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70-473 - Design and Implement Cloud Data Platform Solutions - BrainDump Information

Vendor Name : Microsoft
Exam Code : 70-473
Exam Name : Design and Implement Cloud Data Platform Solutions
Questions and Answers : 54 Q & A
Updated On : November 14, 2018
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70-473 exam Dumps Source : Design and Implement Cloud Data Platform Solutions

Test Code : 70-473
Test Name : Design and Implement Cloud Data Platform Solutions
Vendor Name : Microsoft
Q&A : 54 Real Questions

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Microsoft Microsoft Design and Implement

Microsoft (70-475): Designing and implementing massive facts Analytics options | killexams.com Real Questions and Pass4sure dumps

MeasureUp’s 70-475: Designing and implementing big statistics Analytics options observe examine is designed to assist candidates prepare for and flow the Microsoft 70-475 exam.

The Microsoft 70-475 exam is supposed for information professionals who've experience designing huge records analytics solutions on Microsoft Azure. Candidates should still be capable of design huge records batch processing and interactive options as well as large information true-time processing options. Candidates should still also be able to design machine-getting to know options and create and manipulate end-to-conclusion cloud analytics options.

Certification: This exam counts as credit score towards right here certifications:expert


Microsoft's new floor desktop 2 is among the most advantageous that you would be able to purchase nowadays — and it's a cheaper choice to Apple's MacBook | killexams.com Real Questions and Pass4sure dumps

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RE2x0KFMicrosoft

  • i've been the usage of Microsoft's new floor desktop 2 and love the graceful design, bright reveal, and robust processor.
  • you can additionally get identical specs in the new MacBook Air — however starts at $1,199.
  • The floor computing device 2 is additionally expensive, beginning at $999, however I believe or not it's one of the most effective laptops you could buy presently.
  • historically, Microsoft has been called a application enterprise, however in contemporary years that has been changing — the business has been releasing smartly-reviewed and tremendously anticipated hardware too. That has all culminated in Microsoft's latest lineup, which includes the new Microsoft floor computer 2.

    The surface computer 2 already has a whole lot going for it. It features a super graceful design, alternatives for potent specs, and a fine reveal. however it's also a bit expensive, beginning at $999.

    Is it value the money?

    as with any new product, the primary aspect you'll be aware concerning the new Microsoft surface laptop 2 is its design, and it be a stunning piece of hardware. The outdoor of the laptop is sleek and chic, and comes in a number of distinct colorations — including Black, Platinum, Burgundy, and Cobalt Blue. specially, the Black edition is new — and we loved the eye-catching look and consider of the Black model, complete with a glossy black logo on the lid, black keyboard keys, etc.

    Screen Shot 2018 11 07 at 11.08.50 AMMicrosoft

    The computer itself is relatively transportable, which is all the time effective. It is available in at 12.13 x 8.79 x 0.57 inches, with a weight of two.seventy six kilos. it truly is about core of the highway for a 13-inch desktop — or not it's now not as mild as the floor professional, which comes in at around 1.6 pounds, nor the Samsung computer 9, which is 1.8 pounds. nonetheless, we discovered the computing device to be easy to carry, and even ignore when it's in a backpack.

    one of the issues that units the Microsoft surface laptop apart from other laptops is the delicate Alcantra material that surrounds the keyboard, and we reasonably adore it. It makes resting your fingers on the keyboard nicer and a bit warmer than a steel computing device. Over time, the conclude may additionally wear a bit, but if you get a darker colour that put on may not show up fairly as plenty.

    speakme of the keyboard, Microsoft claims that it be quieter than ever on the surface computer 2 — something that we will in reality confirm.

    Even these best a few meters away may not be capable of hear typing, which is very effective in an office ambiance or should you're typing with others around. It feels relatively first rate too — there's lots of shuttle to make for a pleasant, tactile typing event, and the spacing of the keys is relatively first rate too.

    On the sides of the computing device, you are going to locate a typical USB port, a mini DisplayPort, a headphone jack, and a floor connect port, which is used for charging. it truly is basically not as many ports as we might have preferred to peer. For starters, Microsoft really may still have protected at least one USB-C port given the fact that or not it's the port of the longer term, and an SD card slot would were pleasant too.

