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HP0-921 Supporting the Enterprise Modular Library (EML)

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HP0-921 exam Dumps Source : Supporting the Enterprise Modular Library (EML)

Test Code : HP0-921
Test name : Supporting the Enterprise Modular Library (EML)
Vendor name : HP
: 70 actual Questions

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HP HP Supporting the Enterprise

HP Reinvents client sustain with Ping identity solutions | killexams.com actual Questions and Pass4sure dumps

DENVER--(business WIRE)--Ping identity, the chief in id described safety, today introduced that its Ping ingenious id Platform powers the engine in the back of HP id (HP identity), an enterprise-broad unified identity administration ecosystem. The HP identification initiative is designed to uplevel customer and associate experiences with the aid of offering them with a lone id throughout outright of their HP purposes, no matter if within the cloud or on-premises.

With a focus on riding customer experiences, HP chosen the Ping id platform deployed in Amazon internet functions (AWS). This achieved its goal of instituting a lone and highly comfy identity and entry management (IAM) platform across its all world consumer and partner-dealing with platform. The HP id platform is used through greater than a hundred enterprise functions, and allows for lone signal-on for over one hundred fifty million customer and partner identities the world over, plus hundreds greater being added day to day. before HP identity, the enterprise changed into managing greater than a dozen separate legacy IAM and authentication programs. user identities were prior to now housed across disparate data silos, making a disjointed customer event.

HP Product supervisor Jared Meier sums up the success of HP identification, “Ping’s customer IAM platform offers efficiency and scalability that can champion tempo with HP’s persevered innovation and boom. Now, clients Have a seamless adventure once they authenticate throughout their digital properties.”

Ping and HP partake a standard vision of innovation, awesome customer experiences and technology that makes lifestyles improved for every person, outright over the place,” added Andre Durand, CEO, Ping identification. “We’re supercilious to succor HP in reinventing client experiences via identification.”

To study more about how Ping identity helps businesses carry superior consumer experiences visit pingidentity.com.

About Ping id | The identity security business

Ping identity envisions a digital world powered with the aid of id. as the id safety company, they simplify how the world’s largest corporations champion away from safety breaches, augment worker and companion productivity and supply customized client experiences. businesses select Ping for their identification knowledge, open standards management, partnership with agencies fancy Microsoft, Amazon and Google, and collaboration with consumers fancy Boeing, Cisco, GE, Kraft foods, Walgreens and over half of the Fortune one hundred. The Ping ingenious id Platform allows enterprises and their clients to soundly entry cloud, cellular and on-premises applications while managing identification and profile information at scale. Architects and builders Have springy alternate options to augment and extend their existing functions and environments with multi-factor authentication, lone signal-on, entry administration, directory, records governance and knowing API safety capabilities. visit www.pingidentity.com.

Ping id organization

observe Us on Twitter: @PingIdentityJoin their LinkedIn neighborhood: Ping IdentitySubscribe to their YouTube Channel: PingIdentityTVLike Us on facebook: PingIdentityPage


From protection To SaaS: HP, Lexmark Pitch Their Printer techniques | killexams.com actual Questions and Pass4sure dumps

HP Inc. and Lexmark took to the stage Thursday morning in an try to convince solution providers that their printer and connected capabilities strategies are birthright for the channel.

The pitches from both vendors were presented during the Synnex Varnex 2018 conference held this week in desolate tract Springs, Calif.

while David Lary, vice chairman of HP’s Americas provide revenue, and Sammy Kinlaw, Lexmark’s vice president of worldwide channel and OEM income, in their separate shows weren't truly dueling with every different, they were featuring visions geared toward attracting solution suppliers to their choices.

[Related: A witness Ahead: What's Next For Printers]

Lary (pictured in picture above) told solution providers that Palo Alto, Calif.-primarily based HP's very own techniques company grew 12 % and its printer company grew eleven percent 12 months-over-12 months in the third quarter. That blanketed eight straight quarters of double-digit boom in very own programs, and a 12-percent raise within the number of printers bought.

"we're innovating," he observed. "we are doing fresh issues. we're more agile."

HP noticed an average year-over-12 months raise in sales through Fremont, Calif-based mostly distributor Synnex of 27 p.c in the third quarter, including a 19-% boom in computer sales, a 62-percent in A3 printer salary, and a 14-% tower in give sales, Lary spoke of.

"HP is a channel company," he observed. "Eighty-seven percent of what they effect is throughout the channel. You guys pick up a cold? They believe it."

security is a great a fragment of HP's message as 71 p.c of safety breaches start at endpoints including PCs and printers, Lary said.

"you are simply promoting security," he spoke of. "HP has invested tons in keeping the contraptions."

HP has furthermore invested heavily in relocating against equipment-as-a-provider, the dwelling contraptions fancy PCs and printers are paid for now not as a capital expense however in keeping with actual utilization, Lary referred to.

The business is additionally encouraging respond providers to compose managed print functions a bigger fragment of its company on account that the business is already seeing over 50 p.c of outright print components being bought on line, together with 55 percent of outright toner and 33 percent of outright ink, he pointed out.

