5 Edge Computing Use Cases With Huge Potential

March 22, 2019 | 125 views

Edge computing is an exciting development in network infrastructure that is only beginning to realize its potential. While it’s easy to find explanations about what edge computing is and how it works, most companies really want to know how it could affect their business. Internet of things (IoT) devices are already hitting the market in huge numbers, so organizations need to understand how new developments in edge computing practices can be turned to their advantage. Several industries stand to benefit immensely from these potential use cases.

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iOLAP, Inc.

iOLAP has been in business since 1999 with in-depth expertise across all Data Warehousing and Business Intelligence technology areas, including the newest leading-edge Business Analytics and Big Data architectures. We serve some of the world’s largest companies across all major industries.

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FUTURE TECH

Empowering Industry 4.0 with Artificial Intelligence

Article | July 14, 2022

The next step in industrial technology is about robotics, computers and equipment becoming connected to the Internet of Things (IoT) and enhanced by machine learning algorithms. Industry 4.0 has the potential to be a powerful driver of economic growth, predicted to add between $500 billion- $1.5 trillion in value to the global economy between 2018 and 2022, according to a report by Capgemini.

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SOFTWARE

How Artificial Intelligence Is Transforming Businesses

Article | July 13, 2022

Whilst there are many people that associate AI with sci-fi novels and films, its reputation as an antagonist to fictional dystopic worlds is now becoming a thing of the past, as the technology becomes more and more integrated into our everyday lives. AI technologies have become increasingly more present in our daily lives, not just with Alexa’s in the home, but also throughout businesses everywhere, disrupting a variety of different industries with often tremendous results. The technology has helped to streamline even the most mundane of tasks whilst having a breath-taking impact on a company’s efficiency and productivity

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AI TECH

The advances of AI in healthcare

Article | July 11, 2022

With the Government investing £250 million into the project, the Lab will consider how to use AI for the benefit of patients – whether this be the deployment of existing AI methods, the development of new technologies or the testing of their safety. Amongst other things, the initiative will aim to deliver earlier diagnoses of cancer. It is estimated that in excess of 50,000 extra patients could see their cancer being detected at an early stage, thus boosting survival rates. More specifically, a study has shown that AI is quicker in identifying brain tumour tissue than a pathologist.This would have a positive knock-on effect in other areas, such as enabling money to be saved (that otherwise would have been spent on further treatment) and reducing the workload of staff (at a time when there is a crisis in NHS workforce numbers).

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Three Keys to Successful AI Adoption

Article | February 10, 2020

Over the past several years, we have begun to see the emergence of artificial intelligence (AI) in businesses. According to a study for the AI Index 2019 Annual Report, more than half of respondents report their companies are using AI in at least one function or business unit. Thirty percent report they have AI embedded across multiple areas of their business. As businesses continue to develop their understanding of what is possible with AI, we can expect to see a continued increase in AI adoption.

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Spotlight

iOLAP, Inc.

iOLAP has been in business since 1999 with in-depth expertise across all Data Warehousing and Business Intelligence technology areas, including the newest leading-edge Business Analytics and Big Data architectures. We serve some of the world’s largest companies across all major industries.

