AI storage
Learn about artificial intelligence storage, the way it is impacted by machine learning and the effect AI services will have on NAS, big data, data privacy and scalable storage. Because AI applications require large volumes of data to train, test and validate their algorithms, these applications can provide stiff challenges for data center administrators.
Top Stories
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News
15 Nov 2021
DDN launches high-performance AI storage with AI400X2
DataDirect Networks' AI400X2 comes with double the performance and nearly twice the capacity of its previous model, and new features for AI storage such as automatic tiering. Continue Reading
By- Adam Armstrong, TechTarget
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News
30 Jun 2021
Nvidia finalizes GPUDirect Storage 1.0 to accelerate AI, HPC
Nvidia GPUDirect Storage's driver hit 1.0 status to enable direct memory access between GPU and storage and boost the performance of data-intensive AI, HPC and analytics workloads. Continue Reading
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News
11 May 2021
Dell EMC PowerScale adds all-NVMe, Nvidia GPUDirect options
A Dell EMC PowerScale update adds a high-end all-NVMe F900 model with Nvidia GPUDirect support for AI and analytics workloads plus a OneFS 9.2 upgrade to improve performance. Continue Reading
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Tip
23 Apr 2021
Guidelines to implement storage for AI workloads
Organizations with AI-enabled projects need an effective way to store, retrieve and share massive amounts of complex data. These tips will help meet AI data storage challenges. Continue Reading
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News
31 Mar 2021
OSDU Data Platform opens door to new apps in energy sector
A new OSDU standard aims to bring information from oil, gas, wind, solar and other sources into a single data platform to help energy companies address future demand. Continue Reading
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News
30 Mar 2021
Fungible computational storage eyes composable use cases
Fungible's computational storage anchors a new offering for composable infrastructure. The Fungible Data Center license allows IT teams to consume resources on demand. Continue Reading
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News
01 Feb 2021
Experts predict hot trends in cloud architecture, infrastructure
Top CTOs and analysts predict hyperscale architecture, hybrid cloud, IT as a service, containers and AI infrastructure will be hot trends for IT organizations in 2021. Continue Reading
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News
10 Dec 2020
Seagate, Western Digital outline progress on RISC-V designs
Seagate and Western Digital provide updates on their RISC-V-enabled processor designs that can drive advances in data storage and security at the network's edge. Continue Reading
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Feature
23 Nov 2020
Big data vs. artificial intelligence: How they compare
Artificial intelligence can help synthesize and analyze the large volumes of information provided by big data initiatives. The two are different, but they work well together. Continue Reading
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News
18 Nov 2020
COVID-19 research generates big data, invaluable info
When supporting COVID-19 research that could uncover treatment for the pandemic, IT and storage pros want to make sure they're 'not the bottleneck' in the process. Continue Reading
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Feature
20 May 2020
How AI is changing the storage consumption landscape
Deep learning, machine learning and neural networks are drastically changing how storage is consumed. Find out why this is happening and what products are helping meet this need. Continue Reading
By- Marc Staimer, Dragon Slayer Consulting
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Feature
14 Apr 2020
6 key AI data storage questions answered
Want to know what to watch for when planning storage for AI workloads? Find out the key considerations and challenges for dealing with the complexities of AI. Continue Reading
By- Stacey Peterson, Senior Managing Editor
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News
13 Apr 2020
Object storage vendors turn to analytics, AI, machine learning
The view of object stores as nothing more than cheap and deep storage is changing, as the technology finds its way into AI, machine learning and analytics use cases. Continue Reading
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News
31 Mar 2020
Containers, clouds, NVMe drive 2020 data storage innovation
Containers on bare-metal flash and souped-up processing highlight innovations in storage, aiming for seamless data movement between local and cloud arrays. Continue Reading
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News
31 Jan 2020
Data storage architecture poised for disruption in 2020
Experts predict edge computing, 5G and containers will fuel computational storage, new storage systems dedicated to container-based applications, and flash-based object stores. Continue Reading
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News
23 Jan 2020
Q&A: SwiftStack object storage zones in on AI, ML, analytics
Q&A: SwiftStack's founder and president Joe Arnold says disk-based object storage can deliver the concurrency and throughput that AI, machine learning and analytics workloads need. Continue Reading
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News
14 Jan 2020
Backup focus in 2020: Data at the edge and in containers
Storage and backup industry analysts say as data grows at the edge and inside containers, those areas will require more attention from backup products in 2020. Continue Reading
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News
09 Jan 2020
Major storage vendors map out 2020 plans
Enhanced data management across clouds is a common theme for storage vendors heading into 2020. Vendors also plan to boost AI and predictive analytics to storage hardware. Continue Reading
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News
30 Dec 2019
Cloudian CEO: AI, IoT drive demand for edge storage
Describing AI as an 'infinite data consumer,' Cloudian CEO Michael Tso said there's growing demand for edge storage because there's too much data being created to efficiently move. Continue Reading
