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As AI becomes more utilized in business, what kind of technology infrastructure is necessary?
by Susan Carey
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Companies are looking to hire more people with experience with artificial intelligence (AI) as the arrival of generative AI tools and platforms forces enterprises to re-think their digital strategies, according to new studies from employment websites.In their pursuit of efficiency and increased productivity, companies are looking to augment or automate employee tasks through AI. The strong interest and surge in activity from businesses hiring in the generative AI field indicate a significant recognition of the potential benefits regarding efficiency and productivity offered by this rapidly evolving technology.

The top 10 generative AI-related job hires are... ChatGPT, Natural Language Processing (NLP), Tensorflow, Image Processing, Pytorch, AI Content Creation, Midjourney, AI Chatbot, LLM tuning, and Stable Diffusion.

When it comes to implementing AI, what kind of technology infrastructure is necessary?

The answer lies in having very fast access to data, which means selecting a compute system - whether cloud-based or on-premises - that can handle the demands of AI. It's essential to get data as quickly as possible to your machine learning model training technology, which will require faster access than in a traditional transactional system. The choice between hosting the infrastructure yourself or relying on a cloud-based platform-as-a-service (PaaS) provider is also crucial and should be made early on in the process. Can you handle all of your compute and data storage requirements in-house, or will a cloud-based solution meet your needs more effectively?

Reducing Complexity with the Multidomain Network....

To help customers simplify the unprecedented complexity of modern IT, Cisco is building an architecture that spans every domain of the intent-based network -- campus, branch, WAN, IoT, data center and cloud.  Cisco has created solutions optimized to meet the unique needs of each of these networking domains. Today, Cisco is introducing new integrations, so users have a secure, consistent experience no matter where, when or how they connect. The new integrations allow for end-to-end:

  • Network segmentation: The integration of Cisco SD-Access with Cisco SD-WAN and Cisco Application Centric Infrastructure (ACI) makes it easier for IT teams to consistently authorize, onboard and segment users and devices across campus, branch, data center and cloud networks, even when users and applications change. Because of this segmentation, IT is able to safeguard against unauthorized access to sensitive data and critical applications.

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  • Application experience: Cisco now automatically conveys application requirements between the data center and the WAN, allowing the network to select the best path and prioritize traffic even if applications move or change. This allows IT teams to dynamically elevate application performance across the enterprise and branch.
  • Pervasive security: As an industry leader in cybersecurity, Cisco is leveraging its security innovations across all domains. By extending the ability to detect threats in encrypted traffic across public clouds, and by protecting the campus, branch and WAN against threats, Cisco is providing the end-to-end security customers need.

We deliver the best connectivity available for your business, anywhere using only the best Fibre Networks and Cisco Technologies, that deliver Confidentiality, Integrity, and Availability.

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