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AI TECH,GENERAL AI

Aetina Launches New ASIC-Based Edge AI System Powered by Blaize

Aetina | December 08, 2022

Aetina, an edge AI solution provider that offers embedded computing hardware and software for AI and IoT, has launched a new ASIC-based edge AI system powered by the programmable Blaize® Pathfinder P1600 Embedded System on Module (SoM). The Aetina AI inference system—AIE-CP1A-A1—is a small-sized embedded computer designed for different computer vision applications, including object detection, human motion detection, and automated inspection. The AIE-CP1A-A1 model features the small form factor Blaize® Pathfinder P1600 Embedded SoM, ideal for rugged and challenging environments and embedded systems that need extended temperature ranges. It features Dual ARM Cortex A53 processors, 16 GSP cores providing 16 TOPS AI performance, and the benefits of low memory bandwidth and low latency, making it capable of accelerating neural network (NN) deployment and deep learning (DL) process. Based on the Blaize Graph Streaming Processor (GSP®) architecture, the Pathfinder enables energy-efficient processing power ideal for AI inferencing workloads at the edge, easily plugs into a custom carrier board, and runs autonomously or integrated within a larger system. Due to its compact, fanless design and multiple I/O ports, the AIE-CP1A-A1 can fit both commercial and industrial-grade AI-powered systems that involve vision AI-related inference. The Blaize Pathfinder also supports H.264/H.265 video encoder and decoder, making it compatible with different sensors to run quick image recognition and video analytics tasks. Aetina offers customized carrier boards and computer cases for sophisticated system integration and chip-down design service to provide other kinds of embedded computing models, such as single-board computer (SBC) with the Blaize Pathfinder in addition to regular box PCs. Moreover, Aetina helps developers convert their AI inference models to a format that can run and function normally on edge devices built with ASIC chips. “We are now expanding our edge computing product line to bring more GPU and ASIC-based solutions to help developers build their AI systems in various verticals and industries. “The AIE-CP1A-A1 model, powered by Blaize Pathfinder P1600 SoM, is our first ASIC-based system. In the future, by integrating different types of chips and modules, we can offer heterogeneous computing devices that are suitable for different AI models.” Jackal Chen, Senior Product Manager at Aetina Keeping AI processing and inferencing workloads at the edge, rather than sending data to the cloud, is critical for cost-effective and almost latency-free AI applications," said Dinakar Munagala, CEO and Co-founder of Blaize. "The Pathfinder SoM and our GSP architecture enable this key business objective for the demands of computer vision applications, including object detection, autonomous optical inspection, robotics, and more." Additionally, Aetina is now developing more ASIC-based AI accelerators with M.2 and EDSFF specification for developers, speeding up the inference processes of their AI models at the edge. About Blaize Blaize is a leading provider of a proprietary purpose-built, full-stack hardware architecture and low-code/no-code software platform that enables edge AI processing solutions at the network’s edge for computing in multiple large and rapidly-growing markets — automotive, mobility, retail, security, industrial automation, medical devices, and many others. Blaize’s novel solution solves the technical problem that edge AI processing requires across those verticals — very low latency and high thermal and power efficiency — which previously relied on retrofitting sub-optimized AI solutions designed more for data centers and the cloud. Blaize has previously raised over $180MM from strategic investors such as DENSO, Daimler, Magna, and Samsung, and financial investors such as Franklin Templeton, Temasek, GGV, and others. With headquarters in El Dorado Hills (CA), Blaize has teams in San Jose (CA) and subsidiaries in Hyderabad (India), Manila (Philippines), and Leeds and Kings Langley (UK), with 300+ employees worldwide. About Aetina Aetina Corporation, founded in 2012 in Taipei, Taiwan, is a leading provider of state-of-the-art AI solutions involving high-performance edge computing hardware and low-code/no-code software to help developers build different AI verticals quickly. With a focus on the global AI market, Aetina is committed in delivering professional longevity services to solve the developers’ pain points and speed up their AI adoption processes.

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GENERAL AI, AI APPLICATIONS, SOFTWARE

Silex Technology to provide Wi-Fi 6E Embedded Modules for High-Performance Applications Powered by the NVIDIA Jetson Edge AI Platform

