Data Retrieval – IT Talk http://it-talk.org/ Fri, 24 Sep 2021 23:42:55 +0000 en-US hourly 1 https://wordpress.org/?v=5.8 https://it-talk.org/wp-content/uploads/2021/06/icon-3-150x150.png Data Retrieval – IT Talk http://it-talk.org/ 32 32 Could cold storage solve the growing data problem? https://it-talk.org/could-cold-storage-solve-the-growing-data-problem/ https://it-talk.org/could-cold-storage-solve-the-growing-data-problem/#respond Fri, 24 Sep 2021 20:38:32 +0000 https://it-talk.org/could-cold-storage-solve-the-growing-data-problem/ The amount of data that businesses must store today, including small and medium-sized businesses, is astounding. In fact, most businesses now have to spend part of their budget on data storage alone. As you can imagine, the complexity and cost of managing and storing data – including engagement data, behavioral data, customer personal data, supplier […]]]>

The amount of data that businesses must store today, including small and medium-sized businesses, is astounding. In fact, most businesses now have to spend part of their budget on data storage alone.

As you can imagine, the complexity and cost of managing and storing data – including engagement data, behavioral data, customer personal data, supplier data, and more. – constitute a major challenge. On the one hand, it would be practical to delete as much data as possible to avoid cluttering the servers. On the other hand, this same data could have strategic value at a later date.

At the end of the day, it’s less about choosing what data to keep and what to dispose of, and more about what to cold store and what to keep “warm”. What is cold storage and how can it help solve the growing data challenges businesses face?

What is cold data?

Cold data, or cold storage, simply refers to data that is no longer actively used or viewed by a business.

Much of the cold data that is kept by businesses is kept for compliance purposes or to access information if needed at a later date. This is the kind of data that your business is likely to need to have on hand at some point in the future, but is irrelevant now or in the near future.

Most of this type of data is stored in cold storage “archives” which are meant to be accessed infrequently. Typical forms of inactive data placed in cold storage archives include media files, data stored as a backup, or data required to maintain compliance, such as PCI-DSS standards that require companies to store data. cardholders, for example.

This is in stark contrast to hot data or data that needs to be accessed quickly, such as financial transactions or data used in marketing campaigns. However, while hot storage requires more expensive and better performing servers, cold data can be stored on repositories which have slower recovery and response times, but are also much cheaper.

This is especially appealing to businesses with smaller budgets, and it’s one of the reasons cold storage is now the fastest growing data storage segment. In fact, the cold data storage industry, which is currently valued at $ 8 billion, is expected by Research & Markets to have a collective valuation of $ 19 billion by 2027.

Read also : What is cold data storage? Cold data storage in the cloud

How is cold data typically stored?

There are different ways to store cold data efficiently, including through the cloud or on physical hard drives or SSDs on premises. On-premise storage devices are reliable, but also need to be tested regularly and will have a defined lifespan. Doing so could put your cold data, and especially data that needs to be preserved, at great risk.

Cloud storage options are likely to be a more practical option for SMBs than an on-premises solution. Cloud storage services are cheaper, more easily accessible, and come with various security and compliance controls.

Additionally, many cloud providers allow you to set service level agreements regarding how long it will take to recover data. Typically, data stored in cold storage will likely take a few hours to retrieve, while data stored in a warmer tier of storage should be available immediately or within minutes.

The exception to this principle is if you must use devices on site in order to meet compliance requirements. It’s also wise to perform annual assessments of your cold data where end users or contractors working for you can assess what data is needed to keep. It is unlikely that all the cold data you store will be kept permanently.

How is cold data storage the solution to today’s data problems?

It’s a basic rule that the more data you store, the more expensive it will be. That’s why businesses, and especially those that need to store a lot of digital media or that evolve rapidly, are always looking for the most economical and efficient solutions to store their cold data. It’s also why companies in the data storage industry are always focused on how they can “reinvent” the way cold data is stored.

When it comes to both the affordability and accessibility of data storage, it is likely that cold storage will prove essential in the long term. Indeed, as the amount of data that businesses must store grows exponentially combined with budget cuts, cold storage appears to be the only viable solution for most businesses.

The total amount of data consumed globally reached over 64 zettabytes last year, and the overwhelming majority of that data is either rarely recovered or completely inactive. If this type of data is stored in a high-performance storage solution typically intended for active data, it consumes resources: both actual storage space and the power needed to maintain the stored data. These are resources that would be better reserved for data that must be accessed quickly.

Then there’s the fact that many businesses have to keep data for long periods of time. To avoid legal consequences, businesses are choosing to switch to cold storage solutions that allow them to store important but unused data. Low cost, durable and high capacity data storage solutions.

Cold storage solutions simply offer a much more cost effective storage alternative to hot storage. Businesses don’t have to be faced with choosing what data they want to keep.

Especially since increasing data storage becomes a fundamental reality of digital transformation, businesses can instead decide what data they want to keep easily accessible and what data they want to put in a cold storage solution for future access. .

Read more : Public cloud vs private cloud for data storage: can we have the best of both worlds?


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Google publishes Wikipedia-based image text dataset (WIT) https://it-talk.org/google-publishes-wikipedia-based-image-text-dataset-wit/ https://it-talk.org/google-publishes-wikipedia-based-image-text-dataset-wit/#respond Fri, 24 Sep 2021 08:30:52 +0000 https://it-talk.org/google-publishes-wikipedia-based-image-text-dataset-wit/ Google recently released a Wikipedia-Based Image Text (WIT) dataset, a large multimodal dataset created by extracting various selections of text associated with an image from links to images and Wikimedia articles. It was done by rigorous filtering to maintain high quality image-to-text sets. The WIT dataset is available for download on GitHub. Register for our […]]]>

Google recently released a Wikipedia-Based Image Text (WIT) dataset, a large multimodal dataset created by extracting various selections of text associated with an image from links to images and Wikimedia articles. It was done by rigorous filtering to maintain high quality image-to-text sets.

