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1Z0-448 - Oracle Data Integrator 12c Essentials - Dump Information

Vendor : Oracle
Exam Code : 1Z0-448
Exam Name : Oracle Data Integrator 12c Essentials
Questions and Answers : 78 Q & A
Updated On : April 23, 2019
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1Z0-448 Oracle Data Integrator 12c Essentials

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1Z0-448 exam Dumps Source : Oracle Data Integrator 12c Essentials

Test Code : 1Z0-448
Test Name : Oracle Data Integrator 12c Essentials
Vendor Name : Oracle
Q&A : 78 Real Questions

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Oracle Oracle Data Integrator 12c

Oracle information Integrator 12c equipped for real-time evaluation | killexams.com Real Questions and Pass4sure dumps

Heeding the name from enterprise valued clientele who clamor for extra immediacy of their records-pushed reviews, Oracle has up to date its facts-integration utility portfolio so that it could extra abruptly bring records to statistics warehouses and analysis functions.

The newest version of Oracle’s extract seriously change and cargo (ETL) software, Oracle data Integrator 12c, has been configured to work with the most up-to-date edition of Oracle’s database replication device, Oracle GoldenGate 12c, in order that the two programs can work in conjunction to deliver close-actual-time facts to evaluation techniques.

Oracle additionally gave Oracle information Integrator 12c a less complicated solution to construct and keep statistics workflows and provided GoldenGate 12c with a faster technique to inject data into replicated Oracle databases, spoke of Brad Adelberg, vp of building at Oracle.

usually, customers have used Oracle records Integrator (ODI) to extract records from varied statistics sources to feed into data warehouses and enterprise intelligence applications. The information extraction tended to be scheduled all through a company’s off-hours, so the operation wouldn’t sluggish database performance throughout hours of peak usage, Adelberg observed. usually, this would take place overnight.

The downside with this as soon as-a-night method is that the extracted data would at all times be at the least a day old, which can be difficult for these managers and analysts who more and more opt for their facts to be latest as much as the hour. Querying a database each hour would put too much load on a construction database system, notwithstanding.

To get extra popular updates, some Oracle retail outlets began the use of GoldenGate to draw statistics from a database device as quickly as it is up to date and ship that information to ODI, which in turn would route it to the facts warehouse. GoldenGate is a database replication know-how that doesn't generate plenty overhead for the supply database device itself, so it can also be used throughout peak company hours without sick effect.

For the 12c release of ODI, Oracle formalized this connection between the two applications. Now, developers using the Oracle data Integrator Studio have a set of controls for generating and managing GoldenGate operations, allowing them to without problems deploy workflows that use GoldenGate to extract facts.

This set of controls should reduce the need for having a GoldenGate knowledgeable reachable to run the application, Adelberg mentioned. also, ODI’s GoldenGate capabilities can vastly cut back the number of conferences between a company’s GoldenGate administrator and its ODI administrator to facilitate or replace a knowledge flow, assuming both roles aren’t managed by way of the same person.

Oracle statistics Integrator 12c, which Adelberg described as an immense improve for Oracle, also contains a couple of other features. The application now executes extra operations in parallel, which speeds performance time.

also, ODI now gives a brand new approach to map information flows, known as declarative move-based mapping. Declarative flow-primarily based mapping combines the most fulfilling attributes of flow-based mapping—which is easy to use however requires lots of guide configuration—with declarative programming, which is more problematic to grasp but requires much less configuration and manual upkeep to accommodate low-level system alterations.

Declarative circulate-based mapping makes use of the visual stream mannequin but doesn't require developers to manually add or update low-level configuration settings, Adelberg noted.

GoldenGate 12c obtained some new points as neatly. It now gives a faster method to carry records to a secondary Oracle database equipment. as an alternative of injecting information in the course of the SQL queries, it now can at once alter the exchange logs of the replication database, reducing information switch time in half or extra since the procedure no longer deploys the database’s SQL engine.

both products now additionally help Oracle 12c, the newest edition of the Oracle database gadget. The range of help for data administration programs, both from Oracle and different sources, has additionally been elevated for both products as well. Oracle statistics Integrator 12c can now work with Apache Hadoop and Oracle Warehouse Builder. GoldenGate can work with the latest models of Sybase, MySQL and Oracle Coherence.

