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Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI

AWS Machine Learning - AI

Additionally, SageMaker endpoints support automatic load balancing and autoscaling, enabling your LLM deployment to scale dynamically based on incoming requests. Simon Pagezy is a Cloud Partnership Manager at Hugging Face, dedicated to making cutting-edge machine learning accessible through open source and open science.

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Netflix OSS and Spring Boot?—?Coming Full Circle

Netflix Tech

Much of Netflix’s backend and mid-tier applications are built using Java, and as part of this effort Netflix engineering built several cloud infrastructure libraries and systems?—? Ribbon for load balancing, Eureka for service discovery, and Hystrix for fault tolerance. such as the upcoming Spring Cloud Load Balancer?—?we

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Kubernetes: A simple overview

O'Reilly Media - Ideas

First developed by Google, Kubernetes is an open source orchestrator for deploying containerized applications in a clustered environment. The lifecycle of reliable and scalable applications delivered across the Internet presented new operational challenges for developers, engineers, and system operators. What is Kubernetes?

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20 influential women in software development

Apiumhub

She is a well-known blogger and international speaker, a core member of the BDD community and a contributor to a number of open-source projects including JBehave. Before Google, she was a Systems Administrator at eircom.net, Ireland’s largest ISP, and before that she was the entire IT Department for a small software house.

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The Good and the Bad of Kubernetes Container Orchestration

Altexsoft

Kubernetes or K8s for short is an open-source platform to deploy and orchestrate a large number of containers — packages of software, with all dependencies, libraries, and other elements necessary to execute it, no matter the environment. Source: Dynatrace What auxiliary processes do companies entrust to the orchestrator?

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Software Engineering Daily: Feature Flags with Edith Harbaugh

LaunchDarkly

In episode 729 of Software Engineering Daily, Jeff Meyerson talks with our own Edith Harbaugh, CEO and Co-founder of LaunchDarkly, about feature flagging. This episode was originally published on December 11, 2018 on the Software Engineering Daily site. Jeff Meyerson (JM): Releasing software has inherent risk.

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Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon

AWS Machine Learning - AI

SageMaker has implemented a robust solution that combines two key strategies: sticky session routing in SageMaker with load balancing, and stateful sessions in TorchServe. Li Ning is a senior software engineer at AWS with a specialization in building large-scale AI solutions.