The WIT dataset is available for download on GitHub.

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As part of its initiatives to fill the knowledge gaps in Wikipedia, Wikimedia Research, in partnership with Google and other external collaborators such as EPFL, Naver Labs Europe and Hugging Face, is organizing a competition with the ensemble WIT data to Kaggle.

Check out the Wikipedia – Image / Caption Match Challenge details here.

Meeting the challenge of real-world datasets

To model the relationship between text and images, multimodal visio-linguistic models are based on rich data sets. Traditionally, these datasets have been created by manually captioning images or crawling the web and extracting the alt text as a caption.

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The first approach tends to produce better quality data, while the second limits the amount of data that can be generated / created. While the automated extraction approach leads to larger data sets, these require careful heuristics and filtering to scale models and ensure data quality for high performance.

Another challenge with existing datasets is the lack of coverage in languages ​​other than English. To address these issues, Google researchers developed the WIT dataset, with the goal of creating a large, high-quality, multilingual dataset with a variety of content.

WIT vs other datasets

As explained in “WIT: Wikipedia-Based Image Text Dataset for Multimodal Multilingual Machine Learning,” the dataset resulted in an organized set of 37.5 million image text examples. feature rich, as well as 11.5 million unique images in 108 languages, as presented at SIGIR 2021. SIGIR is a leading scientific conference in the field of documentary research.

WIT has increased language coverage and large size compared to previous datasets.

(Source: Google)

Here are some of the advantages of the WIT dataset:

  • Cut: It is one of the largest multimodal datasets of sample images and text available to the public or open access.
  • Multilingual: WIT has 10 times or more languages ​​than any other dataset (108) languages.
  • Contextual information: WIT includes a lot of contextual information at the page and section level, unlike typical multimodal datasets, which only have one caption per image.
  • Real world entities: As a large knowledge base, Wikipedia is rich in real world entities that are represented in WIT.
  • Demanding test set: All SOTA models demonstrated significantly lower performance on WIT compared to standard evaluation sets. (Example: ~ 30 booster drop points)

The ideation of WIT

Google researchers said the main goal is to create a large dataset without compromising the quality or coverage of concepts / ideas. Therefore, they started using the largest online encyclopedia available today – Wikipedia.

To give you an example, consider the Wikipedia page for “Half Dome (Yosemite National Park, CA).” As noted below, the article contains various interesting text captions and contextual information relevant to the image, including the page title, description of the main page, and other contextual information and metadata.

(Source: Google / Wikipedia page for Half Dome: photo by DAVID ILIFF)
Introducing the Wikipedia page for the Half Dome image (Source: Google / Wikipedia page for Half Dome: Photo by DAVID ILIFF)

This is how they did it

The researchers said they started by selecting Wikipedia pages with images, then extracted various image-to-text associations and surrounding contexts. Then, by further refining the data, the researchers performed a rigorous filtering process to ensure the quality of the data. This included filtering based on the text, availability, length and quality of the captions (for example, removing the default generic filter text); filtering based on images to ensure that each image has a certain size with an authorized license; and image and text-based filtering to ensure search suitability (such as excluding those classified as hate speech).

In addition, the researchers randomly sampled sets of image captions for evaluation by human editors, who verified that 98% of the samples exhibited good image caption alignment.

Kaggle contest

The competition includes a task of recovering images and texts. Using images and text captions, user participants must retrieve the appropriate caption (s) for each image.

To enable research in this area, Wikipedia has made available 300 pixel resolution images and ResNet-50 based image integration for most training and testing data sets. In addition to the WIT dataset, Kaggle will host all of this image data and provide Colab notebooks.

Additionally, participants will have access to a discussion board in Kaggle to share code and collaborate, allowing anyone interested in multimodality to get started and run experiments seamlessly.

Wrap

Google believes the WIT dataset will help researchers create better multi-modal multilingual models and identify better representation techniques, which will improve machine learning models in real-world tasks compared to data. visio-linguistic.


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Amit Raja Naik

Amit Raja Naik



Amit Raja Naik is Editor-in-Chief at Analytics India Magazine, where he dives deep into the latest technological innovations. He is also a professional bass player.



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Ahold Delhaize opens factory in Connecticut https://it-talk.org/ahold-delhaize-opens-factory-in-connecticut/ https://it-talk.org/ahold-delhaize-opens-factory-in-connecticut/#respond Thu, 23 Sep 2021 19:11:14 +0000 https://it-talk.org/ahold-delhaize-opens-factory-in-connecticut/ Ahold Delhaize, the Netherlands-based global grocery giant with more than 7,000 stores worldwide, has just taken an important step in its efforts to ensure that 85% of its grocery supply chain East Coast retail distribution will self-distribute by the end of 2022. The United States family of supply chain companies, ADUSA Supply Chain, announced Thursday, […]]]>

Ahold Delhaize, the Netherlands-based global grocery giant with more than 7,000 stores worldwide, has just taken an important step in its efforts to ensure that 85% of its grocery supply chain East Coast retail distribution will self-distribute by the end of 2022. The United States family of supply chain companies, ADUSA Supply Chain, announced Thursday, September 23, the opening of its 1 million square feet in Manchester, Connecticut.

Read more: Grocery Roundup: Ahold Delhaize takes control of the US supply chain

“The opening of the Manchester plant is an important step in the transformation of the supply chain serving Ahold Delhaize USA’s local brands,” said Chris Lewis, president of ADUSA Supply Chain, in a statement. . “With the addition of Manchester, we added over 2 million square feet of distribution capacity to our network in less than two months. “

Lewis added that the facility is “well equipped with technological solutions that will increase efficiency,” which allows for faster deliveries.

