Google Cloud gets dedicated AI management platform • The Register

2022-05-20 21:34:48 By : Ms. angel he

Google Cloud is offering users access to an AI platform that allows them to build, deploy, and manage AI projects in the cloud without needing extensive data science knowledge.

Prevision.io has been built on Google Cloud itself and is now available in the Google Cloud Marketplace as the first pay-as-you-go AI management platform, according to a blog post from Prevision.io CEO Tuncay Isik.

Isik said the platform has been created to bring the benefits of AI and machine learning to smaller organisations, for whom adopting AI can be a daunting challenge if you lack the skills and resources available to Fortune 500 businesses.

"My team of data scientists saw a real need for software that could democratize machine learning innovation by removing these common barriers," he said in a statement.

The platform also includes lifecycle management capabilities to monitor infrastructure utilization and model behavior.

According to Prevision.io, the intuitive user interface and predictive analytics in its platform allow users to get set up in minutes and have models up and running in three to four weeks, as opposed to months for existing ways to build and deploy machine learning models.

However, this assumes that you have the data for training your AI or machine learning model already stored in the Google Cloud platform as it is designed to link with data in storage buckets or a SQL data source like BigQuery. Once data is imported, users can apply their own models inside Prevision.io, or use the platform to build a bespoke model.

The Prevision.io platform automates AI project tasks such as training and prediction to reduce time-consuming manual operations, according to Isik. This automation covers the production pipeline and includes features like AutoML and a scheduler for recurring tasks.

As well as supporting the deployment of AI and ML models, Prevision.io provides the ability to monitor its own infrastructure to track resource utilization, and also monitor model behavior to help users understand data changes over time, according to the firm.

Prevision.io operates on a pay-as-you-go model with no long-term contracts, licensing, or per-user fees, according to Isik. As it is integrated with Google Cloud, expenditures on Prevision.io's platform are applied toward each customer's Google Cloud spend commitments. ®

Chinese cyberspies targeted two Russian defense institutes and possibly another research facility in Belarus, according to Check Point Research.

The new campaign, dubbed Twisted Panda, is part of a larger, state-sponsored espionage operation that has been ongoing for several months, if not nearly a year, according to the security shop.

In a technical analysis, the researchers detail the various malicious stages and payloads of the campaign that used sanctions-related phishing emails to attack Russian entities, which are part of the state-owned defense conglomerate Rostec Corporation.

The US Federal Trade Commission on Thursday said it intends to take action against educational technology companies that unlawfully collect data from children using online educational services.

In a policy statement, the agency said, "Children should not have to needlessly hand over their data and forfeit their privacy in order to do their schoolwork or participate in remote learning, especially given the wide and increasing adoption of ed tech tools."

The agency says it will scrutinize educational service providers to ensure that they are meeting their legal obligations under COPPA, the Children's Online Privacy Protection Act.

The saga surrounding Arm's joint venture in China just took another intriguing turn: a mysterious firm named Lotcap Group claims it has signed a letter of intent to buy a 51 percent stake in Arm China from existing investors in the country.

In a Chinese-language press release posted Wednesday, Lotcap said it has formed a subsidiary, Lotcap Fund, to buy a majority stake in the joint venture. However, reporting by one newspaper suggested that the investment firm still needs the approval of one significant investor to gain 51 percent control of Arm China.

The development comes a couple of weeks after Arm China said that its former CEO, Allen Wu, was refusing once again to step down from his position, despite the company's board voting in late April to replace Wu with two co-chief executives. SoftBank Group, which owns 49 percent of the Chinese venture, has been trying to unentangle Arm China from Wu as the Japanese tech investment giant plans for an initial public offering of the British parent company.

SmartNICs have the potential to accelerate enterprise workloads, but don't expect to see them bring hyperscale-class efficiency to most datacenters anytime soon, ZK Research's Zeus Kerravala told The Register.