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News
27 Dec 2019
SwiftStack layoffs reflect change in focus to AI, analytics
Object storage vendor SwiftStack hands out layoff notices for the holidays -- cuts sales, marketing, partner team members, while shifting focus to analytics, AI, machine learning. Continue Reading
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Feature
23 Dec 2019
Slowdown, cloud, as-a-service products top 2019 storage news
Find out what storage industry news resonated with readers this year, including signs of a slowdown, cloud and consumption-based products, new storage arrays and technologies. Continue Reading
By- Stacey Peterson, Senior Managing Editor
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Feature
13 Nov 2019
Leading storage for AI tools address workload capacity, performance
Today's AI storage platforms provide organizations stand-alone and prepackaged products designed to address the data storage and capacity needs of their AI workloads. Continue Reading
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Tip
12 Nov 2019
8 factors that make AI storage more efficient
AI workloads need storage optimized for performance, capacity and availability. Discover everything you'll want to consider when planning storage for AI applications. Continue Reading
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News
07 Nov 2019
New API lets Azure Stack connect to Scality object storage
New Azure Blob API will enable Microsoft Azure Stack Hub and Edge hybrid and private cloud customers to use scale-out Scality Ring object storage on premises. Continue Reading
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Opinion
06 Nov 2019
Why application intelligence is the linchpin of modern data centers
AI-based application intelligence tools help IT cope with growing scale and complexity by automatically detecting workloads, analyzing requirements and making recommendations. Continue Reading
By- Scott Sinclair, Practice Director
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News
01 Nov 2019
SwiftStack 7 storage upgrade targets AI, machine learning use cases
SwiftStack's latest upgrade extends its ProxyFS file system to the edge and cloud namespace to file data namespace to cater to artificial intelligence, machine learning workloads. Continue Reading
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Feature
31 Oct 2019
AI storage platforms meet machine learning, data analysis needs
Learn which storage for AI products organizations should consider buying, based on how machine learning and AI tasks will be performed and how data is collected in their environments. Continue Reading
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News
24 Oct 2019
New NVMe IBM storage for Spectrum Scale cuts install time
IBM introduces new NVMe-based flash storage system bundled with Spectrum Scale, enables Spectrum Discover to access backup date, and updates pay-as-you-grow pricing. Continue Reading
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Feature
18 Sep 2019
6 criteria for selecting the right AI data storage
Buying the wrong storage AI platform could have serious implications. Learn the six considerations that can affect your organization's product choice and strategy. Continue Reading
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Feature
13 Sep 2019
The secret to reliable storage provisioning for DevOps
Cloud storage and intelligent storage can help provide DevOps teams with the reliable, fast and flexible storage they require at every phase of the application delivery process. Continue Reading
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Feature
09 Sep 2019
Storage strategies for machine learning and AI workloads
Learn how organizations are using machine learning and AI to create actionable insights and what challenges they face as they develop their storage strategies. Continue Reading
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Feature
28 Aug 2019
How to optimize storage for AI, machine learning and deep learning
AI and deep learning apps use large data sets and fast I/O. But storage can cause performance issues. See what features your AI and deep learning storage systems should have. Continue Reading
By- Kurt Marko, MarkoInsights
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Feature
08 Aug 2019
Machine learning for data analytics can solve big data storage issues
Discover how AI and machine learning -- with support from major vendors and technologies like Lambda architecture, FPGAs and containers -- address big data analytics challenges. Continue Reading
By - E-Zine 08 Aug 2019
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Tip
22 Jul 2019
How HPE InfoSight AI proactively spots, solves infrastructure issues
Find out how the cloud service uses AI, machine learning and predictive analytics to collect and analyze data from millions of sensors to address problems before they happen. Continue Reading
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20 Jun 2019
NVMe for AI: A powerful pairing
NVMe storage capabilities provide the bandwidth and low latency that demanding AI and machine learning applications need to access and manage the massive amounts of data they use Continue Reading
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Feature
14 May 2019
5 predictive storage analytics features you'll want to watch for
Predictive storage analytics tools are becoming standard equipment in the enterprise. Get to know the features you'll need, how they work and the benefits they provide. Continue Reading
By- Kurt Marko, MarkoInsights
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Opinion
15 Apr 2019
AI for storage management gets real
AI for storage is popping up everywhere, though much of what we're seeing is the automation of routine tasks. Discover what vendors are doing to use AI more creatively. Continue Reading
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Guide
15 Apr 2019
Predictive storage analytics, AI deliver smarter storage
Predictive analytics, AI and machine learning are coming together to create more intelligent data storage. Find out how your organization could benefit. Continue Reading
By- Stacey Peterson, Senior Managing Editor
