This article has been indexed from NetApp Blog NVIDIA Magnum IO GPUDirect Storage (MIO GDS) enables a direct data path for direct memory access (DMA) transfers between GPU memory and storage, which avoids a bounce buffer through the CPU. The…
Tag: NetApp Blog
Cut your risk by automating Oracle database management
This article has been indexed from NetApp Blog “Automation is driving the decline of banal and repetitive tasks.” —Amber Rudd What do we mean when we talk about automation? Automation solutions replace manual processes with automated workflows. Personally, I’d…
3D interactive tour of ONTAP AI
This article has been indexed from NetApp Blog With the NetApp® ONTAP® AI proven architecture, powered by NVIDIA DGX systems and NetApp cloud-connected all-flash storage, you can streamline the flow of data. You can also reliably speed up analytics, training, and…
Introducing SnapCenter 4.5: A must-read for IT administrators
This article has been indexed from NetApp Blog Organizations today want to improve security and find different ways to reduce IT spending. CIOs and CTOs are thinking aggressively in this direction more so than before the global pandemic. At…
FlexPod for your full-stack AI and complete AI lifecycle
This article has been indexed from NetApp Blog It’s no surprise that artificial intelligence, machine learning, and deep learning (AI/ML/DL) are among organizations’ top initiatives for becoming more innovative and competitive. The main reasons for this trend are: A data…
What’s next with multicloud deployments, according to your colleagues
This article has been indexed from NetApp Blog When it comes to IT architecture planning, there’s a lot on the line. Make a few wrong moves (even if they seem right at the time), and you could pay in terms…
NetApp StorageGRID is Splunk SmartStore ready
This article has been indexed from NetApp Blog Are you one of our many customers who is transitioning from Splunk classic architecture to the new Splunk SmartStore? Or are you starting out as a new SmartStore user, ready to take…
How to speed up deep learning model training in the automotive sector
This article has been indexed from NetApp Blog Enabling lane detection at scale with NetApp, Run:AI, and Microsoft Azure Today’s automotive leaders are investing heavily in data-driven software applications to advance the most important innovations in autonomous and connected vehicles,…
Achieving Epic Honor Roll with NetApp
This article has been indexed from NetApp Blog What is the Epic Honor Roll? Established in 2017, the Epic Honor Roll Good Maintenance Grant Program is a recognition program based on the use of strategies, lessons learned, and best practices…
NetApp delivers storage as a service, powered by Equinix
This article has been indexed from NetApp Blog As organizations become more digitized, customers, employees, and partners want more control over, and access to, digital services. To stay on top of those demands, you need a hybrid multicloud strategy that…
Next generation FlexPod moves your data center into the hybrid cloud
This article has been indexed from NetApp Blog Smartphones, especially iPhones, are commonplace today—they’re everywhere. They’ve been propelled to must-have status by various attributes and capabilities, such as cloud-connected services, consumption models, applications, and automation ecosystems. Smartphones combined, aggregated, and…
“Make it harder for us”: Four words that IT teams will never say
This article has been indexed from NetApp Blog How many of your friends or family members are members of IT staff? You know, the folks who are responsible for day-to-day operations to ensure that IT services are smoothly delivered. …
Announcing NetApp Keystone Flex Subscription 2.1
This article has been indexed from NetApp Blog For almost 30 years, NetApp has focused on one thing—your data—and today works continuously to improve how it’s managed, stored, analyzed, protected, and moved. We started with traditional on-premises storage models that…
Strengthened by NetApp data management, IBM Satellite simplifies the hybrid cloud journey
This article has been indexed from NetApp Blog Hybrid cloud adoption is often depicted as a journey toward a fixed destination, with statistics marshaled to support this view: 80% of enterprises have a hybrid cloud strategy, 92% plan to utilize…
ONTAP menu: New appetizers, main courses, and desserts
This article has been indexed from NetApp Blog I bet you have a favorite restaurant that you enjoy visiting regularly. What stands out about it? You probably look forward to enjoying dishes you’ve had for many years as well as…
Appetizers, main courses, and desserts: New additions to the ONTAP menu
This article has been indexed from NetApp Blog I bet you have a favorite restaurant that you enjoy visiting regularly. What stands out about it? You probably look forward to enjoying dishes you’ve had for many years as well as…
NVIDIA Base Command Platform with NetApp: Effortless developer workflow for the AI multicloud
