BROWSING: machine learning

  Cisco has announced advancements to its IoT portfolio that enable service provider partners to offer optimized management of cellular IoT environments and new 5G use-cases, the company said in a release. Cisco highlighted that new wireless technologies – such as 5G and Wi-Fi 6 –...

Japan-based train company and railway operator Odakyu Electric Railway is trialling machine vision technology from Nokia to improve safety at rail crossings. The firm has started testing at the Tamagawa Gakuenmae No.8 railroad crossingin Machida City, in Tokyo. It is using ‘scene analytics’ software from...

New EXFO platform leverages AI, ML and "little data" for service assurance To hear EXFO CEO Philippe Morin tell it,  the virtualization of service provider networks is degrading network visibility and the ability to troubleshoot rapidly, while data lakes are more like overwhelming data swamps—...

Organizations will move IoT projects from proof-of-concept to proof-of-value Ramya Ravichandar, vice president of product management, FogHorn: “During proof-of-concept deployments in the last few years, many organizations have confirmed the benefits that IoT can bring to a wide variety of industries – and IoT spending is...

Higher-order analytics tools are being embedded in the industrial space, as data science and data capture practices advance, and as compute power and wireless networking become more flexible. But machine learning is limited in its current form, and the ‘fourth industrial revolution’ will slow...

What if nearly every network operation could be predicted using machine learning and AI? Ericsson launched its Operations Engine in January to assist communications service providers with moving away from incident driven and reactive operations to predictive and preventative operations. The engine, which leverages machine...

Report: Put small cells "where there is high traffic demand but low signal quality" Small cell deployments have followed a few broad trends in the past few years. The first wave serve to fill in holes in network coverage; the next wave was used to...

California-based software developer FogHorn provides edge intelligence software for industrial and commercial IoT applications. The company has signed with auto-parts maker ADVICS to deploy its edge compute software to enable real-time analytics and artificial intelligence (AI) as part of its “smart factory transition”. It is...

IoT, AI and machine learnings are key edge computing use cases, CenturyLink says There widespread consensus that edge computing will be a key piece of opening up latency-sensitive 5G applications like autonomous vehicles and augmented and virtual reality. Where there's not widespread consensus is around...

NXP and Nvidia both investing in AI for edge use cases The vision for the combination of 5G and the internet of things revolves around leveraging the low latency of next-generation cellular networks with sensor data to create efficiencies through lightning fast data processing in...

Make the switch to 5G easy by adopting artificial intelligence in your networks As 5G networks are lit up in urban cores and devices begin to hit the market, consumers are already seeing upward of 1 Gbps per second over the air. AND that’s just...

Ericsson announced the inauguration of its Global Artificial Intelligence Accelerator (GAIA) innovation hub in Montreal, Canada. The Swedish company said that its new innovation hub will focus on research and development in artificial intelligence and automation. Ericsson said its Montréal GAIA will create more than...

Network and service assurance needs are evolving rapidly, as more applications — both network functions that support telecom network operations, and enterprise applications — are becoming virtualized. SNS Research estimates that service provider SDN and NFV investments will have a compound annual growth rate...

In simple terms, the prevailing wisdom is the more data, the better. More data equals better decisions, which equals better products, and more users. That is the theory, anyway. The problem is the volume of processed data, at least from industrial setups, has been largely...

Machine learning and artificial intelligence-based technologies in the smart building sector are generating new opportunities for value creation in commercial and industrial real estate. Innovations in image recognition, natural language processing and behavioral data are generating a deeper understanding of how occupants interact inside...

Machine learning and artificial intelligence-based technologies in the smart building sector are generating new opportunities for value creation in commercial and industrial real estate. Innovations in image recognition, natural language processing and behavioral data are generating a deeper understanding of how occupants interact inside...

In part 1 of this series, we discussed the state of networks heading into 5G, and why we’ll need to move beyond today’s concept of assurance. To achieve tomorrow’s agile, self-organizing networks that can uphold absolute assurance, we’ll need five key components: AI, a...

Distributing machine learning is key to latency-sensitive applications Today, the vast majority of machine learning algorithms are run in centralized cloud computing facilities. But as 5G opens up a new set of latency-sensitive applications, doing machine learning just in the cloud won't be enough, which...

AI/ML can provide location data used to optimize wireless performance Wireless networks are becoming increasingly complex and, with 5G looming, that will only continue as the mix and density of devices, as well as variability in application requirements, grows. A key to managing this complexity...

There is massive disruption in the telecoms space, driven in the main part by the shift from proprietary hardware to commoditised hardware, and by the virtualisation of network functions in software. We are seeing this in the core network, the radio network, and at the...

AI and machine learning will impact every aspect of telecommunications - neither hype or concerns should be ignored. The fact the sector is highly digitalised and driven by strong competition will result in it being an AI pioneer, driving significant value across the supply chain. Join...

Rogers aims to start deploying 5G-ready network equipment and infrastructure at UBC starting in early 2019 Canadian telecom group Rogers and the University of British Columbia (UBC) have inked a three-year, multi-million dollar partnership deal to build a real-world 5G hub on the UBC campus...

Las Vegas, in Nevada, is using artificial intelligence to detect and fix issues within its IT systems, including those underpinning its various smart city projects. California-based FixStream said its deal with Las Vegas is the first implementation of artificial intelligence (AI) for IT operations...

Germany has made its move in the international AI arms race with state support for tech start-ups, a ‘JEDI’ innovation network with France, and backing for its ‘Cyber Valley’ set-up from industrial giants including BMW, Daimler, Porsche, and Bosch. The German government is to create...