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Open source large language models: Benefits, risks and types

IBM Services

There are two types of these generative AI models: proprietary large language models and open source large language models. On the other hand, open source LLMs are free and available for anyone to access, use for any purpose, modify and distribute. What are the benefits of open source LLMs?

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How Containerization and Kubernetes Help Businesses in Cloud Migration

Amzur

Kubernetes: Orchestrating Containers at Scale Introduction to Kubernetes Kubernetes is an open-source platform designed to automate the deployment, scaling, and management of containers. This separation minimizes the risk of cyber attacks, making it more difficult for attackers to breach the system. Key Features of Kubernetes 1.

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Accelerating sustainable modernization with Green IT Analyzer on AWS

IBM Services

Companies are also striving to balance this innovation with growing environmental, social and governance (ESG) regulations. Fossil fuels such as coal and gas emit significant amounts of carbon, whereas renewable sources such as wind or solar emit negligible amounts. This metric varies based on the energy source.

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Hybrid cloud examples, applications and use cases

IBM Services

Financial institutions are part of a heavily regulated sector that still relies to a degree on legacy systems (e.g., Besides avoiding interruption to business applications during sudden workload surges, cloud bursting can free up local resources for other applications and reduce capital expenditures tied to on-premises infrastructure costs.

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Exploring the Diverse Types of PaaS in Cloud Computing: Public, Private, Hybrid

Groove Technology

This model is cost-effective, reducing initial infrastructure costs and enabling us to allocate funds to crucial business areas. Intuitive access and management streamline processes, allowing developers to focus on application building rather than infrastructure concerns.

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Unlocking 9 Powerful Benefits of PaaS A Comprehensive Guide

Groove Technology

Businesses scale resources as needed within their cloud infrastructure, ensuring financial efficiency and accountability. Lower Infrastructure Costs By replacing on-premises hardware with cloud-based infrastructure, PaaS cuts IT expenses. Companies avoid server maintenance, energy costs, and hardware refresh cycles.

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Top 8 Platform as a Service (PaaS) Tools for Building Your Own Cloud Environment in 2025

Groove Technology

IBM Cloud Foundry: Open-Source PaaS for Polyglot Development IBM Cloud Foundry is an open-source PaaS that supports flexible, polyglot development. Consider the trade-offs between proprietary tools and open-source options. Examine the pricing model of the chosen PaaS, seeking clear cost structures without unexpected fees.

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