This article has been indexed from NetApp Blog What if you could shorten the time from AI concept to production and get results faster? Or increase the productivity of your data scientists with a simplified end-to-end workflow? Businesses today need…
Deliver differentiated customer experiences: Optimize data management with NetApp
This article has been indexed from NetApp Blog Business outcomes are the single most important result that you as a service provider must deliver for your customers. Business outcomes result when data is everything that it can be—and nothing that…
Groundbreaking Cisco UCS X-Series and FlexPod: A winning team for your hybrid cloud
This article has been indexed from NetApp Blog Today, Cisco introduces its next forward-looking advancements in compute, the Cisco UCS X-Series Modular System. Cisco hit a homerun in the data center World Series with its first-generation UCS servers. In its…
Keeping your critical SAN applications always on
This article has been indexed from NetApp Blog We all rely on emergency services and know that they must always be available without interruption. A small delay can make a huge difference in outcomes. One of the highest priorities of…
How to protect your enterprise applications against disruptions and downtime
This article has been indexed from NetApp Blog In August 2017, Hurricane Harvey slammed into Southeast Texas. Over 4 days, a deluge of more than 40 inches of rain caused more than $125 billion in damage and devastating countless businesses.…
Apache Spark plays in the NetApp data analytics playground
This article has been indexed from NetApp Blog To understand the development of data analytics, let’s use the analogy of automotive transmission development to improve control when changing car speed. We started out using manual transmission and progressed to semi-automatic…
Apache Spark plays in the NetApp data analytics playground
This article has been indexed from NetApp Blog To understand the development of data analytics, let’s use the analogy of automotive transmission development to improve control when changing car speed. We started out using manual transmission and progressed to semi-automatic…
Enterprise imaging data management—why your strategy must include the cloud
This article has been indexed from NetApp Blog Before the pandemic, hospitals were hesitant to embrace a cloud journey. Sure, some were using the cloud for research projects and used cloud-based applications like Microsoft 365, but use of the cloud…
Level up! How the updated NetApp Unified Partner Program will help partners achieve more
This article has been indexed from NetApp Blog Evolution, transformation, resilience—all are key to success in today’s business environment. That means we have a responsibility to stay ahead of the curve in terms of partner and customer needs. And…
Introducing the Cisco Intersight and NetApp ONTAP Integrated Management Solution for FlexPod
This article has been indexed from NetApp Blog For months, we’ve been eagerly anticipating the fruits of the Cisco Intersight and NetApp ONTAP collaboration. FlexPod customers and partners have played a key role in the technical preview of the Intersight-ONTAP…
How will Aston Martin Cognizant Formula One Team move to the front of the starting grid? Data, sweet data
This article has been indexed from NetApp Blog We’re slightly different from most businesses in that we’re not revenue driven per se. It’s all about performance and that performance, not just on the car, distills down to everything we do…
A new headquarters to support our future
This article has been indexed from NetApp Blog Although 2020 was certainly a year of trials and tribulations, it was also a year of transformation – providing many opportunities for growth. At NetApp, we have continued to look for ways to…
One Riot, One Ranger: How Many People in a Meeting is Too Many?
This article has been indexed from NetApp Blog Now that Zoom is everyone’s virtual version of a conference room, it’s easier than ever to overload the attendee list. After all, adding names to the invitation takes just a few clicks.…
Choosing the right data migration is the key to success
This article has been indexed from NetApp Blog Cloud-first mandates from CIOs or senior leadership are pushing IT teams to migrate to the cloud faster. But how they choose to migrate their application data to a public cloud or hybrid…
NVIDIA DGX POD racing: Qualifying laps
This article has been indexed from NetApp Blog NVIDIA GTC 2021 has just wrapped up with several joint announcements from NVIDIA and NetApp. NetApp shares with NVIDIA a vision and history of optimizing the full capabilities and business benefits of…
Using AI to identify COVID-19 lesions in lung CT scans
This article has been indexed from NetApp Blog The high numbers of hospitalizations and the level of critical care that many COVID-19 patients require can push healthcare institutions and staff to their limits. COVID pneumonia (viral infection in the lungs),…
Continuously available file shares: SQL Server databases demand it. Azure NetApp Files has it.
