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Time series anomaly detection is the process of identifying unexpected or unusual patterns in data that unfold over time... An anomaly, also known as an outlier, occurs when a data point deviates significantly from an expected pattern... In this post, we demonstrate how to build a robust real-time anomaly detection solution for streaming time series data using Amazon Managed Service for Apache ...

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This post describes how AWS generative AI solutions (including Amazon Bedrock, Amazon Q Developer, and Amazon Q Business) can further enhance TechOps productivity, reduce time to resolve issues, enhance customer experience, standardize operating procedures, and augment knowledge bases... Amazon Bedrock Amazon Q Developer Amazon Q Business Root cause analysis ...

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Market sentiment has recently shifted to prioritize defensive equity sectors... The attitude adjustment has lifted utilities shares, which are now outperforming the rest of the field as the top-performer, based on a set of sector ETFs through Tuesday’s close (Sep... XLU’s rally this year is also comfortably above the second-best sector performer: financials (XLF), which is posting a strong 19....

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A Federal Reserve official on Tuesday announced changes to a proposed set of US banking regulations that cuts the extra capital that the largest institutions will be forced to hold... “There are benefits and costs to increasing capital requirements... 9 nowcast indicates a slowdown from Q2’s strong 3...US household income rebounded in 2023, posting the first annual increase since the pandem...

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Today, we are pleased to announce Amazon Elastic Kubernetes Service (EKS) support in Amazon SageMaker HyperPod — purpose-built infrastructure engineered with resilience at its core for foundation model (FM) development... This new capability enables customers to orchestrate HyperPod clusters using EKS, combining the power of Kubernetes with Amazon SageMaker HyperPod‘s resilient environment des...

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Tomorrow’s update on US consumer inflation for August isn’t expected to derail expectations that the Federal Reserve will cut interest rates next week, but the disinflation trend of late looks set to stall... (Core CPI excludes food and energy prices in an effort to create a more reliable measure of the inflation trend...An unchanged reading for core CPI isn’t necessarily a sign that di...

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China exports rose sharply in August, beating expectations by a wide margin... Among the key drivers: exports of cars from China surged nearly 40% in August to 610,000 vehicles... Reuters reports: “China’s exports grew at their fastest pace in nearly 1-1/2 years in August, suggesting manufacturers are rushing out orders ahead of tariffs expected from a growing number of trade partners, while ...