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1Z0-449 - Oracle Big Data 2017 Implementation Essentials - BrainDump Information

Vendor Name : Oracle
Exam Code : 1Z0-449
Exam Name : Oracle Big Data 2017 Implementation Essentials
Questions and Answers : 72 Q & A
Updated On : October 19, 2018
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1Z0-449 exam Dumps Source : Oracle Big Data 2017 Implementation Essentials

Test Code : 1Z0-449
Test Name : Oracle Big Data 2017 Implementation Essentials
Vendor Name : Oracle
Q&A : 72 Real Questions

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Oracle Oracle Big Data 2017

Nvidia, Oracle extend Cloud GPU Ties for AI, HPC | killexams.com Real Questions and Pass4sure dumps

Oracle is taking part with Nvidia to convey the GPU chief’s unified AI and HPC platform to the general public cloud for accelerating analytics and desktop discovering workloads.

The stream makes Oracle the primary public cloud seller to guide Nvidia’s HGX-2 platform, the partners stated this week. The Oracle cloud will help both bare-metallic and virtual computer cases of the HGX-2, which is designed to “multi-precision computing,” double and single-precision floating aspect for correct HPC, and decreased precision (FP16 and INT8) for AI.  Nvidia’s NVSwitch interconnect with NVLink know-how offers 300 GB/sec of GPU-to-GPU bandwidth to in the reduction of the information bottlenecks encountered with HPC and deep getting to know workloads.

The partners talked about Wednesday (Oct. 10) their collaboration addresses turning out to be demand for cloud-based mostly GPU acceleration in records analytics as well as deep and desktop gaining knowledge of applications. “other than enabling HPC and AI workloads, we’re concentrated on information science and analytics as an immense enviornment of investment,” Karan Batta, an Oracle product supervisor, referred to in a blog post.

The increased collaboration with Nvidia for cloud-based mostly GPU acceleration underscores Oracle’s strategy of moving from a database dealer to a participant in the cutthroat public cloud market. much of the emphasis has been new platform and infrastructure functions along with computerized capabilities akin to “self-using” cloud database carrier unveiled in August. Batta noted that these and different services target facts science teams, enabling them to work collaboratively on huge data initiatives.

Oracle prior to now supported Nvidia’s Pascal GPU architecture cloud circumstances and, extra recently, provided naked-metallic circumstances of its Tesla V100 Tensor Core GPUs. those chips were used to accelerate deep researching workloads.

along with help for the HGX-2 platform, Oracle stated its new cloud instances additionally can be backed through as much as 48 cores of Intel Xeon processors (working at three.5 GHz with rapid increase). the brand new instances should be purchasable in early 2019, the cloud vendor stated, noting it additionally had plans to offer a 16-manner example in the future.

The collaboration is the latest effort through Oracle to differentiate its cloud choices from public cloud leader Amazon internet capabilities, Microsoft Azure and Google Cloud. The partnership also reflects Nvidia’s push into high-end statistics analytics via its simply-announced RAPIDS platform, which Oracle is also supporting.

RAPIDS is a collection of application libraries for operating facts science and analytics pipelines completely on GPUs. The open supply libraries are intended to leverage GPU parallel processing and excessive-band reminiscence by way of the Python programing language. among the many makes use of is accelerating desktop studying training whereas improving model accuracy.

RAPIDS will be obtainable this week on Oracle’s cloud infrastructure by the use of Nvidia’s GPU cloud service.

Oracle also introduced aid for Nvidia’s GPU cloud container registry that enables cloud clients to set up container purposes and frameworks on Oracle’s GPU-accelerated cloud circumstances. those cases are available in diverse areas in the U.S. and Europe.


Kinetica could enhance NVidia In $70B massive facts Market | killexams.com Real Questions and Pass4sure dumps

SAN FRANCISCO, CA JUNE 23, 2018: Orange nVidia emblem on balloon in an city environment

just because you delivery an organization and raise tens of hundreds of thousands of greenbacks to gasoline it be growth, there's no assure you have what it takes to build a big enterprise.

in fact, some 60% of founders do not live to tell the tale their collection D circular of project funding.