This article has been indexed from NetApp Blog We’ve learned a lot about the importance of resilience over the past year. When it comes to your business data, resilience, reliability, and high performance are crucial to your success. Research shows…
Choose wisely you must
This article has been indexed from NetApp Blog A wise customer once told me… Business-critical applications have an impact on your operation and customer engagements. Mission-critical applications can have an impact on your safety, health, and well-being. Choose wisely your infrastructure…
Intelligent video analytics in healthcare
This article has been indexed from NetApp Blog You would think that the question of handwashing as a simple and effective means of controlling intrahospital infections would be completely settled in 2021. After all, it has been over 170 years…
The future of financial services IT
This article has been indexed from NetApp Blog Financial services have for most the most part weathered the storm of 2019/2020 fairly well, but the past couple of years have not been without their challenges and opportunities. In banking there…
Kubesafe + NetApp: Kubernetes backup with ONTAP storage
Kubernetes has become ubiquitous as an orchestrator for container application; however, it is also well known for its steep learning curve. If you’re a storage administrator or an IT generalist, you might get tasked with backing up stateful applications in…
Implementing digital transformation collaboratively
Part one: Industry 4.0 and digital twins Industry 4.0—or the Fourth Industrial Revolution—involves harnessing technology to automate industry and manufacturing. An important concept in Industry 4.0 is the digital twin, which lets you build digital models of your assets, processes,…
Robotic process automation in healthcare
In many parts of the world, healthcare is an inefficient, top-heavy industry. In the United States, roughly 35% of the close to $4 trillion spent on healthcare goes to administration. Think about that: Around a trillion dollars is spent on…
Robotic Process Automation in Healthcare
In many parts of the world, healthcare is an inefficient, top-heavy industry. In the United States, roughly 35% of the close to $4 trillion spent on healthcare goes to administration. Think about that: Around a trillion dollars is spent on…
Introducing Active IQ Unified Manager 9.9
Wow, it’s only May of 2021 and I’m happy to announce the release of NetApp® Active IQ® Unified Manager 9.9. You may be wondering how we’ve come up with a release so soon after the 9.8 release. The answer is…
How pharma can harness the cloud to transform and accelerate therapeutic development
Read the original article: How pharma can harness the cloud to transform and accelerate therapeutic development There’s no denying it—the world has changed over the last 18 months. For pharmaceutical companies, acceleration is the new normal. Companies are challenged to…
Cloud and hosting providers: Are you leveraging public cloud to your own benefit?
Read the original article: Cloud and hosting providers: Are you leveraging public cloud to your own benefit? SHOUTING: Show me the opportunity. Show me the opportunity. Show me the opportunity. OK, you get the idea—anyway, I probably had you at…
A prescription for democratizing pharmaceutical data: Tear down those silos
Read the original article: A prescription for democratizing pharmaceutical data: Tear down those silos Silos, silos everywhere. No, I’m not talking about grain silos. Or missile silos. Or even organizational silos. I’m talking about data silos. You know, those pockets…
German Hospitals on their Way to the Future
Read the original article: German Hospitals on their Way to the Future Imagine walking into a hospital of the future: In this hospital patient data, clinical records, and medical advice are automatically gathered, edited, and made accessible to authorized healthcare professionals. Based on…
Cheers to our partners’ marketing success
Read the original article: Cheers to our partners’ marketing success During the movie awards season, awards like the Oscars recognize the best of the best in the movie industry, and we wanted to do the same for our amazing partners…
New CloudOne TL;DR video series looks inside NetApp IT’s hybrid multicloud platform for DevOps
Read the original article: New CloudOne TL;DR video series looks inside NetApp IT’s hybrid multicloud platform for DevOps The latest NetApp on NetApp Too Long; Didn’t Read (TL;DR) video series on CloudOne is now live! In this series, I discuss…
Using VMware Tanzu with ONTAP to accelerate your Kubernetes journey
Read the original article: Using VMware Tanzu with ONTAP to accelerate your Kubernetes journey Do you think that deploying infrastructure to support the development of next-generation cloud-native applications running on Kubernetes is too daunting a challenge? It’s a challenge that…
Welcome back Aston Martin! F1 cars and Oracle databases need to go fast
Read the original article: Welcome back Aston Martin! F1 cars and Oracle databases need to go fast 61 years between stints would make most folks a little rusty at whatever it is they’re trying to do. Practice makes perfect–right? Coming…
