Author: R Jemaiel

Mitigating risk: AWS backbone network traffic prediction using GraphStorm

TutoSartup excerpt from this article:
The complex interdependencies between network components make it challenging to predict the full scope and timing of these potential impacts, necessitating advanced risk assessment and mitigation strategies... In this post, we show how you can use our enterprise graph machine learning (GML) framework GraphStorm to solve prediction challenges on large-scale complex networks inspired by our practi...

Innovating in line with the European Union’s AI Act 

TutoSartup excerpt from this article:
As our Microsoft AI Tour reached Brussels, Paris, and Berlin toward the end of last year, we met with European organizations that were energized by the possibilities of our latest AI technologies and engaged in deployment projects...  At Microsoft, we are ready to help our customers do two things at once: innovate with AI and comply with the EU AI Act... You can consult our EU AI Act docum...

Commodities Are The Upside Outlier So Far This Year

TutoSartup excerpt from this article:
January is shaping up to be a rough month for the major asset classes, with one exception: commodities... This unmanaged benchmark holds all the major asset classes (except cash) in market-value weights via the ETFs listed above and represents a competitive measure for multi-asset-class-portfolio strategies... In sharp relief, the rest of the field is mostly in the red, with the exception of one m...

Macro Briefing: 15 January 2025

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3% year-over-year level through December...9 billion, roughly $200 billion over the prior-year period... Policy-sensitive US 2-year Treasury yield trades at/near highest level since late-November ahead of today’s consumer inflation data for December...US producer price inflation increased to a 3... Meanwhile, Fed funds futures continue to price in high odds that the central bank will leave inter...

AWS achieves HDS certification for 24 AWS Regions

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California) US West (Oregon) Asia Pacific (Hong Kong) Asia Pacific (Hyderabad) Asia Pacific (Jakarta) Asia Pacific (Mumbai) Asia Pacific (Osaka) Asia Pacific (Seoul) Asia Pacific (Singapore) Asia Pacific (Sydney) Asia Pacific (Tokyo) Canada (Central) Europe (Frankfurt) Europe (Ireland) Europe (London) Europe (Milan) Europe (Paris) Europe (Stockholm) Europe (Zur...

Implement RAG while meeting data residency requirements using AWS hybrid and edge services

TutoSartup excerpt from this article:
With the general availability of Amazon Bedrock Agents, you can rapidly develop generative AI applications to run multi-step tasks across a myriad of enterprise systems and data sources... In this post, we show how to extend Amazon Bedrock Agents to hybrid and edge services such as AWS Outposts and AWS Local Zones to build distributed Retrieval Augmented Generation (RAG) applications with on-premi...

Unlocking complex problem-solving with multi-agent collaboration on Amazon Bedrock

TutoSartup excerpt from this article:
Large language model (LLM) based AI agents that have been specialized for specific tasks have demonstrated great problem-solving capabilities... By combining the reasoning power of multiple intelligent specialized agents, multi-agent collaboration has emerged as a powerful approach to tackle more intricate, multistep workflows... The concept of multi-agent systems isn’t entirely new—it has it...