Silex Technology, Inc. | October 28, 2022

Silex Technology, a global leader in wireless technology, has introduced its new Wi-Fi 6E module, the SX-PCEAX series based on the NVIDIA Jetson edge AI platform, along with the latest Linux drivers for the NVIDIA JetPack SDK 5.0.x release supporting Linux kernel 5.10. The latest Wi-Fi 6E standard expands Wi-Fi into the 6 GHz spectrum for unprecedented Wi-Fi communications performance, stability, and efficiency. Designed for improved communications in highly congested environments, the new Wi-Fi 6E module delivers the critical reliability, efficiency, and performance needed to expand IoT devices in factories, warehouses, and medical facilities. Silex Technology has created the SX-PCEAX-M2, a tri-band IEEE 802.11 abgn/ac/ax WLAN module plus Bluetooth combo module based on Qualcomm's QCA2066 SoC, specifically for the NVIDIA® Jetson Orin™ platform. The M.2 card form factor inserts directly into the developer kit for a plug-and-play experience using evaluation software from Silex. No engineering development is required to get started with a wireless evaluation on the Jetson Orin platform. "Silex is proud to be a preferred Wi-Fi solutions provider in the NVIDIA Partner Network. "Our radio hardware modules are ready to go into mass production and are ideal for original equipment manufacturers who seek to reduce RF design costs and improve time to market." Keith Sugawara, President of Silex Technology America An essential requirement for AI is access to a large amount of high-quality data for it to learn from, and Wi-Fi will become increasingly crucial for AI-powered applications to access data wirelessly. Silex delivers outstanding wireless technology engineered to help developers and customers leverage the NVIDIA Jetson edge AI and robotics platform to transfer data at high speeds via reliable, secure, and robust Wi-Fi. The SX-PCEAX is not only ideal for evaluation with the Jetson family of developer kits and modules but is also ready for equipment manufacturers to take to mass production. Modules have obtained certifications for North America, Europe, and Japan, enabling quick time to market and cost saving for customers. Silex can help customers port the driver to their specific platforms. Its reference platform for driver evaluation and development is the NVIDIA Jetson AGX Orin™ developer kit. To further expedite the product development process, Silex also provides additional engineering services, including custom driver development, certification services, and hardware schematic design reviews. Since SX-PCEAX offers a standard M.2 form factor, it can be used to add Wi-Fi connectivity to any Jetson platform (including the Jetson Orin series) with an M.2 card slot.. Silex is currently working with e-con Systems and VVDN in the NVIDIA partner ecosystem to provide Wi-Fi connectivity for NVIDIA customers. Backed by 40+ years of OEM integration experience, Silex can help bring reliable and secure wireless connectivity to AI at the edge applications. About Silex Technology, Inc. Silex Technology builds on more than 40 years of hardware and software connectivity know-how and IP, custom design development experience, and in-house manufacturing capabilities, bringing value to customers with a foundation of technical expertise. With relentless attention to quality and strategic partnerships with leading semiconductor providers, Silex Technology is the global leader in reliable Wi-Fi connectivity for products ranging from medical devices to document imaging products to a video or digital displays. With Silex Technology, customers get a single vendor that provides hardware and software support from design through manufacturing for a successful product after a successful product.

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AI TECH, GENERAL AI

Deloitte Acquires SFL Scientific's Business to Enhance Cutting Edge AI and Science-based Capabilities

