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MB5-626 C5 4.0 Programming

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MB5-626 exam Dumps Source : C5 4.0 Programming

Test Code : MB5-626
Test designation : C5 4.0 Programming
Vendor designation : Microsoft
: 99 real Questions

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Microsoft Microsoft C5 4.0 Programming

Crate.io accelerates industry 4.0 and Manufacturing IIoT Initiatives on Azure with Microsoft Co-promote equipped repute | killexams.com real Questions and Pass4sure dumps

December 13, 2018 10:forty four ET | supply: Crate.io

SAN FRANCISCO, Dec. 13, 2018 (GLOBE NEWSWIRE) -- Crate.io, developer of CrateDB, a leading SQL records platform for precise-time machine records and IoT applications, nowadays introduced it has earned Co-promote in a position fame through the Microsoft One industrial associate (OCP) software for its CrateDB Cloud for Azure IoT answer. Named a “Cloud Enabler” in Microsoft’s 2017 Berlin boom Accelerator, Crate.io now gains access into Microsoft’s network of reseller and channel companions for amplified alternatives and integration with focused customers worldwide.

“nowadays’s announcement builds on a long legacy of shut collaboration between Crate and Microsoft and supports their dedication to beget confident that the trade four.0 transition goals of the area’s top producers are met,” observed Christian Lutz, CEO of Crate.io. “We peer forward to working intently with Microsoft and its wide ecosystem of global companions to be confident that their mutual purchasers are able to build their statistics to work.”

CrateDB is intently built-in with Microsoft Azure IoT Hub and lets users build facts to travail in true-time by using offering time succession monitoring capabilities whereas enabling facts analytics on the extraordinarily tremendous, lengthy-term, knotty records units seen in Industrial IoT. CrateDB taste Hubs Connector allows users to route information from Microsoft Azure IoT Hub or adventure Hubs without delay to CrateDB. This, combined with the database’s rapid ingest and particularly-flexible time succession queries, gives builders industrial-electricity time collection database capabilities on Microsoft Azure which are lots greater scalable and more suitable than other options. CrateDB Cloud extends the capabilities of Time succession Insights into huge industrial use-situations.

“Crate.io is Alumni of Microsoft Scale Up and they eagerly welcome Crate.io to their community of Co-sell in a position solution suppliers, and look ahead to assisting them accelerate adoption of CrateDB Cloud for Azure IoT,” talked about Iskender Dirik, MD Microsoft Scale Up Berlin. “together Azure and Crate allow solutions for their purchasers and companions to rapidly adopt IoT options that store them time and funds, increase safety and optimize efficiencies.”

The CrateDB is peculiarly utilized in giant scale IIoT initiatives, for instance for statistics pushed manufacturing, where huge amounts of facts should be captured, analysed and made available in a wide variety of formats in real time.

ALPLA, Inc., a number one global manufacturer of plastic packaging products for Henkel, Coca Cola, Unilever and different brands, is the utilize of the platform to be confident that its typical manufacturing facility machine effectiveness (OEE) is optimized. ALPLA operates one hundred eighty factories globally and information from tens of hundreds of sensors, with 900 different types per factory, is fed into the platform and allows data pushed real time optimization throughout every bit of factories connected. The righteous time detection of construction problems makes it workable for the initiation of applicable measures and superior analytics permit prediction of traits.

“through the utilize of the Crate computing device records Platform to compile and anatomize sensor records from every bit of their manufacturing facility machine in precise time, they can truly direct americans on the ground to the ‘hot spots’ and with that, enrich the waste rate and effectivity of creation, pointed out Philipp Lehner, well-liked supervisor of ALPLA.

The Microsoft Co-promote program is a key advantages of attaining Gold status with Microsoft Go-To-Market capabilities. The Co-promote software connects companies with Microsoft’s global salesforce and substances to power commercial enterprise sales and interact with line-of-enterprise leaders. as a course to be eligible for the program, Crate.io submitted client references and documentation to demonstrate its competency and skill to provide good-notch enterprise options around the globe.

For greater assistance on CrateDB enterprise and Crate.io laptop facts Platform, delight talk over with https://crate.io/items/.

About MicrosoftMicrosoft (Nasdaq “MSFT” @microsoft) allows for digital transformation for the term of an sagacious cloud and an sagacious aspect. Its mission is to empower each adult and each company on earth to obtain more.

About Crate.ioCrate.io develops data management solutions that aid organizations build IoT and desktop information to work. CrateDB is an open supply distributed database providing the scalability and performance of NoSQL with the vigour and ease of average SQL. The Crate.DB Cloud for Azure IoT is a turnkey records layer, offered as a hosted cloud provider on Azure, enabling faster development of IoT platforms and statistics-driven sensible factories. Crate.io is headquartered in San Francisco with places of travail in Berlin, ny city, and Dornbirn, Austria.


Microsoft surface Studio 2 is a wondrous machine for creatives who can fill enough money it | killexams.com real Questions and Pass4sure dumps

wonderful • expansive 28-inch screen • appealing • minimal design • All-in-one digital studio • with touchscreen Intimidatingly extreme expense • huge exchange for Apple loyalists • no longer a tremendous development from first gen The surface Studio 2 is a wondrous gadget that stakes a daring pretense for Microsoft as a brand for artists and creatives, asking a elevated cost in return.

A digital artist’s workspace is an expression of their inventive manner. The positioning of screens, design of canvases and programming of shortcut keys replicate the character and events of the particular person consumer. It’s a very very own factor, and finding the amend vigorous is vital.

