Remove Metrics Remove Network Remove System Architecture
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Unbundling the Graph in GraphRAG

O'Reilly Media - Ideas

While RAG leverages nearest neighbor metrics based on the relative similarity of texts, graphs allow for better recall of less intuitive connections. One more embellishment is to use a graph neural network (GNN) trained on the documents. This latter approach with node embeddings can be more robust and potentially more efficient.

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NetOps for Application Developers: Understanding the Importance of Network Operations in Modern Development

Kentik

At scale, and primarily when carried out in cloud and hybrid-cloud environments, these distributed, service-oriented architectures and deployment strategies create a complexity that can buckle the most experienced network professionals when things go wrong, costs need to be explained, or optimizations need to be made.

Network 64
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Key Software Visualization Tools and Benefits

Apiumhub

Data Flow Visualization Data Flow Diagrams: Depicts how data moves through a system, showing the flow of information between various components. System Architecture Visualization System Overview Diagrams: Provide a high-level view of the entire software system, including its components and their interactions.

Tools 80
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How Vidmob is using generative AI to transform its creative data landscape

AWS Machine Learning - AI

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Perfect is determined as being given a 9/10 or 10/10 on the specific metrics by subject matter experts.

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DevOps vs Site Reliability Engineering: Concepts, Practices, and Roles

Altexsoft

Metrics are crucial. Corresponds to “the more automation the better”, “metrics are crucial”. Measure uptime and availability of the system. Corresponds to “metrics are crucial”. According to SRE, a key precondition for a system’s success is availability. The more automation the better. Minimize toil.

DevOps 96
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Kentik Detect for FinServ Networks: Real-World Use Cases

Kentik

In our last blog post, At The Turning Point: FinServ Data Networks , we discussed the challenges faced by financial services organizations when it comes to managing modern networks. Networking teams no longer need to be limited by unresponsive tools, aggregated stats, and data deadends.

Network 40
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Becoming a More Resilient Software and Technology Organization

Tandem

Listen to Your Metrics, They Don’t Lie Resilient teams use metrics to measure their performance and identify areas for improvement. By analyzing these metrics, teams can identify trends, weaknesses, and areas for improvement. Monitoring and validation involve reactive or backward-looking metrics at lower maturity levels.