The facility will process an average of approximately 1.7 million cases of long-life groceries each week, supplying more than 450 Stop & Shop stores and e-commerce centers. This is the first establishment opened under the ADUSA Supply Chain brand.

During a call with analysts in August, Ahold Delhaize CEO Frans Muller said the self-distribution move serves the company’s U.S. operations well amid widespread supply chain disruption. supply.

“On the American side, we are lucky to have a lot of [the] self-managed supply chain, ”he said. “It’s absolutely strategically in the right direction. And the more we control ourselves, the more we can control our destiny and we are less dependent on others.

Giant encourages online orders with reduced fees

In related news, in an effort to attract shoppers to its online grocery channels, Ahold Delhaize-owned and Maryland-based grocery chain Giant, which operates more than 160 stores in the Delaware area -Maryland-Virginia, announced Wednesday, September 22. that it now offers free deliveries three days a week and discounted deliveries two days. In addition, the chain lowers its minimum order for delivery and eliminates the minimum for pickup.

PYMNTS data from the What Consumers Expect From Their Grocery Shopping Experiences, a collaboration with ACI Worldwide, reveals that while 94% of consumers still shop in-store, only 34% shop online and only 23% of consumers buy groceries online for delivery. .

See also: NEW DATA: Digital Features Can Help Grocers Win Over 43% of Shoppers

It seems like a fairly small fraction, but it is a dramatic increase from the pre-pandemic period. A 2019 NPD study found that 16% of the 20% of consumers who shopped online, or 3% of all consumers, said they ordered for delivery.

Walmart “Built for the Best” to Attract Impact and Health Conscious Shoppers

Walmart, the largest grocer in the United States, announced Tuesday, September 21, the launch of a new program, “Built for Better”, designed to reach consumers whose purchasing decisions are influenced by the perceived environmental and nutritional impact. brands.

The program is divided into two categories: products with beneficial effects on health and those which are respectful of the environment. For foods, products will display with the “Built for Better, For You” icon when they meet certain nutritional standards. Products in all categories will appear with the words “Built for the best – for the planet” when they meet certain environmental standards.

“We’re just getting started. We know that ‘living better’ goes beyond saving money, living a healthy lifestyle and being sustainable, ”wrote Jane Ewing, senior vice president of sustainability at Walmart. “With Built for Better, we have created a framework that can evolve over time. As the needs of our communities and customers continue to evolve, we will change alongside them.

The sanitary qualities of food have a considerable impact on the purchasing decisions of consumers. For example, a study by the International Food Information Council (IFIC) earlier this year found that more than half of all millennials had been on a specific diet, such as healthy eating or intermittent fasting, at some point in their life. the year before, just like 38% of Generation X consumers.

Additionally, eco-centric initiatives such as this one can be critical to the ability of retailers to retain sustainability-conscious shoppers. A GreenPrint study published in March found that 64% of U.S. consumers would be willing to spend more on sustainable products, and 78% would be more likely to buy a product if it was clearly labeled for the environment. Additionally, 77% of all US consumers said they were “concerned about the environmental impact of the products they buy.”

Schnucks Woos Back Shoppers Online with Local Products

Schnucks, a Midwestern grocery chain with 111 branches, focuses on local produce. In partnership with the mobile marketing application and the Foodshed.io logistics platform, which helps businesses discover local food producers, the grocer now offers the largest number of fresh produce offers since its creation.

“Buying from local farms helps us support our local neighbors while providing a better quality product to our customers,” Schnucks Produce and Floral vice president Mike Tipton said in a statement. “By reducing the time it takes from the farm to our stores, we are able to get the freshest produce. “

With the increase of online grocery shopping, fresh produce can be a huge differentiator for grocers whose strength is brick and mortar. The November 2020 omnichannel grocery report from PYMNTS, a collaboration of ACI Worldwide, found that the share of consumers buying fresh fruit and vegetables online was about half that of those buying packaged food online – 17% against 32%. In other words, the vast majority (83%) of shoppers prefer to buy their fresh fruits and vegetables in stores.

Related News: NEW DATA: What U.S. Consumers Want Grocery Stores To Know About How They Want to Shop and Pay

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NEW PYMNTS DATA: TODAY’S SELF-SERVICE PURCHASE JOURNEY – SEPTEMBER 2021

On: Eighty percent of consumers want to use non-traditional payment options like self-service, but only 35 percent were able to use them for their most recent purchases. Today’s Self-Service Shopping Journey, a PYMNTS and Toshiba Collaboration, analyzes more than 2,500 responses to find out how merchants can address availability and perception issues to meet demand for self-service kiosks.


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Quanergy presents its 3D LiDAR solution for packaging automation at PACK EXPO https://it-talk.org/quanergy-presents-its-3d-lidar-solution-for-packaging-automation-at-pack-expo/ https://it-talk.org/quanergy-presents-its-3d-lidar-solution-for-packaging-automation-at-pack-expo/#respond Thu, 23 Sep 2021 01:48:09 +0000 https://it-talk.org/quanergy-presents-its-3d-lidar-solution-for-packaging-automation-at-pack-expo/ Sunnyvale, California – September 22, 2021 – Quanergy Systems, Inc., a leading provider of OPA-based solid-state LiDAR sensors and intelligent 3D solutions for automotive and IoT, to unveil its latest 3D LiDAR solution at PACK EXPO at the Las Vegas Convention Center in Las Vegas, Nevada. Quanergy’s LiDAR solutions for the packaging and logistics industry […]]]>

Sunnyvale, California – September 22, 2021 – Quanergy Systems, Inc., a leading provider of OPA-based solid-state LiDAR sensors and intelligent 3D solutions for automotive and IoT, to unveil its latest 3D LiDAR solution at PACK EXPO at the Las Vegas Convention Center in Las Vegas, Nevada.