To touch upon this text and other PCWorld content material, seek advice from our fb web page or our Twitter feed.

Oracle Advances information Integration Portfolio With main Enhancements to Oracle GoldenGate 12c | killexams.com Real Questions and Pass4sure dumps

REDWOOD SHORES, CA, Nov 18, 2014 (Marketwired by means of COMTEX) -- Oracle ORCL, +0.07%

information abstract

records volumes are turning out to be at remarkable fees, making it greater advanced for companies to easily use that guidance to make strategic company decisions and gain a competitive potential. To force enhanced cost from their records and take abilities of emerging technology trends comparable to cloud computing and massive statistics, organizations ought to have the means to movement records across enormously different IT environments and firewalls with very low latency. With Oracle GoldenGate 12c, consumers can put in force precise-time records integration and transactional information replication between on-premises and cloud environments and across a broader set of heterogeneous systems, achieving faster time to price and a more advantageous return from their records assets.

information information

-- Reinforcing its management in the information integration and replication area, Oracle introduced an enhanced edition of Oracle GoldenGate 12c with improved help for heterogeneous databases and large records options, superior manageability, and assist for hybrid cloud environments. -- Oracle GoldenGate 12c gives most desirable-of-breed, real-time information integration and heterogeneous database replication. New facets consist of: -- Migration utility for Oracle Streams: a brand new migration utility, Streams2OGG helps Oracle Streams customers move to Oracle GoldenGate and leverage its newest aspects, reminiscent of integrated seize and delivery methods and advanced conflict administration. -- guide for IBM Informix: Oracle GoldenGate 12c now supports true-time statistics capture and beginning for the newest Informix database models on all primary platforms. assist has additionally been prolonged to Oracle GoldenGate Veridata so IBM Informix consumers can combine and replicate high volumes of true-time information throughout their heterogeneous company environments. -- extended assist for Microsoft SQL Server and MySQL: the brand new unlock adds assist for actual-time, log-based trap and start for Microsoft SQL Server 2012 and 2014 in addition to MySQL group version databases. -- SOCKS5 compliance: Oracle GoldenGate 12c now leverages customers' SOCKS compliance atmosphere for facts switch, enabling consumers to replicate between on-premises and cloud environments devoid of an extra VPN connection open. -- guide for massive statistics: Oracle GoldenGate Adapter for Java allows for integration with Oracle NoSQL, Apache Hadoop, Apache HDFS, Apache HBase, Apache Storm, Apache Flume, Apache Kafka, and others and enables precise-time, noninvasive statistics streaming into massive statistics objectives to provide customers new insights into company and enhance the consumer journey. -- Out-of-sync information repair: moreover comparing heterogeneous databases and reporting information discrepancies without interrupting company operations, Oracle GoldenGate Veridata 12c now offers information restore and revalidation capabilities for out-of-sync facts. -- records catch from Oracle energetic facts safeguard: Oracle energetic information shelter consumers who want to get rid of any replication affect on their production environment can use Oracle GoldenGate 12c on their standby systems to capture facts in true time. -- Simplified application improvements: the brand new free up simplifies the upgrade process for valued clientele leveraging the Oracle Database version-based mostly Redefinition feature by means of coordinating the improvements and bringing the goal database to the equal edition-primarily based version. -- more suitable management and monitoring: customers using the new unlock additionally gain the capability to beginning and prevent approaches, edit parameter info, compile assistance about operations, and diagnose issues simply with Oracle business manager Plug-In 12.1.three, part of Oracle management Pack for Oracle GoldenGate 12c. -- Oracle GoldenGate is part of the business-main Oracle statistics Integration portfolio, which includes precise-time and bulk facts move, transformations, records governance, records virtualization, and data satisfactory and enables businesses to effortlessly retain pace with new facts-oriented technology tendencies reminiscent of cloud computing, massive data analytics, real-time enterprise intelligence, and continual records availability. -- Oracle facts Integration has additionally won super trade consciousness, with Gartner, Inc. naming Oracle a leader in its July 24, 2014 Magic Quadrant for statistics Integration tools and Database traits and functions naming Oracle GoldenGate 12c a winner within the "top of the line facts Replication answer" class of its 2014 Readers' choice Awards. -- Oracle records Integration is a part of Oracle Fusion Middleware, the leading company innovation platform for the enterprise and the cloud.

