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Subscriber Account active since. Sam Nagar didn't intend to create an enterprise-software company focused on edge computing. It just sort of happened. When Nagar and his sister, Karishma, formed Pixeom, they were actually trying to undermine some large corporations. They wanted to offer consumers a way to get the advantages of cloud- or internet-based services without having to depend on — and turn their data over to — the big tech companies.

Their solution was a device that allowed individuals to set up a kind of personal cloud in their own homes, one that securely stored and gave them remote access to their data but could also be linked up with the personal clouds of other consumers.

On the device, the development of which the siblings funded through Kickstarterthey included software that allowed users to store and share files, create an online marketplace, and run discussion groups. Pixeom ended up shipping the device — late, like many Kickstarter projects — but the company soon shifted its focus. Its project caught the eye of Samsung. The electronics giant was impressed with the software Pixeom had created, but it wanted to use its own hardware, initially for an Internet of Things project.

So, Pixeom agreed to license its software to Samsung, and Samsung invested in the company. The funding was welcome — and a model for Pixeom's future; it would eventually raise funds from other customers. The partnership with Samsung also helped point the company in a different direction. Gradually, Pixeom shifted its focus from helping consumers and small businesses set up their own small-scale cloud services to helping corporate customers run the software designed for and offered through Amazon Web Services and other cloud computing providers in their own data centers.

Pixeom's service is also designed to make it easy for corporate technology administrators to oversee and manage their company's far-flung data centers remotely. While cloud computing has been one of the prevailing trends in tech in recent years, Pixeom has found a ready market for its so-called edge-computing service. Companies in many industries want or need the ability to run critical software in-house, rather than in the cloud, Nagar said. Take offshore oil rigs.

Such rigs generate lots of data each day, but uploading all that information to the cloud would be a painstaking process given the types of data connections that are available out in the open ocean. It would be much more efficient for the energy company that owns the rig to process and analyze on a server much closer to the rig, Nagar said. But there are plenty of other examples where cloud computing isn't always a good fit. Many companies have regulatory restrictions on where and how they can store their data.

Some companies have security reasons for wanting to keep their data close to them. Other companies have adopted cloud technologies, such as containerized applications, but want to deploy them on small servers on premises to do things such as process payments at a local restaurant or storefront.

Pixeom has already landed some 25 Fortune customers and its revenue is in the tens of millions of dollars, Nagar said. The Silicon Valley-based company now has more than 90 employees. Indeed, one of the latest trends in cloud computing has been the development of hybrid services that attempt to marry the public cloud with corporate data centers.

Pixeom has teamed up with Google to help the latter offer an edge-computing service to pair with its cloud offerings. Read this : One of the biggest trends in tech over the last decade has been the shift to cloud computing — and we're seeing the first signs of what might be next.

Investors are starting to come around to the edge-computing opportunity.The latest round of institutional funding validates the traction ZEDEDA has achieved across the market as customers adopt its disruptive orchestration solution for the distributed edge.

With the edge computing market expected to more than quadruple over the next four yearsenterprises realize that their strategic vision must implement an open foundation that enables visibility, control and security for their edge projects at scale.

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Companies can achieve those strategic imperatives only by leveraging an as-a-service model, which takes advantage of a recurring software subscription and enables enterprises with a cloud-native architecture at the edge that scales on demand while supporting legacy investments.

The company expects to more than triple the number of customer edge nodes under management by mid from today.

Q&A with Roman Shaposhnik, co-founder of ZEDEDA

ZEDEDA, the leader in orchestration for the distributed edge, delivers visibility, control and security for edge computing deployments. Distributed edge solutions require a diverse mix of technologies and domain expertise, and ZEDEDA provides customers with an open, vendor-agnostic orchestration framework that breaks down silos and provides the needed agility and futureproofing as they evolve their connected operations.

Customers can now seamlessly orchestrate intelligent applications at the distributed edge to gain access to critical insights, make real-time decisions and maximize operational efficiency. For more information, contact info zededa. View source version on businesswire. Treble Michael Kellner zededa treblepr. England manager Gareth Southgate was upset with substitute Jordan Henderson for defying team orders as the midfielder decided to take a penalty and missed in Sunday's win over Romania in the country's final Euro warm-up.

