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C9050-041 - Programming with IBM Enterprise PL/I - BrainDump Information

Vendor Name : IBM
Exam Code : C9050-041
Exam Name : Programming with IBM Enterprise PL/I
Questions and Answers : 146 Q & A
Updated On : October 22, 2018
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C9050-041 exam Dumps Source : Programming with IBM Enterprise PL/I

Test Code : C9050-041
Test Name : Programming with IBM Enterprise PL/I
Vendor Name : IBM
Q&A : 146 Real Questions

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IBM Programming with IBM Enterprise

IBM Unveils World's First Multicloud administration know-how | killexams.com Real Questions and Pass4sure dumps

these days : Monday 15 October 2018

Click Here for more IBM Charts.

Open strategy for managing apps throughout diverse cloud environments

ARMONK, new york, Oct. 15, 2018 /PRNewswire/ -- IBM (NYSE: IBM) these days launched a new open technology designed to make it less demanding to manipulate, circulate and integrate apps throughout diverse cloud computing infrastructures. IBM's Multicloud manager gives an operations console for organizations as they more and more comprise public and personal cloud capabilities with latest on-premises business methods.

in line with a brand new document from IBM's Institute for business value, just about all companies surveyed said they are the use of some kind of cloud computing today, with 85 % the use of multiple cloud ambiance. although, whereas the push to cloud is gigantic, research from Ovum indicates that eighty % of mission-important workloads and sensitive facts are still running on on-premises business programs, held back by using issues of performance and regulatory requirements.

To tackle this, IBM is introducing a brand new expertise that helps allow groups to readily create harmonized, 'multicloud' programs, with improved visibility of enterprise processes, governance and safety. The solution is optimized on the IBM Cloud, however extends the skill of businesses to manage and integrate workloads on clouds from diverse providers akin to Amazon, purple Hat and Microsoft.

"With its open source method to managing facts and apps throughout distinct clouds, the IBM Multicloud supervisor will place businesses to scale their many cloud investments and unleash the full enterprise value of the cloud," talked about Arvind Krishna, Senior vice chairman, IBM Hybrid Cloud. "In doing so, they'll move beyond the productivity economics of renting computing power, to utterly leveraging the cloud to invent new enterprise techniques and enter new markets."

a new era of cloud know-how IBM's new Multicloud supervisor runs on the business's IBM Cloud deepest platform which is in accordance with Kubernetes container orchestration know-how – an open-supply method for 'wrapping' apps in containers thereby making them less difficult and more cost-effective to manage across diverse cloud environments – from on-premises programs to the general public cloud. remaining week IBM announced that hundreds of global businesses have became to IBM Cloud deepest to help radically change their businesses.

Now, with Multicloud supervisor, IBM is extending those capabilities to interconnect distinct clouds, even from distinctive suppliers, developing unified methods designed for expanded consistency, automation and predictability. at the heart of the new answer is a first of a sort dashboard interface for simply managing hundreds of Kubernetes applications and spanning massive volumes of information inspite of where within the corporation they can be found.

big benefits for enterprise the new answer is anticipated to be a video game changer for modernizing organizations around the globe. for example, if a motor vehicle apartment company makes use of one cloud for its AI functions, one other for its bookings system and runs its fiscal tactics on on-premises computer systems at workplaces everywhere, IBM Multicloud supervisor can span the business's assorted computing infrastructures enabling valued clientele to book a car at elevated speeds the use of the company's cell app.

The imaginative aspects and advantages of IBM's new Multicloud supervisor consist of:

  • elevated visibility throughout clouds – operations and development teams get visibility of Kubernetes functions and add-ons throughout distinct clouds and clusters by the use of a single control pane;
  • more suitable governance and protection– the use of the built-in compliance and rules engine, businesses can be certain that their Kubernetes applications help their business compliance policies and security requirements;
  • consistent software management – designed in order that users can simplify IT and app operations administration while expanding flexibility. they can also orchestrate and manage their Kubernetes environments with the click on of a button.
  • IBM Multicloud manager may be accessible in October 2018.