supporting quotes

-- "precise-time information integration is a important enabling know-how for groups that want to get greater and faster cost from their records and fix programs deployed in distinctive and hybrid cloud environments," said Jeff Pollock, vice chairman of product management at Oracle. "via constantly broadening Oracle GoldenGate's assist for non-Oracle databases, deepening integration with Oracle technologies, and streamlining cloud integration capabilities, we're helping valued clientele to easily and value-simply obtain pervasive, continual entry to well timed facts." -- "Rakuten welcomes the release of the new Oracle GoldenGate. It adds key solutions to the Oracle GoldenGate product family that expand heterogeneous statistics synchronization assist," mentioned Yuji Takahashi, neighborhood supervisor, EC Database Administration community, Rakuten Ichiba construction branch at Rakuten, Inc. "we've used Oracle GoldenGate options with Oracle Exadata Database computing device, and we strongly are expecting persisted product enhancement and growth to help our further business necessities." -- "before embarking on a large records or cloud experience, businesses need to be sure that they aren't growing any further data silos -- disjointed analytics ends up in partial insights," spoke of Surya Mukherjee, senior analyst, advice management at Ovum. "Oracle GoldenGate 12c is a step within the right direction; its new facets allow actual-time statistics integration across their distinctive statistics structures, so that firms can build strategies for their statistics and utility universe, even if it be within the cloud, on-premises, structured, or semi-structured. -- "In contemporary years, we've been participating with Oracle -- inside the framework of CERN openlab (www.cern.ch/openlab) -- on the construction of Oracle GoldenGate. This work has essentially focused on enabling replication within our difficult, workload-intensive and dynamic environment. moreover more straightforward deployment and administration, Oracle GoldenGate has confirmed to be more effectively scalable than Oracle Streams. Its heterogeneity and its in-database monitoring and reporting services are also really useful. With Oracle GoldenGate 12c, we now have seen a efficiency raise of over 50 % in comparison to Oracle Streams 11g free up 2 -- the use of our production workload on the identical hardware. we're, therefore, confident about its benefits over the technology we have been using during the past. eventually, we have been capable of complete our migration from Oracle Streams deployments to Oracle GoldenGate without any considerations using the migration device offered through Oracle," mentioned Lorena Lobato, CERN openlab researcher, Database capabilities community, CERN IT department.

helping supplies

-- Oracle GoldenGate 12c -- Register for the Oracle GoldenGate 12c for the Cloud Webcast -- Oracle GoldenGate12c new points Whitepaper -- Oracle Streams to Oracle GoldenGate Migration -- Replication applied sciences at global LHC Computing Grid (WLCG) -- Oracle GoldenGate 12c Whitepaper -- Oracle statistics Integration -- Oracle Fusion Middleware -- Watch the big records Integration Webcast -- connect with Oracle facts Integration by the use of blog, facebook, Twitter, and LinkedIn

in regards to the Magic Quadrant Gartner doesn't suggest any seller, product or carrier depicted in its analysis publications, and does not propose technology clients to opt for handiest these vendors with the maximum ratings. Gartner analysis publications encompass the opinions of Gartner's research organization and may now not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with admire to this analysis, together with any warranties of merchantability or fitness for a particular aim.

About Oracle Oracle engineers hardware and application to work collectively in the cloud and to your facts core. For extra counsel about Oracle ORCL, +0.07% discuss with oracle.com.

logos Oracle and Java are registered trademarks of Oracle and/or its affiliates. different names can be logos of their respective homeowners.

Contact data Nicole Maloney Oracle +1.650.506.0806 e mail Contact Drew Smith Blanc & Otus +1.415.856.5127 e mail Contact

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Oracle records Integrator 12c in a position for actual-time analysis | killexams.com Real Questions and Pass4sure dumps

Heeding the call from commercial enterprise purchasers who clamor for more immediacy of their data-pushed reviews, Oracle has up to date its data-integration utility portfolio in order that it might probably more impulsively convey data to information warehouses and evaluation purposes.