Lary furthermore told respond suppliers to tower working with HP for 3D printing, which today continues to exist concentrated on prototyping and manufacturing but will remark extra exhaust situations going forward. "there's a $12-billion TAM (complete addressable market) they are looking to disrupt," he talked about.

typical, HP now has its largest portfolio ever thanks in fragment to the hub of attention on its core markets it might Have after HP Inc. and Hewlett Packard commercial enterprise in 2015 separated from the long-established HP. "or not it's essential that they separated from the more desirable HP," he talked about.

Kinlaw (middle in photograph, with Lexmark's Greg Chavers on left and Synnex's Bob Stegner on right), who early this 12 months left Lenovo to exist a fragment of Lexington, Ky.-based Lexmark, advised solution suppliers he made the stream as a result of he felt a casual to assist develop a company with a powerful brand and product line to fresh degrees.

Lexmark's Sammy Kinlaw (middle) with Greg Chavers (left) and Synnex's Bob Stegner

Kinlaw referred to that once he left Lenovo, the business's channels had grown for 26 consecutive quarters, and that he felt it was time to Take his event to Lexmark. "I noticed in a very short order that I may institute alterations that compose a change," he spoke of.

Lexmark in 2018 became focused on transactional adjustments, and saw 90-plus-percent of its universal profits arrive from the channel, Kinlaw stated. "To maintain double-digit increase, you ought to account otherwise," he mentioned.

For 2019, Lexmark's precise government Have spelled out 4 major growth focuses, including riding the enterprise's company, compose outright its products channel-particular, change its market coverage market to focus on channels, and become better aligned to greater particular verticals.

Lexmark is entering into the diminutive and midsize printer company at a dramatic clip and transferring its focal point from the commercial enterprise and bigger deals, Kinlaw spoke of. "We did not Have the revise coverage mannequin," he noted.

For 2019, Lenovo's hub of attention on SMB income might exist led with the aid of Greg Chavers, vice president of North the us channel sales, who could Have a very great group working with companions, Kinlaw said. "So if you happen to name on an SMB, name on Lexmark," he talked about.

Lexmark in 2019 will furthermore focus on constructing fresh upright focuses including utility-as-a-provider, he pointed out.

Lexmark terminal month special its vanish line of printers as its line of partner-led products with enhanced margins, spifs, and different merits, Kinlaw referred to. "here's going to exist a mainstay, and one of the biggest augment alternatives in 2019," he pointed out.

For Philippe Beaudoin, director of earnings and company development at Megaburo, a Thetford Mines, Quebec-based printer respond issuer and copier broker, the shows through HP and Lexmark had been an opening to peer what his business should effect to grow its business.

Megaburo is a Canon copier dealer and presents managed copier services, but is seeing a drop in the copier company even because the print business is growing, main Beaudoin and his team to examine how to stream its company to extra of a printer focal point, certainly managed print features, he advised CRN.

"we've got been speaking about this for a very long time," he spoke of. "nevertheless it's basically happening."

a huge hardship with trying to shift company is that revenue reps compose greater money promoting copiers whereas seeing low margins on printers mixed with greater margins on printer features and resources, Beaudoin observed.

He talked about his business is asking at a course to leverage Synnex's relationships with HP and Lexmark to champion his enterprise's efforts to shift its focus.

"If they won't Have the advantage, they can not restate consumers that they don't," he noted. "they're going to vanish to where they could pick up what they want. With Synnex, they will pick up the competencies they want, and allow us to advertise to their clients that they effect Have the talents they need."


HP Linux Imaging and Printing 3.15.7 adds champion for Debian eight.1 Jessie | killexams.com actual Questions and Pass4sure dumps

On July sixteen, HP had the top notch delight of epigram the instant availability for down load of the seventh protection liberate of the HP Linux Imaging and Printing (HPLIP) 3.15 utility for GNU/Linux operating methods.

in line with the attached changelog, HP Linux Imaging and Printing 3.15.7 is here to add succor for the Debian GNU/Linux 8.1 (Jessie) and purple Hat enterprise Linux 7.1 working systems, as well as to deliver champion for brand fresh printers, including HP Deskjet 1110, HP Deskjet 1111, HP Deskjet 1112, HP DeskJet 2131 All-in-One Printer, HP Deskjet Ink skills 1110, HP Deskjet Ink abilities 1115, and HP Deskjet Ink competencies 1118.

additionally, the HP DeskJet Ink abilities 2130, HP DeskJet Ink abilities 2135, HP DeskJet Ink competencies 2138, HP DeskJet Ink capabilities 3630, HP DeskJet Ink talents 3635, HP DeskJet Ink talents 3636, HP DeskJet Ink advantage 3638, HP DeskJet Ink capabilities 3830, HP DeskJet Ink skills 3835, HP OfficeJet 3830, HP OfficeJet 3832, HP OfficeJet 3834, and HP Officejet 7510 vast layout All-in_One printers are furthermore supported.

a number of considerations were addressed

moreover champion for the GNU/Linux operating programs and printers listed above, HPLIP three.15.7 fixes a few concerns pronounced by means of clients on account that the previous upkeep version of the utility, such as traceback blunders that took dwelling when trying to configure queue with the very name however different IO category, and when including a Unicode file from device manager on crimson Hat enterprise Linux 5.

last but not least, a duplicated collate preference become removed from the HP machine manager component. down load HP Linux Imaging and Printing three.15.7 presently by means of Softpedia or at once from the venture's site, where that you would exist able to determine outright the information you deserve to installation the software or remark in case your HP printer is supported or now not. gladden celebrate that HPLIP is compatible with a great number of GNU/Linux working systems.


