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Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning - AI

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. Alarms can notify the development team of unexpected metric values.

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AWS Lambda: The Honcho of the Serverless World

RapidValue

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. How does AWS Lambda Work. Why use AWS Lambda? Read on to know. zip or jar.

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Predictive analytics helps Fresenius anticipate dialysis complications

CIO

In September 2021, Fresenius set out to use machine learning and cloud computing to develop a model that could predict IDH 15 to 75 minutes in advance, enabling personalized care of patients with proactive intervention at the point of care.

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Innovative data integration in 2024: Pioneering the future of data integration

CIO

In the age of big data, where information is generated at an unprecedented rate, the ability to integrate and manage diverse data sources has become a critical business imperative. Traditional data integration methods are often cumbersome, time-consuming, and unable to keep up with the rapidly evolving data landscape.

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The Present and Future of Arm and AWS Graviton at Honeycomb

Honeycomb

If we’ve learned one thing from our migration to Graviton2, it’s that improving the performance of big-data, high-performance computing only gives our customers more speed and options for analyzing data at scale. We’re also very heavy users of AWS Lambda for our storage engine.

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AWS Microservices Architecture – Enabling Faster Application Development

RapidValue

Some of the key AWS tools and components which are used to build Microservices-based architecture include: Computing power – AWS EC2 Elastic Container Service and AWS Lambda Serverless Computing. The team developed the Microservices and API integrations along with the development of a Master Data Management (MDM) system.

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120+ live online training courses opened for January and February

O'Reilly Media - Ideas

Getting Started with Chatbot Development with the Microsoft Bot Framework , January 7-8. Essential Machine Learning and Exploratory Data Analysis with Python and Jupyter Notebook , January 7-8. Protecting Data Privacy in a Machine Learning World , January 31. Hands-On Chatbots and Conversational UI Development , February 4-5.