    Screen Shot 2018 11 07 at 11.10.48 AMMicrosoft

    The monitor is first-rate too.

    It comes in at 13.5-inches, with a resolution of 2,256 x 1,504 and a three:2 element ratio. or not it's a dash-screen too — so when the trackpad and keyboard aren't sufficient, conveniently reach out and control the equipment with your hands. hues on the screen, we discovered, have been vivid and deep. The desktop is rarely a 2-in-1 — you can't detach the monitor — however the touch guide remains a pleasant addition. Above the screen is a 720p entrance-facing digital camera, which helps home windows good day. home windows whats up basically allows you to liberate your computing device along with your face — and we found that it became quick and handy.

    beneath the hood, the surface desktop 2 has an awful lot to offer.

    the base mannequin comes with an eighth-gen Intel Core i5 quad-core processor, 8GB of RAM, and 128GB of storage, however it can also be upgraded with up to an Intel Core i7 processor, 16GB of RAM, and as much as a 1TB hard power. safe to assert, the base model will be more than potent sufficient for most americans who may web-browse e-mail, and watch Netflix each now and then. for those who want a little extra vigor, despite the fact, the ranged-up alternatives may be how to go. it be also price evaluating these specs to similar fashions. which you can get a Dell XPS 13 with the actual equal specs for $930, which is a little more affordable. which you can additionally get an identical specs within the new MacBook Air — nonetheless it begins at $1,199.

    The battery life of the Microsoft surface laptop 2 officially is available in at 14 hours and 30 minutes of video playback, and whereas we failed to fairly hit that, it be protected to assert that the battery existence on the desktop is truly rather respectable. it's a little longer than the battery on the Dell XPS 13, which is likely one of the desktop's main opponents.

    The surface computer 2, as you can are expecting, points windows 10 — however in contrast to the common floor computing device, the new machine does away with windows 10 S, which is a very good factor. The light-weight edition of home windows is never unhealthy for some makes use of, however in a $1,000+ desktop, you basically may still get the whole edition of home windows.

    subsequently, the Microsoft floor computer 2 is without doubt one of the foremost laptops which you could purchase, and may in fact be considered for these trying to find a high-end computer for work, home use, or the rest. it be now not low-priced — however it is a flagship-exceptional product.

    however are there more suitable alternate options? smartly, that depends.

    The aforementioned Dell XPS 13 is another wonderful option, and it presents a similar-sized screen in a smaller equipment. It also presents an exquisite side-to-edge display, and a stronger option of ports. within the end, for many users, it's the more sensible choice. That noted, that doesn't mean make sure to prevent the surface computing device 2 — if you just like the smooth-touch conclude, need a a bit of more suitable keyboard, and do not intellect paying a bit extra for a laptop with fewer ports, the Microsoft floor desktop 2 is a way to go.

    shop the Microsoft floor desktop 2 starting at $999 at Microsoft or most appropriate buy.

    join the conversation about this story »

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    Microsoft Hosts Open Design Preview Of Java Reference Implementation for windows | killexams.com Real Questions and Pass4sure dumps

    REDMOND, Wash., may additionally 24, 1996 — Microsoft Corp. closing week hosted the primary design preview of the Java Reference Implementation for the Microsoft ® windows® operating equipment. The Java Reference Implementation enables Java applets to run seamlessly on home windows. The Java reference implementation in windows permits builders to create rich, effective cyber web applications whereas nonetheless taking potential of their current investments and favourite building equipment. developers can be able to write Java applets that work with ActiveX ™ Controls written in languages that include C and C++, consequently taking knowledge of current investments in advantage and code. builders can additionally use Java to create ActiveX Controls that work with ActiveX Controls written in other programming languages. All of those will run seamlessly on the Java reference implementation in home windows. The design preview changed into a technical dialogue with main development tools carriers and Java builders to suggest standards and receive comments on the Java reference implementation. Attendees blanketed engineers from Java licenser solar Microsystems Inc.; building equipment providers equivalent to Borland overseas Inc. and Symantec Corp.; and Java developers comparable to Starwave Corp., Asymetrix Corp., DimensionX and others.