As an illustrator working out of Mashable's long island headquarters, my job is to create long-established paintings, picture composites, pix and animation to chaperone the stories on their website and throughout their numerous convivial channels. lots of the time that you can locate me immersed in one of Adobe's suite of apps, be it Photoshop, Illustrator, or After effects.

typically i utilize a MacBook professional attached to a 27-inch Apple Thunderbolt monitor, but I draw on a 22-inch Wacom Cintiq interactive screen. The Cintiq is the closest taste to drawing on paper that I’ve seen a digital array supply, and so far as I’m worried, Wacom runs the online game on pen-enter shows. 

So it would squawk an immoral lot that I jumped at the possibility to leave at the back of my day by day travail setup (and macOS) for a casual to consume the brand unusual floor Studio 2 for a check power. I imply, study it. Wouldn’t you?

The expansive, crystal-clear 28-inch screen creates an incredible sense of immersion.

The expansive, crystal-clear 28-inch array creates a exotic feel of immersion.

picture: Zlata Ivleva/Mashable

I already had the casual to disburse some time with the first-technology model early final year, the utilize of it as my main machine for travail for roughly two weeks. I organize it miraculous, if expensive.

Is the unusual model a huge step up? now not definitely, but it didn’t requisite to be. The floor Studio — with its expansive touchscreen and multifarious "zero gravity" hinge that lets you travel from video array to easel effortlessly — changed into already Microsoft’s top-quality desktop for creatives, and the latest mannequin has quicker processors to accelerate up workflow for designers and artists. Microsoft added a USB-C port to the rear, and the monitor has amped-up brightness and distinction settings. amazing, meet extra gorgeous.

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the bottom model runs an eighth-gen Intel Core i7 processor; it has 1TB of storage, 16GB of RAM, and an NVIDIA GeForce GTX card for images. That’s a step up from the outdated model’s 8GB RAM base model, and it potential a far better nascence fee tag of $3,499. 

The midrange model I labored on, with 32GB of RAM, goes for $four,199, and a totally kitted-out 2TB surface Studio will set you lower back $4,799. That’s the expense you pay for VR capability.

At the rear of the base you’ll find four USB-2 ports, a USB-C port, a gigabit Ethernet port, an SD card slot, and a headphone jack.

at the rear of the base you’ll find 4 USB-2 ports, a USB-C port, a gigabit Ethernet port, an SD card slot, and a headphone jack.

image: ZLATA IVLEVA/MASHABLE

At a cost component relish that, creatives greater beget confident this is the all-in-one machine they want. So is it value it? And is the journey revelatory enough to tempt artists faraway from Apple, which has lengthy been the brand when it comes to creatives?

identical glowing hardware

Drawing on the Surface Studio 2.

Drawing on the floor Studio 2.

image: ZLATA IVLEVA/MASHABLE

well, I’ll squawk this: It appears relish the variety of gear Apple should be making. The surface Studio is fascinating. The 28-inch real colour sRGB touchscreen is brilliant and vibrant, and the 3:2 aspect ratio makes it believe expansive and immersive. With a pixel density of 192 ppi, the array is crystal-clear, and there’s nonetheless some thing marvelous about zooming in on textual content and seeing it blow as much as massive scale whereas staying razor-sharp. 

Oh, also, did I mention it’s a 28-inch touchscreen? With touch, even mundane activities relish sifting via files or scrolling Twitter develop into a tactile event. palpate controls similar to pinch-and-zoom feel effortless and herbal in a program relish Photoshop, the Place I watch to rotate the canvas plenty. I ignored that variety of tactile manage of my travail after I moved returned to my Cintiq.

Touch comes in handy when you  requisite to rotate a canvas or zoom in quickly in Photoshop, but it's not a necessary feature in video editing programs  relish After Effects.

contact is useful should you should rotate a canvas or zoom in rapidly in Photoshop, but it surely's not a quintessential function in video enhancing programs relish After consequences.

image: ZLATA IVLEVA/MASHABLE

That pointed out, palpate controls accomplish not lend themselves to Illustrator or video modifying software quite so neatly. My animator colleagues fill been not as enticed as i used to be.

meanwhile, the simplicity of the commercial design can’t be overstated. the unique screen is held up by means of the relative zero-gravity hinge that means that you can effortlessly adjust its attitude to your liking. There’s no locking mechanism relish on the Cintiq, but provided that you don’t press too hard with the surface Pen, you should definitely be fine working at separate angles devoid of inadvertently budging it.

I usually worked on the Surface Studio in artboard mode, at about a 45-degree angle.

I always labored on the floor Studio in artboard mode, at a few 45-diploma angle.

graphic: ZLATA IVLEVA/MASHABLE

The Studio is a imposing device to read the morning information on in its upright and vertical place, and it could actually additionally equivocate essentially flat on your desk in drawing-table mode. I favourite to travail someplace in between: round a forty five-diploma perspective. 

So yes, it appears tremendous, however the magic of the surface Studio is how the hardware appears to vanish once you’re using it. The array is so thin and lightweight, and so expansive, that it appears to levitate before you, occupying your complete container of vision. It just draws you in.

With touch, even mundane programs  relish Google Maps become immersive and tactile experiences.

