Tech
Storage data management tools: What they do and what’s available | Computer Weekly
Pure Storage’s recent launch of its Enterprise Data Cloud reignited debate around storage and data management.
Pure claims its EDC addresses the management of growing volumes of data in a complex regulatory environment, and the demands storage faces from artificial intelligence (AI) workloads.
The idea of a single management layer for storage is not new. Pure is not the only supplier looking to automate storage provision and management, where storage comes in “fleets”, and data management and governance take place across local, cloud and hybrid infrastructure.
But while analysts agree Pure has a technical edge for now, most suppliers offer tools that work across on-premise and cloud technologies with the aim of reducing storage management overheads through automation and AI.
Analyst GigaOm, for example, rates Pure Storage as a leader in data pipeline support, especially for demanding AI deployments, alongside Hitachi Vantara, HPE, IBM, NetApp and Dell Technologies.
“Adopting high-performance storage optimised for AI workloads is a strategic business imperative, not merely a technical upgrade,” says Whit Walters, field chief technology officer at GigaOm.
From storage to data management
AI’s demands for vast amounts of data has pushed chief information officers (CIOs) and suppliers to look beyond technical infrastructure management of storage, and to a wider concept of data management.
This includes managing conventional metrics, such as capacity, performance and availability, and routine tasks such as provisioning and backup, to issues such as data location for compliance and ransomware protection.
At a basic level, CIOs need to control all of a supplier’s products from a single control plane, from on-premise to the cloud. This includes day-to-day tasks like provisioning, data migration and upgrades, as well as robust monitoring. Ideally, data management should integrate with the supplier’s as-a-service tools, too.
But all this becomes harder as data volumes and performance requirements increase.
“There is a growing challenge with managing enterprise infrastructure at scale,” explains Simon Robinson, principal analyst at Enterprise Storage Group. “This is not a new problem. Infrastructure and operations teams spend too much time instrumenting, fine tuning, provisioning and managing capacity for their enterprise workload. Storage is still pretty onerous in that respect.”
Improvements in storage management, he says, have mostly been technical, such as thin provisioning, and at the array level. This makes it harder to scale systems, and fails to account for integration with the cloud.
“Now the control plane needs to extend across the on-premise environment and the public cloud,” says Robinson. “That is a really difficult problem to solve.”
Meanwhile, data and storage management tools rarely work across rival supplier platforms. Even though platform-neutral storage management has been tried, suppliers reverted to their own tools, with extensions into cloud environments.
The argument is that single supplier tools offer a performance advantage that outweighs the drawbacks.
“Going back 10 years, the goal was to consistently manage a heterogeneous vendor environment,” says Robinson. “That hasn’t materialised. The trade off with all of these approaches is that you are going to get the best results if you standardise around a particular vendor’s systems.”
Some supplier offerings, such as IBM Storage Virtualize, provide multi-supplier support. But most, such as Pure’s EDC, assume IT leaders will trade compatibility for performance.
Here, we list some key data management features of the main data storage suppliers.
Dell Technologies
Dell’s PowerScale technology provides a scale-out architecture, supporting management of local and cloud storage from the same interface.
Dell includes data management for AI and unstructured data, through DataIQ (for unstructured data) and CloudIQ (for cloud).
DataIQ works across Dell EMC PowerScale and Isilon hardware, as well as S3 compatible cloud storage. Though Apex, Dell also provides a platform for multi-cloud management, although it is not specific to storage.
HPE
HPE says its Alletra Storage product gives a “cloud experience” for workloads locally or in the cloud. Its Greenlake platform provides as-a-service storage across on-premise, hybrid and cloud.
Zerto offers data protection across hybrid environments. Alongside this, HPE’s Data Management Framework 7 provides data management tools across high-performance and AI storage, including tiering and automated file movement.
Huawei
Huawei’s data management engine (DME) provides provisioning, lifecycle management, alerting and anomaly detection. It also supports multi-cloud operations, and uses AI to predict system risks, through DME IQ.
DME supports Huawei’s own arrays and its FusionStorage, as well as some support for third-party hardware and hosts such as ESXi.
IBM
IBM has a wide range of storage and data management capabilities, split across a range of tools. Storage Virtualize is a long-established tool able to manage hardware in multi-supplier environments.
IBM Storage Insights Pro is subscription-based, and provides inventory, capacity and performance management for IBM and non-IBM block storage.
IBM Storage Scale provides high-performance data management, while IBM Spectrum Control delivers monitoring and analytics across multiple suppliers on-premise and in the cloud.
