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Ngrok, a service to help devs deploy sites, services and apps, raises $50M

TechCrunch

An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

Load balancer – Another option is to use a load balancer that exposes an HTTPS endpoint and routes the request to the orchestrator. You can use AWS services such as Application Load Balancer to implement this approach. As a result, building such a solution is often a significant undertaking for IT teams.

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What’s new in the Citus 9.5 extension to Postgres

The Citus Data

When I gave the kickoff talk in the Postgres devroom at FOSDEM this year, one of the Q&A questions was: “what’s happening with the Citus open source extension to Postgres?” open source release. in the Citus open source GitHub repo. Load balancing for stored procedure calls on reference tables.

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Test drive the Citus 11.0 beta for Postgres

The Citus Data

beta, which is our first ever beta release of the Citus open source extension to Postgres. How to load balance queries across the worker nodes. beta , which should be useful if you want to dive deeper into our open source GitHub repo and see the issues we’ve addressed in this release. to the world.

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

AWS Machine Learning - AI

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

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Docker Swarm vs Kubernetes: how to choose a container orchestration tool

CircleCI

Docker Swarm is an open-source container orchestration platform built and maintained by Docker. Load balancers. Docker Swarm clusters also include load balancing to route requests across nodes. It can sustain and manage large architectures and complex workloads. Docker Swarm. Services and tasks.

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Build a custom UI for Amazon Q Business

AWS Machine Learning - AI

The following diagram illustrates the solution architecture. The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. PublicSubnetIds – The ID of the public subnet that can be used to deploy the EC2 instance and the Application Load Balancer.