Deloitte | October 03, 2022

Deloitte announced today that it has acquired the business of SFL Scientific, a leading, award-winning artificial intelligence (AI) strategy and data science consulting firm. This acquisition underscores Deloitte's commitment to investing in the capabilities that public and private sector clients need to transform their businesses for future success. Combining SFL Scientific's deep science and analytics knowledge with Deloitte's breadth of AI capabilities and industry depth and experience further positions Deloitte as an AI leader, advances its ability to deliver AI-fueled transformations for clients, and accelerates the growth of its AI market share. "As our clients advance their enterprise AI journeys, they require the comprehensive and sophisticated experience that SFL Scientific delivers. "The acquisition builds on an already strong relationship between our two organizations serving both commercial and public sector clients. Additionally, it will help us advise clients with the best approach to how AI can help transform their business, implement scalable capabilities to drive that transformation, and provide ongoing support to continually improve investments with AI-infused tech." Dan Helfrich, chairman and CEO, Deloitte Consulting LLP SFL Scientific has a proven track record serving large, market-leading organizations in the private and public sectors, successfully delivering high-quality, novel and complex projects, and offering deep domain and scientific capabilities. SFL Scientific's team of experienced AI strategists, data scientists, and AI engineers serve as trusted advisors to executives, helping them understand and evaluate new and essential areas for AI investment and identify unique opportunities to transform their businesses. "Combining SFL Scientific's specialized AI strategy knowledge with Deloitte's breadth of AI technological capabilities and industry depth will advance our AI leadership, accelerate our AI market share, and position Deloitte as a trusted advisor helping our enterprise clients transform their businesses through the power of AI," said Nitin Mittal, AI co-leader, and principal, Deloitte Consulting LLP. Acquiring SFL Scientific's business reinforces Deloitte as the destination for a rich career in AI, and fortifies our commitment to fostering an environment to advance technical excellence and technology development and growing leading teams of data scientists, strategists, and technologists, all in support of delivering AI-fueled transformations for clients. "We are excited to join forces with Deloitte. Combining our high caliber AI talent with Deloitte's broad domain knowledge and implementation capabilities is the catalyst to accelerate solving scientific and operational challenges with AI," said Michael Segala, Ph.D., CEO, SFL Scientific. About Deloitte Deloitte provides industry-leading audit, consulting, tax, and advisory services to many of the world's most admired brands, including nearly 90% of the Fortune 500® and more than 7,000 private companies. Our people come together for the greater good and work across the industry sectors that drive and shape today's marketplace — delivering measurable and lasting results that help reinforce public trust in our capital markets, inspire clients to see challenges as opportunities to transform and thrive, and help lead the way toward a stronger economy and a healthier society. Deloitte is proud to be part of the largest global professional services network serving our clients in the markets that are most important to them. Building on more than 175 years of service, our network of member firms spans more than 150 countries and territories.

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AI TECH,GENERAL AI

Aetina Launches New ASIC-Based Edge AI System Powered by Blaize

Aetina | December 08, 2022

Aetina, an edge AI solution provider that offers embedded computing hardware and software for AI and IoT, has launched a new ASIC-based edge AI system powered by the programmable Blaize® Pathfinder P1600 Embedded System on Module (SoM). The Aetina AI inference system—AIE-CP1A-A1—is a small-sized embedded computer designed for different computer vision applications, including object detection, human motion detection, and automated inspection. The AIE-CP1A-A1 model features the small form factor Blaize® Pathfinder P1600 Embedded SoM, ideal for rugged and challenging environments and embedded systems that need extended temperature ranges. It features Dual ARM Cortex A53 processors, 16 GSP cores providing 16 TOPS AI performance, and the benefits of low memory bandwidth and low latency, making it capable of accelerating neural network (NN) deployment and deep learning (DL) process. Based on the Blaize Graph Streaming Processor (GSP®) architecture, the Pathfinder enables energy-efficient processing power ideal for AI inferencing workloads at the edge, easily plugs into a custom carrier board, and runs autonomously or integrated within a larger system. Due to its compact, fanless design and multiple I/O ports, the AIE-CP1A-A1 can fit both commercial and industrial-grade AI-powered systems that involve vision AI-related inference. The Blaize Pathfinder also supports H.264/H.265 video encoder and decoder, making it compatible with different sensors to run quick image recognition and video analytics tasks. Aetina offers customized carrier boards and computer cases for sophisticated system integration and chip-down design service to provide other kinds of embedded computing models, such as single-board computer (SBC) with the Blaize Pathfinder in addition to regular box PCs. Moreover, Aetina helps developers convert their AI inference models to a format that can run and function normally on edge devices built with ASIC chips. “We are now expanding our edge computing product line to bring more GPU and ASIC-based solutions to help developers build their AI systems in various verticals and industries. “The AIE-CP1A-A1 model, powered by Blaize Pathfinder P1600 SoM, is our first ASIC-based system. In the future, by integrating different types of chips and modules, we can offer heterogeneous computing devices that are suitable for different AI models.” Jackal Chen, Senior Product Manager at Aetina Keeping AI processing and inferencing workloads at the edge, rather than sending data to the cloud, is critical for cost-effective and almost latency-free AI applications," said Dinakar Munagala, CEO and Co-founder of Blaize. "The Pathfinder SoM and our GSP architecture enable this key business objective for the demands of computer vision applications, including object detection, autonomous optical inspection, robotics, and more." Additionally, Aetina is now developing more ASIC-based AI accelerators with M.2 and EDSFF specification for developers, speeding up the inference processes of their AI models at the edge. About Blaize Blaize is a leading provider of a proprietary purpose-built, full-stack hardware architecture and low-code/no-code software platform that enables edge AI processing solutions at the network’s edge for computing in multiple large and rapidly-growing markets — automotive, mobility, retail, security, industrial automation, medical devices, and many others. Blaize’s novel solution solves the technical problem that edge AI processing requires across those verticals — very low latency and high thermal and power efficiency — which previously relied on retrofitting sub-optimized AI solutions designed more for data centers and the cloud. Blaize has previously raised over $180MM from strategic investors such as DENSO, Daimler, Magna, and Samsung, and financial investors such as Franklin Templeton, Temasek, GGV, and others. With headquarters in El Dorado Hills (CA), Blaize has teams in San Jose (CA) and subsidiaries in Hyderabad (India), Manila (Philippines), and Leeds and Kings Langley (UK), with 300+ employees worldwide. About Aetina Aetina Corporation, founded in 2012 in Taipei, Taiwan, is a leading provider of state-of-the-art AI solutions involving high-performance edge computing hardware and low-code/no-code software to help developers build different AI verticals quickly. With a focus on the global AI market, Aetina is committed in delivering professional longevity services to solve the developers’ pain points and speed up their AI adoption processes.

