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70-767 Implementing a SQL Data Warehouse

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Test Code : 70-767
Test Name : Implementing a SQL Data Warehouse
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Microsoft Implementing a SQL Data

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Microsoft vigor BI Consulting and Implementation company AllianceTek supplies clever information systems to aid agencies Thrive | Real Questions and Pass4sure dumps

AllianceTek Inc, a number one US-primarily based IT company that gives main-aspect business Intelligence consulting functions has recently delivered some impactful consequences with Microsoft’s business intelligence solution, power BI.

This business Intelligence application has efficiently brought a paradigm shift within the business round business Intelligence and information mining. It has shifted the power dynamics with statistics from the palms of just a few technically sound personnel, to empower any stakeholder within the firm, with or devoid of prior technical competencies.

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power BI can also be customized to be built-in with the latest facts equipment of practically any trade, coming from any records supply- specifically IoT, Hadoop information analytics, CRM etc. It also offers the freedom to be accessed from any device be it laptop, cell, cloud or on-premise. So plenty so, IoT counsel of aircraft and the elements were used for automatic scheduling and servicing of plane for can charge optimization within the airline trade.

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    enforcing Stretch Database. | Real Questions and Pass4sure dumps

    Micorosoft has introduce a very good benefit to companies of all sizes with its Stretch Database offering in SQL Server 2016. Stretch Database allows businesses to use on-premises situations of SQL Server to "stretch" their data into the Microsoft Azure SQL Database. Stretch DB is comparatively primary to configure and enforce for your atmosphere. It may be a workable and reasonable option to off-load cold data remotely to cut expenses with maintenance, storage, and so forth. Your resolution to enforce Stretch DB will likely be in line with Azure pricing in comparison to the can charge of upgrading your storage capacity. You may also additionally accept as true with how often the bloodless records has to be accessed because performance can be impacted by the latency created with the aid of gaining access to the remote facts. For assistance on Azure Stretch Database pricing, that you could examine SQL Server Stretch Database Pricing.

    The article will exhibit you how to migrate the historic statistics transparently and securely to the Microsoft Azure cloud, which provides for not pricey availability of cold records whereas preserving it secure and unchanged. you are going to see the way to stretch your on-premises records to the cloud but still have the potential to query the thoroughly available and on-line desk and to video display and manage the stretched tables.

    To implement a stretch database,you have to allow the function on both the illustration and database. Let's enable the Stretch Database function on the example by way of operating the under command.

    --allow instance for stretch EXEC sp_configure ‘remote statistics archive’, ‘1’ crossRECONFIGURE GO

    After enabling the Stretch Database characteristic on the illustration, you should permit the feature on database, as shown in Fig. 1. From SQL Server management Studio (SSMS), right click on the database that holds the desk(s) you are looking to stretch to Azure and select projects > Stretch > permit.

    Fig. 1 - start the stretch wizard

    Enabling this may open the permit Database for Stretch Wizard, as shown in Fig. 2. that you could choose the whole table contents or you can select certain rows to stretch.

    Fig. 2 - The Stretch Database wizard

    For this instance, they now have chosen the total OrderTracking desk to be stretched, shown in Fig. three.

    Fig. 3 - select the contents to stretch

    The subsequent step is to Configure Azure. sign up to Microsoft Azure with a Microsoft account and select the latest Azure subscription and Azure region to make use of for Stretch Database. Specify whether you want to use an existing server or create a new Azure server. they have chosen an current server during this example.

    Fig. four - Enter credentials for Azure and choose a server

    with a purpose to stretch a database table to Azure, the database ought to have a database master key (DMK). Specify (and shop) the password for the DMK by way of growing the credential within the Wizard as follows on the comfy Credentials page as proven in Fig. 5.

    Fig. 5 - Set a password for the DMK

    On the select IP address page, you can select the subnet IP tackle latitude, or the public IP handle of your SQL Server, to create a firewall rule on Azure that lets SQL Server talk with the far off Azure server.