NetApp
NetApp has a range of storage and data management capabilities, including through its Ontap storage operating system, its StorageGrid multi-cloud technology and its Keystone as-a-service offering.
Keystone can control storage across on-premise and the cloud, and includes governance, compliance and ransomware protection, as well as deployment and management tools. BlueXP allows users to control storage and data services across local and cloud systems.
Hitachi Vantara
Hitachi Vantara’s VSP One offers a single data plane to integrate data and simplify management across on-premise and cloud. It supports block, file and object, as well as software-defined storage (SDS) and, unusually, support for mainframes.
VSP One SDS can run on third-party hardware, as well as on Amazon’s cloud. VSP 360 provides cloud orchestration as well as fleet management; Everflex provides storage-as-a-service.
Pure Storage
Enterprise Data Cloud allows customers to manage data across a “storage cloud”, regardless of the location of physical storage. This allows customers to focus on managing data, it says.
It also allows any Pure array to work as an endpoint for the fleet. EDC is made up of Pure’s hardware layer, its cloud-based Pure1 storage management and optimisation platform, and its Pure Fusion control plane for fleet management.
Tech
How to Watch the Lyrids Meteor Shower at Its Peak
In mid-April, astronomy enthusiasts will be able to enjoy one of the classic celestial spectacles. The meteor shower known as the Lyrids will illuminate the sky, especially in the northern hemisphere, and anyone will be able to see it with the naked eye, weather permitting—if they know where to look.
The Lyrids began to appear as early as April 14, but their activity peaks between the night of April 21 and the early morning of April 22, according to NASA. During those hours, the shower will show 15 to 20 meteors per hour under dark skies.
The shower gets its name because the meteors appear to emerge from the constellation Lyra. Locating the radiant is simple if you use an astronomical mapping app: Just find Vega, the fifth brightest star in the sky, surpassed only by Sirius, Canopus, Alpha Centauri A, and Arcturus. Once you locate it, look around it; the luminous traces of the Lyrids will seem to be projected from that point due to a perspective effect. Keep in mind that it takes 20 to 30 minutes for the human eye to adjust to darkness.
The moon will be in early crescent phase during the peak, so its light will interfere very little. With a dark sky, meteors should stand out easily. The shower is usually visible from 10 pm to dawn, although early morning offers the best conditions. It is best to stay away from light pollution and, if possible, to observe from high ground. An outing to the mountains works well.
Each meteor shower has a different origin. In April, Earth crosses the cloud of fragments left by comet C/1861 G1 (Thatcher) in its orbit around the sun. This comet, discovered in 1861, takes about 415 years to complete its journey. The grains of ice and rock that it released centuries ago enter the atmosphere at high speed and produce the flashes we know as the Lyrids.
After the Lyrids, the calendar still holds several spectacles for those who follow the night sky. The Eta Aquarids will arrive in May with debris from Halley’s Comet. The Perseids will appear in August, the Orionids will return in October, and the year will close with the Leonids in November and the Geminids in December. The latter is considered the most intense and reliable shower on the calendar.
This story originally appeared on WIRED en Español and has been translated from Spanish.
Tech
A Humanoid Robot Set a Half-Marathon Record in China
Over the weekend in China, a humanoid robot shattered world half-marathon record—the human record—by seven minutes.
The star performer was a robot developed by the Chinese company Honor (the smartphone maker), which finished the 13.1-mile race in 50 minutes, 26 seconds. The human record, set by Ugandan Olympic medalist Jacob Kiplimo, is 57 minutes, 20 seconds. The result marks an impressive milestone especially considering that, just a year earlier, the fastest robot at this half-marathon event took two and a half hours to complete the same distance.
But Honor’s robot was not the only participant. The event consisted of more than 100 humanoid robots from 76 institutions across China. The robots lined up alongside 12,000 human runners in Beijing’s E-Town, albeit on separate courses to avoid accidents. The contrast in performance between humans and robots was more than evident.
Run, Robot, Run
A humanoid robot is designed to mimic the structure and movement of the human body, with legs, arms, and sensors that allow it to interact with its environment. In this case, the winning robot incorporated features inspired by elite runners: long legs (almost a meter), advanced balance systems, and a liquid cooling mechanism, similar to that of smartphones, to prevent overheating during the race.
In addition, many of the participating robots operated autonomously, meaning without direct human control. Thanks to artificial intelligence algorithms, they could adjust their pace, maintain balance, and adapt to the terrain in real time. Notably, the Honor robot that achieved the 50-minute mark operated autonomously. The Chinese manufacturer presented another robot, operated by remote control, that ran the same stretch in even less time: 48 minutes, 19 seconds.