Quanergy’s LiDAR solutions for the packaging and logistics industry provide advanced insight for a wide variety of industrial applications, including mobile equipment navigation, pallet storage and retrieval, package profiling and perimeter security.

Quanergy’s high-precision LiDAR sensors generate rich 3D point cloud data, enabling intelligent navigation and collision prevention for AGVs, mobile robots and forklifts. The sensors also provide precise measurements for package / pallet sizing as well as real-time situational awareness to enable safe and efficient storage and retrieval, while protecting assets and equipment from damage.

With a rugged design and reliable performance in all weather or lighting conditions, Quanergy LiDAR sensors can withstand the rigors of industrial environments and deliver reliable results. Quanergy LiDAR sensors also feature shock and vibration resistance, providing up to 10,000 hours Mean Time Between Failure (MTBF).

To learn more about the benefit of the LiDAR solution, visit Quanergy at PACK EXPO at Stand # 5861. In addition, Quanergy Industrial Market Development Director Tony Rigoni will share a presentation titled “Next Generation Industrial LiDAR Sensing Technologies Coming to the Packaging Industry”. The presentation is scheduled for Wednesday September 29 at 10:30 am on the PACK to the Future Stage (N9830).

About Quanergy Systems, Inc.

Quanergy Systems’ mission is to create powerful and affordable intelligent LiDAR solutions for automotive and IoT applications to improve people’s experience and safety. Quanergy has developed the only true 100% solid-state CMOS LiDAR sensor based on optical phase matrix (OPA) technology to enable mass production of low cost and highly reliable 3D LiDAR solutions. With smart LiDAR solutions from Quanergy, businesses can now leverage advanced real-time 3D information to transform their operations in a variety of industries including industrial automation, physical security, smart cities, smart spaces and more Again. Quanergy solutions are deployed by more than 350 customers around the world. For more information, please visit us at www.quanergy.com.


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More than half a million mobile robots will be shipped to warehouses around the world in 2030 https://it-talk.org/more-than-half-a-million-mobile-robots-will-be-shipped-to-warehouses-around-the-world-in-2030/ https://it-talk.org/more-than-half-a-million-mobile-robots-will-be-shipped-to-warehouses-around-the-world-in-2030/#respond Wed, 22 Sep 2021 12:30:00 +0000 https://it-talk.org/more-than-half-a-million-mobile-robots-will-be-shipped-to-warehouses-around-the-world-in-2030/ Warehouse Automation Adoption Rises Due to Sustained Increase in Order Volumes NEW YORK, September 22, 2021 / PRNewswire / – The supply chain industry has stepped up its warehouse automation efforts in light of the e-commerce boom and labor shortages. In addition to solutions such as headset-activated voice selection and exoskeletons that reduce human effort, […]]]>

Warehouse Automation Adoption Rises Due to Sustained Increase in Order Volumes

NEW YORK, September 22, 2021 / PRNewswire / – The supply chain industry has stepped up its warehouse automation efforts in light of the e-commerce boom and labor shortages. In addition to solutions such as headset-activated voice selection and exoskeletons that reduce human effort, mobile robots are proving to be the most popular productivity-enhancing solution in the warehousing industry. According to ABI research, a global technology market consultancy, global warehouse mobile robot shipments will have a compound annual growth rate (CAGR) of nearly 40% from 2021 to 2030 and exceed 500,000 global shipments by 2030.

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“Productivity technologies can generate a much higher return on investment if they are properly combined with other technologies. For example, by combining location data with a voice solution, warehouses using a Warehouse Execution System (WES) platform can optimize workflows by minimizing distance traveled depending on where the worker is, ” declared Adhish Luitel, Industry Analyst, Supply Chain Management and Logistics at ABI Research.

In addition to mobile robotics, the growth of solutions such as automated storage and retrieval (AS / RS) systems has also been explosive. Led by innovators such as Swisslog, Bastian Solutions and Körber, the global AS / RS industry is expected to be valued at over US $ 18 billion by 2030, with 9% year-over-year growth from 2021 to 2030. AS / RS consists of a variety of computer-controlled systems to automatically place and retrieve loads from locations defined storage, ideal for a high volume of loads moved in and out of storage. This trend is consistent with the fact that the logistics industry has experienced high volume over the past year. Parcel shipping reached 95 billion parcel volumes worldwide in 2020, this volume is expected to double by 2026, with a CAGR of 14% between 2020 and 2026.

“As the shift to robotics occurs with more busy warehouses, manual workflows can be automated or workflows traditionally performed by highly specialized and rigid machines may soon be performed by robots that can be moved and recycled. as needed, ”concludes Luitel.

These findings come from ABI Research’s Smart Warehousing Market Data Report. This report is part of the company’s supply chain management and logistics research service, which includes research, data, and ABI Insights. Market data spreadsheets are composed of in-depth data, highly segmented and service-specific market share analysis and forecast to provide detailed information about opportunities.

About ABI Research
ABI Research provides actionable research and strategic advice to technology leaders, innovators and decision makers around the world. Our research focuses on transformative technologies that are dramatically reshaping industries, economies and the workforce today. ABI Research’s global team of analysts publish groundbreaking studies often years ahead of other technology consulting firms, helping our clients stay ahead of their markets and competitors.

ABI Search我们 帮助 客户 创造 真实 的 业务 成果。

For more information on ABI Research’s services, contact us at +1.516.624.2500 in the Americas, +44.203.326.0140 in Europe, +65.6592.0290 in Asia Pacific or visit www.abiresearch.com.