    Analyst quotes "The old thought that every thing would circulation to the public cloud by no means came about," said Stephen Elliot, application vice president, IDC. "as a substitute, the cloud market has advanced to fulfill the needs of shoppers who wish to hold on-premises methods while tapping a large number of cloud platforms and carriers. The challenge for this strategy is integration. Many IT groups were speaking about multicloud, but so far the person experience has been fragmented. IT and business executives are searching for multicloud capabilities that cut back the risks, and deliver greater automation all the way through their cloud journeys."

    "Cloud computing is at a huge inflection aspect in its evolution," talked about Roy Illsley, individual Analyst, Ovum. "while 20 percent of company tactics have already moved to the cloud, 80 percent of mission-crucial workloads and delicate statistics are still operating on on-premises company systems because of efficiency and regulatory requirements. youngsters, in 2019 the percentage of these workloads working in the cloud will boost to over forty % and we anticipate that in the coming years enterprise clients will move to multicloud techniques that cater for a huge variety of enterprise and IT needs." 

    "working in a multicloud ambiance is a truth for most enterprise functions these days, although too regularly it occurs in silos. as a substitute of ignoring or making an attempt to stifle organizational forays onto diverse clouds, IT needs to get improved at facilitating, orchestrating and optimizing commercial enterprise multicloud footing," based on a brand new IBM Institute of company price report. "corporations that collect harmonized multicloud platforms now can place themselves for superior competitive expertise and lower prices."IBM Institute of company cost record: Assembling Your Cloud Orchestra

    About IBM CloudWith $18.5B in annual cloud earnings, IBM is the world chief in enterprise cloud with a platform designed to satisfy the evolving wants of business and society. moving previous productiveness and price improvements, the IBM Cloud is tuned for the AI and statistics calls for that are using proper differentiation in trendy business. IBM's deepest, public and hybrid choices provide the world scale corporations need to assist innovation across industries.

    Media contacts:Jonathan BattyIBM Media relations (Europe)jjbatty@ibm.com

    Michael ZimmermanIBM Media family members (US)mrzimmerman@us.ibm.com 

    image - https://mma.prnewswire.com/media/769364/IBM_CloudDataCenter.jpgPhoto - https://mma.prnewswire.com/media/769365/IBM_Multicloud_Manager_Dashboard.jpgLogo - https://mma.prnewswire.com/media/95470/ibm_logo.jpg


    Google Drops Bid, IBM Protests DoD Cloud Contract | killexams.com Real Questions and Pass4sure dumps

    Panchenko Vladimir/Shutterstock

    The jockeying over a enormous U.S. military cloud contract reached a fever pitch this week as one in demand contender dropped out while an additional filed a legal protest geared toward warding off a sole-supply contract award for cloud services value billions of dollars.

    faced with an internal rebel over the possible use of its cloud and AI technologies in battle, Google withdrew this week from competing for the protection department’s big Joint enterprise protection Infrastructure contract. The winner-take-all JEDI software can be worth as a whole lot a $10 billion over 10 years.

    one after the other, IBM launched a preemptive strike days before the time limit for submitting bids via becoming a member of Oracle in protesting Pentagon plans to award a sole-source cloud contract. “JEDI’s simple flaw lies in mandating a single cloud atmosphere for as much as 10 years,” IBM asserted in a blog submit explaining its protest.

    “definite requirements in the [DoD request for proposals] both replicate one supplier’s internal techniques or unnecessarily mandate that certain capabilities be in region by means of the bid submission closing date versus when the work would actually start,” IBM claimed. Amazon web capabilities (NASDAQ: AMZN), which offers cloud features to U.S. intelligence companies, is commonly regarded the front-runner for the JEDI contract.

    The IBM (NYSE: IBM) protest filed this week with the U.S. executive Accountability workplace is part of an ongoing criminal effort by way of cloud providers to radically change JEDI into a multi-seller contract award. Oracle (NYSE: ORCL) efficaciously challenged a $950 million DoD cloud contract awarded final year to AWS associate REAN Cloud.

    while Google additionally lacked the federal certifications necessary to deal with labeled DoD statistics, frequent opposition to militia work amongst Google engineers induced the company to drop out of the JEDI competitors.

    Google (NASDAQ: GOOGL), which had also been lobbying the Pentagon for a multi-seller strategy, validated prior this week it could no longer compete for the DoD cloud contract. The decision follows a company choice not to resume a contract for a defense force AI effort known as assignment Maven designed  to speed up DoD’s integration of large statistics and computing device researching into its intelligence operations.

    enterprise involvement within the AI task sparked sharp protests within the search big, prompting Google to problem a group of AI ideas precluding use of its AI expertise in weapons.