Henderson returned to action for the first time since being sidelined with a groin injury in February by taking the field as a halftime substitute but he denied striker Dominic Calvert-Lewin who won the spot kick and was expected to take it. The Liverpool captain saw his shot palmed away by Romania goalkeeper Florin Nita in the 78th minute after Marcus Rashford had netted England's first penalty 10 minutes earlier before the striker was replaced shortly afterwards. England batted slowly and carefully Sunday to hold out against New Zealand on the final day of the first test at Lord's.

After England had advanced to in 70 overs in its second innings, a draw was agreed in the two-test series opener. England captain Joe Root defended the decision not to chase the victory target of after New Zealand earlier declared its second innings at Alejandro Davidovich Fokina marched into the quarter-finals of a Grand Slam for the first time after a power-packed victory over Federico Delbonis at the French Open on Sunday.

Fokina had already spent more than 10 hours on court at Roland Garros, which included two consecutive five-setters, but the hard-working Spaniard was the livelier of the two players, covering the court with ease and striking the ball with venom. Despite going down in the opening set, Fokina won four games in a row to lead before serving out the set. Keith Speights: Well, Novavax also had some real news, I think some hard news, that is something worth investors paying attention to anyway.

Indigenous leaders and school survivors on Sunday dismissed Pope Francis' expressions of pain at the discovery of children's remains at a former Catholic residential school in Canada, saying the church needed to do much more.

In his weekly blessing in St. Peter's Square on Sunday, Francis said he was pained by the news about the former school for indigenous students and called for respect for the rights and cultures of native peoples. The discovery last month at the Kamloops Indian Residential School in British Columbia, which closed inreopened old wounds in Canada about the lack of information and accountability around the residential school system, which forcibly separated indigenous children from their families.

Hate smelling like every other man on the street? Then look to the past for some olfactory inspiration. The stock is up Sergio Perez said before the Formula One season started that he needed five races to get up to speed with Red Bull and the Mexican duly delivered by winning the sixth in Azerbaijan on Sunday.

If victory fell into his lap after team mate Max Verstappen crashed out with a tyre blowout five laps from the end while leading, it was still richly deserved.

Perez had qualified only seventh, moving up to sixth after McLaren's Lando Norris was demoted, but he showed his pace throughout. Pair believed to have known each other, say police. Meghan Markle and Prince Harry welcomed their second child, a daughter, on 4 June.Read more. For instance, we can label a ground truth dataset containing hundreds to thousands of objects.

Once completed, human reviewers use auditing tools to fine-tune and deliver the labeled dataset. Besides providing terrific support during the labeling process of a massive volume of data. Even without a brain, metal-eating robots can search for food. Original Source Here When it comes to powering mobile robots, batteries present a problematic paradox: the more energy they contain, the more they weigh, and thus the more energy the robot needs to move.

While in contact with a metal surface, an ECVS unit catalyzes an oxidation reaction with the surrounding air, powering the robot with the freed electrons. Scientists create next gen living robots. Get ready for Xenobots 2. The same team has now created life forms that self-assemble a body from single cells, do not require muscle cells to move, and even demonstrate the capability of recordable memory. The new generation Xenobots also move faster, navigate different environments, and have longer lifespans than the first edition, and they still have the ability to work together in groups and heal themselves if damaged.

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The results of the new research were published today in Science Robotics. Compared to Xenobots 1. A comprehensive survey on optimizing deep learning models by metaheuristics. Original Source Here Abstract Deep neural networks DNNswhich are extensions of artificial neural networks, can learn higher levels of feature hierarchy established by lower level features by transforming the raw feature space to another complex feature space.

Although deep networks are successful in a wide range of problems in different fields, there are some issues affecting their overall performance such as selecting appropriate values for model parameters, deciding the optimal architecture and feature representation and determining optimal weight and bias values. Recently, metaheuristic algorithms have been proposed to automate these tasks. This survey gives brief information about common basic DNN architectures including convolutional neural networks, unsupervised pre-trained models, recurrent neural networks and recursive neural networks.