Contact information:

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Deborah Petrara
Phone. : +1.516.624.2558
pr@abiresearch.com

SOURCE ABI Research


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InterSystems IRIS FHIR accelerator service enables easy retrieval and storage of health data https://it-talk.org/intersystems-iris-fhir-accelerator-service-enables-easy-retrieval-and-storage-of-health-data/ https://it-talk.org/intersystems-iris-fhir-accelerator-service-enables-easy-retrieval-and-storage-of-health-data/#respond Tue, 21 Sep 2021 20:34:25 +0000 https://it-talk.org/intersystems-iris-fhir-accelerator-service-enables-easy-retrieval-and-storage-of-health-data/ CAMBRIDGE, Mass .– (BUSINESS WIRE) – InterSystems, a provider of creative data technologies dedicated to helping customers solve the most critical scalability, interoperability and speed issues, today announced the launch of the InterSystems IRIS® FHIR® Accelerator service. A fully managed enterprise server for HL7® FHIR (Fast Healthcare Interoperability Resources), it provides developers with a simple, […]]]>

CAMBRIDGE, Mass .– (BUSINESS WIRE) – InterSystems, a provider of creative data technologies dedicated to helping customers solve the most critical scalability, interoperability and speed issues, today announced the launch of the InterSystems IRIS® FHIR® Accelerator service. A fully managed enterprise server for HL7® FHIR (Fast Healthcare Interoperability Resources), it provides developers with a simple, secure and scalable repository to store and share healthcare data for their applications.

When FHIR developers create innovative applications that integrate daily life data, for example, applications that track the diagnosis of COVID-19 or that integrate with medical Internet of Things (IoMT) devices, they have need a way to manage this data. And as the healthcare environment expands beyond traditional healthcare environments, the need for interoperability in healthcare IT grows.

The InterSystems IRIS FHIR Accelerator service is a reliable turnkey solution for FHIR data storage and retrieval, enabling developers to be more efficient and bring their applications to market faster.

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The main features of the IRIS FHIR accelerator service include:

Predefined authorization and authentication with OpenID Connect and OAuth 2.0 using Cognito Authorization Server, which includes intuitive methods for selecting custom FHIR scopes and allows developers to easily configure access control for users and applications .
Application programming interface (API) keys that authenticate incoming FHIR requests.
A developer interface that enables more efficient testing, provides information about the FHIR APIs available to an application, and details the API requests needed to store and retrieve those resources.
Available on AWS Marketplace and coming soon to other popular cloud providers.
Support for the latest R4 version of HL7 FHIR, including United States Master Data for Interoperability (USCDI).
Support for batch import of FHIR bundles via Secure File Transfer Protocol (sFTP), making it easy to get started in application development quickly.
Exceptional high availability through mirroring.
Continuous updates and new features are provided automatically.
“At InterSystems, we work to ensure that our customers can achieve true interoperability and derive value from their healthcare data,” said Don Woodlock, healthcare solutions manager for InterSystems. “With a solution like InterSystems IRIS FHIR Accelerator Service, developers have the technology they need to leverage interoperability and create solutions to reduce costs, improve patient engagement, facilitate better outcomes and strengthen their initiatives. innovation. “


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Edge computing has a bright future, although no one really knows what it looks like • The Register https://it-talk.org/edge-computing-has-a-bright-future-although-no-one-really-knows-what-it-looks-like-the-register/ https://it-talk.org/edge-computing-has-a-bright-future-although-no-one-really-knows-what-it-looks-like-the-register/#respond Tue, 21 Sep 2021 09:15:00 +0000 https://it-talk.org/edge-computing-has-a-bright-future-although-no-one-really-knows-what-it-looks-like-the-register/ Edge computing is easy to sell but hard to define. More of a philosophy than any single architecture, the edge and the cloud are on a spectrum, with the current cloud service model often dependent on in-browser processing, and even the most sophisticated deployments depend on central infrastructure. The philosophy on board, like most Reg […]]]>

Edge computing is easy to sell but hard to define. More of a philosophy than any single architecture, the edge and the cloud are on a spectrum, with the current cloud service model often dependent on in-browser processing, and even the most sophisticated deployments depend on central infrastructure.

The philosophy on board, like most Reg readers know to doubt, it means pushing as many treatments and calculations as close as possible to the points of collection and use.

If biology is a guide, advanced computing is a good evolutionary strategy. The octopus has a central brain, but each tentacle has the ability to analyze its environment, make decisions, and react to events. The human gut takes care of itself, with roughly the same processing power as a deer, while the eyes and ears do local processing before relaying the data back. All of these natural systems provide efficiency, robustness, and flexibility – attributes that IT Edge deployments should also expect.

But these natural analogies also illustrate another of Edge’s most important aspects: its diversity. 5G is often cited as the quintessential peak case. It owes most of its potential to its design around edge principles, shifting decision making about configuration and management of connections to distributed control systems. The combination of high bandwidth, low latency, prioritization of traffic management, on all moving targets simply cannot work unless as many processing as possible has been done. place as close as possible to radios (and therefore to users).

Move it

But another high-profile, high-profile application, transportation, requires a very different approach. An aircraft can generate a terabyte of performance and diagnostic data on a single flight, which is beyond the capabilities of in-flight data communications.

Spread that out over an ever-changing global fleet, and central control is not an option. Autonomous on-board processing, prioritization of immediate safety information such as moment-to-moment engine parameters for available real-time links, and efficient bulk data retrieval when possible, lead to design decisions far removed from 5G engineering.

