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LLM benchmarking: How to find the right AI model

CIO Business Intelligence

Whether its about selecting a chatbot for customer service, translating scientific texts or programming software, benchmarks provide an initial answer to the question: Is this model suitable for my use case? The better they simulate real-world applications, the more useful and meaningful the results are.

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PayPal and Groupon Go All In With Node.js

Data Center Knowledge

Many have watched it speed application development and lower memory utilization in comparison with more traditional programming languages. Developers at staid technology companies such as eBay and PayPal have seen the perks of developing with the hip server-side JavaScript runtime Node.js. Technology'

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What is an AI server? Why artificial intelligence needs specialized systems

Network World

To balance speed, performance and scalability, AI servers incorporate specialized hardware, performing parallel compute across multiple GPUs or using other purpose-built AI hardware such as tensor processing units (TPUs), field programmable gate array (FPGA) circuits and application-specific integrated circuit (ASIC).

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Gartner: Network automation to increase threefold by 2026

Network World

By comparison, less than 10% of enterprises were automating more than half of their network activities in mid-2023. The application of automation across infrastructure and operations will deliver significant gains, according to Gartner. Read more about network automation DIY or commercial network automation?

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FPGAs lose their luster in the GenAI era

Network World

But Bob ODonnell, president and chief analyst with TECHpinions, disagrees with the comparison. FPGAs are used in a whole bunch of different applications, and theyre not really a one-to-one compare against GPUs. The problem with FPGAs has always been theyre extraordinarily hard to program and theyre extremely specialized.

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What is the OSI model? How to explain and remember its 7 layers

Network World

The layers help network pros visualize what is going on within their networks and can help network managers narrow down problems (is it a physical issue or something with the application?), as well as computer programmers (when developing an application, which other layers does it need to work with?).

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Case in point: taking stock of the CrowdStrike outages

CIO Business Intelligence

By comparison, the previous record-holder for most expensive downtime was the 2017 AWS outage, which cost customers an estimated $150 million. OpenAIs ChatGPT, Anthropics Claude, Googles Gemini, and Metas Llama are the foundation of nearly all enterprise AI applications, says Chuck Herrin, field CISO at security firm F5.

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