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News
20 Mar 2019
SwiftStack adds a disk object-based AI reference architecture
SwiftStack's reference architecture for AI and machine learning bundles Nvidia servers for compute and disk-based Cisco or Dell EMC servers to scale object storage. Continue Reading
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Feature
19 Mar 2019
NVMe for AI: A powerful pairing
NVMe storage capabilities provide the bandwidth and low latency that demanding AI and machine learning applications need to access and manage the massive amounts of data they use. Continue Reading
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News
14 Mar 2019
Alluxio adds support for more than 1 billion files
An update to Alluxio's data management software boosts scalability to more than 1 billion files, adds a POSIX API and enables a job service for replication and data transfer. Continue Reading
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News
14 Feb 2019
HPE InfoSight to add support for partners' storage products
HPE GM of storage Milan Shetti outlines plans to add support for partners' storage products in its InfoSight predictive analytics platform and talks up its AI operations-centric strategy. Continue Reading
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News
11 Feb 2019
IBM Storage Solutions draw up blueprint for blockchain storage
IBM offers up blueprints for blockchain storage, with NVMe arrays and software for scale-out. Continue Reading
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Feature
10 Feb 2019
Virtual Instruments VirtualWisdom 5.6
With the latest version of VirtualWisdom, Virtual Instruments adds greater automation to both the discovery and resolution of storage system and network management issues. Continue Reading
By- Rodney Brown, TechTarget
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Feature
10 Feb 2019
Pure Storage AIRI
AIRI is a preconfigured hardware stack for data-intensive analytics. It combines Pure Storage's all-flash FlashBlade and Nvidia Tesla-based DGX supercomputers. Continue Reading
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News
31 Jan 2019
2019 IT focus: Storage architecture for big data analytics
Top storage technologists and analysts predict IT organizations will focus on revamping their storage architectures to make better use of data for analytics, AI and IoT in 2019. Continue Reading
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Tip
27 Dec 2018
See how file system structure can drag down NVMe performance
Find out what matters when it comes to file system design and how to prevent file systems from becoming bottlenecks to achieving optimal performance in NVMe-based storage systems. Continue Reading
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News
26 Dec 2018
Hitachi Pentaho integration aims to subdue unstructured data
Hitachi Pentaho data integration presents Hitachi Content Platform as an object-based data lake to send cleansed data to multiple cloud targets. Continue Reading
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Feature
20 Dec 2018
Data storage industry trends revealed in top 2018 news stories
AI, NVMe over fabrics and the cloud were must-read data storage stories in 2018, as were Tintri's struggles and Dell EMC's product moves. See the news that mattered as the year closes. Continue Reading
By- Stacey Peterson, Senior Managing Editor
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News
12 Dec 2018
New IBM AI reference architecture uses Nvidia supercomputers
IBM introduces new AI reference architecture that channel partners will build with Nvidia supercomputers, the IBM Spectrum Scale parallel file system and IBM flash storage. Continue Reading
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Blog Post
28 Nov 2018
Dell EMC AI reference architecture builds on Isilon all-flash
For its AI product strategy, Dell EMC is pursuing the same approach it takes with other storage products. Namely, that it’s better to have multiples of similar storage gear than to leave a gap in ... Continue Reading
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Opinion
05 Nov 2018
Predictive storage analytics can watch your storage for you
Don't ask if your next storage array or software will have predictive analytics. Ask what those analytics can do for your specific systems and applications. Continue Reading
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Blog Post
19 Oct 2018
NetApp Insight 2018: A primer on storage for AI, flash-enabled cloud
LAS VEGAS-NetApp expects about 5,000 customers and partners to gather here Monday as it lays out a roadmap for flash-enabled AI and cloud applications. NetApp Insight 2018 marks the fifth year the ... Continue Reading
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News
15 Oct 2018
Hitachi storage technologies underpin AI and cloud plans
Hitachi Vantara is making several pivots from the storage vendor previously known as Hitachi Data Systems. But has it gone too far from its core storage technology? Continue Reading
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News
27 Sep 2018
Hitachi analytics sharpens heterogeneous storage management
Upgraded Hitachi Vantara analytics for storage improves visual mapping of application storage and integrates dynamic-cooling IoT technologies from Vigilent. Continue Reading
By - 03 Aug 2018
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E-Zine
03 Aug 2018
NVMe flash storage is shaking things up
The development of the nonvolatile memory express protocol is a huge step forward in allowing enterprises to maximize the benefits inherent to flash storage. NVMe puts storage closer to the CPU, reduces latency and increases the amount of parallel sessions available to storage devices. NVMe over Fabrics, meanwhile, is designed to retain the benefits of centralized storage by allowing the client host to talk directly to NVMe flash storage across a high-speed network. This is all good. But adopting NVMe flash storage does raise a number of questions. For example, what is the best approach to take when integrating NVMe flash storage in a particular IT infrastructure? And, perhaps, most imperative to the majority of enterprises, how well will the NVMe flash storage protocol and the devices that support it work with existing data center technologies?