SmartNICs are widely deployed in cloud and hyperscale datacenters as a means to offload input/output (I/O) intensive network, security, and storage operations from the CPU, freeing it up to run revenue generating tenant workloads. Some more advanced chips even offload the hypervisor to further separate the infrastructure management layer from the rest of the server.

Despite relative success in the cloud and a flurry of innovation from the still-limited vendor SmartNIC ecosystem, including Mellanox (Nvidia), Intel, Marvell, and Xilinx (AMD), Kerravala argues that the use cases for enterprise datacenters are unlikely to resemble those of the major hyperscalers, at least in the near term.

The US is racing to catch up with China in supercomputing performance amid fears that the country may widen its lead in exascale computers over the next decade, according to reports.

The Frontier supercomputer at Oak Ridge National Laboratory is expected to be the first exascale system in the US once it is fully operational, but China already has two exascale systems up and running since last year, as reported on our sister site The Next Platform.

This lead may widen as the US has three exascale systems in the pipeline, while China aims to have up to 10 operational systems by 2025, says a report in the Financial times.

Laptop vendor Framework Computer has launched new faster models. Unlike in the case of any other laptop maker, if you already have one, this is good news.

Modern laptops tend to be promoted on the basis of thinness and lightness, and the Framework range is no different. The machines have 13.5-inch (8.89cm) screens, are just under 16mm thick (0.6 inch), and weigh 1.3kg (2lb 14oz).

The new models have faster 12th-generation Intel Core CPUs.

Two and a half years after its first disastrous launch, Boeing has once again fired its CST-100 Starliner capsule at the International Space Station.

This time it appeared to go well, launching at 18:54 ET from Space Launch Complex 41 at Cape Canaveral. The RD-180 main engine and twin solid rocket boosters of the Atlas V performed as planned before Starliner was pushed to near orbital velocity by the Centaur upper stage.

After separation from the Centaur, Starliner fired its own thrusters for orbital insertion and is on course for the ISS. Docking is scheduled for approximately 19:10 ET today (23:10 UTC).

US president Joe Biden kicked off his first Asian tour since taking office in South Korea, where he visited a Samsung semiconductor fab said to be the model for the company's planned plant in Taylor, Texas.

While speaking at the Samsung Electronics Pyeongtaek Campus, Biden said the region will be a key part of the next several decades – a reason "to invest in one another to deepen our business ties.". 

Much of the talk on Biden's five-day trip to South Korea and Japan will center around broader deepening of economic and business ties. In Pyeongtaek, however, the emphasis was on semiconductor cooperation. While touring the plant with recently elected South Korean president Yoon Suk Yeol, Biden noted "these little chips are the key to propelling us into the next era of humanity's technological development."

At Meta's first Conversations keynote yesterday, the company announced the WhatsApp Cloud API, aimed at improving the customer service experience for businesses of all sizes.

Meta already has the WhatsApp Business API, the first revenue-generating enterprise product for the otherwise free messaging app, where companies pay WhatsApp on a per-message basis and can use the platform to direct customer communications to other lines like SMS, email, other apps, and more.

It's basically another online presence where enterprises can set up shop to make it easier for customers to get in touch. But the WhatsApp Business API is on-premises and would normally need a solutions provider like Twilio to facilitate back-end integration.

Microsoft has released an out-of-band patch to deal with an authentication issue that was introduced in the May 10 Windows update.

Elizabeth Tyler, cyber security consultant on Microsoft's Detection and Response Team, confirmed the fix to worried administrators early this morning.

UK customers of datacenter and colo service provider Sungard Availability Services are to be transferred to Daisy Corporate Services, part of the Daisy Group, months after Sungard went into administration.

According to some reports, Daisy Group has signed a deal to acquire the UK arm of Sungard, in a move that would see the company pick up Sungard's former customers, including major banks and other financial institutions.

However, a statement given to The Register by the administrators, Teneo Financial Advisory, merely states that some Sungard customers will be transferred to Daisy Corporate Services, and it is not clear how many are included this arrangement.

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