The latest edition of Oracle's extract seriously change and cargo (ETL) application, Oracle information Integrator 12c, has been configured to work with the latest edition of Oracle's database replication device, Oracle GoldenGate 12c, so that both programs can work in conjunction to deliver close-precise-time information to analysis systems.

Oracle also gave Oracle records Integrator 12c an easier way to construct and retain facts workflows and offered GoldenGate 12c with a sooner technique to inject statistics into replicated Oracle databases, mentioned Brad Adelberg, vp of building at Oracle.

typically, shoppers have used Oracle statistics Integrator (ODI) to extract statistics from varied facts sources to feed into records warehouses and business intelligence functions. The data extraction tended to be scheduled all through a company's off-hours, so the operation wouldn't sluggish database performance right through hours of height usage, Adelberg talked about. usually, this would happen overnight.

The draw back with this once-a-night method is that the extracted facts would at all times be at the least a day old, which may well be complicated for those managers and analysts who increasingly opt for their records to be latest as much as the hour. Querying a database every hour would put too an awful lot load on a construction database equipment, though.

To get greater typical updates, some Oracle shops began using GoldenGate to draw facts from a database equipment as quickly because it is up to date and ship that information to ODI, which in turn would route it to the information warehouse. GoldenGate is a database replication expertise that does not generate a whole lot overhead for the source database gadget itself, so it can be used all the way through top enterprise hours with out sick impact.

For the 12c free up of ODI, Oracle formalized this connection between the two applications. Now, developers the use of the Oracle statistics Integrator Studio have a collection of controls for generating and managing GoldenGate operations, allowing them to with ease set up workflows that use GoldenGate to extract data.

This set of controls should still minimize the need for having a GoldenGate expert reachable to run the utility, Adelberg talked about. also, ODI's GoldenGate capabilities can vastly reduce the number of conferences between a company's GoldenGate administrator and its ODI administrator to facilitate or update a knowledge stream, assuming the two roles aren't managed with the aid of the equal adult.

Oracle records Integrator 12c, which Adelberg described as a tremendous upgrade for Oracle, additionally contains a number of different facets. The utility now executes more operations in parallel, which speeds performance time.

also, ODI now gives a brand new solution to map statistics flows, called declarative movement-based mapping. Declarative flow-based mapping combines the foremost attributes of stream-based mostly mapping -- which is convenient to use however requires a lot of manual configuration -- with declarative programming, which is extra complex to grasp however requires much less configuration and manual preservation to accommodate low-level system alterations.

Declarative circulation-based mostly mapping makes use of the visual movement model but does not require developers to manually add or update low-level configuration settings, Adelberg spoke of.

GoldenGate 12c got some new aspects as well. It now provides a quicker technique to bring facts to a secondary Oracle database device. as a substitute of injecting records in the course of the SQL queries, it now can directly modify the change logs of the replication database, reducing statistics switch time in half or greater since the technique not deploys the database's SQL engine.

both products now additionally aid Oracle 12c, the latest version of the Oracle database equipment. The latitude of help for information management methods, both from Oracle and different sources, has additionally been improved for both items as well. Oracle data Integrator 12c can now work with Apache Hadoop and Oracle Warehouse Builder. GoldenGate can work with the latest types of Sybase, MySQL and Oracle Coherence.

Joab Jackson covers enterprise utility and general technology breaking information for The IDG news provider. observe Joab on Twitter at @Joab_Jackson. Joab's e mail address is Joab_Jackson@idg.com

Copyright © 2013 IDG Communications, Inc.


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Oracle Data Integrator 12c Essentials

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Oracle Data Integrator 12c ready for real-time analysis | killexams.com real questions and Pass4sure dumps

Heeding the call from enterprise customers who clamor for more immediacy in their data-driven reports, Oracle has updated its data-integration software portfolio so that it can more rapidly deliver data to data warehouses and analysis applications.