HP0-921 Supporting the Enterprise Modular Library (EML)

Study lead Prepared by Killexams.com HP Dumps Experts


Killexams.com HP0-921 Dumps and actual Questions

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HP0-921 exam Dumps Source : Supporting the Enterprise Modular Library (EML)

Test Code : HP0-921
Test name : Supporting the Enterprise Modular Library (EML)
Vendor name : HP
: 70 actual Questions

worked difficult on HP0-921 books, however the entire component Have become on this test manual.
After trying several books, I was quite disappointed not getting the birthright materials. I was looking for a guideline for exam HP0-921 with simple language and well-organized content. killexams.com fulfilled my need, as it explained the involved topics in the simplest way. In the actual exam I got 89%, which was beyond my expectation. Thank you killexams.com, for your mighty guide-line!


actual Take a witness at questions of HP0-921 exam are to exist had now.
Wow..OMG, I just passed my HP0-921 cert with 97 percent score I was unsure on how genuine the study material was. I practiced with your online test simulator, and studied the material and after taking the test I was satisfied I institute you guys on the web, YAHOO!! Thank You Very Much! Philippines


Get HP0-921 licensed with actual test exam bank.
Killexams.Com is an revise indicator for a college students and users capability to toil and celebrate for the HP0-921 exam. It is an accurate indication of their ability, in particular with assessments taken shortly before commencing their educational celebrate for the HP0-921 examination. Killexams.Com gives a reliable updated. The HP0-921 checks supply an intensive image of candidates potential and skills.


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No worries when preparing for the HP0-921 exam.
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Before discovering this extremely genuine Killexams.Com, I become really positive about capabilities of the net. Once I made an account here I saw an entire fresh world and that was the tower of my a hit streak. In order to pick up fully organized for my HP0-921 checks, I was given numerous Take a witness at questions / answers and a fixed sample to comply with which became very particular and complete. This assisted me in achieving success in my HP0-921 test which turned into an extremely genuine feat. Thanks loads for that.


terrific source latest actual test questions, accurate solutions.
Hats down the pleasant HP0-921 examination coaching preference. I surpassed my HP0-921 examination remaining week, and this set of examquestions and solutions has been very useful. These things from killexams.Com is proper. Before making a purchase, I contacted customer champion with questions about how updated their materials are, and that they showed that they supersede outright tests on nearly each day basis. They upload updates wherein essential, or in reality double test the content cloth to compose inevitable its up to date. It justifies buying an exam intelligence dump. With killexams.com, I recognizethat im able to reckon upon the brand fresh exam substances, not a few e-book which can rotate out to exist out of date each week after its published. So I anticipate this is the high-quality examination instruction alternative. I assume i will extend my certification portfolio into a few different companies, Im virtually now not nice which of them but. But what Im positiveapproximately is that I will exist the exhaust of killexams.Com as my essential education useful resource.


I institute everything needed to pass HP0-921 exam here.
Well, I did it and I can not believe it. I could never Have passed the HP0-921 without your help. My score was so high I was amazed at my performance. Its just because of you. Thank you very much!!!


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I passed the HP0-921 exam and pretty hint killexams.com to each person who considers shopping for their substances. This is a completely valid and dependable guidance device, a tremendous opening for people who cant manage to pay for signing up for full-time publications (thats a consume of money and time if you inquire from me! Specially when you Have Killexams). If you Have been wondering, the questions are actual!


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Microsoft Talks G Suite Migration Tool, Project Management Survey Released and More | killexams.com actual questions and Pass4sure dumps

A desktop with a laptop, coffee, and a notebook on top. Newsbytes PHOTO: Shutterstock

It looks fancy Microsoft and Google Have been going at each other again in the productivity space. According to an updated roadmap,  Redmond, Wash.-based Microsoft has decided to build a Google G Suite migration toolset making it easier for people using G Suite to perambulate to Office 365.

Little has been said about the fresh set of tools except that Microsoft aims to release them in the second quarter of 2019. The fresh set of tools, described as a “migration experience,” follows Google’s Exchange experience, which enables organizations to migrate email, contacts, calendar, and Public Folder data from on-premises and hosted Microsoft Exchange to G Suite, whether you Have just a few users or tens of thousands. The roadmap reads:

“We've heard the feedback and we're excited to advertise the fresh G Suite migration sustain which will allow you to directly migrate email, calendar and contacts from Google G Suite to Office 365! Their highly secure solution ensures your data is directly migrated to Office 365, with no resting points along the way. We're furthermore adding champion for migrating mailbox in batches."

That’s about outright the factual information available on the fresh release. There is no explanation as to why Microsoft is introducing the fresh tools, but with Office 365 now fully embedded in the enterprise with more than 135 monthly enterprise users according to Satya Nadella and nearly 31 million consumer users, it sounds fancy Microsoft is looking to poach Google’s G Suite customers to champion its growth momentum. More on this when it finally emerges.

