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What is the Difference between Network Architecture and Application Architecture?

The Crazy Programmer

When you are planning to build your network, there is a possibility you may come across two terms “Network Architecture and Application Architecture.” In today’s blog, we will look at the difference between network architecture and application architecture in complete detail.

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NeuReality lands $35M to bring AI accelerator chips to market

TechCrunch

But the competition, while fierce, hasn’t scared away firms like NeuReality , which occupy the AI chip inferencing market but aim to differentiate themselves by offering a suite of software and services to support their hardware. NeuReality’s NAPU is essentially a hybrid of multiple types of processors. Image Credits: NeuReality.

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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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Revolutionizing customer service: MaestroQA’s integration with Amazon Bedrock for actionable insight

AWS Machine Learning - AI

MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS). The following architecture diagram demonstrates the request flow for AskAI. The customer interaction transcripts are stored in an Amazon Simple Storage Service (Amazon S3) bucket.

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AoAD2 Practice: Evolutionary System Architecture

James Shore

Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. Your network gateways and load balancers. When you do, you get evolutionary system architecture. 2 Is your architecture more complex than theirs?

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Security Reference Architecture Summary for Cloudera Data Platform

Cloudera

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Security Architecture Improvements. Logical Architecture. Logical Architecture.

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Host concurrent LLMs with LoRAX

AWS Machine Learning - AI

Traditional model serving approaches can become unwieldy and resource-intensive, leading to increased infrastructure costs, operational overhead, and potential performance bottlenecks, due to the size and hardware requirements to maintain a high-performing FM. The following diagram is the solution architecture.