    The IP tackle or addresses that you give on this web page inform the Azure server to enable incoming records, queries, and management operations initiated with the aid of SQL Server to circulate throughout the Azure firewall. The wizard doesn't exchange the rest in the firewall settings on the SQL Server.

    Fig. 6 - choose an IP tackle

    After specifying the IP addresses, click next for the abstract and outcomes pages as proven in Fig. 7.

    in the abstract web page, evaluate the details, and then click on finish. this may start provisioning the database to the Azure SQL Stretch database server. When finished, the summary web page will show a list of initiatives and their repute. make sure that all projects have passed fame, and then click near finished the setup and shut the wizard. you've got correctly achieved the tasks to installation Stretch. 

    Fig. 7 - confirm the settings

    control and computer screen Stretch Database

    you've got just enabled a SQL Stretch Database for the AdventureWorks2016 database. that you can now manipulate and computer screen its activities the usage of the monitoring option in Stretch Database. This provides a dashboard view of advice on the far off Microsoft Azure SQL Stretch database and tables the place your cold records is kept. you can additionally check what number of batches and rows of information have migrated. finally, that you could entry particulars in regards to the Stretch configured tables, corresponding to what number of rows are locally stored and the way many have stretched to Microsoft Azure. 

    Open Stretch video display for the Stretch Database monitor option, right-click on Database AdventureWorks2016. opt for task and Stretch, and then select display screen as proven in Fig. eight.

    Fig. eight - Monitoring reputation

    picking the computer screen alternative from the stretch task will open the dashboard view of the database that has been stretched to Microsoft Azure. It gives particulars comparable to Microsoft Azure SQL server identify, database identify, and database dimension as proven in Fig. 9.

    Fig. 9 - Viewing a document in your facts

    that you could also assess the status of the Stretch-enabled desk (corresponding to stretch eligible row, variety of rows on-premises, and Azure SQL Stretch database) and think about the adventure fitness by way of clicking View Stretch Database health experience, or investigate adventure particulars for troubleshooting as proven in Fig. 10. experience particulars contains the error details and state. that you could use this tips to diagnose the error.

    For greater tips and documentation on the way to monitor or troubleshoot Stretch Database, go to the MSDN web page:

    Fig. 10 - Viewing fitness of the feature


    this text lined very primary suggestions on a way to deploy a Stretch Database.Its a simple way to migrate archive records to Microsoft Azure and permits you to dynamically stretch heat and cold transactional data from Microsoft SQL Server 2016 to Microsoft Azure. easy implementation, easy monitoring are features that makes it a preferable solution for associations which are required to preserve historical statistics for a long and even indefinite period of time.

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    Implementing a SQL Data Warehouse

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    Data Warehousing Tip #6 – Use a consistent unknown member key | real questions and Pass4sure dumps

    In this article I’ll be discussing the benefits of using a consistent unknown member key across your data warehouse.  And I’ll show you a couple of ways of going about implementing a consistent approach.

    Each of your dimensions should have an unknown member key.  The aim of which is to ensure all source data flows into your fact tables.  When you load your fact tables you will typically be using your business key from the source of your fact data to match the same value from your dimension.  When you’ve found a match, you can then get the surrogate key from your dimension (to see why you should always use surrogate keys see Tip #5).

    If your dimension doesn’t have a value for the business key that you are trying to find, you have a problem.  They want to allow the data to flow through so they don’t lose it, but if they leave their surrogate key value NULL then it’s going to break referential integrity.  It also means you have to cater for nulls when joining between dimension and fact or risk your figures being inaccurate.  This doesn’t bode well for an intuitive data warehouse or mart.

    So the approach to take is to generate your own unknown member key in each dimension.  This is essentially a catch-all for any fact records that don’t find a match in the dimension.  Now when you do this I advocate standardising your unknown member creation, and using the same unknown key for each dimension in your data warehouse.