    “We aren't bidding on the JEDI contract as a result of first, we couldn’t be guaranteed that it might align with our AI ideas," a Google spokesman stated in a press release first pronounced by way of Bloomberg. "And 2nd, we decided that there have been parts of the contract that were out of scope with our present executive certifications.”

    together with AWS, IBM and Oracle, Microsoft (NASDAQ: MSFT) is among the cloud carriers competing for the JEDI contract. Microsoft introduced earlier this week that new cloud areas capable of dealing with delicate and secret U.S. facts can be available early subsequent year. That certification is required for handling labeled information.

    closing bids for the JEDI contract are due Oct. 12. regardless of the preemptive protests and the possibility of greater after a contract is finally awarded, DoD officials informed Congress in might also they plan to keep on with a single-supply award to expedite the cloud rollout. among the reasons had been warding off dissimilar contract awards that would require individual project orders.

    “That tempo could keep away from DoD from hastily offering new capabilities and superior effectiveness to the warfighter that commercial enterprise-stage cloud computing can enable,” John Gibson II, the Pentagon’s chief administration officer, instructed lawmakers.

    connected

    about the writer: George Leopold

    George Leopold has written about science and technology for more than 30 years, specializing in electronics and aerospace expertise. He up to now served as govt editor of digital Engineering instances. Leopold is the creator of "Calculated chance: The Supersonic life and times of Gus Grissom" (Purdue school Press, 2016).


    Apple Highlights Relationship With IBM In enterprise website Makeover | killexams.com Real Questions and Pass4sure dumps

    Apple launched a redesigned edition of its Mac in business website this week as its love affair with IBM endured to develop. because the identify implies, the website showcases Apple’s enterprise acumen and the new design specializes in Apple’s strengths in company.

    The standard site highlights the kinds of issues you would predict in an Apple advertising piece like the symbiotic relationship between Apple application and hardware and the way Macs, iPhone and iPads play nicely collectively.

    additionally, Apple calls attention to its accessibility equipment, the Swift programming language, which it lately open sourced and OSX safety facets, among different points that could appeal to company buyers.

    Mac in Business website

    Mac in enterprise web page. Courtesy of Apple.

    but it additionally emphasized its relationship with IBM, specifically IBM’s event making a large transition to Macs this year. based on each the site and Fletcher Previn, who's vice chairman for workplace as a carrier in the IBM CIO workplace, switching to Macs resulted in a standard discount rates of $270 per machine over a comparable notebook. Previn mentioned the exact greenback discounts ranged from $240 to $273.

    “We presently have 50,000 MacBooks deployed and plan to set up a total of one hundred fifty,000 to 200,000 devices throughout the corporation. because the rollout began in June, 2015 [we have] been including 1900 Macs per week inside IBM,” he spoke of.

    The mark downs are in the main due to lower helps prices from fewer calls to IBM’s inner help desk. best 5 p.c of Mac clients have called for assist due to the fact that the program began, compared to 40 p.c for computing device users, Previn instructed TechCrunch.

    On regular, 40 % of recent-hires are requesting Apple machines when they arrive on board, however he experiences they have got considered generational transformations when it comes to the usage of Apple items. “someone who has labored at IBM for 25 years is an awful lot much less likely to ask for a Mac than a brand new college appoint, as an instance,” Previn referred to.

    in reality, IBM has created a enterprise known as ‘Mac at Work’ assisting other agencies make the transition to Apple products. “IBM is now in a position to present valued clientele the same application [we implemented internally] to with ease and securely integrate Macs with their commercial enterprise systems and functions,” Previn defined.

    The IBM love persevered with a link at the backside of the main web page to a separate landing web page focusing on the IBM-Apple mobile app partnership. This section highlights the distinctive industries and jobs coated by the apps that both companies have created together.

    App from IBM-Apple mobile partnership on iPad, iPhone and Apple Watch.

    An app from the IBM-Apple cellular partnership. picture courtesy of Apple.

    The partnership, which has been ongoing for approximately 18 months just reached the one hundred app milestone this week. each and every enterprise brings its exciting strengths to the partnership with Apple bringing its keen design experience and IBM its deep enterprise realizing. Working together both businesses have produced a sequence of business apps that take abilities of cellular programming principles and create utterly new techniques of working.

