Artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks.
Using technologies such as deep learning and natural language processing, computers can be trained to accomplish specific tasks by processing large amounts of data and recognising patterns in the data. The Wi-Fi arena is no different in that AI can also make the processing of tasks speedier and more efficient – we are now in the era of AI-driven networking.
AI Wi-Fi refers to wireless networks that make use of artificial intelligence to optimise connectivity, performance, connected user experience and security. This technology uses machine learning (ML) algorithms to analyse network hardware, traffic, user behaviour and environmental factors in real-time. The AI initiates closed loop automation to adjust the network settings, such as resource allocation, to improve performance.
This article discusses how AI can be used in Enterprise Wi-Fi networks, and how AI is benefitting Vox and our Wi-Fi customers.
AI-Driven Business Intelligence for Enterprise Networks
Artificial intelligence in Wi-Fi networks today can assist significantly with the configuration of the network, as well as with support thereafter, including being able to spot issues before they become a serious problem.
Vox has partnered with Wi-Fi networking equipment specialist, Ruckus Networks, for approximately the last decade, and within our partnership we proudly offer its AI Managed Wi-Fi offering for enterprise networks, which presents AI-driven business intelligence for enterprise networks.
As a cloud-based service for network intelligence and service assurance, Ruckus AI Managed Wi-Fi with Analytics is powered by machine learning (ML) and artificial intelligence (AI). This in turn helps customers get the most from their network, for example by identifying network assurance incidents, classifying them by severity, tracing root causes and making specific AI recommendations for remediation. It automatically monitors network health relative to configurable thresholds.
Benefits of AI-Driven Enterprise Wi-Fi
AI can dynamically adjust Wi-Fi parameters like channel selection and contention window size to optimise network performance, ensuring smooth and efficient data transmission. In addition, it simplifies life for IT departments and technicians, as AI dramatically reduces the time to resolution for service incidents.
It can also eliminate some Help Desk tickets by addressing issues before they affect users, allowing the organisation to be proactive in this regard and solve problems before they arise. Additionally, by addressing the root cause for one incident, organisations can avoid other incidents that might arise from that cause.
Most importantly, it alleviates the need for an organisation’s IT department to manage the Wi-Fi network – Vox will manage this. Organisations can view real-time dashboards and, if required log tickets via the Vox enterprise support desk, because Vox has comprehensive visibility into network operations, which accelerates troubleshooting.
By proactively addressing issues and optimising network performance, AI can contribute to a better overall user experience, with faster speeds, reduced buffering, and fewer connection problems. In addition, AI can simplify network management, by automating many of the tasks associated with managing a complex Wi-Fi network, thereby reducing the burden on IT staff.
Faster Feature Updates Due to Cloud-Based Licences
A question that might spring to mind is the following: ‘How does South Africa compare to the developed world with regards to our access to AI within the Wi-Fi arena?’ and the answer may surprise you on the upside.
In essence, because today we have the option of moving to a cloud-based licence, all users globally are able to benefit from feature updates to cloud platforms, as they could all be on the same version due to simultaneous software updates. In this regard, South African companies will not necessarily be running behind users in other parts of the world, thanks to the cloud.
Vox is very pleased to be able to bring our customers the latest Wi-Fi networking feature updates as soon as they are made available to us from our upstream providers and placed onto the relevant platforms. Because Vox is accessing features as they are rolled out by the supplier, this means in turn that our customers benefit as and when new features and updates become available.
Knowing that we are able to offer our clients first-world AI-enabled Wi-Fi technology, in partnership with Ruckus Networks, is something of which we are truly proud.
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