The newest version of Oracle's extract transform and load (ETL) software, Oracle Data Integrator 12c, has been configured to work with the newest version of Oracle's database replication tool, Oracle GoldenGate 12c, so that the two programs can work in conjunction to provide near-real-time data to analysis systems.

Oracle also gave Oracle Data Integrator 12c an easier way to build and maintain data workflows and provided GoldenGate 12c with a quicker way to inject data into replicated Oracle databases, said Brad Adelberg, vice president of development at Oracle.

Typically, customers have used Oracle Data Integrator (ODI) to extract data from multiple data sources to feed into data warehouses and business intelligence applications. The data extraction tended to be scheduled during an organization's off-hours, so the operation wouldn't slow database performance during hours of peak usage, Adelberg said. Typically, this would happen overnight.

The downside with this once-a-night approach is that the extracted data would always be at least a day old, which could be problematic for those managers and analysts who increasingly prefer their data to be current up to the hour. Querying a database every hour would put too much load on a production database system, though.

To get more frequent updates, some Oracle shops started using GoldenGate to draw data from a database system as soon as it is updated and ship that data to ODI, which in turn would route it to the data warehouse. GoldenGate is a database replication technology that does not generate much overhead for the source database system itself, so it can be used during peak business hours without ill effect.

For the 12c release of ODI, Oracle formalized this connection between the two applications. Now, developers using the Oracle Data Integrator Studio have a set of controls for generating and managing GoldenGate operations, allowing them to easily set up workflows that use GoldenGate to extract data.

This set of controls should minimize the need for having a GoldenGate expert on hand to run the software, Adelberg said. Also, ODI's GoldenGate capabilities can vastly reduce the number of meetings between an organization's GoldenGate administrator and its ODI administrator to facilitate or update a data flow, assuming the two roles aren't managed by the same person.

Oracle Data Integrator 12c, which Adelberg described as a major upgrade for Oracle, also includes a number of other features. The software now executes more operations in parallel, which speeds performance time.

Also, ODI now provides a new way to map data flows, called declarative flow-based mapping. Declarative flow-based mapping combines the best attributes of flow-based mapping -- which is easy to use but requires a lot of manual configuration -- with declarative programming, which is more difficult to master but requires less configuration and manual upkeep to accommodate low-level system changes.

Declarative flow-based mapping uses the visual flow model but does not require developers to manually add or update low-level configuration settings, Adelberg said.

GoldenGate 12c got some new features as well. It now provides a quicker way to deliver data to a secondary Oracle database system. Instead of injecting data through the SQL queries, it now can directly modify the change logs of the replication database, cutting data transfer time in half or more because the process no longer deploys the database's SQL engine.

Both products now also support Oracle 12c, the latest version of the Oracle database system. The range of support for data management systems, both from Oracle and other sources, has also been expanded for both products as well. Oracle Data Integrator 12c can now work with Apache Hadoop and Oracle Warehouse Builder. GoldenGate can work with the latest versions of Sybase, MySQL and Oracle Coherence.

Joab Jackson covers enterprise software and general technology breaking news for The IDG News Service. Follow Joab on Twitter at @Joab_Jackson. Joab's e-mail address is Joab_Jackson@idg.com

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Oracle Expands Support for Mobile and Cloud Technologies With the Latest Java Development Tools and Framework | killexams.com real questions and Pass4sure dumps

REDWOOD SHORES, CA, Jul 11, 2013 (Marketwired via COMTEX) -- Oracle ORCL, +0.07%

News Summary Developers are under pressure to develop quality applications faster and across more channels than before. To address this need, Oracle has delivered new releases of its Java Development Tools and Framework. Oracle Application Development Framework, Oracle JDeveloper and Oracle Enterprise Pack for Eclipse enable developers to rapidly and efficiently build multi-channel -- Web, cloud and on-premise -- applications, while providing a richer end-user experience.

