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Causal AI use cases for modern observability that can transform any business

Dynatrace

Most AI today uses association-based machine learning models like neural networks that find correlations and make predictions based on them. Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. However, correlation does not imply causation.

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Ten years of page bloat: What have we learned?

Speed Curve

But pages keep getting bigger and more complex year over year – and this increasing size and complexity is not fully mitigated by faster devices and networks, or by our hard-working browsers. And we need to have strategies in place to understand and manage our pages. Clearly we need to keep talking about it. More on that later.).

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To understand the risks posed by AI, follow the money

O'Reilly

These algorithms save everyone time and money: by helping users navigate through thousands of products to find the ones with the highest quality and the lowest price, and by expanding the market reach of suppliers through Amazon’s delivery infrastructure and immense customer network. Disclosure is another powerful market-shaping tool.

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What is page bloat? And how is it hurting your business, your search rank, and your users?

Speed Curve

And if that already wasn’t enough, the number of images on a page has been linked to lower conversion rates on retail sites. Given that Google continues to dominate search usage, you should care about Vitals alongside the other metrics you should be tracking. It's not enough to look at crude metrics like total requests and size.

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Understanding the Importance of 5 Nines Availability

IO River

determining a business's value to its clients, the level of service it provides is often a key metric. Delta Air Lines experienced a severe system outage in 2017, resulting in flight cancellations and delays across their network. The key benefit of employing a Multi-CDN strategy is its increased reliability and redundancy.

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Understanding the Importance of 5 Nines Availability

IO River

determining a business's value to its clients, the level of service it provides is often a key metric. Delta Air Lines experienced a severe system outage in 2017, resulting in flight cancellations and delays across their network. The key benefit of employing a Multi-CDN strategy is its increased reliability and redundancy.

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Monitoring: Why focus on the end user experience?

Rigor

I recently was asked the following question by an online retailer: “Why should I invest in monitoring the user experience when I already have monitoring for our database, infrastructure, app server, and network?”. Instead of asking that question, I asked them this: “Are you a network or hosting provider?