, Amazon began service as an online bookstore. The first book sold: “Fluid Concepts and Creative Analogies: Computer Models of the ...

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