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C2030-136 | Foundations of IBM Big Data & Analytics Architecture V1

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Vendor IBM
Exam Number C2030-136
Exam Name Foundations of IBM Big Data & Analytics Architecture V1
Questions 58 Q & A
Recent Update November 9, 2018
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C2030-136 exam Dumps Source : Foundations of IBM Big Data & Analytics Architecture V1

Test Code : C2030-136
Test Name : Foundations of IBM Big Data & Analytics Architecture V1
Vendor Name : IBM
Q&A : 58 Real Questions

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IBM Foundations of IBM Big

Cloudy climate ahead for IBM and purple Hat? | killexams.com Real Questions and Pass4sure dumps

the realm is buzzing in regards to the application industry’s greatest acquisition ever. This “video game changing” IBM acquisition of purple Hat for $34 billion eclipses Microsoft’s $26.2 billion of LinkedIn, which set the old list. And it’s the third largest tech acquisition in heritage at the back of Dell purchasing EMC for $64 billion in 2015 and Avago’s buyout of Broadcom for $37 billion the identical 12 months.

Wall street actually gets anxious when it sees these lofty fee tags. IBM’s inventory was down four.2 percent following the announcement, and there are likely extra considerations over a broader IBM selloff round how an awful lot IBM is buying purple Hat.

This sets the stage for huge expectations on IBM to leverage this asset as a vital turning factor in its history. on the grounds that IBM’s Watson AI poster newborn has did not create sustainable growth, might this be their top of the line probability to correct the ship once and for all? Or is this mega merger a complicated conflict of cultures and products that allows you to make it challenging to recognise the full skills?

big Blue’s been in large predicament

When the chips are down, it’s time to head all in. big Blue certainly shocked the know-how world when it introduced it might do its largest deal ever and buy pink Hat for a big 11x premium. The truth is that crimson Hat become now not always looking to be bought, so overpaying turned into the simplest practicable alternative. And if IBM didn’t pay, Google, Amazon, VMWare or even Alibaba would have.

determined instances call for determined measures. IBM has been struggling to display increase in new markets for reasonably a while. earlier than 2018, it had 22 straight quarters of income decline. And it has lost over $28 billion in income over the past six years. Its profits on the conclusion if 2017 became $79.14 billion, the lowest in 20 years and the more severe annual quantity seeing that 1997, when IBM revenues had been $78.51 billion, excluding inflation.

In early 2018, IBM was able to produce three consecutive quarters of income growth, but that was exceptionally because of the introduction of a brand new line of IBM Z mainframe computers.

IBM has been a company in decline for decades. It’s hard to maintain a company with shrinking income.

Too historical to develop?

IBM is greater than 100 years ancient and definitely suffers from comparisons to more youthful and nimbler organizations comparable to Amazon, Google, facebook, and Apple which have posted listing increase in contemporary instances. Amazon’s fresh profits have surpassed $2 billion, for instance.

if you contrast IBM to Microsoft, one other historic world utility business, it’s startling to see the change in how Microsoft has been capable of reposition itself as boom enterprise in response to the cloud.

In 1990, when Microsoft liberate windows 3.0, IBM had revenues of $sixty nine billion (best $10 billion shy of what it has these days), whereas Microsoft had around $800 million. Microsoft surpassed IBM in income in 2015 and crossed the $one hundred billion annual earnings mark in 2018.

over the last a couple of years, as IBM’s profits shrank, Microsoft invested in its “commercial cloud” company that encompasses Azure, office 365, and Dynamics 365, bringing in over $23 billion in new revenues. Microsoft has these days been firing on all cylinders whereas IBM experienced boom stalls.

sluggish to get to the cloud

IBM’s success in the hardware company, peculiarly it’s Z-collection mainframes, compelled it to offer protection to its turf and distracted it from seeing the long run affect of cloud. AWS all started providing public cloud functions again in 2006. As late as 2011, IBM turned into barely citing the word “cloud” in its annual reports or profits calls. The enterprise finally realized in 2013 that cloud computing turned into the longer term and made a hail-Mary purchase of SoftLayer to bridge the gap, paying $2 billion and then investing an additional $1 billion to integrate the platform.

It’s complicated to establish tremendous market share in case you’re late to the party. Softlayer’s international market share is still a distant fifth at the back of AWS, Microsoft, Google, and even more energizing newcomer Alibaba, which handed IBM’s cloud revenues in June of 2018.