This involves intellect in in view that San Francisco-based database corporation, Kinetica. founded in 2009, Kinetica raised $50 million in June 2017 -- bringing its complete funding to $63 million. Six months later, Kinetica's board changed its cofounder and CEO -- Amit Vij -- with Paul Appleby, an experienced revenue government.

Kinetica -- which looks completely happy with its tackle "the perception engine for the intense facts financial system" -- says that its know-how "combines artificial intelligence and desktop learning, facts visualization and placement-primarily based analytics, and the accelerated computing energy of a GPU [Graphical Processing Units made by the likes of Nvidia to run video games] database."

effortlessly put, Kinetica joins different companies -- similar to MapD, about which I wrote in July and lately modified its identify to OmniSci -- that put the GPU on the core of their technology rather than the CPU [central processing unit] that powers usual databases. Given the demand for quick graphical reveal of information analysis, the GPU-based mostly technologies have to have an audience beyond video game enthusiasts and animation enthusiasts.

To its credit, Kinetica has developed relationships with businesses and expertise companions to deliver this conception to existence. Kinetica seeks consumers from industries including healthcare, energy, telecommunications, retail, and economic features. And its know-how and advertising and marketing partners consist of NVIDIA, Dell, HP, and IBM.

Kinetica competes with Microsoft, Oracle and IBM which give usual databases.

I do not suppose Kinetica should still be concerned these competitors on account that the startup is so small. but due to the fact Kinetica and OmniSci -- which counts the chipmaker as an investor -- are the use of the NVidia GPU -- peculiarly the Tesla and DGX for AI, information scientists and big information researchers; and GRID for cloud-based visible computing users, according to its latest quarterly document -- their success may still be effective for NVidia investors.

(I haven't any financial pastime in the securities outlined).

The brains at the back of Kinetica are Vij and his Kinetica co-founder Nima Negahban. As Fortune wrote, "They worked at the u.s. military Intelligence and safety Command and the countrywide security company creating a device to track and trap terrorists in real-time. The U.S. Postal provider has used Kinetica in view that 2014 in a gadget that optimizes routes and tracks programs."

Vij misplaced the correct spot at Kinetica to Appleby in December 2017. The enterprise changed into attempting to find "income momentum" and in Appleby -- who had most recently served as president, global sales and advertising, at BMC application (and in the past as an government at Salesforce, C3 IoT, and Siebel programs) -- Kinetica director, Ray Lane, appeared to believe he healthy the bill.

As Lane noted remaining December,

2017 has been a breakout year for Kinetica, doubling headcount whereas it onboards and grows new consumers and partners all over.  there is appreciable demand these days for Kinetica’s speed and capabilities produced with the aid of its native GPU-accelerated, in-reminiscence architecture.  Paul acknowledges the strategic nature of the business records challenges Fortune 2000 companies face, and the way Kinetica can speed up precise-time insights from any records sources, regardless of volume, pace and constitution.  Paul’s confirmed journey main international increase teams, plus the force to take Kinetica to the next stage, makes him a distinct alternative for Kinetica.

Appleby has delivered growth -- but isn't yet profitable. As he referred to in a September 16 interview, "initially of the 12 months we had 70 to 80 americans and now we have a hundred and ten. in the first half of 2018, we grew bookings 156% and the number of web new customers via one hundred ninety%. a significant variety of our latest valued clientele are expanding their relationship with Kinetica. We could grow [with a scalable business model]."

To get Kinetica to the next stage, Appleby noted the business is equipped by feature. "We’re an innovation-pushed company, and the vast majority of our personnel, two-thirds of the company, are engineering and innovation-focused. just about half of our personnel are primarily based out of our Arlington, Virginia engineering office. Our admin, finance, individuals, and advertising features are San Francisco-based mostly, and our earnings crew is distributed across Europe, Asia, and the U.S.," he pointed out.

Appleby believes that all and sundry who works with a company -- including its management, employees, and companions -- should still be "aligned to a common set of strategic dreams and goals. As such, developing an environment where all parties believe possession of the business method and alignment to it truly is the exact priority. Our objectives span product, ecosystem, client success, and tradition. We use them to formulate our personnel' MBOs [Management by Objectives], and to e-book our company course holistically."