With contact, even mundane classes relish Google Maps develop into immersive and tactile experiences.

photo: ZLATA IVLEVA/MASHABLE

It’s likewise value noting the minimalism and (relative) cleanliness the surface Studio delivered to my desk. Between vigour cords, HDMI and DVI cables, dongles and USB-C adapters, I counted about six quintessential cables cluttering my regularly occurring workspace. compare that to the unique dash twine protruding from the rear of the Studio’s heavy, flat grey base. 

on the rear of the bottom you’ll likewise find 4 USB-2 ports, a USB-C port, a gigabit Ethernet port, an SD card slot, and — gasp — a headphone jack. 

Studio add-ons

The Surface Pen is a serviceable stylus, but I'd  relish to  survey how different tips might  help its performance.

The floor Pen is a serviceable stylus, however i would want to survey how different guidance could enhance its efficiency.

photograph: ZLATA IVLEVA/MASHABLE

As for that floor Pen, I’m now not utterly sold. I nevertheless opt for the softer, chunkier construct and programmable buttons of the Wacom line over slimmer styluses relish the floor Pen or even the Apple Pencil, however your mileage may additionally differ. 

I likewise organize myself craving for a unique stylus tip, as the default Pen on the assessment model felt a shrimp excessive-friction, causing some drag and jitter. luckily, Microsoft sells a set of interchangeable nibs with variable levels of friction, and i’ll bet one of those might solve my issue. 

One first-rate aspect: magnetizing either side of the surface Studio monitor makes it handy to store the Pen so it doesn’t finally quit up lost or buried somewhere to your desk — which happens with my Cintiq greater than I’d relish to admit.

Magnetizing both sides of the screen makes it  effortless to store the Surface pen,  signification you'll never be fumbling on your desk to find where you  build it.

Magnetizing each side of the array makes it convenient to store the surface pen, signification you are going to on no account be fumbling to your desk to ascertain where you Place it.

photo: ZLATA IVLEVA/MASHABLE

The surface Studio’s mouse nonetheless feels low priced, effortless and plasticky, but the Bluetooth keyboard is pleasant. I discovered the most suitable placement is to the side, so it doesn’t derive squashed when the disclose lies flat. 

the primary floor Studio’s unveiling coincided with the hype for the floor Dial. This newfangled peripheral changed into supposed to be paired with the Studio, although it offered separately. I discovered the surface Dial to be clunky and redundant closing 12 months. 

This yr the Dial turned into now not partake of my review procedure, and i’m satisfied to file I didn't miss it. partake of the joy of the floor Studio is its hands-on nature, so I find it really works most efficient with as few peripherals as possible. however once again, your journey may vary, and the Dial has loads of potential integrations that could beget it a video game-changer in the future.

The Studio is a  remarkable device to read the morning  intelligence on in its upright and vertical position, and it can  likewise  equivocate nearly flat on your desk in drawing-table mode.

The Studio is an outstanding machine to examine the morning information on in its upright and vertical position, and it may well likewise equivocate just about flat for your desk in drawing-desk mode.

picture: ZLATA IVLEVA/MASHABLE

Is the rate tag a barrier? maybe, however a probably the greatest 21-inch iMac sells for $1,499, and a Wacom Cintiq professional of related dimension to the floor Studio (and with palpate skill) is $1,999. And for now, in case you requisite a touchscreen computer that runs macOS, the handiest option is to beget utilize of a third-birthday party dongle for you to output your Mac's screen to an iPad professional. 

That mentioned, the hardware does not every bit of the time beget the artist and you'll nevertheless build collectively a superbly functional and low cost studio for under the one of the best from Microsoft or Apple. 

but when you might fill saved up, locate a means to disburse some time with the surface Studio. it be immersive, particularly performant, and places your total tools in a unique machine. 5 minutes may beget you a believer.

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Microsoft Introduces enterprise ready Licensing and trade in a position Enhancement blueprint for Microsoft Dynamics | killexams.com real Questions and Pass4sure dumps

REDMOND, Wash. — July 10, 2006 — Microsoft Corp. nowadays introduced the trade in a position Licensing model and the company capable Enhancement blueprint for Microsoft Dynamics™ that introduces simplifications and improvements in cost to the licensing and renovation programs for its Microsoft Dynamics company management solutions.

business able Licensing streamlines pricing for Microsoft Dynamics solutions — Microsoft Dynamics AX, Microsoft Dynamics GP, Microsoft Dynamics NAV and Microsoft Dynamics SL — through relocating from a pricing model in keeping with a total bunch of modules and granules to a brand unusual model based mostly essentially on the variety of concurrent clients who really utilize the application. This unusual model has three basic offerings: Microsoft Dynamics trade essentials, Microsoft Dynamics advanced management and Microsoft Dynamics advanced administration business. they are based mostly essentially on ordinary functionality and signify a value reduction for a typical entry-degree configuration, doing away with tons of the complexity of licensing enterprise useful resource planning software. Designed to boost cost for consumers through the life of their product answer, the brand unusual Enhancement blueprint represents a global maintenance application for Microsoft Dynamics options and introduces unusual advantages such as transition investment credit, limitless on-line practicing courses for purchasers, and resources to associate shoppers with the Microsoft Dynamics group.

business in a position Licensing and Enhancement blueprint give consumers with a compelling option to boost the cost of their investments in Microsoft® know-how, lower the entry barrier to Microsoft Dynamics solutions, boost customer productivity and evolve with the lifetime of their company, presenting accelerated confidence in their alternative and enabling them to realize the total skills of their Microsoft Dynamics answer.

“enterprise ready Licensing and Enhancement blueprint enable us to convey extra value to their valued clientele whereas streamlining their offerings,” observed Tami Reller, company vice president of the trade options marketing group at Microsoft. “These unusual classes further increase an industry-main song listing of delivering options for the individuals-ready company and their persevered commitment to provide companions and purchasers elevated value and adaptability to meet their specific trade needs.”

