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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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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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Understanding the Importance of 5 Nines Availability

IO River

Delta Air Lines experienced a severe system outage in 2017, resulting in flight cancellations and delays across their network. one of the world's largest online retailers, Amazon relies heavily on its website and digital infrastructure to facilitate sales and generate revenue.

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Understanding the Importance of 5 Nines Availability

IO River

Delta Air Lines experienced a severe system outage in 2017, resulting in flight cancellations and delays across their network. one of the world's largest online retailers, Amazon relies heavily on its website and digital infrastructure to facilitate sales and generate revenue.

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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. Don't assume hardware and networks will mitigate page bloat.

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Latency: Will it undermine the most interesting 5G use cases?

VoltDB

While current network speeds may be enough to meet the latency requirements of 4G applications, 5G will necessitate a change, if only because the continental US is ~60ms wide, meaning that a datacenter on one coast communicating with another datacenter on the opposite coast will be too slow for 5G. This requires 1 ms network latency.

Latency 40
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Latency: Will it undermine the most interesting 5G use cases?

VoltDB

While current network speeds may be enough to meet the latency requirements of 4G applications, 5G will necessitate a change, if only because the continental US is ~60ms wide, meaning that a datacenter on one coast communicating with another datacenter on the opposite coast will be too slow for 5G. This requires 1 ms network latency.

Latency 40