From the get-go, the intrinsic possibilities and benefits of the all-flash data center seemed enormous and attractive. The idea that production databases would respond instantly to requests for unstructured data is extremely appealing to enterprises. Falling flash prices; the advent of unprecedented storage densities, with 16 TB flash drives commonplace and 50 TB-plus drives in the offing; and technologies such as compression and deduplication that work well in a flash environment make all-flash seem more reasonable than ever. The flash-only data center raises two significant issues that must be addressed, however. It makes equipping disaster recovery sites far more expensive and raises the question of why would you want to pay a premium price to maintain cold and stale data on expensive flash storage when a (still) much cheaper hard-disk option would suffice.
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Opinion
03 Aug 2018
Catch the next wave of digital IT transformation: Learning tech
IT learning technologies, such as machine learning and AI workloads, are gaining traction and could be the next wave of IT investment that drives competitive advantages. Continue Reading
By- Scott Sinclair, Practice Director
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News
29 Jun 2018
Lustre-based DDN ExaScaler arrays receive NVMe flash
High-performance computing specialist DataDirect Networks spruced up its ExaScaler SFA-based flagship with nonvolatile memory express flash, and it bought Lustre from Intel. Continue Reading
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News
25 Jun 2018
Vexata fires up NVMe flash storage to tackle analytics
Vexata claims about two dozen customers are using its all-flash NVMe VX storage arrays. Vendor says the product upgrade targets growing need for fast storage in cognitive computing. Continue Reading
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Blog Post
01 Jun 2018
Crossbar ReRAM hits 1x nanometer process milestone
Crossbar recently chalked up another milestone in its quest to get on-chip non-volatile resistive RAM (ReRAM) technology to market. The Santa Clara, California-based startup licensed its core ReRAM ... Continue Reading
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Tip
17 Apr 2018
Ultrathin memory storage device could spell breakthroughs
According to its creators, atomristor technology promises a vast improvement on modern flash storage devices, but mainstream use may still be far off. Continue Reading
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Opinion
12 Feb 2018
What's the future of data storage technology and the IT pro?
Several enterprise data storage trends are all about getting rid of storage as an IT silo. That will have consequences for both the industry and IT pros who work in it. Continue Reading
By- Mike Matchett, Small World Big Data
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Tip
05 Feb 2018
Artificial intelligence data storage planning best practices
AI storage planning is similar to the storage planning you're used to: Consider capacity, IOPS and reliability requirements for source data and the application's database. Continue Reading
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Opinion
10 Jan 2018
Future of data storage technology: Transformational trends for 2018
Risk-averse enterprises finally accepted the cloud in 2017, and we didn't even notice. Expect the same for these data storage technology trends in the new year. Continue Reading
By- Mike Matchett, Small World Big Data
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News
18 Dec 2017
Storage market trends of 2017: Flash, HCI and cloud gain steam
Disruption in the enterprise storage market appears unlikely to subside anytime soon. AI analytics, cloud, HCI, mergers and NVMe flash highlight key themes heading into 2018. Continue Reading
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Opinion
04 May 2017
Data center storage architecture gets smarter with AI
Trends, such as event-triggered computing, as exemplified by Lambda Architectures, converge on data center storage to hasten data center intelligence evolution. Continue Reading
By- Mike Matchett, Small World Big Data