    My standard unknown member key value is -1.  I like it because it’s nice and obvious that it’s an unknown member if you’re ever viewing the raw data.  However, I would actually advocate using 0 (zero), and here’s why.  You will have some dimensions that have very few members.  Think gender, or age for example.  Each of these would happily sit within a TINYINT (0 to 255).  However, if their unknown member key value is -1, this gives us a problem because this doesn’t sit in the range of TINYINT.  So they have to go with SMALLINT (-32,768 to 32,767) purely because they like -1.  Now data warehouses are less concerned about space than they are performance, but this is using space unnecessarily and it’s detrimental to performance.  So use zero and then if it makes sense for your surrogate key to be a TINYINT then it can be one.

    The creation of your unknown member is a straightforward process.  I use SSDT for my data warehouse development, and I will have a script to generate all of my default data as part of my post-deployment scripts.  These scripts run automatically after the database has been published through SSDT, and the scripts will run regardless of whether I’m publishing the database for creation or update.  Here’s an example of what I do.

    PRINT 'Loading unknown member into DimCurrency'; SET IDENTITY_INSERT DimCurrency ON; MERGE INTO DimCurrency AS TARGET USING (VALUES(0, 'UNK', 'Unknown')) AS SOURCE (CurrencyKey, CurrencyAlternateKey, CurrencyName) ON TARGET.CurrencyKey = SOURCE.CurrencyKey WHEN NOT MATCHED BY TARGET THEN INSERT (CurrencyKey , CurrencyAlternateKey , CurrencyName) VALUES (SOURCE.CurrencyKey , SOURCE.CurrencyAlternateKey , SOURCE.CurrencyName); SET IDENTITY_INSERT DimCurrency OFF;

    Here I am setting my unknown member key to (my new favourite value of) zero.  Being a surrogate key it can be any value you like (within the confines of the data type).  It’s never going to be able to collide with another value unless you’ve started loading your business data before you generate your unknown member.  To avoid this always create your unknown member as part of the process you follow for creating your table initially.  Here I’m inserting into an identity column, but the same applies when you are manually maintaining the surrogate keys.  You just don’t need to set IDENTITY_INSERT on or off.

    So now that you have created your unknown member in your dimension you can go and populate it when loading your fact table.  Below is a simple example of  how I do it in SSIS.  I use lookup components to join from the relevant business key in the source data to the business key in the dimension.  If I find a match I then retrieve the surrogate key value.

    When you are using lookup components in this way you need to ensure that you select the “Ignore Failure” option when specifying how to handle rows with no matching entries in the General tab of the lookup component.  This means that any records that don’t find a match in the dimension will continue to flow through the “Lookup Match Output”.  They repeat this process for each dimension.  Then I have a derived column component where I am allocating my unknown member key values.

    In the screenshot below you can see how I do this.

    I am checking to see if the dimension key is null and if so setting the value of the column to zero.  If it isn’t null I’m setting it to it’s current value.

    Throughout this example I’ve been hardcoding my unknown member key value, however what if they want to change it when in the development phase?  It’s going to be set in a number of scripts and packages, and it’ll be a pain to change them.  So how about they set it at the project level?

    Create a command variable (SQLCMD) in your DB project

    Firstly, create a command variable in your DB project, as per the screenshot below.

    This allows you to do two things:

  • Pass this command variable into any scripts or procedures in the DB project.
  • Pass it to an execution of the SSIS package (via a SQL agent job creation script in your post deployment scripts).
  • Here’s the creation of their unknown member for their currency dimension with the inclusion of the command variable.

    PRINT 'Loading unknown member into DimCurrency'; SET IDENTITY_INSERT DimCurrency ON; MERGE INTO DimCurrency AS TARGET USING (VALUES($(UnknownMemberKey), 'UNK', 'Unknown')) AS SOURCE (CurrencyKey, CurrencyAlternateKey, CurrencyName) ON TARGET.CurrencyKey = SOURCE.CurrencyKey WHEN NOT MATCHED BY TARGET THEN INSERT (CurrencyKey , CurrencyAlternateKey , CurrencyName) VALUES (SOURCE.CurrencyKey , SOURCE.CurrencyAlternateKey , SOURCE.CurrencyName); SET IDENTITY_INSERT DimCurrency OFF;

    The script might complain in SSDT because it won’t like the $(UnknownMemberKey) in the middle of your merge statement, but the script doesn’t get built as part of the project and when the project is deployed it doesn’t complain and the value is replaced successfully.