News Facts

-- Today, Oracle announced the 12c releases of Oracle Application Development Framework (ADF), Oracle JDeveloper, and Oracle Enterprise Pack for Eclipse. -- Enhancing the productivity of developers and allowing them to better leverage the Oracle platform, the new releases: -- Support Cloud Application Foundation product family 12c releases, Oracle WebLogic Server 12.1.2 and Oracle Coherence 12.1.2, also announced today; -- Enable easier development of Web user interfaces for tablets and other gesture-based devices; -- Extend support for REST, JPA/EJB business services and HTML5 technologies; -- Provide improved support for Maven for simpler build and continuous integration. -- Oracle ADF 12c, Oracle JDeveloper 12c, and Oracle Enterprise Pack for Eclipse 12c, part of the Oracle Fusion Middleware product family, are now available for download. Terms, conditions and restrictions apply.

Build Richer Applications Quicker and Easier

-- Oracle offers a complete and integrated set of application development tools that support a wide variety of development approaches, technology platforms, and operating systems. -- Providing a declarative and visual development experience, along with an end-to-end integrated development framework, developers benefit from freedom of choice and more productivity, enabling them to build better applications faster. -- A multi-channel Java EE-based development framework, Oracle ADF is used to develop Oracle Fusion Applications as well as other Oracle products and applications. Customers use the framework to accelerate their development and create richer custom applications that can be deployed across multiple channels. -- Oracle ADF protects organizations from technology shifts by providing an abstraction layer on top of specific technologies, allowing applications to adopt new UI technologies through support within the framework rather than requiring them to be rewritten. -- Oracle ADF 12c adds new features and extended development tools support in the new versions of Oracle JDeveloper 12c and Oracle Enterprise Pack for Eclipse 12c. Highlights include: -- Mobile / Tablet support: Better support for touch-based user interfaces on tablets and adaptive layouts -- New, improved components: New data visualization components that display information in rich, meaningful ways using timelines, treemaps, list view and sunburst visualization; easier customization with a new skin and visual skin editor -- REST support and other data control improvements: New REST data control simplifies integration of REST-based business services, and new EJB/JPA data control provides extended functionality for JPA/EJB services integration into Oracle ADF applications. -- Oracle JDeveloper is a free, integrated development environment (IDE) that simplifies the development of Java-based enterprise applications. Oracle JDeveloper offers complete end-to-end development to Oracle Fusion Middleware and Oracle Fusion Applications with support for the full development life cycle. -- Oracle JDeveloper 12c delivers: -- Improved look and feel and window management provide a more responsive interface; -- New Dependency Explorer helps to understand the impact of changes in code; -- Enhanced Maven and Git support for better application lifecycle management; -- New memory and CPU profilers help create faster and more efficient applications; -- New JSF visual editor, support for HTML5 and CSS3 in the code editor, and a new integrated Swing editor provide easier development of Web and desktop interfaces; and, -- Comes with the new Oracle WebLogic Server 12c, providing simpler develop/test/debug/deploy process. -- Oracle Enterprise Pack for Eclipse is a free set of Eclipse-based plug-ins that enables developers to build Oracle ADF, Java EE, and Spring-based enterprise applications for the Oracle Fusion Middleware platform and the Oracle Cloud. -- Oracle Enterprise Pack for Eclipse 12c simplifies development with following enhancements: -- Iterative development support for Oracle WebLogic Server 12c; -- Enhanced support for Oracle Coherence 12c configuration and deployment; -- Support for Oracle ADF 12c and Oracle ADF Essentials 12c; -- Extended Maven support, for easier build process development; and, -- New features to simplify REST services development and consumption.

Supporting Quote

-- "Oracle's Java development tools and ADF take the productivity of enterprise application developers to the next level," said Chris Tonas, vice president, Application Development Tools, Oracle. "With the latest releases, Oracle is providing the most complete and integrated set of application development tools to provide developers with the best choices to support enterprise development with a fast and productive environment."

Supporting Resources

-- Oracle Application Development Framework (ADF),Datasheet -- Oracle JDeveloper, Datasheet -- Oracle Enterprise Pack for Eclipse, Datasheet -- Videos: Oracle ADF Overview, Oracle ADF Faces Overview. Oracle JDeveloper Development Experience -- Connect with Oracle ADF and Oracle JDeveloper on Twitter, Facebook, Blog -- Connect with Oracle Enterprise Pack for Eclipse on Twitter, Facebook, Blog

About Oracle Oracle engineers hardware and software to work together in the cloud and in your data center. For more information about Oracle ORCL, +0.07% visit www.oracle.com.