    Microsoft gives requirements Freely

    on the preview, Microsoft described particulars on the mixing of Java with ActiveX technologies and Java performance improvements within the reference implementation. Microsoft additionally introduced that it could make purchasable the interface specifications for the JIT (simply in time) compiler for Java. Microsoft will provide pattern JIT source code to help different vendors in establishing JIT compilers that work seamlessly with the Java reference implementation. Java tools carriers will thus be in a position to plug their JIT compilers into the Java reference implementation, presenting choice to builders.

    “Borland is completely happy to be concerned in Microsoft’s Open assessment procedure for this key technology,” stated Jonathan Rosenberg, vice president of construction, C++ and cyber web items at Borland. “The work Microsoft is doing to combine the Java language and ActiveX is terribly compelling for developers for windows, and we appear forward to participating with Microsoft within the evolution of the Java know-how.”

    “We got a very positive response and an amazing quantity of technical feedback from the attendees,” spoke of John Ludwig, vice chairman within the cyber web systems and tools division at Microsoft. “by using working together in an open method, we are able to fundamentally boost users’ information superhighway journey with a prosperous Java implementation built-in with ActiveX.”

    Microsoft to supply supply Code to solar for Distribution to Java Licensees

    After incorporating applicable comments obtained on the design preview, Microsoft plans to publicize utterly all interface specifications as soon as they are accomplished this summer. Microsoft will also deliver the supply code for the Java reference implementation for windows to solar in order that Java licensees can obtain the source code from solar.

    Microsoft web Explorer to deliver Java, ActiveX Integration on windows, Macintosh

    users may be able to run Java applets built-in with ActiveX Controls using Microsoft information superhighway Explorer three.0, which might be obtainable on the windows family of operating programs and Macintosh® structures later this 12 months. prior this month, Microsoft announced an contract with Metrowerks Inc., the leading Macintosh tools dealer, to give integration of Java and ActiveX on the Macintosh.

    Momentum Builds for ActiveX

    This announcement builds on Microsoft’s prior announcements, equivalent to that with MetroWerks, about enabling Java and ActiveX integration. Microsoft introduced ActiveX applied sciences in March to thousands of developers attending the Microsoft expert builders conference – constructing web functions. ActiveX applied sciences make it effortless for the broadest latitude of software developers and internet designers to build dynamic content material for the internet and the pc. more than one hundred ISVs already ship items that aid ActiveX nowadays, and many more are setting up such items.

    via ActiveX technologies, static internet pages come alive with a brand new technology of lively content, together with animation, three-D virtual reality, video clips and different multimedia content. ActiveX applied sciences include cyber web requirements and are being delivered on distinctive platforms, giving users a wealthy, open framework for innovation whereas taking full advantage of their funding in functions, tools and supply code.

    centered in 1975, Microsoft (NASDAQ “MSFT” ) is the international chief in software for private computer systems. The enterprise presents a big range of products and features for business and personal use, each designed with the mission of making it simpler and extra pleasing for individuals to take knowledge of the full vigor of personal computing day by day.

    Microsoft, windows and ActiveX are both registered trademarks or emblems of Microsoft Corp. in the u.s. and/or different international locations.

    Macintosh is a registered trademark of Apple desktop Inc.




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    70-473 exam Dumps Source : Design and Implement Cloud Data Platform Solutions

    Test Code : 70-473
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    Design and Implement Cloud Data Platform Solutions

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    Microsoft (70-473): Designing and Implementing Cloud Data Platform Solutions | killexams.com real questions and Pass4sure dumps

    The MeasureUp 70-473 practice test helps prepare you to pass the Microsoft 70-473: Designing and Implementing Cloud Data Platform Solutions exam. Candidates for this exam should have relevant work experience in on-premises and cloud-based platform solutions.

    Candidates should be able to design and implement database solutions for Microsoft SQL Server and Azure SQL Database and manage database management systems security. Candidates should also be able to design for high availability, disaster recovery, and scalability. Candidates should also be able to monitor and manage database implementations on Azure.

    Candidates should be able to define the best infrastructure and platform solutions to meet the required functional, operational, and deployment requirements.