Maximizing the cost of investment in Microsoft know-how

Microsoft Dynamics trade partners are excited about the introduction of enterprise equipped Licensing because they'll profit through a discount in pre- and publish-sales administrative efforts associated with the complexity of maintaining and selling assorted product modules. it's going to enable them to power larger revenue quantity via a transparent and simplified customer adventure.

“consumers requisite less complexity and a licensing program it truly is primary and transparent and gives them more cost for their funds,” famous Cornelis Bosch, vice president of trade development at To-enhance, a Microsoft Dynamics trade accomplice. “company equipped Licensing offers the privilege stability between simplicity and suppleness with the aid of offering shoppers a extremely transparent and transparent pricing model that no longer only simplifies their buy preference but additionally lowers the entry barrier for them to select the amend trade retort for his or her particular needs.”

customers will additionally improvement from increased functionality and simplicity supplied with the aid of enterprise equipped Licensing through its unusual packaging that contains the following:

  • Microsoft Dynamics enterprise necessities version. This providing is an integrated, potent economic and supply chain administration retort it's designed for businesses that want a core economic administration and trade solution in an endeavor to enable them to simply scale as their enterprise grows.

  • Microsoft Dynamics superior management edition. superior administration version is the preferred retort for becoming shoppers who requisite advanced, totally purposeful monetary and accounting programs and who are trying to find an adaptive solution to control advanced procedures for their financials, provide chain management, manufacturing and assignment accounting needs. It likewise helps them achieve the Important thing enterprise intelligence and reporting required to manipulate their firm.

  • Microsoft Dynamics advanced management business. For groups with advanced wants, advanced management commercial enterprise extends the superior management version by using featuring a loaded set of superior give chain management, container provider, configuration, manufacturing and structure capabilities on a flat-charge groundwork.

  • moreover, Microsoft Dynamics CRM consumer relationship management performance may be covered on the Microsoft enterprise options cost lists over the subsequent one year, nascence with Microsoft Dynamics GP.

    enterprise capable Licensing is focused on unusual purchasers. purchasers now not licensed beneath company in a position Licensing nowadays will fill the preference to live on their latest licensing mannequin (modular-based licensing) or beget the transition to trade equipped Licensing when it makes taste for them.

    stronger productiveness and self credit in alternative

    the brand unusual Enhancement blueprint announced today presents consumers the value they are trying to find of their maintenance investment. This unusual blueprint is designed to be confident that customers are confident of their alternative every step of how as they plan, install, use, hold and upgrade their Microsoft Dynamics solutions. the brand unusual blueprint could be delivered globally to serve consumers derive probably the most from their Microsoft Dynamics solutions and meet the changing needs of their enterprise. besides a group of globally constant merits and guidelines, Microsoft is supplying unusual benefits to every bit of Microsoft Dynamics consumers which are current on their upkeep plan:

  • limitless on-line practicing merits. These unusual advantages may be available for every bit of purchasers enrolled within the Enhancement Plan, obtainable globally:

  • E-lessons. precise ideas on particular subject areas reminiscent of product modules. lore got is comparable to that introduced in lecture rooms.

  • Courseware/practising manuals. can be used as a peer at device or a computing device reference.

  • Courseware extensions. Addenda obtainable for chosen courseware titles, providing content on local functionality within a given country.

  • “What’s New?” practicing manuals/courseware. training on the variations in elements and functionality between product versions.

  • getting to know plans. highway maps that serve people with ease locate the practising they want and description every training and certification alternative purchasable for every module.

  • Transition investment credit score. This unusual improvement for purchasers the utilize of Microsoft Dynamics AX, Microsoft Dynamics GP, Microsoft Dynamics NAV and Microsoft Dynamics SL makes it workable for purchasers to exercise one hundred percent of their Microsoft Dynamics license funding towards the creep from one Microsoft Dynamics product code base to one more or enhance from one kit stage to one more (such as from ordinary to professional) within a product household. This profit gives customers the additional confidence that their investment in Microsoft Dynamics will continue to be cozy as their company wants evolve.

  • Microsoft Dynamics CustomerSource neighborhood and tools. Microsoft Dynamics will prolong its award-winning internet web site to every bit of Microsoft Dynamics clients globally who sign up in the Enhancement Plan, with additional focus of attention on localized content material and languages. CustomerSource presents product and service content material confident to the customer’s account, a searchable skills base, downloads, discussion boards, online training, intelligence and different elements, giving consumers the tools they requisite to derive extra from their Microsoft Dynamics answer.

  • Pricing and Availability

    business able Licensing blueprint is available for Microsoft Dynamics GP, Microsoft Dynamics AX, Microsoft Dynamics NAV and Microsoft Dynamics SL and will be available to buy international Aug. 1, 2006. The fee for Microsoft Dynamics enterprise necessities will nascence at $2,250 (U.S.).*

    company equipped Enhancement blueprint is accessible for Microsoft Dynamics GP, Microsoft Dynamics AX, Microsoft Dynamics NAV, Microsoft Dynamics SL and Microsoft C5. clients will start to realize one of the advantages of the unusual Enhancement blueprint with the liberate of trade in a position Licensing — and should continue to peer the extra advantages added over the next six to nine months. more information on trade equipped Licensing and Enhancement blueprint will likewise be discovered at http://www.microsoft.com/dynamics/buy/pricing.mspx.