As expected, there were some accidents in the race. Some robots fell down, others veered off the path, and several needed technical assistance along the way. While the physical performance of humanoid robots has advanced rapidly, their reliability is still developing. Of course, the laughter and jeers are no longer as frequent as they used to be, replaced by applause and exclamations of surprise.
Robot Superiority
Just like the robots that went viral for their impressive martial arts display a few weeks ago, this long-distance race is part of a broader strategy by China to show off its leadership in the development of advanced robots.
You don’t need to be a robotics expert to see that this achievement demonstrates that machines can outperform humans at specific physical tasks under controlled conditions. (It’s hard to imagine that the winning robot could achieve the same result, for example, if it started to rain during the race.) But humans still have a few tricks up their sleeve: Running in a straight line is very different from performing complex real-world activities, such as manipulating delicate objects or interacting socially.
However, it’s understandable that the image of a robot crossing the finish line in record time, ahead of human athletes, raises several questions. Is this the beginning of a new era in which machines redefine physical limits?
One could argue that a car is a machine, and those have always been faster than humans. But a humanoid robot is designed to mimic humans. It’s more alarming to see one beat humanity at its own game—even if so many of them are still tripping over themselves.
This story originally appeared in WIRED en Español and has been translated from Spanish.
Tech
War Memes Are Turning Conflict Into Content
As ceasefire announcements between the US and Iran—and separately between Israel and Lebanon—dominated headlines over the past two weeks, they also prompted a look back at how war spread online: through memes.
There were jokes about conscription. Captions about getting drafted, but at least with a Bluetooth device. The song “Bazooka” went viral, with users lip-syncing to: “Rest in peace my granny, she got hit by a bazooka.” Military filters followed. So did posts about Americans wanting to be sent to Dubai “to save all the IG models.”
Across the Gulf, the tone was different but the instinct was the same. Memes joked that Iran was replying to Israel faster than the person you’re thinking about. Delivery drivers were shown “dodging missiles.” “Eid fits” became hazmat suits and tactical vests.
Dark humor is one of the oldest responses to fear, a way of reclaiming control, however briefly, over events that offer none. Variations of that idea appear across psychology and philosophy, including Freud’s relief theory, which frames humor as a release of tension.
But social media changes the scale and speed of that instinct.
A joke once shared within a small community can become a global template in minutes. Algorithms do not reward depth or accuracy; they reward engagement. The memes that travel fastest are usually stripped of context, easy to recognize and simple to remix.
Middle East scholar and media analyst Adel Iskandar traces political satire back centuries, from banned satirical papyri in ancient Egypt to cartoons during revolutions and gallows humor in modern wars. “Where there is hardship, there is satire,” he says. “Where there is loss of hope, there is hope in comedy.”
That tradition still exists online. But today it is fused with recommendation systems designed to keep attention moving.
Memes Spread Faster Than Facts
The word “meme” was coined by Richard Dawkins in his 1976 book The Selfish Gene, where he described how ideas replicate like genes. On today’s internet, replication follows platform logic.
Fitness means generality. A meme does not need to be accurate. It needs to feel familiar. It needs the right format, paired with trending audio and the right emotional shorthand.
“A meme is like a virus,” Iskandar says. “If it doesn’t travel, it’ll die.”
The most visible response online is not always the truest one. It is often just the easiest to spread. And once context disappears, one crisis can start to resemble any other.
Geography shapes humor too, and adds another level of tension. “If you live far away from the threat, you’re capable of producing content that ridicules it with an element of safety,” says Iskandar. “Whereas if you happen to be within close proximity, it is more of a fatalism.”
That divide matters. For some users, war exists mainly as mediated spectacle: clips, edits, graphics, headlines, and reaction posts. For others, it is sirens, uncertainty, disrupted flights, rising prices, and messages checking who is safe.
The same meme can function as entertainment in one country and emotional survival in another. Take the American experience of violence, which Sut Jhally, professor of communication at the University of Massachusetts Amherst, says “is very mediated.”
What much of the Western world has consumed instead is what cultural critic George Gerbner called “happy violence”: spectacular, consequence-free, and detached from the aftermath.
Jhally argues that the September 11 attacks remain the defining modern American experience of war-adjacent political violence. Much else has been cinematic: distant invasions, blockbuster destruction, video-game logic, apocalypse franchises.
The teenager from the Midwest joking about being drafted is drawing from zombie films and superhero apocalypses. “There is almost no discussion about what an actual Third World War would look like,” he says. “People do not have a perception of what that really looks like.”
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