    Certification: This exam counts as credit toward the following certifications:Microsoft Specialist

    This test contains 150 questions and covers the following objectives:

  • Design and implement database solutions for SQL Server and SQL Database – 39
  • Manage database management systems (DBMS) security – 34
  • Design for high availability, disaster recovery, and scalability – 38
  • Monitor and manage database implementations on Azure – 39

  • Quest Solution and TrackX Implement Asset Tracking and Management Solution for Leading Online Used Car Retailer | killexams.com real questions and Pass4sure dumps

    EUGENE, OR--(Marketwired - May 3, 2017) -  Quest Solution, Inc. (OTCQB: QUES), a specialty systems integrator that offers field and supply chain mobility solutions, has worked with TrackX Holdings, Inc. (TSX VENTURE: TKX) (OTC PINK: TKXHF) ("TrackX") to roll-out Phase 1 of an RFID asset tracking and management solution for a leading online used car retailer. This integrated solution, with an estimated value of $5M, is responsible for tracking and managing hundreds of thousands of vehicles throughout all of the customer's U.S. locations. The solution integrates predictive analytics and workflow processing to efficiently manage their automotive inventory.

    Quest Solution's pivotal role in Phase 1 of a multi-phased project supported TrackX's delivery of its Global Asset Management for Enterprise (GAME) solution to this rapidly growing customer. In addition to providing business needs analysis, hardware selection, staging, kitting, integration and training of both mobile and stationary devices, Quest also engaged with TrackX to contribute professional services and project management in support of an aggressive implementation schedule.

    The hardware needed for this tracking solution included Zebra Technologies handhelds and printers, Cradlepoint routers, JLT tablets, and Impinj RFID readers and antennas. With a focus on the design, deployment, and support of fully integrated mobile solutions, Quest harnesses decades of experience to integrate these solutions with auto-ID technologies like RFID, GPS, and sensors.

    The partnership between TrackX and Quest has united decades of knowledge and experience, allowing both companies to deliver enterprise scalable and industry-leading asset tracking and inventory management solutions. TrackX's GAME platform provides extensive analytics on vehicle processing, service quality, and logistics efficiencies. The end result of this tracking and management solution is increased efficiency, accountability, inventory accuracy and a higher-quality customer experience.

    "The combination of TrackX's GAME platform and our professional services and hardware offerings is already proving to be extremely valuable for this customer," said Shai Lustgarten, CEO at Quest Solution. "We are very enthused about our partnership with TrackX and, given our extensive customer base, we believe that this implementation is representative of the value that many of Quest customers can benefit from. We look forward to continuing to benefit similar businesses through our relationship with TrackX."

    Tim Harvie, President and CEO of TrackX, said, "Our customer's commitment to expand upon the use of the TrackX solution across both additional locations and business processes is a testament to the combined efforts of Quest Solution and TrackX. Quest not only has the experience and expertise, but also the geographical coverage to support the delivery of TrackX solutions nationwide. We value Quest as a key partner to enable deployment of our GAME platform, a key pillar in solutions for the Industrial Internet of Things (IIoT) and enterprise digital transformation."

    If you are interested in learning more about Quest's hardware and professional services offerings, contact us or give us a call at 800-242-7272.

    About Quest Solution, Inc. Quest Solution is a Specialty Systems Integrator focused on Field and Supply Chain Mobility. We are also a manufacturer and distributor of consumables (labels, tags, and ribbons), RFID solutions, and barcoding printers. Founded in 1994, Quest is headquartered in Eugene, Oregon, with offices in the United States.

    Rated in the Top 1% of global solution providers, Quest specializes in the design, deployment and management of enterprise mobility solutions including Automatic Identification and Data Capture (AIDC), Mobile Cloud Analytics, RFID (Radio Frequency Identification), and proprietary Mobility software. Our mobility products and services offering is designed to identify, track, trace, share and connect data to enterprise systems such as CRM or ERP solutions. Our customers are leading Fortune 500 companies from several sectors including manufacturing, retail, distribution, food / beverage, transportation and logistics, health care and chemicals / gas / oil.