We formulate the optimization problems in DNN design such as architecture optimization, hyper-parameter optimization, training and feature. Tactile textiles sense movement via touch. But what about a wearable that can detect how you move as you do a physical activity or play a sport, and could potentially even offer feedback on how to improve your technique? Among other things, the researchers showed that their clothes can actually determine things like if someone is sitting, walking, or doing particular poses.

ML Trends that will be carried out in AI applications vary from spam detection to sophisticated recommendation systems, from image classification to well-composed text generation, from video object tracking to AI chess engines that can beat the human world champion. From this wide spectrum of branches and applications, we will try to point out some of the most significant ML trends that will be carried out this year.

A single model with billion parameters, a number which a couple of years ago would seem unthinkable can handle texts in many languages and perform a bevy of NLP tasks better than any model done previously. Twelve years ago, GTC began as a conference focused squarely on GPUs, and at that time, that meant primarily graphics and gaming. GTC is now billed as the conference for AI innovators, developers, technologists, startups and creatives, and this year it will offer over 1, sessions covering breakthroughs in AI, data center, accelerated computing, autonomous vehicles, health care, intelligent networking, game development, and more.MyAdvantech is a personalized portal for Advantech customers.

By becoming an Advantech member, you can receive latest product news, webinar invitations and special eStore offers. Available apps can be customized by the customer and configuration templates can be created to simplify multiple rollouts.

In this use case, the customer wrote their own control application utilizing CODESYS, but the solution supports any combination of internal innovation and 3rd-party software. In addition to successfully implementing remote monitoring for their pump jack operations, it was also important to the customer that the system have flexibility for future expansion.

The joint ZEDEDA and Advantech edge computing foundation was ideal due to the expandability and flexibility to work with any combination of new and legacy applications. The same infrastructure can be used for additional oil and gas industry applications in various operations, such as flare detection, hydrocarbon leak detection, tank gas monitoring, tank battery storage monitoring, LACT meter monitoring, gas meter monitoring, and more.

The result is a consistent, streamlined deployment and orchestration experience in a heterogeneous operating environment with any combination of hardware, applications, and clouds. Visit the European website To get information relevant for your region, we recommend visiting our European website instead.

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Advantech Logo. Case Study. Product A-Z. Featured Topics Industry 4. Advantech Global Services. Design To Order Services.

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Channel Partners. Downloads Resources Check your products information. Careers Jobs Search. Easily deploy, monitor, and manage edge computing solutions for remote asset monitoring and control.

2020 Predictions: Computer Vision Projects Will Gain Ground

Real-time visibility of accurate data is imperative for production, safety, and efficiency in the oil and gas industry, especially for assets out in the field. Oil and gas sites require numerous pieces of equipment in order to operate effectively and, for the most part, that equipment is required to function in remote, unmanned locations. This poses many challenges to traditional SCADA systems that are in place to monitor and control equipment processes.

This opens the door for various benefits, including the following:. Improved safety programs; Increased efficiency; Reduced capital expenditures; Faster response times with fewer truck rolls; and Enhanced environment compliance. Enabling remote asset connectivity minimizes the need to continuously have field operators on-site, decreases the need to place personnel resources in potentially hazardous scenarios, and also increases coordination of operation and maintenance practices between back- and front-office teams.

Pump Jack Monitoring and Control Solution. For example, an energy company recently needed a solution for remotely monitoring and controlling pump jack operation in its oil fields. A pump jack is used to mechanically extract crude oil out of non-self-flowing wells, and its function is key when it comes to oil production.

Manning the pump jacks continuously for monitoring and maintenance is not feasible and truck rolls are expensive. The customer needed a solution that could provide remote visibility to prevent unnecessary site visits.

The customer also wanted the foundation for their remote monitoring solution to have flexibility for future expansion. Pump jack monitoring was the first step, but new applications, such as flare and hydrocarbon leak detection, would be added over time.

