Setting up a Minecraft Java server on Amazon EC2

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Introduction This blog covers how to deploy your own personal Minecraft Java server on AWS... Hosting your server on AWS can eliminate common networking challenges and security concerns associated with at-home servers... We will use Amazon Elastic Compute Cloud (EC2) to run a Minecraft server for you and your friends... We will not cover cost optimization in this post, but there are many ways to ...

Getir end-to-end workforce management: Amazon Forecast and AWS Step Functions

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In this post, we describe the end-to-end workforce management system that begins with location-specific demand forecast, followed by courier workforce planning and shift assignment using Amazon Forecast and AWS Step Functions... Before the initiation of this project, business teams relied on more intuitive methods for demand forecasting, which required improvement in terms of precision... Amazo...

Simplify workforce identity management using IAM Identity Center and trusted token issuers

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With trusted identity propagation, your requesting application obtains OAuth tokens from IAM Identity Center and passes them to an AWS resource service... The AWS resource service trusts tokens that Identity Center generates and grants permissions based on the Identity Center tokens... What happens if the application you want to deploy uses an external OAuth authorization server, such as Okta U...

Infuse responsible AI tools and practices in your LLMOps

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Common concerns include data security and privacy, low quality or ungrounded outputs, misuse of and overreliance on AI, generation of harmful content, and AI systems that are susceptible to adversarial attacks, such as jailbreaks... In many applications at Microsoft, we use another AI-based safety system, Azure AI Content Safety, to provide an independent layer of protection to block the output o...

Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database & Llama-2 from Amazon SageMaker JumpStart

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These models rely on parametric knowledge to answer questions... The model learns this knowledge during training and encodes it into the model parameters... Retrieval Augmented Generation (RAG) in Amazon SageMaker Pinecone will handle the retrieval component of RAG, but you need two more critical components: somewhere to run the LLM inference and somewhere to run the embedding model... It provi...

Microsoft named a Leader in 2023 Gartner® Magic Quadrant™ for Strategic Cloud Platform Services (SCPS)

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We’re pleased by this placement in the Gartner report as we continue to prioritize investments to make Azure the global cloud computing platform powering transformation and growth—enabling new possibilities for organizations to embrace the latest technologies and to advance at a rapid pace... With highly secure, state-of-the-art Azure datacenters designed with data residency in mind, Azure ho...