Project Management In The Digital Workplace

If you ever doubted the pertinence of project management tools in the digital workplace, fresh research carried out by Forrester for Bellevue, Wash.-based Smartsheet entitled Deliver On Top business Objectives with Collaborative toil Management, shows that with the emergence of the digital workplace, 77 percent of the businesses surveyed said that both the number and scale of their enterprise projects had increased while 70 percent reported an augment in project-related tasks.

The survey was conducted online between May and September and polled 315 organizations in the US, the UK, and Germany to evaluate project management tools and strategies

The study institute that, “as organizations witness to balance revenue growth with the pressure to differentiate, they must stress innovation, agility, and flexibility across the organization.”

While organizations Have long relied on traditional project management tools aimed at formally trained practitioners to manage projects, the report reads, these tools Have become too heavy or too inflexible to successfully champion their modern approaches.

Delivering projects in this fresh and fast-paced business environment requires a set of toil execution tools that emphasize enterprise collaboration, transparency, and real-time visibility — tools gaunt enough for the casual user, but robust enough to exploit the business’ top priorities. There are three conclusions that are worth noting:

  •  Established business models are under constant attack, and accelerate of execution is critical. But legacy project management toolsets can’t champion up,
  •  Collaborative toil management (CWM) solutions succor organizations overcome top project management challenges. CWM tools improve the capacity of organizations to rapidly device and deliver projects.
  • Traditional toolsets are inflexible and can’t champion up with the changing nature of project delivery.
  • In sum, the report institute that traditional project management tools and systems no longer meet the needs of companies in the age of modern toil execution. If you were hesitating about affecting your project management apps to the cloud, this should give you the final shove you need to compose the move.

    Alfresco Upgrades Digital business Platform

    Elsewhere, San Mateo, Calif. and Maidenhead, UK based open source content and process management vendor Alfresco has announced major product updates to their Digital business Platform, including champion for Amazon Elastic Container Service for Kubernetes (Amazon EKS) and Amazon Glacier. 

    With champion for Amazon Web Services (AWS) solution architects will exist able to build modern, cloud-ready applications rapidly, as well as deploy them efficiently, and operate securely at an unprecedented scale and to “go global” in just minutes.

    Amazon’s long-term, durable and secure storage solution furthermore makes a purview of exhaust cases dramatically less expensive to support. Meanwhile, the fresh Alfresco Digital Workspace comes with an“out of the box” interface backed by the Alfresco Application development Framework (ADF) and designed to accelerate end-user adoption

    Providing for the most commonly used functions, it can exist extended with a vast library of pre-built modular UX components and robust open APIs, allowing Alfresco developers and partners to create the custom, fit-for-purpose applications their users need.

    BloomReach Releases v13 sustain Manager CMS

    Also this week, Amsterdam-based BloomReach announced v13 of its sustain Manager CMS product at brConnect Amsterdam.

    With brXM v13, BloomReach brings Enterprise Collaboration with Multi Team champion (MTS) into the coalesce to enable collaboration between developers and marketers alongside Projects to segment content edits and drive workflow

    The fresh release furthermore brings UX extensibility and a fresh user interface (UI) that allows external applications fancy auditing, analytics or site optimization tools to exist managed from within the brXM dashboard.

    Speaking at the conference, CEO and Co-Founder Raj de Datta told the audience that the monolithic platforms of the past don't innovate hasty enough. He added that the future belongs to flexible, API-led, microservices based architectures that are built for rapid innovation at scale, leveraging the power of AI and machine learning.

    Citrix Buys Sapho For $200m

    Finally, this week, Fort Lauderdale, Fla.-based Citrix has announced the acquisition of Sapho, the micro app management platform which Citrix will exhaust to enhance the guided toil capabilities within Citrix Workspace. Sapho’s micro applications improve employee productivity by consolidating access to tools, activities and tasks in a simple and unified toil feed.

    According to Citrix, today’s employees are inundated with disjointed apps, clunky technology and outdated systems that cost organizations millions in productivity loss — some research, cited by Citrix, indicates that employees consume 32 days a year toggling between different workplace applications.

    Together, Citrix and Sapho will eliminate this workflow friction and instead, deliver the intelligent, seamless and consumer-driven experiences that hearten workforce appointment and let digital expectations. Using the enhanced Citrix Workspace platform users will exist able to prioritize principal tasks to complete, such as approving an expense report, rating an employee or completing a travel request. Provide insight about on-going projects, such as the latest marketing shove results or sales pipeline trends, so users can pick up the context they need to efficiently effect their work. And deliver material company communications, such as the latest employee survey results.

    The result is that companies can effectively lead employees through their most common toil so that they can pick up things done and perambulate on.


    Machine Learning in a Box (Week 8): SAP HANA EML and TensorFlow Integration | killexams.com actual questions and Pass4sure dumps

    A Quick Recap

    Last time, they looked at how to exhaust Jupyter notebooks to shun kernels in Python and R and even SQL. I'll exist honest, Jupyter is now my fresh "go to" tool.

    I even contributed to the SQLAlchemy for SAP HANA GitHub repository recently to add the champion of HDB User Store, which will allow you to connect without providing your user credentials in one of the cells.

    I hope you outright managed to try this out, and probably some of you already decided to switch from the "good old" Eclipse IDE and its SAP HANA Tools plugin to shun your SQL.

    I know that I promised to dive into the TensorFlow integration over and over.

