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Traditional vs Deep Learning Algorithms in the Telecom Industry -- Cloud Architecture and Algorithm Categorization

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The unprecedented growth of mobile devices, applications and services have placed the utmost demand on mobile and wireless networking infrastructure. Rapid research and development of 5G systems have found ways to support mobile traffic volumes, real-time extraction of fine-grained analytics, and agile management of network resources, so as to maximize user experience. Moreover inference from heterogeneous mobile data from distributed devices experiences challenges due to computational and battery power limitations. ML models employed at the edge-servers are constrained to light-weight to boost model performance by achieving a trade-off between model complexity and accuracy. Also, model compression, pruning, and quantization are largely in place.


AI Hardware Technology Imitates Changes in Neural Network Topology

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A group of researchers at The Korea Advanced Institute of Science and Technology (KAIST) has proposed a new system inspired by the neuromodulation of the brain, which is called a "stashing system." This newly proposed system requires less energy consumption.


5 Trends in Medical Health Technology in 2022

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It is predicted that technologies such as artificial intelligence (AI), cloud computing, extended reality and the Internet of Things (IoT) will be introduced further among related workers, leading to the development and provision of new and better treatments and services. In the months following the outbreak of the COVID-19 outbreak, the proportion of telemedicine consulting has risen sharply from 0.1% to 43.5%, and is expected to rise further in the future, as this trend could save more patients' lives, said Deloitte Accounting Firm analyst. . To achieve this goal, the next-generation portable device, heart rate, stress, and blood oximetry, enables doctors to accurately determine the patient's condition in real time. During the COVID-19 period, doctors built'virtual hospital rooms' in some areas to observe the treatment status of patients in various areas through the central communication infrastructure. The Pennsylvania Emergency Medical Center is developing a high-quality'virtual emergency room'.


Qualcomm is using AI to supercharge your phone's cellular signal

PCWorld

In smartphones, "AI" is often used to enhance the look and quality of your photos. Qualcomm said that it's going even further, using AI to improve the cellular performance and coverage of your 5G smartphone as well. Specifically, Qualcomm claims that it's building AI capabilities into its modems to improve their signal coverage, further refining the range of all the radios connected to the device, including 4G and 5G. The AI technology will be included in the Snapdragon X70 modem that should ship this year and appear in smartphones in 2023. Qualcomm used the occasion of its 5G Summit to make the announcements, many of which are designed to improve the performance of the short-range, high-speed millimeter-wave (mmWave) technology.


Apple's head of machine learning quits after being made to come back to the office three days a week

Daily Mail - Science & tech

A senior director at Apple has quit his job in protest at the company demanding staff return to the office three days a week. Ian Goodfellow, the director of machine learning, is believed to be the most senior employee to resign so far as a result of the plan. On April 11, the company began mandating one day a week in the office - a requirement that rose to two days on May 2. By May 23, all staff had to be at their desks three days a week. A survey of Apple workers from April 13-19 found 67 percent saying they were dissatisfied with the return-to-office policy, Fortune reported. And Goodfellow, in his resignation note, said he would not do it.


How artificial intelligence helped save world trade

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The effects of the Covid-19 pandemic continue to severely disrupt trade. Yet some trade finance banks had the foresight to plan for such an eventuality, utilising capabilities that overcome market-wide limits on documentary trade. As appetite for trade digitalisation grows, Conpend's CEO, Torben Sauer, explains how banks are increasingly turning to technology to automate their document checking using AI – eradicating logistical challenges following a surge in remote working caused by the pandemic, and streamlining paper-based processes and transforming operational efficiency Over the last two years, financial institutions (FIs) have experienced unparalleled disruption as the Covid-19 pandemic continues to impact regions across the world. What they have not experienced, however, is a major decline in functionality. While the crisis initially sent shockwaves through the financial markets in March 2020, the operations of most of the world's major banks converted to home working without a single day's loss in service.


The Internet Gave Rise to the Modern Multiverse Movie

WIRED

Since its inception, science fiction has served as a prism through which to view technological anxieties: Godzilla and Superman rising out of atomic dust, robot lovers that make viewers question the uniqueness of human life, the thrilling and perverse march of extractivism beyond the solar system. The genre's most original narratives exorcise those fears through catharsis. Of all the modern worries, the disconnect between our internet selves and real lives might be the most slippery thing yet to fold into the dramatic arcs of science fiction. Yet somehow, in the last six months, cinema has exploded with a type of film that might be best suited to containing its unwieldy contours: the multiverse movie. It's somewhat surprising that such an apt manifestation of the internet has taken so long to develop.


State of Fashion Technology Report 2022

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In 2021, fashion companies invested between 1.6 and 1.8 percent of their revenues in technology. By 2030, that figure is expected to rise to between 3.0 and 3.5 percent. Behind the predicted increase is a conviction among many that technology could create a competitive edge--in customer-facing activities, where companies have mostly focused to date, and, more increasingly, in operations. Technologies such as robotics, advanced analytics, and in-store applications may help streamline processes and support sustainability, as well as create an exceptional customer experience (exhibit). This report is a collaborative effort by Imran Amed, Anita Balchandani, Achim Berg, Holger Harreis, Manuel Hurtado, Saga af Petersens, Roger Roberts, and Carlos Sanchez Altable, representing views from the Apparel, Fashion & Luxury Practice.


Area42, Reply's development center, where technology becomes reality - Actu IA

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On April 28, 2022, Reply, a company specialized in the design and implementation of solutions based on new communication channels and digital media, inaugurated its new applied research center in Turin focused on the development of the most innovative technologies. The cutting-edge work of Area42's workshops focuses on the areas of autonomous warehouse, last mile delivery, robotics, connected products, blockchain and metaverse. Reply is a company specializing in Consulting, Systems Integration and Digital Services, including the design and implementation of solutions based on new communication channels and digital media. It partners with key industrial groups in defining and developing business models made possible by new technologies such as artificial intelligence, Big Data, cloud computing, the Internet of Things and mobile and social networks. Reply's experts work daily on these technologies, transforming ideas into innovative prototypes, exploiting their full potential and applying them to real industrial use cases.


A Beginner's Guide to The Internet of Things (IoT) 2022

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We are able to turn on the lights in our homes from a desk in an office miles away. The built-in cameras and sensors embedded in our refrigerator let us easily keep tabs on what is present on the shelves, and when an item is close to expiration. When we get home, the thermostat has already adjusted the temperature so that it's lukewarm or brisk, depending on our preference. These are not examples from a futuristic science fiction story. These are only a few of the millions of frameworks part of the Internet of Things (IoT) being deployed today.