    About Microsoft Dynamics

    Microsoft Dynamics is a line of fiscal, customer relationship and provide chain administration options that helps groups travail greater effectively. Delivered through a network of channel partners offering really expert services, these integrated, adaptable trade administration options travail relish and with generic Microsoft utility to streamline strategies across an entire enterprise.

    About Microsoft

    headquartered in 1975, Microsoft (Nasdaq “MSFT”) is the worldwide chief in software, features and solutions that assist americans and agencies realize their complete expertise.

    note to editors: in case you are interested in viewing additional information on Microsoft, delight consult with the Microsoft web web page at http://www.microsoft.com/presspass on Microsoft’s company suggestions pages. web links, telephone numbers and titles had been amend at time of booklet, however may given that fill modified. For further suggestions, journalists and analysts may likewise contact Microsoft’s rapid Response crew or other commandeer contacts listed at http://www.microsoft.com/presspass/contactpr.mspx.


    MB5-626 C5 4.0 Programming

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    MB5-626 exam Dumps Source : C5 4.0 Programming

    Test Code : MB5-626
    Test designation : C5 4.0 Programming
    Vendor designation : Microsoft
    : 99 real Questions

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    Cowboy Tennis Surfs Past Pepperdine Waves | killexams.com real questions and Pass4sure dumps

    LA JOLLA, CALIF.- Oklahoma State's men's tennis team continued its spring season on Thursday with a 4-0 conquest over Pepperdine at the La Jolla Beach & Tennis Club. 

    Thursday's victory pushed the 15th-ranked Cowboys to a 13-3 record on the season and included their third straight conquest over the Waves. 

    OSU would start off stalwart against Pepperdine as No. 38 Julian Cash and Luke Hammond recorded the first doubles win of the day, defeating Dennis Uspensky Vaise and Dane Esses, 6-3 on court one. Cash now sits tied for second Place with Oleksandr Nedovyesov for career doubles wins during the huge 12 era with 75.

    Artur Dubinski and Jurence Mendoza, secured the doubles point for the Cowboys defeating Max Mendelsohn and Yusuf Khamis in tiebreak, 7-6 (7-2).

    In singles action against Pepperdine, No. 67 Cash was the first Cowboy to tack on another point for his team, as the Brighton, England native posted a conclusive 6-2, 6-3 conquest over Uspensky.

    Just seconds later, Dubinski racked up another point for the Cowboys defeating Dane Esses on court two, 6-3, 6-2.

    Freshman Brady Draheim locked up the Oklahoma status conquest as he defeated Mendelsohn, 6-2, 1-6, 7-5. Draheim is 10-2 on the season and boasts a perfect, 5-0 record in dual action.

    The win likewise marked the 105th for coach Jay Udwadia at Oklahoma status tying him with former OSU men's tennis coach Myron Roderick for second most program wins.

    The Cowboys recur to action tomorrow in La Jolla as they compete at the prestigious Pacific Coast Doubles Championship. An OSU tandem has won the tournament each of the terminal three years.

    Keep up with every bit of things Cowboy Tennis by following @CowboyTennis on Twitter and Instagram.

    No. 15 Oklahoma status 4, Pepperdine, 0

    March 1, 2018 | La Jolla Beach & Tennis Club

    Doubles: (Order of finish 1, 3, 2)

    C1: No. 38 Hammond/Cash (OKST) def. Uspensky/Esses (PEP) 6-3

    C2: Mendoza/Dubinski (OKST) def. Mendelsohn/Khamis (PEP) 7-6

    C3: Berdusco/Pane (PEP) def. Scaglia/Theodorou (OKST),  4-6

    Singles: (Order of finish 1, 2, 6)

    C1: No. 67 Julian Cash (OKST) def. Dennis Uspensky (PEP) 6-2, 6-3

    C2: No. 84 Artur Dubinski (OKST) def. Dane Esses (PEP) 6-3, 6-3

    C3: Mathieu Scaglia (OKST) vs Brian Berdusco (PEP), 3-6, 6-4, 2-4, uf.

    C4: Jurence Mendoza (OKST) vs Yusuf Khamis (PEP), 4-6, 7-6 (7-3), uf.

    C5: Luke Hammond (OKST) vs Lautaro Pane (PEP) 6-2, 5-7, 4-2, uf.

    C6: Brady Draheim (OKST) def. Max Mendelsohn (PEP) 6-2, 2-6, 7-5


    Algorithm of the Week: Generate Music Algorithmically | killexams.com real questions and Pass4sure dumps

    What is a Markov Chain?

    The algorithm of the week is a Markov Chain. Using this technique you leverage a shrimp bit of probability to accomplish some light machine learning. In this case, input a song and fill the computer create an original travail based off the patterns you’ve taught it.

    I’ve attached a sample song. Give it a listen. I reflect you’ll be by a long shot surprised that that’s a completely computer generated song. Only somewhat… it’s not very good, but it definitely isn’t predictable and yet isn’t hubbub either.

    Click here to open the example as a .wav file

    How’d You accomplish That?!

    There’s a fairly simple computer science technique known as a “Markov Chain”. Don’t let the total reference to computer science fool you, it’s really not tough to grasp. Basically I created a table of numbers that answers the following question: When note X was played what percentage of the time were the other notes played next? So just imagine a table with every bit of of the notes from a to g# laid out on top (these are the notes that they terminal played) and vertical axis is every bit of of the identical notes but this axis represents the probability that that particular note was played next.