The power of three
Read the original article: The power of three There are three rules for writing a novel. Unfortunately, no one knows what they are. —W. Somerset Maugham Three is a powerful number. There are the Marketing Rules of Three. Further,…
Get the balance right. The right storage for every workload
Read the original article: Get the balance right. The right storage for every workload Now, more than ever change is impacting our lives. This past year has forced us to take an extraordinary digital leap in our everyday activities. From…
How data is transforming the UK health system
Read the original article: How data is transforming the UK health system A report for NetApp by Health Tech Partners 2020 saw many changes for the NHS, most notably its acceleration in embracing digital technologies and the use of data…
The 7 R’s: Why infrastructure is critical to your application cloud migration
Read the original article: The 7 R’s: Why infrastructure is critical to your application cloud migration There has been a lot written about application migration and strategies for success. But I’d like to focus on an element that I notice…
FinOps helps NetApp optimize cost efficiencies for cloud-led software development
Read the original article: FinOps helps NetApp optimize cost efficiencies for cloud-led software development The accelerating shift to the hybrid cloud has forever changed the management of data-centric applications, and it’s also turning the traditional IT spending model on its…
NetApp Keystone meets you where you are
Read the original article: NetApp Keystone meets you where you are With spring springing, I can’t help but hum the Beach Boys. Wouldn’t it be nice… if there was one orchestration tool for creating, provisioning, migrating and managing your storage…
NetApp at NVIDIA GTC: Reducing AI infrastructure complexity and risk
Read the original article: NetApp at NVIDIA GTC: Reducing AI infrastructure complexity and risk NVIDIA GTC is taking place April 12-16, 2021, bringing the premier artificial intelligence (AI) and deep learning conference to audiences around the globe. NetApp is a…
New normal for automation
Read the original article: New normal for automation Are you focused on operational efficiency? Over the past year, business challenges and economic uncertainty have led many organizations to look into simplifying their IT operations. A key part of that focus…
Making it look easy, NetApp and Google Cloud simplify digital transformation
Read the original article: Making it look easy, NetApp and Google Cloud simplify digital transformation They say you should embrace change. If that’s true, then we’ve been doing a lot of hugging. NetApp and Google Cloud have been working…
Focus on managing your data science workspaces, not your data volumes
Read the original article: Focus on managing your data science workspaces, not your data volumes We’ve all been there. The project works great as a proof of concept, but when it comes time to move to production, progress stalls. Challenges…
Genomics gets a new backbone – FlexPod shared infrastructure solution!
Read the original article: Genomics gets a new backbone – FlexPod shared infrastructure solution! Brief History of DNA/Genomics Although it’s been almost 70 years since Watson, Crick, Wilkins, and Franklin elucidated the model of DNA (deoxyribose nucleic acid), research in…
FlexPod VDI Rapid Deploy Bundles – The name says it all
Read the original article: FlexPod VDI Rapid Deploy Bundles – The name says it all One year ago, we were all scrambling to respond to the massive change inflicted upon us by the pandemic. Organizations were forced to enable employees…
Unified storage: The change you need
Read the original article: Unified storage: The change you need You must be the change you wish to see in the world. ― Mahatma Gandhi Today, we enjoy an incredible number of applications on our smartphones. Not too long…
Join NetApp at GTC21
Read the original article: Join NetApp at GTC21 NVIDIA GTC is happening April 12-16, 2021, bringing the premier artificial intelligence (AI) and deep learning (DL) conference to audiences around the globe. NetApp NetApp is a proud Diamond Sponsor of the…
Operationalize your AI workloads at the edge with NetApp and Lenovo for inferencing
Read the original article: Operationalize your AI workloads at the edge with NetApp and Lenovo for inferencing Organizations today are generating massive volumes of data at the network edge. To gain maximum business value from smart sensors and IoT data,…
Spot Ocean offers scalability and cost savings for NetApp IT
Read the original article: Spot Ocean offers scalability and cost savings for NetApp IT It seems like everyone talks about how cloud solutions reduce costs, increase efficiency, and make automation possible. However, when you drill into the available solutions, you…
How to manage VDI in the cloud
Read the original article: How to manage VDI in the cloud Virtual desktop infrastructure (VDI) and virtual applications have the power to transform workforces. Powerful, consistent EUC experiences – regardless of team size, location, or application complexity – enable digital…
Who cares about backup?