IBM made several different cloud-related acquisitions, including Gravitant (a cloud brokerage and management application), Bluebox (a private cloud as a service platform in keeping with OpenStack), Sanovi (a hybrid cloud healing and migration application), Lighthouse and CrossIdeas (both cloud security platforms), and CSL foreign (a cloud virtualization platform).

regardless of these acquisitions in the cloud market, IBM has did not actually monetize those items and gain market share in the cloud.

The company has failed to capitalize on innovations earlier than: Watson AI was on the appropriate of its game when it debuted on Jeopardy in 2011 to beat human contestants but rapidly fell at the back of Amazon, Google, and Microsoft.

Will crimson Hat be the savior?

red Hat is the world’s biggest provider of open-supply commercial enterprise software solutions. crimson Hat’s bread and butter Linux enterprise continues to carry boom principally as it powers many contemporary AI and analytics workloads. Its model has developed from in simple terms on-premise to a suit subscription business used on public cloud structures comparable to Amazon web services (AWS), Microsoft Azure, and Google Cloud Platform (GCP).

pink Hat has additionally extended into open middleware options similar to OpenStack, a cloud infrastructure platform, and OpenShift, a platform for managing application containers. OpenShift has long been a neatly-saved secret as Cloud Native Computing basis (CNCF) has grabbed lots of the headlines with its Kubernetes container orchestration platform. IBM has an opportunity to leverage its advertising and marketing and world reach to motivate mainframe and legacy purchasers to adopt OpenShift. These structures had been highly leveraged in deepest and hybrid cloud deployments, primarily in industries like telecommunications.

There isn't any doubt that purple Hat offers IBM a tons extra credible cloud story. but the query in reality is, is it too late?

The acquisition is definitely first rate news for enterprises seeking to shift classic container-based mostly purposes and digital machines to the cloud. although, Amazon has already captured a big a part of that market.

whereas the acquisition of red Hat gives IBM a powerful place in the hybrid-cloud market, which could be ordinary for enterprises that aren't taking the time to decommission or re-architect legacy purposes, the quickly-starting to be public cloud market can be the battleground of the longer term.

Will the combination get messy?

IBM has had a spotty record when it comes to integrating and capitalizing on gigantic acquisitions.

while the majority of IBM’s M&A has been within the enviornment of utility, revenue within the phase has been disappointing. most likely what's concerning is that adjusting for acquisitions, IBM’s utility enterprise continues to decline — usually due to the undeniable fact that these giant acquisitions have develop into part of the IBM material and company as regular.

Can IBM combine whatever thing as massive as pink Hat devoid of interfering with its core cost proposition? Many concern that large Blue will try and “blue wash” their platform of option.

And there’s the question of even if these two distinctive company cultures can come together – IBM, a gradual growth company now not making lots development within the cloud space, and red Hat, an creative, open supply enterprise it's building foundational components for operating in the cloud.

We’ve seen way of life clashes derail many different high profile mergers equivalent to HP/Compaq, HP/Autonomy, Microsoft/Nokia, AOL/Time Warner, dash/Nextel and Alcatel/Lucent. IBM will should embody the open source community and method.

The joint business will face crucial platform decisions on the cloud entrance. IBM has a public cloud that competes with AWS and Microsoft. but developers use crimson Hat’s Linux on many public clouds. whereas that multi-cloud strategy will help IBM usher in income across the public clouds, it will create conflict with its own Softlayer cloud providing. IBM has struggled to control this class of channel and product battle correctly in the past.

after which there's the future of IBM’s own AIX working system vs. Linux — not to point out the SCO-IBM Unix lawsuit nonetheless lingering in the courts.

also to observe are the lesser familiar red Hat storage items like purple Hat Ceph (an object file storage) and purple Hat Gluster (a NAS product). As purple Hat integrates into IBM’s hybrid cloud neighborhood, these storage products can be separated from IBM, which may create confusion and conflict.

So while IBM definitely faces a lot of possibility with the acquisition, there is not any assure this massive bet will repay. IBM vital a bold flow. however within the brief time period, we're not likely to look any unexpected circulation of IBM’s place in the public cloud space. All eyes might be on its means to catapult into the hybrid cloud market. For that, the company will should be certain it doesn’t get in its own method.

Frank Palermo is the executive vice president at Virtusa’s global Digital company, the place he's liable for know-how practices in UX, mobility, social, cloud, analytics, big data, and IoT.


IBM Raises The Bar For Storage, once again | killexams.com Real Questions and Pass4sure dumps

The massive information within the know-how world this past week became IBM employer’s buy of red Hat in one of the biggest software company acquisitions in background. while it's a foundation-shaking movement for both IBM and purple Hat, it'll no longer affect the every day lives of most working IT specialists.