    All is now available and ready!!! I Have fixed the miniature technical difficulties on my NUC and my Virtual Machines.

    I furthermore upgraded to HXE SPS03, which I highly recommend you doing so as well.

    For example, SPS03 brings the champion of INT64 to SAP HANA EML (else you will need to adjust your models signature and cast your tensors to float).

    So, let's pick up started!

    You probably outright heard about Google TensorFlow and how it can succor you resolve many Machine Learning problems especially when it requires the exhaust of neural networks or abysmal Learning.

    It is precise that there are many applications where abysmal Learning and neural networks Have reached a smooth of accuracy that now surpasses human capabilities. Also, thanks to hardware evolution and cloud resources, you can now complete the tasks in a fraction of the time that was required a few years back.

    I won't affect that I can intricate outright the details about the benefits of abysmal Learning, neural networks, or even TensorFlow, as there is plenty of content out there from people with much more sustain and credits than I have.

    So today, my goal will exist to succor you pick up started with the SAP HANA External Machine Learning and TensorFlow integration.

    Using TensorFlow implies some understanding of the TensorFlow programming concepts but furthermore some Python coding skills. And I really hearten you to Have a witness at the TensorFlow pick up started and Tutorials pages.

    About TensorFlow and TensorFlow Serving (a.k.a ModelServer)

    TensorFlow ™ is an open-source software library for high-performance numerical computation. Its springy architecture allows effortless deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices.

    Originally developed by researchers and engineers from the Google Brain team within Google's AI organization, it comes with stalwart champion for Machine Learning and abysmal Learning and the springy numerical computation core is used across many other scientific domains.

    For more details, you can check the TensorFlow web site.

    TensorFlow™ Serving is a flexible, high-performance serving system for Machine Learning models, designed for production environments. It makes it effortless to deploy fresh algorithms and experiments while keeping the very server architecture and APIs. It furthermore provides out-of-the-box integration with TensorFlow models but can exist easily extended to serve other types of models and data.

    For more details, you can check the TensorFlow Serving web site.

    About SAP HANA External Machine Learning (EML)

    The integration of Google TensorFlow within SAP HANA is based on the SAP HANA Application role Library (AFL), signification that you Have now the capacity to interact with your TensorFlow models from within SQLScript executed in SAP HANA.

    Using Google's gRPC remote procedure call, SAP HANA will access models exported in the SavedModel format from the TensorFlow Serving system.

    Here is a quick diagram explaining the interactions:

    For more details, you can check the SAP HANA External Machine Learning Library (EML) documentation.

    Installing SAP HANA EML, TensorFlow, and TensorFlow Serving

    The SAP HANA External Machine Learning (EML) library is fragment of the SAP HANA, express edition downloadable package, so there is no trick here around its installation. You can simply follow the installation guide.

    Regarding TensorFlow and TensorFlow Serving, you can install directly on your SAP HANA, express edition server or any other machine.

    But here is the "trick."

    If you resolve to install TensorFlow Serving on a SUSE Linux Enterprise or Red Hat Enterprise Linux system (which are the officially supported platforms for SAP HANA, express edition), you will need to compile it from the ground.

    If you resolve to install it on SAP HANA, express edition downloadable virtual machines, then you are furthermore using SUSE Linux Enterprise, so you will need to compile it too.

    And if you want to install it on Debian/Ubuntu distributions, the installation is pretty straightforward, it is as simple as something like:

    apt-get install tensorflow-model-server

    For circumstantial step by step setup instructions, I produced the following tutorial that guides you through the process:

    This tutorial cover Debian/Ubuntu distributions, SUSE Linux Enterprise and Red Hat Enterprise.

    The TensorFlow SavedModel Format Explained

    When exposing your TensorFlow models in TensorFlow Serving for SAP HANA consumption, you need to rescue them using the SavedModel format as documented in the SAP HANA EML documentation.

    You need to pay a particular attention to the model Signature definition, especially the shapes used for the input and output elements.

    The following 2 examples will highlight some of the common situations you will need to address when using content available on the TensorFlow site.

    Image Retraining

    For the Image Retraining scenario, here is the default signature definition that will exist generated when using the provided retrain script:

    The given SavedModel SignatureDef contains the following input(s): inputs['image'] tensor_info: dtype: DT_FLOAT shape: (-1, 299, 299, 3) name: Placeholder:0 The given SavedModel SignatureDef contains the following output(s): outputs['prediction'] tensor_info: dtype: DT_FLOAT shape: (-1, 5) name: final_result:0 Method name is: tensorflow/serving/predict

    You can remark that there is an input tensor ( and an output tensor (prediction).

    The input tensor has the following shape (-1, 299, 299, 3), which a rank 4 shape, a 4 dimensions input.

    In other words, you can limn the input as a vector where each vector entry is a 299 by 299 table (representing the 299 by 299 pixels of the input image) where each table cell represents a vector of 3 floats elements (representing the 3 RGB colors).

    You can check the following link for more details about Tensor dtype and shape.

    However, SAP HANA EML only champion input tensors of rank two at most which match a table or matrix form.

    Therefore, I've added some steps in my tutorial to intricate how to add a progression of steps that process a raw image blob represented as a string and transforms it into the expected shape.