He chairs Kinetica's executive leadership group (ELT) which includes executives from its "product construction, client success, revenue, advertising, and finance [functions]. ELT meets continuously to plot, track, and execute on our key objectives. each member of the crew has specific dashboards that map to key metrics that measure development in opposition t our aims."

Kinetica holds all and sundry dependable for effects. "On a quarterly foundation, our government group determines key effects we want to obtain, in response to our strategic objectives. These leaders then meet with their groups and examine MBOs for each employee that support us meet those pursuits. The MBOs trade each quarter, however they are all the time formulated to fulfill our strategic dreams," Appleby informed me.

every person in the business knows how their success can be measured. As he mentioned, "We link metrics and targets by using following the objectives & Key consequences (OKR) model used with the aid of facebook, Amazon and Salesforce. The metrics, or key outcomes, are in location, at company, departmental and particular person ranges to gauge development. every worker has a selected set of measurable, quarterly MBOs that act because the metrics to music progress in opposition t our company ambitions."

Kinetica's MBOs appear tons more selected and measurable than its desires/goals which are supposed to inspire. for instance, Appleby observed one of the crucial company's pursuits is "change the realm by using helping companies innovate and transform in the put up-massive information world."

Two MBOs associated with that purpose appear to power individuals to discovering decent income leads and reaching excessive client retention. the first MBO is "establish the number of companies that are tackling new initiatives. This gives us an illustration that groups can use our technology to drive their enterprise ahead as we enter the extreme records financial system."

The 2nd is to achieve "excessive consumer retention quotes [which] provide us a method to exhibit we’re delivering cost and are vital to our valued clientele’ enterprise," he mentioned.

With Kinetica and OmniSci becoming abruptly, demand for NVidia chips may grow as smartly. In its second quarter, NVidia enjoyed seventy seven% boom in its so-known as Datacenter profits, which protected Tesla, GRID and DGX, in accordance with its 10Q.

It continues to be to be seen even if that might be enough to propel its stock.


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NuCypher is using proxy re-encryption to lift more enterprise big data into the cloud | killexams.com real questions and Pass4sure dumps

After spending time at a London fintech accelerator last year, enterprise database startup ZeroDB scrapped its first business plan and mapped out a new one. By January this year it had a new name: NuCypher. It was no longer going to try to persuade enterprises to switch out their Oracle databases — but rather to sell them on a specialized encryption layer to enhance their ability to perform big data analytics by tapping into the cloud. Its slogan: body armor for big data.

Today it’s launching an open source version of its general release product here at TechCrunch Disrupt New York. At this point, the almost 1.5-year-old startup is also running a handful of pilots with major banks, says co-founder MacLane Wilkison.

“It’s a combination of cloud and big data,” he says of the underlying drivers which the team reckons are creating a need for the technology. “Now all of a sudden you’re working in computing environments that are distributed across hundreds or thousands of machines, and that could be spanning both some on-prem, some private and even public cloud. And that sort of scenario presents a lot of new and different security challenges.”

Instead of building an open source end-to-end encrypted database, NuCypher is selling a proxy re-encryption platform for corporates with large amounts of sensitive data stored in encrypted databases to let them securely tap into the power of cloud computing. An idea that might need a bit of explaining to appreciate, but one that’s grounded in a genuine need — at least based on what NuCypher’s early banking partners are telling it.

On the competitors front Wilkison names the likes of HP-owned Voltage and Protegrity as the largest existing players in the space. Albeit, he says they’re both doing tokenization of data, whereas NuCypher reckons proxy re-encryption technology offers greater security for certain types of data.

Unlike some other approaches to processing big data in the cloud, he emphasizes that NuCypher is not using tokenization to mask any data — arguing this is necessary for the target customers because certain types of data when masked with tokens can be vulnerable to statistical attacks.

While proxy re-encryption is an existing area of cryptography, applying it to big data is what’s novel here, according to Wilkison, who says the tech has mostly been used in academia thus far. “We’re the only people that applied it to big data platforms like Hadoop and Spark,” he says. “As far as I know we’re the only one using proxy re-encryption in business.”

