In this post, we demonstrate Kubeflow on AWS (an AWS-specific distribution of Kubeflow) and the value it adds over open-source Kubeflow through the integration of highly optimized, cloud-native, enterprise-ready AWS services. Kubeflow is …
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Wireless communication has put us closer to each other. 5G networks increase the reach of what we can achieve to new use cases that need end-to-end low latency. With AWS Wavelength, you can deploy AWS compute and storage services within …
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In this post, I cover some of the recent updates to AWS Batch, including improvements to job placement, addition of AWS PrivateLink support, and the new capabilities to update your AWS Batch compute environments.
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Combinatorial optimization problems, such as the traveling salesman problem where we are looking for an optimal path with a discrete number of variables, are pervasive across science and industry. Practical (and yet notoriously challenging) …
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Protein folding simulations can consume huge CPU time on supercomputers. AlphaFold changed that by applying ML techniques to the task. Then the problem became ‘how do I run AlphaFold easily?’.
The Healthcare AI/ML team at AWS …
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Somatic variants are genetic alterations which are not inherited but acquired during one’s lifespan, for example those that are present in cancer tumors. In this post, we will demonstrate how to perform somatic variant calling from matched …
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Many organizations today are either amongst a cloud migration projects or have it as a top priority, but as IT professionals know migrating to the cloud is not an easy task. It takes time, a detailed plan, and expert orchestration between …
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Drug discovery is an expensive proposition, with a $2.6 billion cost over 10 years and just a 12% success rate. AI promises to significantly improve the success rate by finding small molecule hits for undruggable targets. On the forefront …
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