    The following signature will then exist generated:

    The given SavedModel SignatureDef contains the following input(s): inputs['inputs'] tensor_info: dtype: DT_STRING shape: (-1) name: RawJPGInput:0 The given SavedModel SignatureDef contains the following output(s): outputs['classes'] tensor_info: dtype: DT_STRING shape: (-1, 5) name: index_to_string_Lookup:0 outputs['scores'] tensor_info: dtype: DT_FLOAT shape: (-1, 5) name: TopKV2:0 Method name is: tensorflow/serving/predict

    With this signature, to process a SAP HANA EML muster for this model, you will provide:

  • one input table/view with one column that represents the image raw blob
  • one output table with ten float columns (5 for the classes and 5 for the scores)
  • Iris Classification Problem

    With the Iris classification problem, the original script doesn't actually involve a rescue function.

    In most content available online, you will exist advised to rescue your models using the "parse example" API and define the serving input receiver fancy this:

    def serving_input_receiver_fn(): feature_spec = tf.feature_column.make_parse_example_spec(feature_columns) recur tf.estimator.export.build_parsing_serving_input_receiver_fn(feature_spec)()

    At the end, the input signature will desist up fancy this:

    inputs['inputs'] tensor_info: dtype: DT_STRING shape: (-1) name: input_example_tensor:0

    The Iris model actually uses four input floats to limn the Petal and Sepal width and length.

    Where did they vanish if now it expects only one string?

    Here is the saved model graph for the Iris model with the "parse example" API:

    When using the "parse example" API, it assumes that you will exist using tf.train.Example Protobuf objects as an input.

    A tf.train.Example Protobuf object contains a Features object, which contains a map of Feature, which is a list float (FloatList), byte (ByteList), or integer (Int64List).

    The tf.train.Example Protobuf objects are not supported by SAP HANA EML.

    Instead, you will need to rescue the model using the raw tensors and yield a model graph that looks fancy this instead:

    You can achieve that with a piece of code fancy this:

    # Define the input receiver spec feature_spec = { 'PetalLength': tf.placeholder(dtype=tf.float32, shape=[None,1], name='PetalLength'), 'PetalWidth' : tf.placeholder(dtype=tf.float32, shape=[None,1], name='PetalWidth'), 'SepalLength': tf.placeholder(dtype=tf.float32, shape=[None,1], name='SepalLength'), 'SepalWidth' : tf.placeholder(dtype=tf.float32, shape=[None,1], name='SepalWidth'), } # Define the input receiver for the raw tensors def serving_input_receiver_fn(): recur tf.estimator.export.build_raw_serving_input_receiver_fn(feature_spec)()

    Which will desist up generating the following signature:

    The given SavedModel SignatureDef contains the following input(s): inputs['PetalLength'] tensor_info: dtype: DT_FLOAT shape: (-1, 1) name: PetalLength:0 inputs['PetalWidth'] tensor_info: dtype: DT_FLOAT shape: (-1, 1) name: PetalWidth:0 inputs['SepalLength'] tensor_info: dtype: DT_FLOAT shape: (-1, 1) name: SepalLength:0 inputs['SepalWidth'] tensor_info: dtype: DT_FLOAT shape: (-1, 1) name: SepalWidth:0 The given SavedModel SignatureDef contains the following output(s): outputs['predicted_class_id'] tensor_info: dtype: DT_INT64 shape: (-1, 1) name: dnn/head/predictions/ExpandDims:0 outputs['probabilities'] tensor_info: dtype: DT_FLOAT shape: (-1, 3) name: dnn/head/predictions/probabilities:0 Method name is: tensorflow/serving/predict

    With this signature, to process a SAP HANA EML muster for this model, you will provide:

  • four distinct input tables/views with one column each that represents the Petal and Sepal width and length (it will exist using the tensor alphabetical order, as in the signature order)
  • one output table with four columns, one integer column for the predicted class id and three floats for the classes probability
  • As you can notice, each input is using a distinct table/view, whereas outright the outputs are stored into a lone table.

    Note: DT_INT64 nature is not supported with SPS02 or prior, you will need to cast it to a DT_FLOAT type

    Serve a TensorFlow Model in SAP HANA, Express Edition

    Now, let's deploy a TensorFlow model and consume it in SAP HANA, express edition!

    Actually, it's not going to exist one, but two models that I Have content available for. One that uses the well know Iris Flowers dataset and one that process Flowers images.

    The conception with the second model was to demonstrate how a blob representing an image stored in SAP HANA could exist processed thru the EML library.

    And here are the tutorial links:

    You can, of course, exhaust a different set of images to retrain your ImageNet model.