    The purpose of the web page is to display all of this off with some fairly photographs of happy Mac clients at work.

    Apple did not reply to a request for touch upon this story.




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    Machine Learning and Reactive Programming: Looking Ahead to Reactive Summit | killexams.com real questions and Pass4sure dumps

    We sat down with Steven Astorino, IBM VP of Development, Hybrid Cloud, z Analytics, and Canada Lab Director, to chat about his work in machine learning and his upcoming talk at Reactive Summit in Montreal.

    So, first of all, could you talk about your background? What initially drew you to machine learning and data science?

    Sure. One aspect of my job really revolves around data science and machine learning. I manage IBM products like Data Science Experience, Watson Studio, SPSS Decision Optimization, Watson Explorer—that's all on the ML/data science part of the house AI. And then I also have DB2 on the Mainframe, for example, some of the most mature products in the world.

    My background is in computer science. I was a programmer early in my career. Analytics has always been kind of close to me, in terms of having a real understanding of things and being able to drive insights out of information and data, whether it's on a personal level or whether it's enterprises and so forth. I've worked in different industries as well.

    But most recently in this role, actually going back a few years now, we were looking at the next generation of what we should be building. And IBM had a large involvement with BARC and BARC Technology Center, contributing to open source and being able to do analytics and machine learning. Through there, we really started looking at what tooling could be made available. So I'm not sure if you're aware, but everything that we do now at IBM is really about design thinking and design first methodology — understanding who the personas are, what their job is, interviewing those individuals, and really trying to create a fit for purpose experience for them to be able to do their job much easier.

    At that time, we were going back to what persona we should be looking at. "Data scientist" was one of the key personas we felt needed to be focus on. That's where products like Data Science Experience emerged into providing an IDE-type environment for data scientists. It's evolved into much more than that, as we added the IBM Research technology to it, and automated things on the machine learning aspect of operationalizing and productizing models. We can push into production, monitor, retrain, and so forth.

    That's how this came about. Obviously, there's a real need for this. There are a lot of companies out there, including ourselves, that focus directly on the algorithms. So we do that as well. We have a core set of algorithms that are very key to machine learning and data science, but also around the the tooling and the automation, providing an end-to-end life cycle, being able to inject that into data, clean the data, build your models, and then prioritize and do that iterative process.

    What would you say are the biggest challenges around operationalizing machine learning for the "real world?"

    I think operationalizing machine learning can be a fairly simple task. What complicates thing is, if you look at large enterprise companies, leveraging the tools to automate some of the business processes they have set in place. To integrate this type of technology into those business processes is one of the biggest challenges.

    Having the data scienctists empowered to build models, then, is another. Whether it's the machine learning engineer or the IT organization, they can take these models, work with the line of business, and then push them into production. It's more of a culture shift than anything else. In fact, the tools we provide include the concept of collaboration specifically to enable and automate them so that it's easier to get into production.

    Another challenge for enterprises is being able to really, truly explain. Let's say you're a large bank or insurance company. You've integrated the business processes now, and all of a sudden, you find yourself in a situation where you're getting audited. How do you explain what decision a model took, and why? Coming to a high level of detailed understanding of why a model made that recommendation, and being able to explain in an audit situation — that's another really big one. There are some tools out there, and we're actively working on some ourselves, but it's one that hasn't been resolved yet. Especially at the enterprise level, in a financial situation, it's going to take some time to accept some of these latest technologies.

    So we're talking about making things more transparent.

    Yeah, and it's not necessarily just transparency, but having things documented in a simple way. These algorithms are super complex, right? How do we explain to a human how a decision was derived, based on maybe gigabytes of data, historical data with different labels, and different variations in the algorithm? That's really where it gets a bit tricky and complicated.

    That sort of ties into a really interesting conversation happening right now around bias in AI. How do we address the issue of bias in a reactive environment?

    As humans, we tend to make more mistakes based on our own biases, and also our own environment around us. Whereas a model with machine learning will not take some of those variables into account that would give you a true mathematical answer on whether to approve or reject an insurance claim, as an example.