    Create a parameter in your SSIS package

    Now you can create a parameter in your SSIS package.

    And assign it when you set the value of the unknown member in the derived column component.

    Any thoughts or questions please let me know.

    The post Data Warehousing Tip #6 – Use a consistent unknown member key appeared first on BI Design.

    I’m a Microsoft Certified Solution Expert specialising in the design and development of BI solutions using the full SQL Server BI stack. I’ve been working with SQL Server since 2003 and have been developing BI solutions since 2007. I’ve been running my own independent consultancy, based in Southampton, UK, since 2015.

    Seven Considerations When Building a Data Warehouse in the Cloud | real questions and Pass4sure dumps

    For the past decade, most companies have resisted implementing a data warehouse (DW) in the cloud, largely due to concerns about security. In addition, few have had experience using cloud-based applications. But times have changed. Read this report to learn why companies are flocking to the cloud for data warehousing and business intelligence/analytics.

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    CPP-Institue [2 Certification Exam(s) ]
    CPP-Institute [1 Certification Exam(s) ]
    CSP [1 Certification Exam(s) ]
    CWNA [1 Certification Exam(s) ]
    CWNP [13 Certification Exam(s) ]
    Dassault [2 Certification Exam(s) ]
    DELL [9 Certification Exam(s) ]
    DMI [1 Certification Exam(s) ]
    DRI [1 Certification Exam(s) ]
    ECCouncil [21 Certification Exam(s) ]
    ECDL [1 Certification Exam(s) ]
    EMC [129 Certification Exam(s) ]
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    Ericsson [5 Certification Exam(s) ]
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    Exin [40 Certification Exam(s) ]
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    F5-Networks [20 Certification Exam(s) ]
    FCTC [2 Certification Exam(s) ]
    Filemaker [9 Certification Exam(s) ]
    Financial [36 Certification Exam(s) ]
    Food [4 Certification Exam(s) ]
    Fortinet [13 Certification Exam(s) ]
    Foundry [6 Certification Exam(s) ]
    FSMTB [1 Certification Exam(s) ]
    Fujitsu [2 Certification Exam(s) ]
    GAQM [9 Certification Exam(s) ]
    Genesys [4 Certification Exam(s) ]
    GIAC [15 Certification Exam(s) ]
    Google [4 Certification Exam(s) ]
    GuidanceSoftware [2 Certification Exam(s) ]
    H3C [1 Certification Exam(s) ]
    HDI [9 Certification Exam(s) ]
    Healthcare [3 Certification Exam(s) ]
    HIPAA [2 Certification Exam(s) ]
    Hitachi [30 Certification Exam(s) ]
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    Hospitality [2 Certification Exam(s) ]
    HP [750 Certification Exam(s) ]
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    Hyperion [10 Certification Exam(s) ]
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    ICAI [1 Certification Exam(s) ]
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    IEEE [1 Certification Exam(s) ]
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    IIBA [2 Certification Exam(s) ]
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    ISEB [24 Certification Exam(s) ]
    Isilon [4 Certification Exam(s) ]
    ISM [6 Certification Exam(s) ]
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    Juniper [64 Certification Exam(s) ]
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    Liferay [1 Certification Exam(s) ]