Finding the Right Solution. The company turned to Advantech and ZEDEDA for a single-foundation solution, optimized for deploying and managing remote monitoring solutions with flexibility for future expansion.Skip to content Skip to footer. Cisco Industrial Wireless Advisor Tool. Choosing the right industrial wireless solutions for your industry can be difficult. We're here to help make it easier!

As you answer these questions, focus on a single deployment. Consider taking the assessment multiple times for additional deployments. Step Answer a maximum of 8 questions. See the suggested solutions and technologies.

Save your report and share it with Cisco sales. Begin assessment. For what industry do you want to provide IoT connectivity? Which environmental conditions are applicable to your deployment? Ambient environments e. What are you looking to connect? What kind of mobility will the connected devices require? Primarily fixed, but may move on occasion e.

On-the-move e. What are the device power requirements? Battery power that needs to recharge frequently daily or more than once per month. Battery power that needs to last several months or several years e. What is the maximum coverage area for connectivity? Large-scale deployments e. For the locations you want to operate in, what type of service is available? How much throughput do you expect for the wireless technology?Edge computing middleware in an industrial or enterprise software architecture is akin to plumbing on steroids.

This software layer must efficiently connect different applications, data sources, devices such as sensors and endpointsservices and business entities. Today, IoT and industrial IoT within an organization can pose enormous complexity because of the sheer scale of edge projects. The ability to run cloud and AI applications at the network edge only increases the level of intricacy. The advent of cloud computing helped IoT explode.

As a result, edge computing can reduce the cost of cloud performance by putting compute power close to the network edge and devices, said Keith Steele, chairman of the EdgeX Foundry technical steering committee. Edge middleware is how we bring it together.

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Edge middleware products can be divided into open platforms and proprietary platforms. For example, EdgeX Foundry is an open source, vendor-neutral software framework for IoT edge computing. They are often hardware and OS agnostic. By comparison, proprietary approaches often come from large, well-known vendors such as Microsoft and AWS. Lesser-known vendors that often include open source software in their products include ZededaFoghorn and Niolabs.

Whatever the choice in middleware, some level of customization is inevitable. Of course, customization raises the age-old problem of whether an organization has the right IT staff trained to handle it or can find a skilled integrator who can support a large-scale project. There were 25, downloads in April of the available versions and nearly 70 companies have been contributing to its development. Log in with your IoT World Today account. Your email address will not be published.

Save my name, email, and website in this browser for the next time I comment. This site uses Akismet to reduce spam. Learn how your comment data is processed. Explore an in-depth review of the world market for machinevision hardware, software and services, designed for use… twitter.

Embedded Computing.

The Right Foundation for Flexible, Scalable, Remote Monitoring in the Oil and Gas Industry

Getty Images. The benefits of using edge computing middleware and tips for selecting the best approach for taming IoT complexity. Written by Matt Hamblen 4th June Customization Is Expected Whatever the choice in middleware, some level of customization is inevitable.

What Is Edge Computing?

Page 1 Page 2 Page 3. As the number of edge devices increases exponentially, sending high volumes of data to the cloud could swiftly overwhelm budgets and broadband capabilities. Deep learning, a subset of machine learning, reduces cost and connectivity burdens. For more than 40 years, Argent has specialized in the fabrication and distribution of unique adhesive and die-cut solutions.

See why Argent relies on the Plex Manufacturing Platform to remain competitive and support their open book management. AI support in the cloud and at the edge have furthered embedded IoT development. A platform approach has emerged to span various developer skill sets. Leave a comment Cancel reply -or- Log in with your IoT World Today account Alternatively, post a comment by completing the form below:.

View all. White Papers.ZEDEDAthe leader in orchestration for the distributed edge, today announced the hiring of three industry veterans to executive roles, along with the opening of its European headquarters in Berlin, Germany. And, our new Berlin office opens access to top developer talent in Europe and a new support hub for our international customers. Pearl brings extensive startup experience, with expertise leading OEM sales engagements and scaling sales organizations to drive rapid revenue growth.