    About TrackX TrackX, based in Denver, Colorado, is an enterprise Industrial Internet of Things (IIoT) software platform provider leveraging multiple auto-ID technologies for the comprehensive management of physical assets. TrackX's Global Asset Management for the Enterprise (GAME) enables the IIoT by providing unique item level tracking, workflow processing, event management, alerts and powerful analytics to deliver solutions across a growing number of industries. This platform creates unprecedented visibility and business intelligence of man-to-machine and machine-to-machine interaction. TrackX delivers significant value to a growing list of Fortune 500 companies and for customers in industries such as transportation, beverage, brewery, healthcare, hi-tech, hospitality, mining, agriculture, horticulture, manufacturing and government.

    Information about Forward-Looking Statements "Safe Harbor" Statement under the Private Securities Litigation Reform Act of 1995. Statements in this press release relating to plans, strategies, economic performance and trends, projections of results of specific activities or investments, and other statements that are not descriptions of historical facts may be forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995, Section 27A of the Securities Act of 1933 and Section 21E of the Securities Exchange Act of 1934. This release contains "forward-looking statements" that include information relating to future events and future financial and operating performance. The words "may," "would," "will," "expect," "estimate," "can," "believe," "potential" and similar expressions and variations thereof are intended to identify forward-looking statements. Forward-looking statements should not be read as a guarantee of future performance or results, and will not necessarily be accurate indications of the times at, or by, which that performance or those results will be achieved. Forward-looking statements are based on information available at the time they are made and/or management's good faith belief as of that time with respect to future events, and are subject to risks and uncertainties that could cause actual performance or results to differ materially from those expressed in or suggested by the forward-looking statements. Important factors that could cause these differences include, but are not limited to: fluctuations in demand for Quest Solution, Inc.'s products, the introduction of new products, the Company's ability to maintain customer and strategic business relationships, the impact of competitive products and pricing, growth in targeted markets, the adequacy of the Company's liquidity and financial strength to support its growth, the Company's ability to manage credit and debt structures from vendors, debt holders and secured lenders, the Company's ability to successfully integrate its acquisitions, risks related other information that may be detailed from time-to-time in Quest Solution Inc.'s filings with the United States Securities and Exchange Commission. Examples of such forward looking statements in this release include, among others, statements regarding revenue growth, driving sales, operational and financial initiatives, cost reduction and profitability, and simplification of operations. For a more detailed description of the risk factors and uncertainties affecting Quest Solution, Inc. please refer to the Company's recent Securities and Exchange Commission filings, which are available at http://www.sec.gov. Quest Solution, Inc. undertakes no obligation to publicly update or revise any forward-looking statements, whether as a result of new information, future events or otherwise, unless otherwise required by law.


    How TiDB Combines OLTP and OLAP in a Distributed Database | killexams.com real questions and Pass4sure dumps

    TiDB is an open-source, cloud-native, MySQL-compatible distributed database that handles hybrid transactional and analytical processing (HTAP) workloads. It is a member of the “NewSQL” class of relational databases that are designed to be deployed at a massive scale. For those of you wondering, the “Ti” stands for Titanium.

    PingCAP started building TiDB just three and a half years ago, but already the product has gathered upwards of 15,000 GitHub stars, 200 contributors, 7200 commits, 2000 forks, and 300 production users. Recently TiDB also collected InfoWorld’s 2018 Bossie Award as one of the best open source software projects in the data storage and analytics space.

    In this article, I’ll walk through the core features and architectural design of TiDB, cover the three main use cases for the database and offer a preview of the forthcoming multi-cloud TiDB-as-a-service offering and TiDB Academy from PingCAP.

    TiDB Features

    The core features of TiDB include elastic horizontal scalability, distributed transactions with ACID guarantees, high availability, and real-time analysis on live transaction data. Let’s take a look at the platform architecture behind these features. The TiDB platform has the following components:

  • TiDB: A stateless SQL layer that is MySQL compatible, built in Go.

  • TiKV: A distributed transactional key-value store, built in Rust. (TiKV recently became a Cloud Native Computing Foundation project.)

  • TiSpark: An Apache Spark plug-in that connects to TiKV or a specialized, columnar storage engine (something we are working on... stay tuned).

  • Placement Driver (PD): A metadata cluster powered by Etcd that manages and schedules TiKV.