Read More

GENERAL AI, AI APPLICATIONS, SOFTWARE

Silex Technology to provide Wi-Fi 6E Embedded Modules for High-Performance Applications Powered by the NVIDIA Jetson Edge AI Platform

Silex Technology, Inc. | October 28, 2022

Silex Technology, a global leader in wireless technology, has introduced its new Wi-Fi 6E module, the SX-PCEAX series based on the NVIDIA Jetson edge AI platform, along with the latest Linux drivers for the NVIDIA JetPack SDK 5.0.x release supporting Linux kernel 5.10. The latest Wi-Fi 6E standard expands Wi-Fi into the 6 GHz spectrum for unprecedented Wi-Fi communications performance, stability, and efficiency. Designed for improved communications in highly congested environments, the new Wi-Fi 6E module delivers the critical reliability, efficiency, and performance needed to expand IoT devices in factories, warehouses, and medical facilities. Silex Technology has created the SX-PCEAX-M2, a tri-band IEEE 802.11 abgn/ac/ax WLAN module plus Bluetooth combo module based on Qualcomm's QCA2066 SoC, specifically for the NVIDIA® Jetson Orin™ platform. The M.2 card form factor inserts directly into the developer kit for a plug-and-play experience using evaluation software from Silex. No engineering development is required to get started with a wireless evaluation on the Jetson Orin platform. "Silex is proud to be a preferred Wi-Fi solutions provider in the NVIDIA Partner Network. "Our radio hardware modules are ready to go into mass production and are ideal for original equipment manufacturers who seek to reduce RF design costs and improve time to market." Keith Sugawara, President of Silex Technology America An essential requirement for AI is access to a large amount of high-quality data for it to learn from, and Wi-Fi will become increasingly crucial for AI-powered applications to access data wirelessly. Silex delivers outstanding wireless technology engineered to help developers and customers leverage the NVIDIA Jetson edge AI and robotics platform to transfer data at high speeds via reliable, secure, and robust Wi-Fi. The SX-PCEAX is not only ideal for evaluation with the Jetson family of developer kits and modules but is also ready for equipment manufacturers to take to mass production. Modules have obtained certifications for North America, Europe, and Japan, enabling quick time to market and cost saving for customers. Silex can help customers port the driver to their specific platforms. Its reference platform for driver evaluation and development is the NVIDIA Jetson AGX Orin™ developer kit. To further expedite the product development process, Silex also provides additional engineering services, including custom driver development, certification services, and hardware schematic design reviews. Since SX-PCEAX offers a standard M.2 form factor, it can be used to add Wi-Fi connectivity to any Jetson platform (including the Jetson Orin series) with an M.2 card slot.. Silex is currently working with e-con Systems and VVDN in the NVIDIA partner ecosystem to provide Wi-Fi connectivity for NVIDIA customers. Backed by 40+ years of OEM integration experience, Silex can help bring reliable and secure wireless connectivity to AI at the edge applications. About Silex Technology, Inc. Silex Technology builds on more than 40 years of hardware and software connectivity know-how and IP, custom design development experience, and in-house manufacturing capabilities, bringing value to customers with a foundation of technical expertise. With relentless attention to quality and strategic partnerships with leading semiconductor providers, Silex Technology is the global leader in reliable Wi-Fi connectivity for products ranging from medical devices to document imaging products to a video or digital displays. With Silex Technology, customers get a single vendor that provides hardware and software support from design through manufacturing for a successful product after a successful product.