So while the team’s early ideas focused mostly on looking at data archiving and encryption to enable banks to make use of cloud storage, he says the business was pulled onto its current rails after banks asked if they could apply the encryption tech the team had been building for data archiving to big data cloud processing.

Safe to say, this mini pivot is a familiar story for enterprise startups — after all, who knows better the business needs than the target customers?

“When we originally started the company, my co-founder and I had built an open-source database and then an encrypted database that allows you to operate unencrypted data without sharing encryption keys with the database server… What the banks were particularly interested in was taking some of what we had built for that and applying it to more compute-heavy type of workloads,” says Wilkison.

“After a period of talking to customers… we took some of what we had built for that and made it into a more generalized encryption layer for different platforms — specifically for the big data space. So Hadoop, Kafka and Spark.”

So what is proxy re-encryption — aka NuCypher’s “secret sauce,” as Wilkison puts it — and why is the technique useful for banks?

“Proxy re-encryption is a set of encryption algorithms that allow you to transform encrypted data. Specifically… it allows you to re-encrypt data — so you have data that’s encrypted under one set of keys, you can re-encrypt the data without de-encrypting it first, so that now it’s encrypted under a second, different set of keys,” is how Wilkison explains it.

He gives the example of a person who has some encrypted files stored in Dropbox. If they want to share the files with someone else that could be achieved by downloading them, decrypting them with their key and then re-encrypting them with the public key of the person they want to share with. But obviously — at scale — that’s a pretty network-intensive and cumbersome process.

Even more naively, this person could just share their private encryption key with the person they want to share the file with. But then they’re abandoning all control of their security.

Clearly neither scenario is ideal for NuCypher’s target customers — with their vast lakes of sensitive, highly regulated data. This is where NuCypher reckons proxy re-encryption can step in to offer an edge.

“What I can do with proxy re-encryption that’s much more elegant and secure than either of those alternatives is I can basically delegate access to my encrypted data to someone else’s public key,” he adds.

The platform creates a re-encryption token off of the public key of the entity with whom its customers wants to share data. That token can then be uploaded to the cloud where the third party can access it — in turn enabling them to decrypt and access the data.

Wilkison says re-encrypted tokens can be created and used to delegate access to “as many people as I like.”

Ensuring compliance with regulations around the processing of sensitive data — data such as a bank or healthcare company might hold — is one key selling point for the platform.

He points to a regulation like HIPAA, which sets standards for protecting healthcare data, as one example where a lot of care is needed when handling data to ensure compliance. He also flags up the European Union’s incoming GDPR (General Data Protection Regulation), which ramps up penalties for violations of rules on processing citizens’ personal data, as another instance of data-centric laws creating data processing pain-points that NuCypher’s platform is setting out to fix.

Other target data-laden industries could include telecoms and insurance, though the team has kicked-off focusing on financial services, and the current pilot phase of the platform is with “major banks.”

Wilkison says there are essentially three main use-cases for the platform:

  • “cloud enablement” — so giving target customers a way to move their on-premise Hadoop big data workloads to the public cloud and make use of services like AWS, particularly for “burst or transient workloads.” “What we do there is give them a way to keep their encryption keys in their own data centers, under their control so they can use the crowd to store and process data but they don’t necessarily have to trust the crowd with their encryption keys,” he adds.
  • “regulatory compliance” — currently NuCypher is working with customers in the U.S. and Europe needing to comply with regulations such as HIPAA, PCI, GDPR and PSD2.
  • “secure sharing of sensitive encrypted data” — with multiple third parties, be it a customer, partner, supplier or even a regulator. On this he also notes one of the benefits is that the system segregates the data and the encryption keys — which means, for example, a regulator could not subpoena the cloud provider in order to get their hands on the decrypted data.”It’s very important, particularly in financial services, for customers to have that segmentation between the data and the keys,” he adds.
  • Another benefit he notes is that NuCypher’s proxy re-encryption technology enables it to give customers the ability to manage access controls without needing to provide full access to the data — which means it can remove any single point of failure (i.e. via an admin who has to have full access control to all of the data).

    “With NuCypher a hacker would have to hack into each node individually in order to get all the data,” he adds.

    Given the complexities of the technology, customer education is clearly one of the big challenges, with Wilkison saying this boils down to explaining how the approach differs from standard encryption.