    From that standpoint, there are pros and cons. On one hand, you could say, "Look, the algorithm and the tool will do a better job than a human would." But, on the other hand, unless an algorithm is trained to detect things a human being would be able to detect, we have more sense than the machine would. So I think this is going to be an ongoing exercise for us to do better, both ourselves and the technology, to make sure that some of things will come to fruition.

    Your keynote at Reactive Summit—who should attend that, and why?

    The audience should be anyone who has already had engagement with AI, machine learning, and data sciences, and also the traditional IT individuals who are now AI DevOps or machine learning engineers. Anyone in the IT industry really, who is an IT architect, or who is in charge of managing systems and bringing these machine learning models into the production environment, I think would benefit from this.

    If I look at a high level, machine learning continues to improve by automating the tasks that humans would do. We're leveraging machine learning to get those automated and to make better predictions on the different industries. It will help us eventually create better services, either for us, for our clients, or for healthcare. There's a lot in all kinds of industries that we're focusing on, but to me, it's about how we're making better recommendations to solve bigger problems.

    Cool. Is there anything else I didn't mention that you wanted to cover?

    During the keynote, I will also touch base on the differences between machine learning, deep learning, data science, and so forth. There's a lot of confusion in the market still, and I think it's important that we all get clarity in the industry. Then I'll go into some of the deep learning aspects, and the end-to-end lifecycle of machine learning with a reactive trademark as well.

    Okay, thank you. I really appreciate your time.

    All right. Thank you.


    Q&A: Inside IBM’s data virtualization, data everywhere strategy | killexams.com real questions and Pass4sure dumps

    Data virtualization has been one of IBM Corp.’s primary concerns since Red Hat Inc.’s OpenShift open-source container application platform gained steam across the industry. Essentially, the combination of OpenShift and IBM’s Cloud Private enterprise-grade private cloud platform resulted in Big Blue’s big move to the hybrid cloud.

    In doing so, IBM was able to include data virtualization through the Cloud Private for Data platform, consequently producing a strong relationship between data science and artificial intelligence, according to Daniel Hernandez (pictured), vice president of IBM Analytics.

    Hernandez spoke with Dave Vellante (@dvellante), host of theCUBE, SiliconANGLE Media’s mobile livestreaming studio, during IBM Change the Game — Winning With AI event in NYC. They discussed how IBM is offering a single-integrated platform through its Cloud Private for Data platform, as well as how that switch to the hybrid cloud has impacted client data and IBM in general. (* Disclosure below.)

    [Editor’s note: The following answers have been condensed for clarity.]

    Give us the update on momentum in your business.

    Hernandez: So when we last talked we were just introducing something called IBM Cloud Private for Data. The basic idea is anybody that wants to do data science, data engineering, or building apps with data anywhere, we’re going to give them a single integrated platform to get that done. It’s going to be the most efficient, best way to do those jobs.

    We had [Hortonworks CEO] Rob Beerden on our program, and he talked a lot about the IBM, Red Hat and Hortonworks relationship. Certainly, they talked about it on their earnings call and there seems to be a clear momentum in the marketplace. But give us your perspective on that announcement. What exactly is it all about?

    Hernandez: You go back to June last year; we entered into a relationship with Hortonworks where the basic premise was customers care about data and any data-driven initiative was going to require data science. The other element of that was we’re going to bring our data science and machine learning tools and runtimes to where the data is, including Hadoop. That’s been a resounding success. The next step up is how do we proliferate that single integrated stack everywhere, including private cloud or preferred clouds like OpenShift.

    So there were two elements of the announcement. We did the hybrid cloud architecture initiative, which is taking the Hadoop data stack and bringing it to containers and Kubernetes. And the other was we’re going to bring that whole stack onto OpenShift. So, on IBM’s side, with IBM Cloud Private for Data, we are driving certification of that entire stack on OpenShift so any customer that’s betting on OpenShift as their cloud infrastructure can benefit from that and the single integrated data stack.

    Everybody’s talking about containers, Kubernetes and multicloud. Those are the hot trends. I presume you’ve seen the same thing?

    Hernandez: 100 percent. If data is imperative for you, you better run your data analytic stack wherever you need to, and that means multicloud by definition. So you’ve got a choice. You can say, I can port that workload to every distinct programming model and data stack or you can have a data stack everywhere, including multiclouds and Open Shift in this case.