Each industry presented as a natural fit for Edge – IoT, digital health, manufacturing, energy, logistics – challenges the idea of ​​Edge as a single discipline. As the Openstack project says in its article “Edge Computing: Next Steps in Architecture, Design and Testing”:. “

Yet by focusing on common characteristics, their benefits and challenges, we can see where it could be heading.

Networking

Edge computing needs a scalable and flexible network. Even if a particular deployment is stable in size and resources over a long period of time, to be economical it must be built from general purpose tools and techniques capable of meeting a wide variety of demands. To this end, software-defined networking (SDN) has become a priority for future cutting-edge developments, although a series of recent research has identified areas where it is not yet quite the task.

The typical approach of SDN is to divide the networking task into two tasks of control and data transfer. It has a control plane and a data plane, the first managing the second by dynamic reconfiguration based on a combination of rules and monitoring. This seems to fit well with edge computing, but SDN typically has a centralized control plane that expects a holistic view of all network activity. As researchers from Imperial College London point out in a recent article [PDF], it is neither scalable nor robust, two key requirements. Various approaches – multiple control planes, increased intelligence in edge switching hardware, dynamic network partitioning on demand, geography and flow control – are being explored, as are the interactions between security and SDN in the network. management of the periphery.

The conclusion, here as elsewhere, is that this is a very active area of ​​research and that although the potential is not yet realized, these techniques will form the basis of an effective edge network.

The reason for this latter conclusion leads to another aspect of Edge development: what rules to apply in general to develop and manage infrastructure, services, and applications.

State-of-the-art development and management

As edge architectures continue to evolve, extending DevOps principles to infrastructure provides more visibility into how things work, adoption of common, proven open source components and approaches, and benefits. practices of rapid reconfiguration and deployment.

With the all-as-code approach, exemplified by SDN and container management / deployment tools like Kubernetes, the variety of edge architectures, from highly centralized to highly distributed, can be managed with the same tools, an important consideration as technologies evolve and take their place in the market.

Kubernetes provides a common abstraction layer on top of physical resources such as compute, storage, and networking, enabling standard deployment anywhere, including to heterogeneous edge devices across various infrastructures. This fits well with the increased performance of cross-platform development tools, enabling a device-independent approach that fits well with the economy of the periphery and its need to cultivate diverse ecosystems.

With all of this, monitoring and testing must follow. One approach to creating maintainable edge deployments is artifact review, where everything that is created to be part of an overall system is sufficiently well documented to be tested and developed by others, with reproducible results.

In general, all the ideas of DevOps best practice – communication between teams, standardization of practices, automation where possible, instrumentation – need to be strengthened to cope with the new scale, ever-changing composition and business demands. variety that Edge brings. .

Standards

This problem of managing edge deployments which in many cases, such as IoT, have end nodes of varying age, capabilities, and technology, quickly leads to extremely complex permutations of different configurations. Mobile app developers know this all too well, with constant decisions about what minimum configuration to support, how to handle different geographies, and how to support customers who deviate from the norm. They are a good test bed, albeit subconsciously, for the realities of certain aspects of the ship.

Edge standards are being developed to control this. ETSI, the European telecommunications standardization body and the 3GPP mobile standardization group have collaborated [PDF] to integrate cloud services and mobile networks at the edge, including how to manage application discovery of edge services. Internet-based systems like DNS have underlying assumptions that the entities they expose stay where they are; edge, especially mobile edge, does not work this way.

Another major focus of activity is LF Edge, the Linux Foundation’s edge group, which has just released EdgeX 2.0 Ireland, a major update to its nascent standards package. This includes secure APIs to connect devices and networks and manage data channels, and the Open Retail Reference Architecture (ORRA), a common deployment platform to manage apps, devices, and services.

Although the EdgeX standard has seen some flow, the intention is to use it as the basis for a Long Term Support (LTS) release later in 2021. The standards package is available in a Docker container, highlighting the consensus that Edge will need to be built on DevOps lines to be viable.

Edge’s hidden defects

For Edge to make a good business case, it has to be the most effective way to solve a problem. For poster children – 5G, transport, IoT – this is often the only possible solution. But in more general cases, it should be more efficient than the cloud-first, device-second model. The big cloud providers are in fierce competition here, with their hyper-efficient internal management systems and economies of scale.

In a review [PDF] of the technological, economic and industrial future of advanced computing in the European Union, it should be noted that Google claims that its administrators each monitor 10,000 servers, compared to one administrator per hundred servers in standard data centers of enterprise class, and Amazon’s data centers as three and a half times more energy efficient in a similar comparison. If your edge deployment is to remove a lot of the data processing from the cloud, these are economies of scale that it may have to contend with. It’s the raw economics that make clouds so dominant, and they don’t change.

Security is also very difficult. Moving workloads from the data center to the edge removes the physical protection against theft and vandalism, and the management of security credentials for thousands or hundreds of thousands of nodes when connectivity or feeding may be intermittent for some is not a resolved problem. With care, Edge can be more secure than standard approaches – many IoT sensors have few spare resources for strong encryption, but a local control node can add it before sending it.

But deployment at the edge increases the surface area of ​​a system. Therefore, active monitoring and analysis of logs for signs of problems should be scaled to match.

The future of edge computing, more than most growing technologies, depends on everyone in the business. From top academic researchers to the DevOps machine room, all layers of industry need to be aware of what the other is doing. For Edge to work, a whole mesh of existing ideas for infrastructure, management, development, monitoring, security, and architectural understanding must explore the options together.