Read the original article: Who cares about backup? Realistically? Not many folks. Backup is almost always seen as an afterthought, as an insurance policy that you only concern yourself with when it is time to make a claim, or groan…
AI is boring – or is it?
Read the original article: AI is boring – or is it? As you can tell from the headline, AI is boring. Allow me to elaborate. I’m using this slightly inflammatory headline, but my pain is real: The inflated use…
Are you working with a specialist for your SAP landscapes?
Read the original article: Are you working with a specialist for your SAP landscapes? Woe to the specialist who is not a pretty fair generalist and woe to the generalist who is not also a bit of a specialist. —…
Raising the woof for National Puppy Day!
Read the original article: Raising the woof for National Puppy Day! It’s that time of year again – to paws to cheer those beloved canine companions we love and revere as we raise the woof for National Puppy Day! …
FlexPod thinks inside and outside the box
Read the original article: FlexPod thinks inside and outside the box Thinking outside the box is a phrase that means seeing beyond what is front of us. We look at something and see it a new light. In other words,…
NetApp EF-Series AI: Accelerate time to insight with fast streaming of data to AI applications on NVIDIA DGX systems
Read the original article: NetApp EF-Series AI: Accelerate time to insight with fast streaming of data to AI applications on NVIDIA DGX systems In the past, compute and direct-attached storage have been used to feed data to AI workflows. But…
Navigating the VDI landscape in the new normal
Read the original article: Navigating the VDI landscape in the new normal According to the World Economic Forum, globally, the number of employees working remotely on a permanent basis is expected to double in 2021. Yes, double. IT’s ability to…
Kubernetes meet BeeGFS: A tale of future-proof investment.
Read the original article: Kubernetes meet BeeGFS: A tale of future-proof investment. NetApp has brought support for BeeGFS to Kubernetes providing a scalable and high performing option for storage that costs nothing to get started with. If you are a…
How agile is your business? NetApp can help you do cartwheels.
Read the original article: How agile is your business? NetApp can help you do cartwheels. Agility is the buzzword of the day. We know we need it, so everybody wants this elusive advantage. But a bit like digital transformation, it…
Building a data fabric for movie magic to maximize performance and reduce costs
Read the original article: Building a data fabric for movie magic to maximize performance and reduce costs If you’ve watched a classic movie lately there’s no doubt you’ve noticed that certain aspects of the viewing experience are different from today’s…
The gift of intentionality and inclusivity at heart – Celebrating Women’s History Month and International Women’s Day
Read the original article: The gift of intentionality and inclusivity at heart – Celebrating Women’s History Month and International Women’s Day As women we are so much to so many – mother, daughter, sister, friend, spouse/partner, caretaker and so much…
Organizations thrive on VDI
Read the original article: Organizations thrive on VDI Cultivate effective VDI insights that enable you to hit the ground, and the new year, running. Don’t take our word for it. Watch how the University of Cambridge and Swizznet transformed their…
Ransomware: Prevention is better than cure
Read the original article: Ransomware: Prevention is better than cure The old saying “Prevention is better than cure” is as true for ransomware as it is for many other of life’s difficulties. If you install a home protection system…
NetApp AI open-source software and tools
Read the original article: NetApp AI open-source software and tools As organizations increase their use and spending ($110.7 billion by 2024) on artificial intelligence (AI) and machine learning (ML), they face challenges in data management, deployment complexity, and data availability.…
We are celebrating International Women’s Day all month long!
Read the original article: We are celebrating International Women’s Day all month long! After a difficult year, we often look for silver linings. One of those? Seeing women represented in many more aspects of our lives. From the first female…
Edge to core to cloud, part 3: On premises to the cloud, or cloud to on premises?
Read the original article: Edge to core to cloud, part 3: On premises to the cloud, or cloud to on premises? Here’s the next installment of our series about connecting on-premises infrastructure with public cloud (revisit parts 1 and 2 if…
NetApp Data Science Toolkit 1.1: Bringing the data fabric to data scientists and data engineers
Read the original article: NetApp Data Science Toolkit 1.1: Bringing the data fabric to data scientists and data engineers As the adoption of AI in the enterprise continues to expand at a rapid pace, AI training workflows are becoming more…
Do you have what it takes to go big in the cloud?