IT gurus center of attention on delivering normally official and first-class provider to their consumers.  while the purple Hat integration will take ages to yield up-to-date product and technologies roadmaps for the new combined business, IBM’s fresh plethora of storage bulletins is tons greater important when brooding about your IT company’s wants.

i really like protecting IBM's storage announcements. The storage community, whereas sitting inside an unquestionable behemoth of a know-how enterprise, strikes with the pace and agility of a plenty smaller company. it is an organization that has palpable energy inside it.

This agility and tempo has allowed the IBM storage group to convey a cadence of amazing new know-how and product bulletins. What I find charming about this team is its steadfast alignment against a compelling vision of how business facts should be managed.

IBM’s storage story focuses on how information is generated, managed, and consumed inside an business. it's that figuring out that generates a collection of technologies that can be leveraged to bring a cohesive solution to any IT firm.

Would you have guessed that IBM now has the broadest portfolio of NVMe and NVMe-over-textile enabled products in the trade? It stunned me. I wasn’t shocked to learn that IBM is the world chief in tape archive solutions, considering that I begun in this business by way of changing 9-track tapes for gas cash. IBM and tape are completely cemented in my intellect. at the identical time, a portfolio that reaches from arguably the quickest storage arrays in creation to the lowliest tape drive is quite a span.

All about utility

IBM has at all times been about delivering cohesive utility-first options to IT, which it carefully couples with smartly-engineered hardware. This has been true since IBM delivered its first mainframe seventy years in the past, carrying on with nowadays with its extensive latitude of choices in compute and storage that span on-premises and cloud architectures.

because it companies circulate from tape to cloud for facts coverage and archival storage, and as information comes alive with the upward push of AI-driven analytics and edge-pushed compute, managing that facts turns into a logistical problem. realizing the place facts is, what it’s used for, and what the firm’s requirements are in keeping that information is what drives long-term expertise choices.

Managing the flow of a firm’s information, while delivering insights on the qualities of that records, is what IBM’s Spectrum Storage suite is all about. There are IBM Spectrum Storage products that manage data in virtualized environments, provision storage into hybrid-cloud deployments, manipulate the complexities of information-protection and backup, and that supply utility-defined storage solutions for file, block, and objects.

IBM's fresh announcements blanketed a flurry of recent aspects throughout the Spectrum Storage line, including a brand new answer for SAP HANA installations that leverages IBM storage, IBM Spectrum give protection to, and IBM Spectrum copy. It’s a large list, but two application-related announcements dominated my attention.

IBM Storage Insights

IBM Storage Insights is a cloud-primarily based management tool that leverages IBM AI know-how to discover storage networking performance concerns and proactively generate aid situations to help IT earlier than considerations develop into complications. This classification of ability is rolling out from providers throughout the IT industry and is fast fitting table stakes for selling storage options into the commercial enterprise.

i'm joyful to look IBM release this product. Given IBM's heritage in synthetic intelligence, combined with its half-century-lengthy institutional legacy in assisting datacenter know-how, it might turn into some thing particular.

Mapping unstructured facts

Analytics-driven workloads and aspect computing both power new necessities for unstructured statistics. Object storage is among the quickest becoming storage technologies in commercial enterprise IT, with solutions from most correct-tier storage organizations, including IBM. The challenge of unstructured statistics lies in the skill to be mindful what the information is, the place it got here from, and what an IT group should still do with it.

IBM Spectrum find is a new providing from IBM that goals to tame unstructured information and provide insights into precisely what that data is. Spectrum discover, which arose from technology generated inner of IBM analysis, scans and creates metadata, growing catalogs for an unstructured facts set. this is designed to supply a roadmap to an organization's facts. IBM Spectrum find will aid data inside IBM Cloud Object Storage and IBM Spectrum Scale programs and, most particularly, is expected to assist Dell EMC Isilon sometime in 2019.

realizing unstructured data is a problem for organizations, one which turns into extra complicated each day. It’s also not a straightforward difficulty to installation usual utility tools to resolve. It’s remarkable to peer IBM deliver know-how into this house. it should set the bar for others to comply with.

efficiency and density

As excited as I get about utility, it is just pretty much as good as the underlying hardware. IT consumers these days should still believe spoiled by means of the nice and breadth of solutions obtainable to them. the upward thrust of solid-state storage, NVMe interconnects, and integrated server-category processing makes it an excellent time to purchase storage solutions.