No organization, not even tech giants, can take it where it doesn’t fit, and no organization can hold it back when it locks into viable innovation. Even without the hype, life at the limit is going to be interesting. ®


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SpaceX capsule returns to Earth with fully civilian orbital crew https://it-talk.org/spacex-capsule-returns-to-earth-with-fully-civilian-orbital-crew/ https://it-talk.org/spacex-capsule-returns-to-earth-with-fully-civilian-orbital-crew/#respond Mon, 20 Sep 2021 21:10:20 +0000 https://it-talk.org/spacex-capsule-returns-to-earth-with-fully-civilian-orbital-crew/ Four amateur astronauts returned to Earth after a three-day space excursion aboard the SpaceX Crew Dragon capsule, the first flight to Earth orbit entirely carried out by tourists. The mission launch and return are the latest recent expeditions funded by billionaire passengers and mark a milestone in the nascent astrotourism industry. The capsule when it […]]]>

Four amateur astronauts returned to Earth after a three-day space excursion aboard the SpaceX Crew Dragon capsule, the first flight to Earth orbit entirely carried out by tourists. The mission launch and return are the latest recent expeditions funded by billionaire passengers and mark a milestone in the nascent astrotourism industry.

The capsule when it lands on the ocean. Image credit: Espace X.

After an automated re-entry into Earth’s atmosphere, the group of unlikely astronauts that made up the SpaceX Inspiration4 mission splashed safely in the Atlantic near the Florida coast last Saturday night. The parachutes slowed the descent of the capsule before landing in the water, where SpaceX ships awaited its recovery.

The crew members were seen emerging from the capsule, visibly happy after the experience. They stood on the deck of a SpaceX salvage ship, waved and lifted their feet before being taken to a medical station for checkups. Then they were returned by helicopter to Cape Canaveral, where they were received by their families.

SpaceX, the spacecraft and rocket manufacturing company owned by billionaire Elon Musk, supplied the spacecraft used for the mission, controlled the flight, and handled the recovery of the capsule. The mission was funded by Jared Isaacman, an e-commerce entrepreneur, who paid for the four seats and was also the crew commander.

Isaacman was joined by three foreigners he selected: geoscientist Sian Proctor, medical assistant Hayley Arceneaux and Air Force veteran Chris Sembroski. The mission was designed to raise awareness and donate for St. Jude Children’s Research Hospital, which fights childhood cancer and other deadly diseases. So far $ 160 million has been raised, including $ 100 million donated by Isaacman.

During the mission, crew members chat with their families, take in the stunning views from space, and listen to music. During a live broadcast on Friday, Proctor showed artwork he made during his stay with metal markers, while Sembroski played a ukulele soon to be auctioned off to raise additional funds for St. Jude Hospital.

A new era for spaceflight

The mission was not intended to approach the International Space Station (ISS) but rather to perform a “free flight” at an altitude of 575 kilometers (360 miles). The crew circled the earth more than 15 times a day. During the trip, experts collected data on all of their vital signs to study the impact of space travel on non-professionals.

The crew after their return from space. Image credit: SpaceX

SpaceX chief human spaceflight Benji Reed said the flight went without major inconvenience. He mentioned two minor and easily fixed issues, a faulty fan in the toilet system, as well as a faulty temperature sensor. All four astronauts had levels of vertigo and motion sickness similar to those of NASA astronauts, he added, raising intriguing questions about the future of space travel.

It was the third private space flight so far this summer, following the flights of Jeff Bezos on a Blue Origin spacecraft and Richard Branson on a Virgin Galactic. Yet Inspiration4 was the first mission to orbit the planet. Four more private orbital missions are planned over the next year, including new ones from Elon Musk’s SpaceX.

Mission director Todd Ericson told a press conference “welcome to the second space age”, saying that after this mission space travel will become “much more accessible to humans. and average women “. Still, it will likely take some time, with Time magazine estimating that Isaacman paid around $ 200 million for the four seats on the recent mission.


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Here’s what you need to know https://it-talk.org/heres-what-you-need-to-know/ https://it-talk.org/heres-what-you-need-to-know/#respond Mon, 20 Sep 2021 08:01:03 +0000 https://it-talk.org/heres-what-you-need-to-know/ Shares of Rekor Systems, Inc. (REKR) rose 9.8% in the secondary market. However, the last trading session closed at $ 9.69 with a gain of 0.21%. What happens with the stock? Let’s study more about REKR and analyze all the latest news released by the company. 3 tiny actions ready to explode The world’s largest […]]]>

Shares of Rekor Systems, Inc. (REKR) rose 9.8% in the secondary market. However, the last trading session closed at $ 9.69 with a gain of 0.21%.

What happens with the stock?

Let’s study more about REKR and analyze all the latest news released by the company.


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REKR announces the selection of Waycare Technologies

REKR selected Waycare Technologies out of 9e September 2021. The Louisiana Department of Transportation and Development (LaDOTD) selected its subsidiary Waycare Technologies for a pilot program. This will help reduce congestion and collisions in the Baton Rouge area.

In addition, it will promote the harmonization of speeds for a safer driving experience. The company will examine massive data sets from different Louisiana agency sources, as well as mobile apps, linked cars and third-party systems, to create actionable information on road safety, using its powerful AI algorithms. and its machine learning.

Second Quarter 2021 Financial Results

The 16e August 2021, REKR released its financial results for the second quarter of 2021. According to this:

Sales increased from $ 1,597,000 to $ 4,274,000 for the quarter ended June 30, 2021. In addition, gross margin reached $ 2,842,000 with a gross margin of 66% for the quarter ended June 30, 2021. June 30, 2021. Software sales contributed to the growth in gross sales. profit.

Due to the reduction in hardware and labor hours associated with licensing, our software products generally have a higher profit margin than our hardware products. The operating loss for the quarter ended June 30, 2021 increased to $ 4,685,000.

Finally, the operating loss of the Company for the six months ended June 30, 2021 and 2020 was $ 9,91,000 and $ 5,382,000, respectively. The Company continued to add employees to support its expansion plans, and professional fees increased, primarily due to merger and acquisition activity.