Trademarks Oracle and Java are registered trademarks of Oracle and/or its affiliates. Other names may be trademarks of their respective owners.

Contact Info Seema Kalra Oracle +1.650.506.2925 Email Contact Danielle Tarp Blanc & Otus for Oracle + 1.415.856.5182 Email Contact

SOURCE: Oracle Corporation

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Blending Big Data | killexams.com real questions and Pass4sure dumps

It is not hard to see the interest in “big data” or rather the usefulness of crunching larges amounts of data now available via the Internet. The trend towards the Internet of Things (IoT) only generates more data.

One of the platforms that is almost synonymous with big data is Hadoop (see “Essentials Of The Hadoop Open Source Project”). Its interface is different than the typical SQL database. MapReduce is the typical way of getting data out of a Hadoop cluster. Still, the data acquired in this fashion is typically used by other frameworks so integrating Hadoop with these can streamline data processing chores. Companies like Oracle and The Mathworks are starting to make Hadoop support part of their standard offering.

Matlab Release 2014b incorporates a number of new features including Hadoop support. Other features include a new default color theme (Fig. 1) for graphs. Graphs also have small but noticable changes like bold titles. Git and Subversion support provides better collaboration and there is a new custom toolbox packaging system. The packaging system can collect all the artifacts for a subsystem and place it into a single file for distribution and installation.

Figure 1. The Mathworks Matlab Release 2014b incorporates a range of new features including new defaults for graphing that are more user friendly.

The Matlab Hadoop support adds a feature called datastores. A datastore is an object for reading collections of data from a data set that is too large to fit into memory. It can be a collection of files and directories that have the same structure and data formatting. There are different types of datastores such as a text file.

MapReduce can utilize the datastores. The mapreducer function defines the execution configuration for the MapReduce operation. The Hadoop support is designed to run on the workstation with a like to a Hadoop cluster or it can be configured to run jobs on the cluster that return the data. In the latter case, the Matlab compiler is used to generate an application that runs on the cluster.

Oracle's SQL database, Oracle SQL, is one of the best known relational database systems around. It is safe to say that Oracle mavens are well versed in SQL and would like to take advantage of Hadoop using the tools they are familiar with. This is why Oracle 12c (Fig. 2) provides hooks into Hadoop platforms like Cloudera thereby blending SQL and big data into a single interface.

Figure 2. Oracle 12c provides hooks into Hadoop blending SQL and big data into a single interface.

Oracle's big data connector for Hadoop was shown at the recent Oracle OpenWorld 2014.

Oracles Hadoop support extends to Oracle GoldeGate that provide real-time change and distribution support. One of the more interesting demos included Oracle Data Integrator that has hooks into Hadoop. The Big Data Discovery feature can create recommendations of other data based on what is currently being presented. Visualization features included the use of size and color instead of a simple dot for a point within a graph. It provides additional dimensions while sticking with a 2D graph.

Oracle Big Data SQL takes the tried and true SQL language and allows it to be used with big data. This is not the first time SQL syntax has been used to access data in clusters like Hadoop. Apache's HiveQL has an SQL-like structure. HiveQL deviates slightly from SQL adding and removing features where appropriate. The approach allows access to data using a familiar programming paradigm. In this case it is Oracle SQL rather than HiveQL.

Oracle has also add Hadoop-as-a-Service (HaaS). This is a Software-as-a-Service (Saas) but with Hadoop support. Oracle's Hadoop service works with HaaS as well as other Hadoop cluster implementations like Amazon's Elastic MapReduce.

Big data is becoming more important for the enterprise because data is being collected in all sorts of venues from remote sensors to smartphone usage to web browser tracking. These types of tools allow developers access to the information and processing power of platforms like HaaS without having to learn the sometimes arcane commands and configurations necessary to host and access big data.

This has some interesting implications for embedded developers as the use of cloud-based computing becomes more common as well as the ability to pack something like a Hadoop cluster into an embedded system.



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Oracle 1Z0-448 Exam (Oracle Data Integrator 12c Essentials ) Detailed Information



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