    The cloud, whether it’s on-prem or in the public cloud, expands now to the edge; you’ve also got this concept of data virtualization. What’s it all about?

    Hernandez: Data virtualization has been going on for a long time. Its basic intent is to help you access data through whatever tools, no matter where the data is.

    Traditional approaches to data virtualization are pretty limiting. So they work relatively well when you’ve got small data sets. But when you’ve got highly fragmented data, which is the case in virtually every enterprise that exists, a lot of the undermined technology for data virtualization breaks down.  

    We’ve been incubating technology under this project codenamed Queryplex. It was pretty clear that this is a game-changing method for data virtualization that allows you to drive the benefits of accessing your data wherever it is, pushing down queries where the data is and getting benefits of that through a highly fragmented data landscape. And so what we’ve done is take that extremely innovated next-generation data virtualization technology, include it in our data platform, called IBM Cloud Private for Data, and made it a critical feature inside of that.

    So what’s the secret sauce of Queryplex and data virtualization? How does it all work? What’s the tech behind it?

    Hernandez: Technically, instead of data coming and getting funneled through one node. If you ever think of your data as kind of a graph of computational data nodes, what Queryplex does is take advantage of that computational mesh to do queries and analytics. It distributes out that workload. A low computing aggregate, it’s probably going to be higher than whatever you can put into that single node.

    And how do customers access these services? How long does it take? They get this capability as part of what?

    Hernandez: It would look like a standard query interface to them. So this is all magic behind the scenes — IBM’s Cloud Private for Data. It’s going to be a feature, so this project Queryplex is introduced as next-generation data virtualization technology, which just becomes a part of IBM Cloud Private for Data.

    Can we talk about the business impact of Queryplex and data virtualization?

    Hernandez: Better economics. You don’t have to do ETL in this particular case. So data at rest [is] getting consumed because of this online technology. Two, performance. Because of the way this works, you’re actually going to get faster response times. [And] three, you’re going to be able to query more data simply because this technology allows you to access all your data in a fragmented way without having to consolidate it.

    Now [that] the conversation has moved to AI, your thoughts about where that innovation is coming from and what the potential is for clients?

    Hernandez: You need data; you need algorithms; you need to compute. And bringing those together are exactly the combination that you need to implement on any AI system. You already have data and computational grids here. You’ve got algorithms bringing them together and solving some problem that matters to a customer; [it] is the natural next step.

    OK, let’s talk about Stack Overflow. Why Stack Overflow; you’re targeting developers? 

    Hernandez: So instead of having a distinct community for AI that’s focused on AI machine developers, why not bring the artificial intelligence community to where the developers already are, which is Stack Overflow. So, if you go to AI.stackexchange.com, it’s going to be the place for you to go to get all your answers to any question around artificial intelligence and, of course, IBM is going to be there in the community helping out.

    Watch the complete video interview below, and be sure to check out more of SiliconANGLE’s and theCUBE’s coverage of IBM Change the Game — Winning With AI event. (* Disclosure: TheCUBE is a paid media partner for the IBM Change the Game — Winning With AI event. Neither IBM, the event sponsor, nor other sponsors have editorial control over content on theCUBE or SiliconANGLE.)

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    IBM and NVIDIA Collaborate to Expand Open Source Machine Learning Tools for Data Scientists | killexams.com real questions and Pass4sure dumps

    RAPIDS, new GPU-accelerated libraries to be made available in PowerAI on IBM POWER9, IBM Cloud, and IBM Watson Studio

    ARMONK, N.Y., Oct. 10, 2018 /PRNewswire/ -- IBM (NYSE: IBM) today announced that it plans to incorporate the new RAPIDS™ open source software into its enterprise-grade data science platform for on-premises, hybrid, and multicloud environments. With IBM's vast portfolio of deep learning and machine learning solutions, it is best positioned to bring this open-source technology to data scientists regardless of their preferred deployment model.

    IBM Corporation logo. (PRNewsFoto/IBM Corporation) (PRNewsFoto/) (PRNewsfoto/IBM)

    More

    "IBM has a long collaboration with NVIDIA that has shown demonstrable performance increases leveraging IBM technology, like the IBM POWER9 processor, in combination with NVIDIA GPUs," said Bob Picciano, Senior Vice President of IBM Cognitive Systems. "We look to continue to aggressively push the performance boundaries of AI for our clients as we bring RAPIDS into the IBM portfolio."