    Here’s a sample of what my program generates:   

    a a# b c c# d d# e f f# g g# a [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], a# [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], b [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], c [0, 0, 0, 6, 0, 1, 0, 0, 0, 0, 2, 0], c# [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], d [0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0], d# [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], e [0, 0, 0, 1, 0, 2, 0, 3, 1, 0, 0, 0], e# [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0], f [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], f# [0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 2, 0], g [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], g# [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]

    This is called an “adjancency list”. I’ve populated it with the music to Twinkle Twinkle. Let’s retort a question using it. How often does playing a C note lead to us playing another C note?

    First they peer up C on the left column and supervene the row to the column labeled C. They derive the retort 6. In order to motif out how often they play C given that they just played C though they requisite to know how many times they played a C note first. Adding up every bit of of the values in the row gets us 9. So 6/9’s of the time (or 2/3) playing a C note will lead to us playing another C note.

    Here’s the timings table (1, 1/2, 1/4, 1/8, 1/16 notes): 

    1 2 4 8 16 1 [0, 0, 0, 0, 0], 2 [0, 0, 0, 1, 0], 4 [0, 0, 3, 5, 0], 8 [0, 2, 4, 11, 0], 16 [0, 0, 0, 0, 0]

    But that’s it, that’s the magic that drives the total process. As you can see, I’m actually not storing percentages but instead just the matter of the number of times a note led to a different note. It works out to be the identical thing in the end.

    Code

    Of course they requisite to survey some code! As usual, I’ll start with the highest smooth and drill into it in more detail.

    This portion of the code records the notes for “Twinkle, Twinkle” into the music learner I create. Then I recount it to give me 100 notes based on what it’s learned:

    class MusicMatrix: def __init__(self): self._previous_note = None self._markov = MarkovBuilder(["a", "a#", "b", "c", "c#", "d", "d#", "e", "f", "f#", "g", "g#"]) self._timings = MarkovBuilder([1, 2, 4, 8, 16]) def add(self, to_note): """Add a path from a note to another note. Re-adding a path between notes will increase the associated weight.""" if(self._previous_note is None): self._previous_note = to_note return from_note = self._previous_note self._markov.add(from_note[0], to_note[0]) self._timings.add(from_note[1], to_note[1]) self._previous_note = to_note def next_note(self, from_note): recur [self._markov.next_value(from_note[0]), self._timings.next_value(from_note[1])] # Playing it comes next :) #test = [['c',4], ['e',4], ['g',4], ['c5',1]] #pysynth.make_wav(test, fn = "test.wav") musicLearner = MusicMatrix() # Input the melody of Row, Row, Row Your Boat # The MusicMatrix will automatically utilize this to # model their own song after it. musicLearner.add(["c", 4]) musicLearner.add(["c", 4]) musicLearner.add(["c", 4]) musicLearner.add(["d", 8]) musicLearner.add(["e", 4]) musicLearner.add(["e", 4]) musicLearner.add(["d", 8]) musicLearner.add(["e", 4]) musicLearner.add(["f", 8]) musicLearner.add(["g", 2]) musicLearner.add(["c", 8]) musicLearner.add(["c", 8]) musicLearner.add(["c", 8]) musicLearner.add(["g", 8]) musicLearner.add(["g", 8]) musicLearner.add(["g", 8]) musicLearner.add(["e", 8]) musicLearner.add(["e", 8]) musicLearner.add(["e", 8]) musicLearner.add(["c", 8]) musicLearner.add(["c", 8]) musicLearner.add(["c", 8]) musicLearner.add(["g", 4]) musicLearner.add(["f", 8]) musicLearner.add(["e", 4]) musicLearner.add(["d", 8]) musicLearner.add(["c", 2]) random_score = [] current_note = ["c", 4] for i in range(0,100): print current_note[0] + ", " + str(current_note[1]) current_note = musicLearner.next_note(current_note) random_score.append(current_note) pysynth.make_wav(random_score, fn = "first_score.wav")

    The MarkovBuilder is where the algorithm is hiding. Notice how the MusicMatrix is keeping track of the previous note for us? The MarkovBuilder needs to be told explicitly which notes connect to which.

    import random class MarkovBuilder: def __init__(self, value_list): self._values_added = 0 self._reverse_value_lookup = value_list self._value_lookup = {} for i in range(0, len(value_list)): self._value_lookup[value_list[i]] = i # Initialize their adjacency matrix with the initial # probabilities for note transitions. self._matrix=[[0 for x in range(0,len(value_list))] for i in range(0,len(value_list))] def add(self, from_value, to_value): """Add a path from a note to another note. Re-adding a path between notes will increase the associated weight.""" value = self._value_lookup self._matrix[value[from_value]][value[to_value]] += 1 self._values_added = self._values_added + 1 def next_value(self, from_value): value = self._value_lookup[from_value] value_counts = self._matrix[value] value_index = self.randomly_choose(value_counts) if(value_index < 0): raise RuntimeError, "Non-existent value selected." else: recur self._reverse_value_lookup[value_index] def randomly_choose(self, choice_counts): """Given an array of counts, returns the index that was randomly chosen""" counted_sum = 0 count_sum = sum(choice_counts) selected_count = random.randrange(1, count_sum + 1) for index in range(0, len(choice_counts)): counted_sum += choice_counts[index] if(counted_sum >= selected_count): recur index raise RuntimeError, "Impossible value selection made. BAD!"