  • TiKV is the foundational layer. This is where all of the data is persisted, automatically partitioned into smaller chunks (we call them “regions”), and automatically replicated and made strongly consistent by executing the Raft consensus protocol. Working with PD, the Placement Driver, TiKV can replicate data across nodes, data centers, and geographical locations. It can also dynamically remove hotspots as they form, and split or merge regions to improve performance and storage usage. We implement range-based sharding inside TiKV, instead of hash-based sharding, because our goal from the beginning was to support a full-featured relational database. Thus TiKV supports various types of scan operations—table scans, index scans, etc.

    The stateless SQL layer in TiDB is built to handle 100 percent of your online transaction processing (OLTP) workloads and 80 percent of the common, ad-hoc, online analytical processing (OLAP) workloads. Demonstrating regular performance improvements (see our latest TPC-H benchmarks), this stateless SQL layer leverages the distributed nature of TiKV to execute parallel processing via a coprocessor layer, by pushing down partial queries to different TiKV nodes simultaneously.

    For more complex OLAP workloads, such as iterative analysis for training machine learning models or real-time business intelligence gathering, a second stateless SQL layer—TiSpark—reports for duty, also drawing data directly from TiKV. Whereas TiDB speaks MySQL, TiSpark exposes Spark SQL.

    Image title

    TiDB Platform Architecture

    TiDB Architecture

    As you might have noticed, the entire TiDB platform is modularized—all components are separate code bases and loosely coupled. You can deploy the entire TiDB platform as a complete package (most users do) or just parts of it depending on your needs. This modular architecture gives users maximum flexibility and fits the standard of a cloud-native architecture. As per the CNCF’s official definition, cloud-native techniques are ones that “enable loosely coupled systems that are resilient, manageable, and observable.”

    As a TiDB user, you can scale your stateless SQL server or TiSpark layer (i.e. your compute resources) out or in independently of scaling TiKV (i.e. your storage capacity), allowing you to make the most of the resources you are consuming to fit your workloads. You can almost think of the TiDB stateless SQL servers as a microservice that sits on top of TiKV, which is a stateful application where your data is persisted. This design makes isolating bugs easier, and rolling upgrades and maintenance quicker and less disruptive.

    The trade-off to these TiDB advantages is some additional complexity to deployment and monitoring—there are just more pieces to keep track of. However, with the rise of Kubernetes and the Operator pattern pioneered by CoreOS, deploying and managing TiDB is simple, straightforward, and increasingly automated. The open-source TiDB Operator for Kubernetes allows you to deploy, scale, upgrade, and maintain TiDB in any cloud environment—public, private, or hybrid. TiDB installs Prometheus and Grafana by default, so monitoring comes “out of the box.” (See our tutorial on TiDB Operator.)

    Ultimately, flexible scalability of your technical assets is crucial for business success. It’s the difference between becoming the next Facebook and the next Friendster. TiDB modularity and Kubernetes orchestration allow you to bring flexible scalability to your database services.

    Finally, let’s look at the three main use cases for TiDB: MySQL scalability, HTAP real-time analytics, and unified data storage.

    Image title

    A sample Grafana dashboard monitoring a TiDB deployment

    TiDB Use Case: MySQL Scalability

    Because TiDB speaks MySQL – it is compatible with both the MySQL wire protocol and MySQL ecosystem tools like MyDumper and MyLoader—it’s a natural fit for MySQL users who have trouble scaling. To be clear, TiDB is not a replacement for MySQL; rather, it complements MySQL. MySQL is still a great option as a single-instance database, so if your data size or workload is small, stick with MySQL. But if you are scratching your head over issues like these:

  • Considering how to replicate, migrate, or scale your database for extra capacity

  • Looking for ways to optimize your existing storage capacity

  • Getting concerned about slow query performance

  • Researching middleware scaling solutions or implementing a manual sharding policy

  • Then it’s the right time to start thinking about using a distributed SQL database like TiDB, which takes care of all these concerns out of the box for you. The shortcomings of MySQL sharding solutions is why Mobike, one of the world’s largest dock-less bike-sharing platforms, adopted TiDB (read the Mobike case study). Mobike operates nine million smart bikes in 200 cities serving 200 million users, so it’s not hard to imagine the scaling bottlenecks its team experienced with MySQL. Mobike addressed its need for elastic scalability by deploying TiDB alongside MySQL, along with PingCAP’s suite of enterprise tools including Syncer, which automatically syncs MySQL masters with a TiDB cluster.