Read the original article: Do you have what it takes to go big in the cloud? Moving data to the cloud is a strategic business decision; but how you choose to get there can impact on your business success once…
Make your own luck with Active IQ
Read the original article: Make your own luck with Active IQ One of my favorite characters in the movie Deadpool 2 was Domino. In one scene, she came in for an interview and was asked about her superhero qualifications. She…
From edge to core to cloud, part 2: What’s the practical application of a fully integrated infrastructure?
Read the original article: From edge to core to cloud, part 2: What’s the practical application of a fully integrated infrastructure? As we said in part 1 of the “Edge to Core to Cloud” series, fully integrated infrastructure is a work…
Financial services innovation: Digital future guided by successful hybrid multicloud and data strategies
Read the original article: Financial services innovation: Digital future guided by successful hybrid multicloud and data strategies For financial institutions, digital transformation is no longer a priority—it’s an imperative for success. The pandemic, rising customer expectations, financial technology disruptors, cybercrimes,…
Deploy and operationalize AI quickly and easily with the NetApp ONTAP AI integrated solution
Read the original article: Deploy and operationalize AI quickly and easily with the NetApp ONTAP AI integrated solution NetApp and NVIDIA are bringing to market a new integrated solution that’s based on the field-proven NetApp® ONTAP® AI reference architecture. You…
Leading automotive manufacturers will measure progress based on data insights
Read the original article: Leading automotive manufacturers will measure progress based on data insights 2020 was a pivotal year for automotive manufacturers. As the year began, they had to balance the challenges of digitally transforming their IT and operational technology…
Struggling with SAP in the cloud? Here’s how to cope
Read the original article: Struggling with SAP in the cloud? Here’s how to cope Did you know that there’s an interesting story behind our long-standing relationship with SAP—and how we’ve transformed it to meet the needs of today’s organizations? …
Accelerate your storage—first the cloud, then to infinity and beyond
Read the original article: Accelerate your storage—first the cloud, then to infinity and beyond With a cloud-first mandate, data and cloud storage are critical to your success. If you’re finding data scale to be a stumbling block, you aren’t alone:…
Wine and tech: Making it better
Read the original article: Wine and tech: Making it better I spent ninety percent of my money on wine, women and song and just wasted the other ten percent. —Ronnie Hawkins I’m fortunate to have come into “tech” after a…
Edge to core to cloud as integrated infrastructure: part 1
Read the original article: Edge to core to cloud as integrated infrastructure: part 1 In my last post, I explored why hybrid cloud management is becoming the essential norm. But, to be honest, business leaders don’t spend much time…
Is BeeGFS well suited for AI, ML, and DL?
Read the original article: Is BeeGFS well suited for AI, ML, and DL? Author’s note: For simplicity, machine learning, deep learning, and similar techniques are all referred to as artificial intelligence in this post. While writing this article I…
The last (real) threat to data
Read the original article: The last (real) threat to data I’ll start by admitting that the title is probably making a rather bold statement around what I want to talk about, which is cyber security, also referred to as data…
NetApp goes full throttle to help Ducati take home a major MotoGP victory
Read the original article: NetApp goes full throttle to help Ducati take home a major MotoGP victory See that? No? Oh, right…at 200+ mph, blink and you might miss NetApp’s logo on the side of Ducati’s Desmosedici GPs. What can’t…
Test your skill: Are you a cloud commander?
Read the original article: Test your skill: Are you a cloud commander? Stop playing games with your current storage provider. Test your skill with our Cloud Commander game. How quickly can you unlock the best of cloud? Enjoy a free…
SG6060: Scaling up capacity with disk shelf expansion
Read the original article: SG6060: Scaling up capacity with disk shelf expansion We’ve improved the NetApp® StorageGRID® SG6060 appliances to make them larger and more reliable and flexible. Before the release of the NetApp StorageGRID 11.4 software, storage capacity…
“It was like magic.” NetApp and Google Cloud help another amazed customer
Read the original article: “It was like magic.” NetApp and Google Cloud help another amazed customer Old-school business problems are sometimes the most satisfying to solve. The Lithuanian email marketing company MailerLite had a tricky file migration challenge. The company…
Data science as a service in healthcare and life science: Control shadow AI
Read the original article: Data science as a service in healthcare and life science: Control shadow AI Anyone involved with research in healthcare and life science knows that the funding model often has unintended consequences. In academia as well as…