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000-732 - DB2 9 DBA for z/OS - BrainDump Information

Vendor Name : IBM
Exam Code : 000-732
Exam Name : DB2 9 DBA for z/OS
Questions and Answers : 146 Q & A
Updated On : December 17, 2018
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000-732 exam Dumps Source : DB2 9 DBA for z/OS

Test Code : 000-732
Test Name : DB2 9 DBA for z/OS
Vendor Name : IBM
Q&A : 146 Real Questions

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IBM IBM DB2 9 DBA

how to Migrate On-Premise Databases to IBM DB2 On Cloud | killexams.com Real Questions and Pass4sure dumps

Introduction

Database migration can appear primary from backyard, namely, get the supply information and import/load to the goal database, but the satan is all the time in the particulars, and the route is not that standard. A database includes more than just the facts. A database can encompass a variety of — however regularly related — objects. With DB2, two types of objects can exist: device objects and statistics objects. let's have a look at what they're, and in a while within the article, one of the crucial most important objects are discussed from caution perspectives all through planning and migrating.

most of the essential database engines present the equal set of essential database object varieties: (please examine additionally on these object forms from respective vendors. The definition and function can be greater or less an identical. An analogy is that you just power vehicles, and in case you move from one car to a further, the fundamentals of cars continue to be the identical, but ameliorations encompass ignition buttons, home windows, constitution as a whole, and many others., but the useful use and base of the car continues to be the equal, like four wheels, engines, chassis, and so forth.)

  • Tables
  • Indexes
  • Sequences
  • Views
  • Synonyms
  • Indexes
  • Alias
  • Triggers
  • person-described records types (UDTs),
  • consumer-described services (UDFs)
  • stored tactics
  • programs
  • system Objects include:

  • Storage groups
  • Tablespaces
  • Buffer swimming pools
  • equipment Catalog tables and views
  • Transaction log info
  • These objects at on-premise databases may still take delivery of correct care while planning migrations. It is very critical to take into account what can be migrated and what can not seeing that there might be a necessity for skilled capabilities from a third party or from a cloud vendor in doing so.

    What Can and may't Be Migrated?

    normal SQL user-defined features (UDFs) can be migrated but exterior UDFs might have some problem being migrated. exterior UDFs may be written in C, C++, or Java after which compiled in some cases to kind a library and take a seat at a unique location and would should be registered with DB2. So, exterior UDFs need to be rebuilt on cloud servers as a result of OS models might possibly be different at the goal. Migrating such UDFs could want database migration capabilities from cloud carriers or they can't be migrated to cloud. in a similar fashion, SQL stored processes will also be migrated to the target Database, but external shop approaches will raise the same constraints than that of UDF and will now not be supported. Materialized query table(MQTs) will also be migrated, but they may still be created after the records is moved to the target database. in a similar fashion, the triggers may also be migrated when information is moved to goal database. The link between system-duration temporal tables and their associated historical past tables must be damaged before the table's data will also be moved (this holds genuine for bitemporal tables). A gadget-period temporal table is a table that keeps old models of its rows. Bitemporal Modeling is an information modeling method designed to tackle ancient statistics along two distinctive timelines. A bitemporal table is a desk that mixes the old monitoring of a device-period temporal desk with the time-certain information storage capabilities of an utility-duration temporal table. Bitemporal tables are frequently used to preserve person-primarily based period counsel as well as equipment-based historic counsel.

    Now we have some theory on what to migrate and what no longer to. Database administrators may still are looking for some downtime while performing this. suitable planning and cautions may still be taken while performing each and every of the mentioned actions, and correct time should be disbursed to take into account the nature of migration. Let me additionally element out a massive constraint with migration to DBaaS or DB on cases on cloud (from gadget Object PoV): only one buffer pool could be supported and the consumer areas may still be merged with leading consumer area with one buffer pool emigrate to the target state. dissimilar person spaces with distinctive DB swimming pools and buffer pools should not supported for DBaaS or DB on instance (VM) on cloud. So, remember that!