Read More

AI TECH, GENERAL AI

Deloitte Acquires SFL Scientific's Business to Enhance Cutting Edge AI and Science-based Capabilities

Deloitte | October 03, 2022

Deloitte announced today that it has acquired the business of SFL Scientific, a leading, award-winning artificial intelligence (AI) strategy and data science consulting firm. This acquisition underscores Deloitte's commitment to investing in the capabilities that public and private sector clients need to transform their businesses for future success. Combining SFL Scientific's deep science and analytics knowledge with Deloitte's breadth of AI capabilities and industry depth and experience further positions Deloitte as an AI leader, advances its ability to deliver AI-fueled transformations for clients, and accelerates the growth of its AI market share. "As our clients advance their enterprise AI journeys, they require the comprehensive and sophisticated experience that SFL Scientific delivers. "The acquisition builds on an already strong relationship between our two organizations serving both commercial and public sector clients. Additionally, it will help us advise clients with the best approach to how AI can help transform their business, implement scalable capabilities to drive that transformation, and provide ongoing support to continually improve investments with AI-infused tech." Dan Helfrich, chairman and CEO, Deloitte Consulting LLP SFL Scientific has a proven track record serving large, market-leading organizations in the private and public sectors, successfully delivering high-quality, novel and complex projects, and offering deep domain and scientific capabilities. SFL Scientific's team of experienced AI strategists, data scientists, and AI engineers serve as trusted advisors to executives, helping them understand and evaluate new and essential areas for AI investment and identify unique opportunities to transform their businesses. "Combining SFL Scientific's specialized AI strategy knowledge with Deloitte's breadth of AI technological capabilities and industry depth will advance our AI leadership, accelerate our AI market share, and position Deloitte as a trusted advisor helping our enterprise clients transform their businesses through the power of AI," said Nitin Mittal, AI co-leader, and principal, Deloitte Consulting LLP. Acquiring SFL Scientific's business reinforces Deloitte as the destination for a rich career in AI, and fortifies our commitment to fostering an environment to advance technical excellence and technology development and growing leading teams of data scientists, strategists, and technologists, all in support of delivering AI-fueled transformations for clients. "We are excited to join forces with Deloitte. Combining our high caliber AI talent with Deloitte's broad domain knowledge and implementation capabilities is the catalyst to accelerate solving scientific and operational challenges with AI," said Michael Segala, Ph.D., CEO, SFL Scientific. About Deloitte Deloitte provides industry-leading audit, consulting, tax, and advisory services to many of the world's most admired brands, including nearly 90% of the Fortune 500® and more than 7,000 private companies. Our people come together for the greater good and work across the industry sectors that drive and shape today's marketplace — delivering measurable and lasting results that help reinforce public trust in our capital markets, inspire clients to see challenges as opportunities to transform and thrive, and help lead the way toward a stronger economy and a healthier society. Deloitte is proud to be part of the largest global professional services network serving our clients in the markets that are most important to them. Building on more than 175 years of service, our network of member firms spans more than 150 countries and territories.

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