    And on that front, he says one selling point for the platform is that the proxy re-encryption tech works with NIST standardized encryption algorithms. Which means NuCypher customers don’t have to abandon the tried and tested encryption algorithms they’re comfortable using, such as AES-256, in order to make use of the tech.

    “That was one of the pieces that we added that took a pretty significant amount of research to develop for us — to get proxy re-encryption to work with things like ECIES, which is a standard elliptic curve, NIST-certified,” he notes. “So we can go to a customer and say, everything that we’re doing on a crypto level is very standardized, very well understood by industry. So they’re not having to rely on newly rolled crypto.”

    NuCypher’s platform exists as an SDK and an encryption library, so its business model is licensing the software — it’s not hosting any data itself, confirms Wilkison; customers can install the software on premise, such as within an existing Hadoop deployment, or directly in the cloud on the infrastructure they’re managing.

    Funding-wise, the team has raised a $750,000 seed round to date, from Valley investors including Base Ventures, NewGen Capital and some angels. It also went through Y Combinator last summer. Wilkison says it will be looking to raise again in Q3 this year.

    How big do they reckon this market is? Wilkison says he’s hoping the current six to seven pilot customers of NuCypher will turn into “high double digit” or maybe “low triple digits” in a year’s time. But with those target large enterprises typically spending vast amounts of money on securely storing the sensitive data they’re entrusted with, there’s also a very sizeable incentive for them to shift some of that compute load into the cloud. And, potentially, a lot of money at stake if NuCypher can convince them to buy in.

    [gallery ids="1490532,1490543,1490542,1490539,1490537,1490533"]

    Judges Q&A

    Q: Can you talk a bit more about how far along you are with some of the early clients?A: We’re in pilot stage right now. The bulk of our early customers are in financial services. We’re starting to get traction in healthcare and telcos as well. Pilot phase at this stage.

    Q: Tell me a bit more on the competitionA: There’s a couple of ways to look at this. One: the platforms that we support do have some native data protection built in. So Hadoop for example. These tend not to be robust enough for the types of enterprise customers that we’re working with. Other alternatives include data masking and tokenization. HP Voltage for example.

    Q: You worked before at Morgan Stanley. Why did you leave a steady job with nice salary and Wall Street and went into this kind of adventure?A: Ultimately I wanted to get back to a more technical role, and actually start building a product in a company again – as opposed to building financial models and pitch decks

    Q: And this is the actually launching of the product?A: We’re launching the open source version. We’ve had Hadoop available for a while. And then Kafka is launching as well

    Q: What did your mother say when you told her that you were leaving Morgan Stanley for this adventure?A: She was supportive. Although maybe didn’t quite understand what we were doing

    Q: Can you tell me more about the implementation? What does it look like as you deploy to enterprise – how do you get all of their existing data encrypted and how do you do key management?A: On the key management side we actually integrate with hardware security modules – so at lots of banks we use HSM from vendors like Thales or SafeNet.

    For Hadoop we encrypt at the HFS layer. And everything is transparent to applications running on top of Hadoop, so it doesn’t change the experience for someone running Hive queries for example.

    And we also integrate with access control tools like Ranger and Sentry. So people can keep using the standard tools that they use.

    Q: Is your business a classic SaaS model?A: We’re not hosting anything. It’s not software as a service. We have term-based subscriptions, and then also a consumption-based model for cloud deployments.

    Q: How do you intend to go to market? Sales force? direct sales?A: Some combination of direct sales, which we’ve done today, and then also the channel partners and big data vendors… and the cloud service providers as well, folks like Amazon and Microsoft.

    Q: Who are your main competitors?A: The data masking and tokenization companies are the one we run into most regularly. Voltage which is now part of HP. In Europe we see a company called Protegrity pretty frequently. And then as I mentioned before a lot of the underlying platforms will have some sort of protection tools natively.