    Now we would birth the migration. There are certain equipment developed from IBM to function migration tasks, and the crucial ones are db2look utility and IBM Optim excessive efficiency unload. Db2look utility is used for generating new facts Definition Language (DDL) statements for target DB2. IBM Optim excessive performance dump can function copying the present Database to a temporary folder/bucket, which can also be AWS S3 or Softlayer Swift. The identical device will also be leveraged to stick via import/load utility to the goal.

    The a variety of the way to flow records to DB2 on cloud — DB2 hosted, DB2 on cloud and DB2 warehouse on cloud are given under:

  • Load information from a native file saved on the laptop (the usage of #Bluemix interface)
  • Load data from a Softlayer swift object store (the use of #Bluemix interface)
  • Load records from Amazon S3 (using #Bluemix interface)
  • Use the DB2 statistics move utilities, remotely
  • Use the IBM records switch carrier (25 to 100TB)
  • Use the IBM Mass facts migration service (one hundred TB or extra)
  • Now comes the protection point while migrating, encryption the usage of AES or 3DES is recommended. SSL and TLS are the favored the right way to comfortable information in transit.

    Let’s additionally shed some easy on DB2’s native encryption and how it works.

  • customer requests an SSL connection and lists its supported cipher suites (AES, 3DES)
  • Then, the server responds with a specific cipher suite and a replica of its digital certificates, which contains a public key.
  • client checks the validity of certificate — whether it is valid, a session key and a message authentication code (MAC) is encrypted with a public key and sent back to the server.
  • Server decrypts the session key and MAC (message authentication code), then send an acknowledgment to delivery an encrypted session with the customer
  • Server and customer securely change data using the session key and MAC chosen.
  • These are one of the crucial vital facets to be considered whereas migrating on-premise databases to IBM DB2 on Cloud.

    feel free to share your views in the feedback. 

    topics:

    ibm db2 ,database migration ,database ,ibm ,ibm cloud


    IBM DB2 Will target Oracle Database builders | killexams.com Real Questions and Pass4sure dumps

    news

    IBM DB2 Will target Oracle Database developers
  • by means of Jeffrey Schwartz
  • 04/24/09
  • IBM this week introduced a new version of its flagship DB2 database with software so as to deliver compatibility with applications built for Oracle databases.

    Embedded in IBM's approaching DB2 9.7, code-named "Cobra" and slated for unencumber in June, is application that provides compatibility with EnterpriseDB Corp.'s Postgres Plus superior Server database, which helps all Oracle information forms, SQL syntax, semantics and different applications constructed with Oracle PL/SQL stored strategies. Postgres superior Server is developed on the open supply PostgreSQL database.

    "The set of applied sciences now we have added will aid builders of custom functions and packaged functions installation to DB2," noted Bernie Spang, director of approach, analytics and facts management for IBM's software community.

    For IBM, or not it's the primary time the company has licensed know-how from a issuer of open source database software, notwithstanding EnterpriseDB founder Andy Astor observed the utility embedded in DB2 is in keeping with proprietary code.

    "here's now not an open source play," Astor stated. "every little thing else we do is open supply but that is one of the approaches we make our money, through promoting that compatibility know-how each to providers like IBM, in this case, and to clients within the variety of Postgres Plus superior Server."

    EnterpriseDB features to a number of shoppers including FTD and Sony online enjoyment that have migrated purposes developed for Oracle databases to Postgres Plus. The cope with IBM "gives them with proven functionality for enabling compatibility between DB2 and functions written for Oracle," mentioned 451 community analyst Matthew Aslett in an e-mail.

    "Database migrations are complex, time-ingesting, costly and rare, so any performance that makes the manner easier is going to be welcomed by using these organisations that are prepared to make the bounce," he added.

    The licensing pact is the first with the aid of EnterpriseDB, but Astor pointed out others are being negotiated.

    IBM is hoping the flow will encourage greater purchasers to migrate to its InfoSphere Warehouse 9.7 business edition, an information-cleansing and company analytics platform in keeping with DB2 and expertise IBM acquired from Cognos.

    the new unlock is targeted at bringing records mining, analytics and cubing to departments of agencies and smaller companies, Spang pointed out. additionally new in DB2 is guide for performing simultaneous transactions throughout XML and relational information.

    concerning the author

    Jeffrey Schwartz is government editor, points, for Redmond Developer news. that you could contact him at jschwartz@reddevnews.com.