    Executing an EML muster is no different from other AFL call. Here is the specimen for Iris:

    SET SCHEMA EML_DATA; -- Define table types for iris CREATE nature TT_IRIS_PARAMS AS TABLE ("Parameter" VARCHAR(100), "Value" VARCHAR(100)); CREATE nature TT_IRIS_FEATURES_SEPALLENGTH AS TABLE (SEPALLENGTH FLOAT); CREATE nature TT_IRIS_FEATURES_SEPALWIDTH AS TABLE (SEPALWIDTH FLOAT); CREATE nature TT_IRIS_FEATURES_PETALLENGTH AS TABLE (PETALLENGTH FLOAT); CREATE nature TT_IRIS_FEATURES_PETALWIDTH AS TABLE (PETALWIDTH FLOAT); CREATE nature TT_IRIS_RESULTS AS TABLE ( -- when SPS02 or prior, compose PREDICTED_CLASS_ID nature FLOAT instead of INTEGER PREDICTED_CLASS_ID INTEGER, PROBABILITIES0 FLOAT, PROBABILITIES1 FLOAT, PROBABILITIES2 FLOAT ); -- Create description table for procedure creation CREATE COLUMN TABLE IRIS_PROC_PARAM_TABLE ( POSITION INTEGER, SCHEMA_NAME NVARCHAR(256), TYPE_NAME NVARCHAR(256), PARAMETER_TYPE VARCHAR(7) ); -- Create the result table CREATE TABLE IRIS_RESULTS fancy TT_IRIS_RESULTS; -- Drop the wrapper procedure CALL SYS.AFLLANG_WRAPPER_PROCEDURE_DROP(CURRENT_SCHEMA, 'IRIS'); -- Populate the wrapper procedure parameter table INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (1, CURRENT_SCHEMA, 'TT_IRIS_PARAMS' , 'in'); INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (2, CURRENT_SCHEMA, 'TT_IRIS_FEATURES_PETALLENGTH' , 'in'); INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (3, CURRENT_SCHEMA, 'TT_IRIS_FEATURES_PETALWIDTH' , 'in'); INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (4, CURRENT_SCHEMA, 'TT_IRIS_FEATURES_SEPALLENGTH' , 'in'); INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (5, CURRENT_SCHEMA, 'TT_IRIS_FEATURES_SEPALWIDTH' , 'in'); INSERT INTO IRIS_PROC_PARAM_TABLE VALUES (6, CURRENT_SCHEMA, 'TT_IRIS_RESULTS' , 'out'); -- Create the wrapper procedure CALL SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('EML', 'PREDICT', CURRENT_SCHEMA, 'IRIS', IRIS_PROC_PARAM_TABLE); -- Create and populate the parameter table CREATE TABLE IRIS_PARAMS fancy TT_IRIS_PARAMS; INSERT INTO IRIS_PARAMS VALUES ('Model', 'iris'); INSERT INTO IRIS_PARAMS VALUES ('RemoteSource', 'TensorFlow'); INSERT INTO IRIS_PARAMS VALUES ('Deadline', '10000'); -- Create the input views CREATE VIEW IRIS_FEATURES_SEPALLENGTH AS SELECT SEPALLENGTH FROM TF_DATA.IRIS_DATA ORDER BY ID; CREATE VIEW IRIS_FEATURES_SEPALWIDTH AS SELECT SEPALWIDTH FROM TF_DATA.IRIS_DATA ORDER BY ID; CREATE VIEW IRIS_FEATURES_PETALLENGTH AS SELECT PETALLENGTH FROM TF_DATA.IRIS_DATA ORDER BY ID; CREATE VIEW IRIS_FEATURES_PETALWIDTH AS SELECT PETALWIDTH FROM TF_DATA.IRIS_DATA ORDER BY ID; -- muster the TensorFlow model CALL IRIS (IRIS_PARAMS, IRIS_FEATURES_PETALLENGTH, IRIS_FEATURES_PETALWIDTH, IRIS_FEATURES_SEPALLENGTH, IRIS_FEATURES_SEPALWIDTH, IRIS_RESULTS) WITH OVERVIEW; Conclusion

    Adding TensorFlow to their stack opens a huge set of capabilities including the capacity to process images, videos and other nature of "unstructured" content fancy text.

    You can furthermore exhaust it for let's train more classic models fancy with the Iris dataset.

    Again ( and sorry for repeating myself), what you really to pay attention to is the signature input and output elements where the SAP HANA EML invoke some restrictions with the shape dimensions on the both the input and output.

    A huge thank you to Burkhard Neidecker-Lutz, Former Member and Christoph Morgen from the SAP HANA engineering team for their champion when producing this content.


    5 Things To Know About the leavening 9000 Expansion | killexams.com actual questions and Pass4sure dumps

    Today they announced two ample additions to their leavening 9000 family. The leavening 9200 switch and the leavening 9800 wireless LAN controller. If you’re in the networking space, you’ll find a lot to fancy about these products. Several interlinked teams at Cisco worked for several years to bring them to you, and I’m supercilious of outright of them.

    But there are a few key reasons I savor these products, which I want to share.

    1. One OS for EverythingFrom the ultra-high-capacity leavening 9500 Core switch that anchors the leavening 9000 line, to the fresh leavening 9200 access switch for arm offices and the mid-market, to the completely fresh leavening 9800 Wireless LAN Controller, they Have one operating system that runs them all.

    IOS XE, which they first rolled out in 2017 on the leavening 9000, is the latest upgrade of Cisco’s core operating system. It is modular, programmable, and supports the complete capabilities of their fresh Intent-based networking controller, DNA Center. That means that with one simple user interface, you can automate, set policy, provide security, and gain assurance across your entire wired and wireless network fabric, from the most far-flung arm or campus to your most central core system.