IBM is increasing its portfolio of hardware choices and, on the equal time, turning into the expertise issuer with the broadest offering of NVMe and NVMe-over-material storage products. IBM specializes in efficiency with NVMe, and on storage density with its enjoyable flash packaging know-how.

The most efficient illustration of IBM’s focus on density is the DS8880F, which basically doubles its flash capability to a whopping 737TB (in comparison to its old 368TB). at the identical time, the IBM FlashSystem 900 and 9100 products are doubling in potential with new 18TB modules so that it will aid up to 44TB constructive means. This new means is up from 22TB offered by using the outdated technology module.

The up to date third-generation Storwize V7000 positive aspects built-in NVMe and a variety of enlargement alternatives, whereas delivering what IBM describes as a 2.7x increase in highest throughput for some workloads—all while being clustered with different V7000 arrays to serve a cluster-vast 32PB of capacity.

IBM announced additional hardware features and tweaks across its storage line. take a look at its web page if you wish to go deep on the particulars.

Concluding thoughts

in the combat for bragging rights, vendors submit "hero numbers" that reveal that they have the realm's quickest array. This yr that declare became credibly made by using Dell EMC, Pure Storage, and IBM. The actuality is that almost all platforms that are developed on up to date-technology—leveraging NVMe interconnects each interior and out of doors of the field, and carrying reliable media—will all fulfill most annoying storage needs.

past hardware bragging rights, IT groups deserve to focal point on the broader question of how those storage options are built-in into their average IT structure. software is the glue that ties together storage hardware with cloud, hybrid-cloud, and different storage and compute fashions to service the changing calls for of information in the commercial enterprise.

IBM focuses on delivering a holistic solution to datacenters. Given the breadth and depth of its storage portfolio, its supporting software suites, and its penetration into cloud, IBM is one to watch as enterprises’ bits and bytes are turned into actionable records.

Disclosure: My enterprise, Moor Insights & strategy, like any analysis and analyst establishments, provides or has offered analysis, evaluation, advising, and/or consulting to many high-tech corporations within the business, including Dell EMC, crimson Hat, and IBM, which could be stated listed here. I don't grasp any equity positions with any organizations cited during this column.


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Foundations of IBM Big Data

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Big Data To Predict Behavioural Patterns Of Foster Kids | killexams.com real questions and Pass4sure dumps

(EMAILWIRE.COM, November 05, 2018 ) Social assistance providers are increasingly using a data-driven approach such as big data and predictive analytics to gather deep insights of foster kids and kids from low-income group sections. Predictive analytics involves the use of data, statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical data. Big data analytics involves extracting hidden patterns and useful information from a large set of data. These techniques help in reporting, detecting, or correcting a non-compliance while monitoring target population.

THE BUSINESS RESEARCH COMPANY EXPECTS THE SOCIAL ASSISTANCE MARKET TO GROW TO $1.5+ TRILLION BY 2021.

Asia Pacific was the largest region in the social assistance market in 2017, accounting for two-fifth of the market share. This was mainly due to the large size of the region’s population and economy, and the presence of a large number of community service establishments and child day care centers catering to a large customer base in countries such as China, India, Japan, Thailand, Vietnam, Myanmar, and other Asian countries.

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According to The Business Research Company’s Consultant, Nitin Gianchandani, food banks are becoming popular and are adopting technologies and exploring alternatives to distribute food to people in temporary shelters, community centers and other low-income group locations. Food banks are non-profit organizations that collect, store, and distribute food to those in need. Many food banks now have mobile food pantries or food trucks to deliver refrigerated and dry foods directly to people in schools and low-income and senior housing facilities. For instance, the digital ordering system at a mobile food pantry in Philadelphia allows recipients to choose items using a mouse or touchscreen. Also, Ontario Association of Food Banks in partnership with IBM developed a new food bank allocation system to make food distribution faster, more efficient, and more equitable. In 2016, the number of people using food banks in the U.K. increased by 7%, thus indicating the increasing popularity of food banks to serve low-income group population.

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Bill & Melinda Gates Foundation was the largest organization in the social assistance market in 2017, which received a total contribution of $6.2 billion for the financial year 2015. The Gates Foundation is a private foundation founded by Bill and Melinda Gates in 2000. In developing countries, it focuses on improving people’s health and eradicate hunger and extreme poverty. In USA, it seeks to ensure that people with very few resources have access to the opportunities they need to succeed in school and life.

The social assistance industry includes establishments that provide a wide range of social assistance services to their clients. It includes child day care services, community food housing and relief services, and individual and family services. These services do not include residential or accommodation services, except on a short-day basis.Social Assistance Global Market Report 2018 is a detailed report giving a unique insight into this market. The report is priced at $6000 for an individual user. To use across your office, the price is $9000 and $12000 if you wish to use across a multinational company.