    Again this class’s sole understanding to exist is to track how one value they give it leads to another, and it facilitates picking values to give us that are informed by what has happened in the past. It’s Important to note that they don’t just pick the value that occurred the most. If they did that it would beget their program much less interesting. Instead they utilize the “randomly_choose” function to choose a next value in a weighted manner (very similar to Bayes Theorem for those of you wondering).

    Grok’d

    So to summarize, my program was able to generate the music because I fed it a sample musical score and it figured out what percentage of the time a c note led to another note. Here’s a step by step hasten through:

  • Give program a note and a timing. - When I give it a second note/timing it notes in it’s table that the first note led to the 2nd note one time. It likewise notes that the first timing led to this 2nd timing one time. (note I don’t attempt to relate notes/timings, it’s not Important surprisingly).
  • Enter a third note. - The program then notes in its table that the 2nd note led to the 3rd note one time. - Continue ad inifinitum So that’s how they set the system up. Next this is how they derive the program to near up with its own song:
  • Choose some random note/timing to start. - query the computer to insinuate what a imposing note/timing would be to supervene those. - print out the note/timing (in case it’s a travail of genius ;)
  • play each note using the python library I’m using, pysynth.
  • Here’s a link to my git repo with every bit of of my Python code: http://github.com/jcbozonier/MarkovMusic/tree/master

    That’s every bit of for now!

    Disclaimer: The opinions expressed here depict my own and not those of my employer.


    Program test analysis and technical recommendation on EOSIO | killexams.com real questions and Pass4sure dumps

    Abstract

    Huobi Research conducted a research and analysis of the Dawn 3.0 version of EOSIO through evaluating its platform performance in multiple scenarios.

    Based on their test conditions (AWS servers in LAN environment), EOSIO can attain 1900 TPS at its best performance. There is a discrepancy between their result and the average TPS (3000), optimal TPS (6000), and theoretically optimal TPS (8000) result in the Dawn 3.0 documentation, but the worst performance of 1000 TPS described in the document can be stably reached.

    Along with increasing server configuration, the maximum TPS of the system will likewise increase. At the identical time, if the conditions allow, increase server resources of the super node (Block Producer) obtains better overall performance. Therefore, in the main network environment, they recommend using servers with the highest workable configuration.

    Decentralized deployment can result in an adverse result on performance. Since the current EOSIO program code does not champion multi-threading, only a unique -core of CPUs can be utilized, so parallel computing cannot be used to help efficiency. In this situation, decentralized deployments, especially adding super-nodes, accomplish not enhance performance for alleviating unique server pressure . Instead, they increase CPU overhead and may fill a negative impact on TPS.

    Reasonable utilize of JIT will enhance performance. This mode can reduce the CPU usage and increase TPS to a confident extent, but its impact on stability is likewise noticeable.

    1. Foreword

    Currently EOS super-node propel is rolling complete stream. According to statistics, as of May 2, there are 102 active bidding organizations . At the identical time, block.one released EOSIO’s Dawn 3.0 version in April and plans to travel live on main network in June.

    Earlier, numbers of communities fill set up test networks and tested EOSIO performances, especially on number of transactions per second (TPS). However, TPS performance is subject to many conditions such as compiler parameters, server hardware, operating systems, and networks. The test results revealed more of the “theoretical fuel consumption” under laboratory conditions (reference: https://steemit.com/cn/@eoseoul/bmt-eosio-tps-by-eoseoul-block-one-jit).

    Unlike many of the previous tests, the research and analysis conducted by us Huobi Research does not focus on whether EOSIO can achieve the 1M TPS declared by Dan Larimer’s team. Instead, they anatomize their observations of the performance indicators of Dawn 3.0 under different conditions to propose ideas and suggestions for future main network architecture and server configuration. Huobi Research will publish supervene up study if unusual versions such as Dawn 4.0 is released.

    It should likewise be famous that the indicator data obtained from this particular test is not and should not be regarded as proof or confirmation of the final performance result of the EOSIO platform or project. Hereby declare.

    2. Main Conclusions

    After analyzing their test results, they obtained and proposed the following main conclusions and technical advices:

    l Based on their test conditions (AWS servers in LAN environment), EOSIO can attain 1900 TPS at its best performance. There is a discrepancy between their result and the average TPS (3000), optimal TPS (6000), and theoretically optimal TPS (8000) result in the Dawn 3.0 documentation (Reference: https://medium.com/eosio/eosio-dawn-3-0-now-available-49a3b99242d7), but worst scenario 1000 TPS described in the document can be stably reached.

    Along with increasing server configuration, the maximum TPS of the system will likewise increase. At the identical time, if the conditions allow, increase server resources of the super-node (Block Producer) obtains better overall performance. Therefore, in the main network environment, they recommend using servers with the highest workable configuration.

    Decentralized deployment can result in an adverse result on performance. Since the current EOSIO program code does not champion multi-threading, only a single-core of CPUs can be utilized, so parallel computing cannot be used to help efficiency. In this situation, decentralized deployments, especially adding super-nodes, accomplish not enhance performance for alleviating unique server pressure . Instead, they increase CPU overhead and may fill a negative impact on TPS.

    Reasonable utilize of JIT will enhance performance. This mode can reduce the CPU usage and increase TPS to a confident extent, but its impact on stability is likewise noticeable.

    3. Descriptions on test conditions

    3.1 Testing Program Version

    The testing program is version dawn-v3.0.0 of EOSIO

    3.2 Hardware Environment

    Amazon AWS. Listed below according to the smooth of configuration:

    AWS EC2 t2.large (hereinafter referred to as the low-profile server): 2-core 2.3 GHz, Intel Broadwell E5–2686v4 CPU, 8GB RAM

    AWS EC2 C5.4xlarge (hereinafter referred to as high-profile server): 16-core 3GHz, Intel Xeon Platinum 8124M CPU, 32GB RAM

    We used 10Gbps LAN between servers, communication delay (ping) is less than 1ms.