    RAPIDS will help bring GPU acceleration capabilities to IBM offerings that take advantage of open source machine learning software including Apache Arrow, Pandas and scikit-learn. Immediate, wide ecosystem support for RAPIDS comes from key open-source contributors including Anaconda, BlazingDB, Graphistry, NERSC, PyData, INRIA, and Ursa Labs.

    IBM is planning to bring RAPIDS to key areas across on-premises, public, hybrid, and multicloud environments, includingi:

  • PowerAI on IBM POWER9, to leverage RAPIDS to expand the options available to data scientists with new open source machine learning and analytics libraries. Accelerated workloads have been proven to get a direct benefit from the special engineering that NVIDIA and IBM have done around POWER9, including integration of NVIDIA NVLink® and NVIDIA Tesla® Tensor Core GPUs. PowerAI is IBM's software layer that optimizes how today's data science and AI workloads run on heterogeneous computing systems, and our goal is for this improved performance trajectory for GPU accelerated workloads on POWER9 to continue with RAPIDS.
  • IBM Watson Studio and Watson Machine Learning, to take advantage of the power of NVIDIA GPUs so that data scientists and AI developers can build, deploy, and run faster models than CPU-only deployments for their AI applications in a multicloud environment with IBM Cloud Private for Data and IBM Cloud.
  • IBM Cloud, to users who choose machines equipped with GPUs will be able to apply the accelerated machine learning and analytics libraries in RAPIDS for their cloud applications and tap the benefits of machine learning.
  • "IBM and NVIDIA's close collaboration over the years has helped leading enterprises and organizations around the world tackle some of the world's largest problems," said Ian Buck, vice president and general manager of Accelerated Computing at NVIDIA. "Now, with IBM taking advantage of RAPIDS open-source libraries announced today by NVIDIA, GPU accelerated machine learning is coming to data scientists, helping them analyze big data for insights faster than ever possible before."

    Machine learning is a form of AI that enables a system to learn from data rather than through explicit programming. Enterprises across multiple industries like retail, finance, and telecommunications, are either actively using machine learning or exploring machine learning for the potential value it offers to companies trying to leverage big data to help them better understand the subtle changes in behavior, preferences, or customer satisfaction.

    Earlier this year, IBM set a record in a tera-scale machine learning benchmark, beating the previous record holder by 46x. Using an IBM Research-developed machine learning algorithm called IBM Snap Machine Learning (Snap ML) running on IBM Power Systems AC922 servers with NVIDIA Tesla V100 Tensor Core GPUs, IBM researchers trained a logistic regression classifier in 91.5 seconds using an online advertising dataset released by Criteo Labs with over 4 billion training examples.

    Media Contact

    Sam PonedalExternal Relations, IBM Power Systems, IBMsponeda@us.ibm.com; (916) 217-0145

    Kristin BrysonNVIDIA PR Directorkbryson@nvidia.com; (203) 241-9190

    i Statements regarding IBM's future direction and intent are subject to change or withdrawal without notice and represent goals and objectives only.

    Certain statements in this press release including, but not limited to, statements as to:  the benefits and impact of IBM incorporating RAPIDS into its data science platform; and enterprises across multiple industries actively using or exploring machine learning are forward-looking statements that are subject to risks and uncertainties that could cause results to be materially different than expectations. Important factors that could cause actual results to differ materially include: globaleconomic conditions; our reliance on third parties to manufacture, assemble, package and test our products; the impact of technological development and competition; development of new products and technologies or enhancements to our existing product and technologies; marketacceptance of our products or our partners' products; design, manufacturing or software defects; changes in consumer preferences or demands; changes in industry standards and interfaces; unexpected loss of performance of our products or technologies when integrated into systems;as well as other factors detailed from time to time in the reports NVIDIA files with the Securities and Exchange Commission, or SEC, including its Form 10-Q for the fiscal period ended July 29, 2018. Copies of reports filed with the SEC are posted on the company's website and are availablefrom NVIDIA without charge. These forward-looking statements are not guarantees of future performance and speak only as of the date hereof, and, except as required by law, NVIDIA disclaims any obligation to update these forward-looking statements to reflect future events or circumstances.

    Story Continues



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