    A Product Overview of DB2 9 for Linux, UNIX, and home windows | killexams.com Real Questions and Pass4sure dumps

    during this chapter you could be brought to the DB2 household of products that run on the Linux, UNIX, and windows working programs.

    This chapter is from the e-book 
  • DB2 items and PACKAGING
  • DB2 CONNECTIVITY
  • DB2 tools
  • DB2 ADMINISTRATION
  • in this chapter you could be delivered to the DB2 household of products that run on the Linux, UNIX, and home windows operating systems. This version of DB2 is frequently spoke of as the dispensed version to distinguish it from the DB2 for z/OS® version that runs on an IBM mainframe.

    DB2 has the means to shop every kind of digital guidance. This contains usual relational data, statistics encoded inside XML in addition to structured and unstructured binary counsel, files and textual content in many languages, pics, pictures, multimedia (audio and video), counsel selected to operations like engineering drawings, maps, assurance claims types, numerical handle streams, or any category of digital suggestions. This chapter illustrates one of the the way to access facts in a DB2 database the usage of one of the most interfaces provided inside the DB2 family. a description of each of the DB2 items are offered as an instance a few of DB2's elements and functions.

    The DB2 records Server is a vital part of IBM's suggestions as a service software portfolio that serves as the atomic stage for the broader IBM On Demand architecture.

    In determine 1-1 you can see that the IBM utility portfolio has in fact evolved into a collection of high price features offered by a variety of IBM application portfolio offerings. The spine cloth of this IBM reference architecture is the commercial enterprise provider Bus (ESB) it truly is used to facilitate communications throughout this rich set of capabilities.

    Figure 1-1

    determine 1-1 IBM carrier Framework for an On Demand company

    IT carrier management is typically supplied by means of quite a lot of Tivoli® products. The Tivoli portfolio is developed around 4 key disciplines or pillars:

  • security management
  • Storage administration
  • efficiency and Availability
  • Configuration and Operations
  • services from these pillars may also be used to at the same time manage your entire IT framework. as an instance, Tivoli Storage resource manager services will also be used enterprise-vast to monitor and document on heterogeneous storage materials to raise storage utilization, establish and resolve skills issues, and ensure application availability through coverage-based mostly automation.

    building features are the end result of a considerable number of Rational-based products that are constructed on the open supply Eclipse platform. for example, Rational® ClearCase® provides source control features, and Rational software development empowers software builders with a rich set of features that can also be used to increase functions, internet pages, and extended custom features for implementation in a functions Oriented architecture (SOA) or loosely coupled software framework.

    features that permit interplay are typically part of the Lotus® suite of products that enhance collaboration and conception sharing throughout the enterprise and beyond. items like Lotus Sametime® connect may also be used for messaging and more.

    a few functions in the framework illustrated in figure 1-1 are provided by means of the WebSphere® portfolio. for instance, a product like WebSphere Integration Developer helps you outline enterprise system flows in the commonplace enterprise system Execution Language (BPEL), which are used to enforce manner services that in flip aid you define, orchestrate, and automate enterprise guidelines. The business service Bus (ESB) is supplied with the aid of the WebSphere ESB product that provides your enterprise features with transformation, transport switching, and routing remediation among different capabilities. possibly essentially the most noted made of the WebSphere company is the WebSphere utility Server that provides a runtime framework for J2EE®-primarily based operations which are part of the Infrastructure functions part.

    finally there's the assistance functions which symbolize the superset of the capabilities you are going to study during this book. The selected set of capabilities which are customarily present in this part of the IBM reference structure are proven in determine 1-2.