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    LPI [24 Certification Exam(s) ]
    LSI [3 Certification Exam(s) ]
    Magento [3 Certification Exam(s) ]
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    McAfee [8 Certification Exam(s) ]
    McData [3 Certification Exam(s) ]
    Medical [69 Certification Exam(s) ]
    Microsoft [374 Certification Exam(s) ]
    Mile2 [3 Certification Exam(s) ]
    Military [1 Certification Exam(s) ]
    Misc [1 Certification Exam(s) ]
    Motorola [7 Certification Exam(s) ]
    mySQL [4 Certification Exam(s) ]
    NBSTSA [1 Certification Exam(s) ]
    NCEES [2 Certification Exam(s) ]
    NCIDQ [1 Certification Exam(s) ]
    NCLEX [2 Certification Exam(s) ]
    Network-General [12 Certification Exam(s) ]
    NetworkAppliance [39 Certification Exam(s) ]
    NI [1 Certification Exam(s) ]
    NIELIT [1 Certification Exam(s) ]
    Nokia [6 Certification Exam(s) ]
    Nortel [130 Certification Exam(s) ]
    Novell [37 Certification Exam(s) ]
    OMG [10 Certification Exam(s) ]
    Oracle [279 Certification Exam(s) ]
    P&C [2 Certification Exam(s) ]
    Palo-Alto [4 Certification Exam(s) ]
    PARCC [1 Certification Exam(s) ]
    PayPal [1 Certification Exam(s) ]
    Pegasystems [12 Certification Exam(s) ]
    PEOPLECERT [4 Certification Exam(s) ]
    PMI [15 Certification Exam(s) ]
    Polycom [2 Certification Exam(s) ]
    PostgreSQL-CE [1 Certification Exam(s) ]
    Prince2 [6 Certification Exam(s) ]
    PRMIA [1 Certification Exam(s) ]
    PsychCorp [1 Certification Exam(s) ]
    PTCB [2 Certification Exam(s) ]
    QAI [1 Certification Exam(s) ]
    QlikView [1 Certification Exam(s) ]
    Quality-Assurance [7 Certification Exam(s) ]
    RACC [1 Certification Exam(s) ]
    Real-Estate [1 Certification Exam(s) ]
    RedHat [8 Certification Exam(s) ]
    RES [5 Certification Exam(s) ]
    Riverbed [8 Certification Exam(s) ]
    RSA [15 Certification Exam(s) ]
    Sair [8 Certification Exam(s) ]
    Salesforce [5 Certification Exam(s) ]
    SANS [1 Certification Exam(s) ]
    SAP [98 Certification Exam(s) ]
    SASInstitute [15 Certification Exam(s) ]
    SAT [1 Certification Exam(s) ]
    SCO [10 Certification Exam(s) ]
    SCP [6 Certification Exam(s) ]
    SDI [3 Certification Exam(s) ]
    See-Beyond [1 Certification Exam(s) ]
    Siemens [1 Certification Exam(s) ]
    Snia [7 Certification Exam(s) ]
    SOA [15 Certification Exam(s) ]
    Social-Work-Board [4 Certification Exam(s) ]
    SpringSource [1 Certification Exam(s) ]
    SUN [63 Certification Exam(s) ]
    SUSE [1 Certification Exam(s) ]
    Sybase [17 Certification Exam(s) ]
    Symantec [134 Certification Exam(s) ]
    Teacher-Certification [4 Certification Exam(s) ]
    The-Open-Group [8 Certification Exam(s) ]
    TIA [3 Certification Exam(s) ]
    Tibco [18 Certification Exam(s) ]
    Trainers [3 Certification Exam(s) ]
    Trend [1 Certification Exam(s) ]
    TruSecure [1 Certification Exam(s) ]
    USMLE [1 Certification Exam(s) ]
    VCE [6 Certification Exam(s) ]
    Veeam [2 Certification Exam(s) ]
    Veritas [33 Certification Exam(s) ]
    Vmware [58 Certification Exam(s) ]
    Wonderlic [2 Certification Exam(s) ]
    Worldatwork [2 Certification Exam(s) ]
    XML-Master [3 Certification Exam(s) ]
    Zend [6 Certification Exam(s) ]

    References : : :
    Calameo :

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