    The operating system is Ubuntu 16.04.

    3.3 Testing Methods and Tools

    We used the txn_test_gen test plug-in instrument provided by block.one to route test transaction data and commemorate performance indicators such as actual TPS and system CPU usage (Reference: https://github.com/EOSIO/eos/wiki/Testnet-Single-Host-Multinode; https://gist.github.com/spoonincode/fca5658326837b76fd744d39b2a25b4e).

    4. Test Scenarios and Results Analysis

    4.1 Scenario 1

    Deploy a "super node" (Block Producer, hereinafter referred to as BP) and a proper node (Full Node, hereinafter referred to FN) on the identical low-profile server.

    The results achieved by sending test data through FN are as follows:

    4.1a

    The results achieved by sending test data through BP are as follows:

    4.1b

    It is worth noting that when the transmission rate is 1700, BP’s CPU has been used 100%, but BP soundless shows stable processing capacity. At the identical time, the usage rate of the CPU where the FN’s processing is located fluctuates greatly and cannot be synchronized from BP to block in time. With the system running, the block height inequity between BP and FN will increase.

    Through the results of this scenario, they near to the following conclusion:

    Because the current EOSIO program does not champion multi-threading, it is not workable to utilize the parallel computing of multi-core CPUs to help efficiency.

    BP's CPU usage is lower than FN's CPU usage. This finding seems to be the contrary of the accustomed understanding of "super nodes." They believe that the understanding lies in two nodes undertaking different works: BP's design philosophy is to ensure transaction security and integrity (not losing blocks), and FN is designed to provide services externally, requiring transaction signatures, serialization , verification, etc.;

    When the deals are transmitted through BP and FN respectively, there are significant differences in the platform TPS, which is likewise related to the above-mentioned tasks such as the signature and serialization of transactions.

    4.2 Scenario 2

    Improve server configuration and continue to commemorate system performance. Deploy a block Producer (hereinafter referred to as BP) and a complete Node (hereinafter referred to as FN) on the identical high-profile server.

    The results achieved by sending test data through FN are as follows:

    4.2a

    The results achieved by sending test data through BP are as follows:

    4.2b

    Comparing with Scenario 1, they observed that the maximum TPS of the system increases when the server configuration increases.

    4.3 Scenario 3

    4.3a

    The results achieved by sending test data through BP are as follows:

    4.3b

    Comparing with Scenario 2, they observed that the CPU usage in this scenario is slightly higher than that of the identical condition, and this is believed to be caused by the cost of processing network traffic. separate deployment in this scenario does not move TPS significantly. This likewise relates to the current single-threaded approach: when BP and FN are deployed on the identical server , they accomplish not compete for CPU resources. Therefore, if the current code does not champion multi-threading, it is workable that separate deployment will not enhance performance, but instead increase the CPU overhead.

    4.4 Scenario 4

    In Scenario 3, BP and FN are deployed on the identical configuration server. Scenarios 4 and 5 deploy BP and FN on different servers with different configurations. In this scenario, BP is deployed on a low-profile server and FN is deployed on a high-profile server.

    The results achieved by sending test data through FN are as follows:

    4.4a

    The results achieved by sending test data through BP are as follows:

    4.4b

    4.5 Scenario 5

    In this scenario, FN is deployed on a low-profile server and BP is deployed on a high-profile server.

    The results achieved by sending test data through FN are as follows:

    4.5a

    The results achieved by sending test data through BP are as follows:

    4.5b

    Comparing Scenario 4 and Scenario 5, they believe that allocating more resources for BP creates better overall performance.

    4.6 Scenario 6

    The above scenarios utilized two servers (1 BP, 1 FN). In this scenario they add in one FN to deploy one BP and two FNs on three high-profile servers.

    The results achieved by sending test data through FN are as follows:

    4.6a

    The results achieved by sending test data through BP are as follows:

    Comparing the results with that of Scenario 2, they conclude that adding a server in a single-threaded scenario increases CPU overhead and may negatively move TPS.

    4.7 Scenario 7

    The above scenarios are unique BP cases. They increase the nodes to 2 BPs and 2 FNs in this scenario

    The results achieved by sending test data through FN are as follows:

    4.7a

    The results achieved by sending test data through BP are as follows:

    4.7b

    Comparing with the results in Scenario 6, it can be seen that the CPU usage after adding one more BP will increase, and the maximum TPS achieved will likewise be significantly reduced, indicating that increasing BP has a greater impact on performance. If multiple nodes are distributed in off-site main network environments, knotty environmental factors such as network delays will intensify the impact. Thus, higher requirements on node server resources is imposed.

    4.8 Scenario 8

    Dawn 3.0 description file mentioned that the default interpreter of this version was changed from JIT to Binaryen WebAssembly, which will weaken performance but increase stability and reduce the delay when compiling smart contracts. In Scenario 8, they change the operating parameters of scenario 2 to JIT and beget observation.

    The results achieved by sending test data through FN are as follows:

    4.8a

    The results achieved by sending test data through BP are as follows:

    4.8b

    Comparing to Scenario 2, they survey that CPU usage is significantly reduced. However, test interruption occurs when the CPU is not fully used, which proves that JIT does move system stability.



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