Dmitri Chiriaev. ZEDEDA contributed the initial code for Project EVE inwith the goal of establishing an open, vendor-agnostic and standardized architecture and operating system that streamlines orchestration of cloud-native and legacy apps for distributed compute nodes. Distributed edge solutions require a diverse mix of technologies and domain expertise, and ZEDEDA provides customers with an open, vendor-agnostic orchestration framework that breaks down silos and provides the needed agility and futureproofing as they evolve their connected operations.

Customers can now seamlessly orchestrate intelligent applications at the distributed edge to gain access to critical insights, make real-time decisions and maximize operational efficiency.

For more information, contact info zededa. View source version on businesswire. Treble Michael Kellner zededa treblepr. England manager Gareth Southgate was upset with substitute Jordan Henderson for defying team orders as the midfielder decided to take a penalty and missed in Sunday's win over Romania in the country's final Euro warm-up. Henderson returned to action for the first time since being sidelined with a groin injury in February by taking the field as a halftime substitute but he denied striker Dominic Calvert-Lewin who won the spot kick and was expected to take it.

The Liverpool captain saw his shot palmed away by Romania goalkeeper Florin Nita in the 78th minute after Marcus Rashford had netted England's first penalty 10 minutes earlier before the striker was replaced shortly afterwards. England batted slowly and carefully Sunday to hold out against New Zealand on the final day of the first test at Lord's. After England had advanced to in 70 overs in its second innings, a draw was agreed in the two-test series opener.

England captain Joe Root defended the decision not to chase the victory target of after New Zealand earlier declared its second innings at Alejandro Davidovich Fokina marched into the quarter-finals of a Grand Slam for the first time after a power-packed victory over Federico Delbonis at the French Open on Sunday. Fokina had already spent more than 10 hours on court at Roland Garros, which included two consecutive five-setters, but the hard-working Spaniard was the livelier of the two players, covering the court with ease and striking the ball with venom.

Despite going down in the opening set, Fokina won four games in a row to lead before serving out the set. Keith Speights: Well, Novavax also had some real news, I think some hard news, that is something worth investors paying attention to anyway. Indigenous leaders and school survivors on Sunday dismissed Pope Francis' expressions of pain at the discovery of children's remains at a former Catholic residential school in Canada, saying the church needed to do much more.

In his weekly blessing in St. Peter's Square on Sunday, Francis said he was pained by the news about the former school for indigenous students and called for respect for the rights and cultures of native peoples. The discovery last month at the Kamloops Indian Residential School in British Columbia, which closed inreopened old wounds in Canada about the lack of information and accountability around the residential school system, which forcibly separated indigenous children from their families.

Hate smelling like every other man on the street? Then look to the past for some olfactory inspiration. The stock is up Sergio Perez said before the Formula One season started that he needed five races to get up to speed with Red Bull and the Mexican duly delivered by winning the sixth in Azerbaijan on Sunday. If victory fell into his lap after team mate Max Verstappen crashed out with a tyre blowout five laps from the end while leading, it was still richly deserved.

Perez had qualified only seventh, moving up to sixth after McLaren's Lando Norris was demoted, but he showed his pace throughout. Pair believed to have known each other, say police.

Meghan Markle and Prince Harry welcomed their second child, a daughter, on 4 June. Red Bull's Formula One championship leader Max Verstappen and Aston Martin's Lance Stroll both crashed out after rear-left tyres blew suddenly at speed on the same stretch of straight. Pirelli's F1 head Mario Isola said an inspection after the race was halted following Verstappen's crash found that Mercedes' seven times world champion Lewis Hamilton also had a damaged tyre.

Denmark's Martin Braithwaite and Andreas Cornelius netted superb headers to secure a win over Bosnia in a Euro warm-up at a sun-drenched Brondby Stadium on Sunday. With thousands of fans in the stands and coach Kasper Hjulmand fielding a strong side, Braithwaite opened the scoring with a diving header in the 18th minute as the Bosnia defence failed to clear a Christian Eriksen corner.


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