    A key differentiator between TiDB and other MySQL-compatible databases is TiDB’s distributed architecture. MySQL is a 23-year-old technology that was never meant to work as a distributed system. For example, unlike TiDB, MySQL cannot generate query plans that push down partial queries into multiple machines simultaneously to do parallel processing. TiDB’s SQL parser, cost-based optimizer, and coprocessor layer were built from the ground up to leverage the computing resources and parallelism of a distributed database, so MySQL users can have more power at their disposal.

    TiDB Use Case: HTAP Real-Time Analytics

    HTAP (hybrid transaction and analytical processing) is a term, coined by Gartner in 2014, that describes a database architecture that breaks down the wall between transactional and analytical data workloads. The goal is to give businesses real-time analytics and thus enable real-time decision-making. Other industry analyst firms have come up with their own terms for this architecture—451 Research’s “HOAP” (hybrid operational-analytic processing), Forrester’s “Translytical,” and IDC’s “ATP” (analytical transaction processing).

    As we’ve discussed, TiDB breaks down the wall between OLTP and OLAP by decoupling its compute layer and storage layer, and using different stateless SQL engines (TiDB and TiSpark) for different analytics tasks. Both engines connect to the same persistent data store (TiKV), making real-time analytics and decision-making a natural product of the system. Cumbersome ETL processes are minimized, “t+1” delays are no longer just part of life, and the data that lives inside TiDB can be used more creatively than before.

    Yiguo.com, a large fresh-produce delivery platform that serves 5 million users, is running Apache Spark on top of TiDB (read the Yiguo.com case study) to accelerate complex queries. By upgrading its infrastructure from SQL Server and strengthening its existing MySQL deployment with TiDB, Yiguo.com can run complex joins with high performance throughout the day on Singles’ Day, China’s largest online shopping day, to gain insights and make decisions in real-time.

    TiDB Use Case: Unified Data Storage

    A distributed, modular, HTAP database, TiDB is designed to scale compute and storage capacity horizontally and flexibly to adapt to different workloads, while also serving as a “single source of truth.” By providing scalable SQL services on top of a key-value store, TiDB aims to dramatically reduce the human and technology costs associated with maintaining the data management layer in your infrastructure stack.

    For Ele.me, one of the largest food delivery platforms in the world, unifying data storage was one of the key reasons for adopting TiDB and TiKV (read the Ele.me case study). Previously, Ele.me’s data was scattered across among a number of different databases—MongoDB, MySQL, Cassandra, Redis. Eventually, this makeshift stack became untenable, due to mounting operational and maintenance costs. Now 80 percent of the live traffic to Ele.me, from some 260 million users, is served by a single TiKV deployment. This TiKV cluster spans four data centers, each with 100-plus nodes storing dozens of TBs of data—always on, always available.

    Multi-Cloud TiDB-As-A-Service and TiDB Academy

    Since PingCAP began building TiDB more than three years ago, the database has been battle-tested in many scenarios. Today, more than 300 companies are relying on TiDB in production to meet their OLTP/OLAP, database scalability, real-time analytics, and unified storage needs. However, there are still many to-do’s on the TiDB roadmap.

    One of those items is a fully-managed TiDB-as-a-service offering that can be used in any cloud setting—public, private, or hybrid. PingCAP has been working on an enterprise-grade, fully-managed TiDB offering based on Kubernetes and the first version was recently released. You can sign up for it HERE.

    Another project in the works at PingCAP is TiDB Academy — a set of self-paced, hands-on courses designed to help database administrators, devops pros, and system architects understand the architecture, design choices, strengths, and trade-offs of TiDB. The first course, “Distributed Database with TiDB for MySQL DBAs,” is ready for enrollment. You can sign up HERE.

    And if you just want to give TiDB a spin, check out our TiDB Quick Start Guide.

    This article was first published on InfoWorld. Reprinted with permission. © IDG Communications, Inc., 2018. All rights reserved. https://www.infoworld.com/article/3313327/database/how-tidb-combines-oltp-and-olap-in-a-distributed-database.html



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