REKR acquires SecurePark Technologies

On July 20, 2021, REKR acquired SecurePark Technologies of Edmonton. SecurePark, which was founded in 2009, is a parking control software as a service (SaaS) platform for municipalities, parking operators, airports and more. The transaction was set up as an asset acquisition, with the seller receiving a sum of money and shares in payment.

First, REKR and SecurePark have been working together for a year and recently won projects in Midland and Thorold. They are working together to deploy a fully integrated infringement lifecycle management system and parking controls. Second, the REKR platform enables public and private sector organizations to create digital contracts for parking permits, accept payments, and track transactions.

Third, at all levels of record storage and retrieval for government purposes, REKR maintains CJIS compliance.


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SpaceX capsule with first fully civilian crew crashes off Florida coast https://it-talk.org/spacex-capsule-with-first-fully-civilian-crew-crashes-off-florida-coast/ https://it-talk.org/spacex-capsule-with-first-fully-civilian-crew-crashes-off-florida-coast/#respond Sat, 18 Sep 2021 23:50:00 +0000 https://it-talk.org/spacex-capsule-with-first-fully-civilian-crew-crashes-off-florida-coast/ The newly created quartet of citizen astronauts comprising the SpaceX Inspiration4 mission splashed safely in the Atlantic off the coast of Florida on Saturday, completing a three-day flight of the first all-civilian crew ever to launch into Earth orbit. SpaceX’s Crew Dragon capsule, dubbed Resilience, was parachuted into the sea around 7 p.m. EDT, shortly […]]]>
The newly created quartet of citizen astronauts comprising the SpaceX Inspiration4 mission splashed safely in the Atlantic off the coast of Florida on Saturday, completing a three-day flight of the first all-civilian crew ever to launch into Earth orbit.

SpaceX’s Crew Dragon capsule, dubbed Resilience, was parachuted into the sea around 7 p.m. EDT, shortly before sunset, after an automated re-entry descent, SpaceX said in a live webcast on its YouTube channel. .

The return from orbit followed a dive into the Earth’s atmosphere generating frictional heat that raised temperatures around the exterior of the capsule to 3,500 degrees Fahrenheit (1,927 degrees Celsius). Astronauts’ flight suits are designed to keep them cool if the cabin gets warm.

Applause was heard from SpaceX’s flight control center on the outskirts of Los Angeles as the first parachutes deployed, slowing the descent of the capsule to about 15 miles per hour (24.14 kilometers per hour) before the ditching, and again when the craft struck the water.

SpaceX recovery boats were shown approaching the waterproof Crew Dragon as it straightened into the ocean, as recovery crews scaled the capsule, attaching the rigging before hoisting it out of the water. Crew members will be removed from the capsule once it is safely placed on the floating recovery vessel.

After undergoing medical checks at sea, the four amateur astronauts will be returned by helicopter to Cape Canaveral to reunite with their loved ones, SpaceX said.

SpaceX founder and chief engineer Elon Musk attends a post-launch press conference to discuss the in-flight test of the SpaceX Crew Dragon astronaut capsule at the Kennedy Space Center (Credit: REUTERS)

SpaceX, the private rocket company founded by Elon Musk, CEO of automaker Tesla Inc, said it would take about an hour to get the crew out of the capsule. A camera filmed from inside the cabin showed them sitting calmly strapped to their seats.

SpaceX supplied the spacecraft, launched it from Florida, and flew it from the company’s headquarters on the outskirts of Los Angeles.

The Inspiration4 team took off from the Kennedy Space Center in Cape Canaveral on Wednesday on top of one of SpaceX’s reusable double-stage Falcon 9 rockets.

In less than three hours, the crew’s capsule had reached a cruising orbital altitude of just over 363 miles (585 km) – higher than the International Space Station or the Hubble Space Telescope, and farthest than human has flown from Earth since the end of NASA’s Apollo lunar program in 1972..

It also marked the first flight of Musk’s new space tourism business and a leap forward over competitors also offering rocket rides to well-heeled customers willing to pay a small fortune to experience the exhilaration of spaceflight. and earn amateur astronaut wings.

The Inspiration4 team was led by its wealthy benefactor, Jared Isaacman, managing director of e-commerce company Shift4 Payments Inc, who took on the role of mission “commander”.

“It was a hell of a ride for us,” he said over the radio from the capsule moments after the landing. “We’re just getting started.”

He had paid an undisclosed but apparently huge sum – estimated by Time magazine to be around $ 200 million – to his billionaire colleague Musk for the four seats aboard the Crew Dragon.

Isaacman was joined by three less wealthy teammates he had selected – geoscientist and former NASA astronaut candidate Sian Proctor, 51, physician assistant and childhood bone cancer survivor Hayley Arceneaux, 29 , and aerospace data engineer and Air Force veteran Chris Sembroski, 42.

Isaacman designed the flight primarily to raise awareness and donate for one of his favorite causes, St. Jude Children’s Research Hospital, a major pediatric cancer center in Memphis, Tennessee, where Arceneaux was a patient and now works.

The Inspiration4 crew played no role in piloting the spacecraft, which was operated by ground flight crews and on-board guidance systems, although Isaacman and Proctor are both licensed pilots.

SpaceX has already ranked as the most established player in the burgeoning constellation of commercial rocket companies, having launched numerous cargo payloads and astronauts to the NASA space station.

Two rival operators, Virgin Galactic Holdings Inc and Blue Origin, have launched their own astrotourism services in recent months, with their respective founding executives, billionaires Richard Branson and Amazon.com founder Jeff Bezos, each of them. them.

These suborbital flights, lasting a few minutes, were short leaps from the three days of Inspiration4 in orbit.


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