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Visit TheBusinessResearchCompany.com, mail info@tbrc.info or call +447443439350 or +918897263534 or +919160996838 for more information on this and many other titles.The Business Research Company is a market research and intelligence company, which excels in company, market and consumer research.It has research professionals at its offices in the UK, India and the US as well a network of trained researchers globally. It has specialist consultants in a wide range of industries including manufacturing, healthcare,chemicals and technology.

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ASU research harnesses big data for asset pricing | killexams.com real questions and Pass4sure dumps

October 30, 2018

What is a risky investment’s expected return?

That’s the question Assistant Professor Seth Pruitt, who teaches finance in the W. P. Carey School of Business, and his co-authorsBryan Kelly, professor of finance at the Yale School of Management and Yinan Su, PhD student at the Kenneth C. Griffin Department of Economics at the University of Chicago. set out to answer in their study, “Characteristics are Covariances: A Unified Model of Risk and Return,” which won Best Paper at the Brigham Young University Red Rock Finance Conference 2018 and has recently been accepted by the Journal of Financial Economics.

Assistant Professor of Finance Seth PruittSeth Pruitt Download Full Image

The researchers built a statistical model that estimates a firm’s risk exposure relative to significant, economy-wide fluctuations.

“The model does extremely well at predicting average stock returns and constructing well-diversified portfolios,” Pruitt said.

Investors traditionally compare firms’ historical returns to the market’s to understand their relationship and adjust portfolios accordingly. The issue with this 40-year-old process is that firms’ characteristics continuously evolve, as do their relationships to changing market factors.

“This makes the estimation problematic,” Pruitt said. “Firms evolve. They get bigger, or they get smaller; they take on more debt or less debt; they undertake more investment or less investment.”

These observable characteristics tell us about firms’ relationship to market risks, and how firms’ potential for loss changes over time and varies across the cross-section.

“The new statistical model enhances our understanding of investment strategies, and why different stocks earn different average returns,” he said. “We obtain real-time estimates of the aggregate risks that give rise to these returns.”

The optimized statistical model also allows investors to apply estimates from observed firms to new publicly traded companies that have similar characteristics, before they have a history of returns, and use the data to forecast IPO returns.

Pruitt’s research focuses on asset pricing, and his graduate school background and training guides the statistical methods he developed in the paper.

“I’ve wanted to develop new techniques that address common questions in asset pricing. This project was an outgrowth of that, and a result of looking at the academic literature and what firms do in practice,” he said. “There’s room for improvement on what firms often do in practice to understand stock returns and risk adjust their performance. I think this tool can provide that.”

BYU’s Red Rock Finance Conference, which took place in September, is in its eighth year. The conference committee honors one “Best Paper” winner at the annual event. The paper was discussed by Nobel Laureate Lars Peter Hansen of the University of Chicago, who had a positive outlook on both the paper and the authors’ research agenda.

“This is an organized, disciplined way of using big data,” Pruitt said. “The main ways I see big data used and talked about are rather sophisticated statistical techniques, lumped into artificial intelligence, machine learning and other complicated algorithms. Our model is a simple, powerful way of using big data, while imposing a little economic theory in the process.”


Cloudera cofounder Mike Olson talks Hortonworks merger and the future of Big Data | killexams.com real questions and Pass4sure dumps

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Back in October it was announced that Cloudera and Hortonworks had agreed on a merger, bringing together two heavily VC-backed companies specialising in enterprise versions of open source big data technologies, specifically Hadoop and Spark, under one roof.

Over coffee at the Ham Yard Hotel in London last week Mike Olson, the cofounder and chief strategy officer at Cloudera said: "I cofounded Cloudera a decade ago with the conviction that big data would be a big deal for large enterprises and I am genuinely excited at the prospect of bringing the companies together."

Olson added that the merger will not "fundamentally" change how he thinks about the industry and where it is headed.

"We have been focused on storing and managing and analysing data at scale and have been active participants and contributors to the open source ecosystem for 10 years now," he said. "All of that is driven out of a conviction that large enterprises have more data than ever before and need to analyse it in ways that weren't available."

Olson believes that the two companies are ultimately complementary, despite some product similarities (more on that later), particularly pertaining to their different investment strategies over the past few years.

"We made our investments in data warehousing at large scale and that's been good for us and our customers, we have made some significant advances and investments in machine learning and that will and does remain a focus for us," he said.

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