    Q: Do you run into people like Ciphercloud or Ionic?A: Not so much anymore. We’re similar in some ways to them… we’re more focused on infrastructure like Hadoop and data platforms

    Q: How many people are you now?A: We’re the two founders and then seven people total on the team

    Q: And how much money did you raise?A: We’ve raised $750K so far from Y Combinator, NewGen Capital and Base Ventures

    Q: How long ago?A: Last fall

    Q: How hard would it be for your competitors to replicate the work that you’ve done?A: Certainly it’s a lot easier now that it’s open source… That said we do have an open core approach so we have certain enterprise features that are still proprietary that are only available in the enterprise version. Additionally if the Hadoop vendors integrated what we’re doing natively into Hadoop that’s still just for Hadoop.

    So NuCypher’s meant to be layered, it sits across all of the organization’s big data platforms. Right now they’ve use Hadoop, Kafka, Spark. In the future that could include some new SQL databases, and potentially structured databases as well

    Q: Judging from your experience with your colleague how do you compare the American level of mathematics and physics to the Russian one?A: The American approach is lacking. I’m hugely impressed. Not only is my co-founder Russian educated, and Russian born, a lot of our engineers are as well, so we’ve been very fortunate in that regard


    Transaction Processing Performance Council (TPC) Launches TPCx-HS Version 2 – Augmenting Its Arsenal of Big Data Benchmarks – and Introduces Pricing Specification for Cloud ... | killexams.com real questions and Pass4sure dumps

    SAN FRANCISCO--(BUSINESS WIRE)--Today the Transaction Processing Performance Council (TPC) announced the immediate availability of TPCx-HS Version 2, extending the original benchmark’s scope to include the Spark execution framework and cloud services.

    The original TPCx-HS benchmark was the industry’s first objective specification enabling measurement of both hardware and software including Hadoop Runtime™, Hadoop Filesystem API compatible systems and MapReduce layers. TPCx-HS Version 2 is designed to broaden the range of system topologies and implementation methodologies in a technically rigorous, directly comparable and vendor-neutral manner. TPCx-HS Version 2 models continuous system availability 24 hours a day, seven days a week and – as an “Express” class benchmark – is publicly available for download via the TPC’s Web site at the following URL: www.tpc.org/tpcx-hs.

    “Enterprise investment in Big Data analytics tools is growing exponentially, to keep pace with the rapid expansion of datasets,” said Tariq Magdon-Ismail, chairman of the TPCx-HS committee and staff engineer at VMware. “This is leading to an explosion in new hardware and software solutions for collecting and analyzing data. So there is enormous demand for robust, industry standard benchmarks to enable direct comparison of disparate Big Data systems across both hardware and software stacks, either on-premise or in the cloud. TPCx-HS Version 2 significantly enhances the original benchmark’s scope, and based on industry feedback, we expect immediate widespread interest.”

    TPCx-HS Version 2 was developed as researchers and industry experts identified Big Data as a priority area for further benchmark development during the 2016 TPC Technology Conference on Performance Evaluation and Benchmarking (TPCTC). This year’s TPCTC conference will be held in Munich, Germany on August 28, co-located with VLDB 2017. Individuals who wish to contribute to the benchmark development process are encouraged to submit abstracts via the following URL: http://www.tpc.org/tpctc/tpctc2017/default.asp

    Organizations interested in contributing to the TPC’s benchmark development process are encouraged to become members. Additional information is available via the following URL: http://www.tpc.org/information/about/join.asp.

    Updated Pricing Specification

    TPC benchmarks are unique in that they provide the industry with verifiable performance, price-performance and availability metrics. Considering the emergence of cloud deployments, the TPC pricing specification has been updated to accommodate executing benchmarks in cloud environments. The new specification is available via the following URL: http://www.tpc.org/tpc_documents_current_versions/current_specifications.asp.

    About the TPC

    The TPC is a non-profit corporation founded to define transaction processing and database benchmarks and to disseminate objective, verifiable TPC performance data to the industry. The TPC currently has 21 full members: Actian, Cisco, Dell, DataCore Software, Fujitsu, Hewlett Packard Enterprise, Hitachi, Huawei, IBM, Inspur, Intel, Lenovo, Microsoft, Nutanix, Oracle, Pivotal, Red Hat, SAP, Teradata, TTA and VMware; and three associate members: China Academy of Information and Communications Technology (CAICT), Ideas International, and the University of Coimbra. Further information is available at http://www.tpc.org.



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