    Each leavening 9000 device is built from the ground up for intent-based networking. Their leavening 9200 switch is accessible to fresh installations, but leverages the world-class switching capability (and the ASIC architecture) from the rest of the leavening 9000 family.

      leavening 9200 switch (glass top)

    The leavening 9800 uses everything they know about wireless networking– based on over 15 years of refining the WLCs and access points that the world trusts – and combines it with the world’s most secure, scalable and resilient network device operating system.

    2. A zeal for User ExperienceFrom buying to installing to managing, we’ve refined every fragment of the leavening 9000 owner experience.

    Our fresh subscription-based model aligns their success with their customers’.  Their teams are passionate about providing consistently-improving capabilities, to champion up with the changing demands of business. They want to effect more than just sell you a box. Their fresh leavening 9000 products are built to continuously deliver fresh innovation through software. Since they shipped the first leavening 9000, we’ve added substantial fresh capabilities to it, fancy IoT integration and an embedded wireless controller.

    We are making it easier to exhaust advanced networking capabilities than in the past, too. outright the leavening 9000 products, from the fresh leavening 9200 arm switch to the cloud-based leavening 9800 wireless controller, can exist managed through the DNA hub console.

    Networking is involved enough by itself. We’re sober about simplifying the sustain with forward products so you can focus on your overall network, not on individual infrastructure devices.

    3. Ready for the Software FutureNetworking innovation today moves at the pace of software. So effect their fresh devices. For example, network macro- and micro-segmentation, a key instrument for keeping networks and users safe from obnoxious actors and stopping the proliferation of threats, runs across outright the products in a leavening 9000-based fabric, controlled directly from a Cisco DNA hub controller. They furthermore champion Assurance, a software capability that can provide visibility into your network so you can ensure it’s doing what you intend for it to do. And they exhaust advanced analytics to alert you to network threats as they arise, even if they are in encrypted traffic, thanks in fragment to their integration with Cisco TALOS threat intelligence.

    DNA hub supports an expanding library of APIs, so their partners and customer can build even more application and exhaust cases on top of their automated networks. We’re creating content and tools to succor network operators toil with these programmable features.

    And for the first time, we’re furthermore releasing a software version of one of their key leavening 9000 capabilities. The leavening 9800 wireless controller is available not just in a new, high-performance chassis that you can shun on-premise, but furthermore as a software addition that can exist shun on select leavening 9000 switches, or even in a private or public cloud.

    4. Always OnNetworking isn’t just a business function. As with electric power, people reckon on connections to live. Their products are based on providing continuous, consistent, and fail-safe networking to outright users.

    Nearly outright the leavening 9000 progression products champion burning patching, so you can install censorious updates without affecting user access; the leavening 9800 wireless controller will even manage rolling updates of WiFi access points, so no fragment of an installation is ever without a serviceable wireless signal.

    Our leavening 9200, 9300, and 9400 switches furthermore champion Perpetual Power Over Ethernet, to compose certain that even if a switch is rebooted, outright devices relying it for electrical power will sojourn up. The switches themselves furthermore champion high-reliability features fancy redundant fans and power supplies across the portfolio.

    We will exist bringing more enterprise-grade High-Availability features to their leavening 9000 line with future updates.

    5. It’s their Life’s WorkThis is what I really want people to know: These leavening 9000 products are new, but they’re not. They’re based on more than 30 years of sustain edifice networks. Their engineering teams are made up of people who literally designed core networking protocols used around the world. They champion these people sedulous and challenged, and that’s why Cisco engineers attend to sojourn at Cisco longer than employees at any other technology company.

    We champion them fresh by making their toil challenging — fancy asking them to reinvent networking.  We are constantly on the lookout for fresh talent, and fresh companies that address technology issues in fresh ways. That’s why they Have acquired world-class companies in wireless technology, SD-WAN, security, and application-level networking tools, to name a few.

    We sojourn immediate to their customers in outright industries – such as retail, healthcare, education, high-tech, government, manufacturing, and service provider – to compose certain they learn the challenges that each industry faces, and to exist certain they can innovate to succor them deliver on their business goals.

    The result? Roughly half of the world’s network access ports connect to a leavening product. I cannot open to express how seriously they Take the responsibility of keeping these networks running, and keeping the companies who shun them up to date, competitive, and efficient.

    The leavening 9000 line is their best toil ever. You can learn more about the newest members of the family here.

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    References :


    Dropmark : http://killexams.dropmark.com/367904/11582464
    Wordpress : http://wp.me/p7SJ6L-N1
    Issu : https://issuu.com/trutrainers/docs/920-221
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    Blogspot : http://killexams-braindumps.blogspot.com/2017/11/never-miss-these-hp0-921-questions.html
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    weSRCH : https://www.wesrch.com/business/prpdfBU1HWO000ZMLH
    Google+ : https://plus.google.com/112153555852933435691/posts/e9oHnBYFdZa?hl=en
    Calameo : http://en.calameo.com/books/0049235268caa23e0bd30
    publitas.com : https://view.publitas.com/trutrainers-inc/review-hp0-921-real-question-and-answers-before-you-take-test
    Box.net : https://app.box.com/s/zb7k6k7e64njtwnpdif0ws6rms8h85gr
    zoho.com : https://docs.zoho.com/file/5psib1055c1ab996a450bbcc391c5261fa661






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