    The functions proven to the correct in determine 1-2 are hierarchical in nature. In different words, as you're employed from bottom to good, the features provided become richer and greater enterprise oriented.

    for example, master information administration features are offered by way of the WebSphere Product center and WebSphere client middle products. grasp statistics are information that describe your core business entities: valued clientele, suppliers, companions, products, invoice of materials, employees, and the like. The self-discipline of grasp information management seeks to decouple master information from individual purposes unfold throughout the enterprise and create a vital, utility independent, useful resource. The end result is a simplification of ongoing integration tasks and new software development. This self-discipline addresses key issues equivalent to records quality and consistency proactively in place of "after the reality"; for instance, in a knowledge warehouse (a reduce service in this taxonomy). there's additionally a group of entity decision services that healthy within the grasp information management provider tier.

    enterprise Intelligence capabilities are offered by means of the DB2 records Warehouse variants that you can learn extra about later during this chapter. content material manager features are offered by the set of content management items and are used for document administration, archiving, regulatory retention, and are a basis through which unstructured counsel (comparable to FAXes, video, voicemail, and so forth) can also be searched and folded into the counsel asset.

    suggestions Integration services are looking for to deliver organisations with methods to share, place, submit, cleanse, and enrich statistics found in the reduce-degree statistics management services. WebSphere Federation Server and its parent WebSphere information Server are two such items that support put in force these functions.

    at last, the information management features tier is the basis upon which the other features are built. IBM has a number of statistics servers that fit into this tier, together with DB2, Informix®, IBM Cloudscape™, U2, and IMS™.

    This book is particularly about DB2 in this carrier tier. exceptionally, you'll learn the way DB2 can deliver any number of the excessive-cost statistics-centric features shown in determine 1-3.

    Figure 1-3

    figure 1-3 The information features supplied by way of DB2, the center of attention of this publication

    For extra advice on the whole IBM software portfolio and how they are mapped to the illustrated services proven Figures 1-1 and 1-2, confer with the IBM web website at www.ibm.com for more details.

    The DB2 family of records servers executes on windows, Linux (which may also be run on the complete spectrum of IBM's hardware: system i™, gadget z™, equipment x™, and equipment p™), Solaris™ (each SPARC®-primarily based and Intel®/AMD™-primarily based installations), HP-UX™ (both PA-RISC™-primarily based and Itanium-based installations), i5/OS®, VSE/VM, z/OS, and on pervasive platforms (like windows mobile version, BlueCat® Linux, Symbian®, Palm OS®, J2ME® platforms just like the RIM® Blackberry®, and greater).

    The DB2 code base is optimized for each and every platform to ensure highest efficiency and integration. DB2 for Linux, UNIX, and home windows shares a couple of ninety eight percent ordinary code base with platform-specific optimizations at the operating gadget interface (OSI) degree (determine 1-4).

    Figure 1-4

    determine 1-four The DB2 code for Linux, UNIX, and windows is well-nigh the identical

    This capacity that once you've learned how to administer a DB2 for AIX equipment, for essentially the most part you are going to know a way to manipulate DB2 for Linux or DB2 for home windows; here is the explanation why there is a single DB2 certification for all of the allotted platforms.

    DB2 for i5/OS and DB2 for z/OS are optimized for their respective environments. as an instance, DB2 for z/OS is based on a shared-everything disk structure the place the hardware-assisted Coupling Facility is used to serialize access to the shared disk. No such hardware exists for Linux, UNIX, and home windows, and hence DB2 on these structures uses a shared-nothing structure. for that reason, administration tends to vary between these systems (although many ideas and features are similar). however, the SQL API is 98% standard to all of the systems where DB2 runs, enabling purposes written on one platform to be quite simply ported to one other. This potential for you to construct an application on DB2 for home windows and port it readily to DB2 for z/OS. in case you build your utility in keeping with the SQL Reference for cross-Platform construction handbook, your application will be 100% transportable across the DB2 household.

    There are different synergies amongst DB2 operating on Linux, UNIX, and home windows, as smartly as the different DB2 members of the family. for instance, the JDBC driver used for DB2 for z/OS is the exact same code as is used for DB2 for Linux, UNIX, and windows. So whereas there may be variations in certain records definition language (DDL)-based projects, the facts manipulation language (DML) and client APIs are equivalent.




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    DB2 9 DBA for z/OS

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    A Product Overview of DB2 9 for Linux, UNIX, and Windows | killexams.com real questions and Pass4sure dumps

    In this chapter you will be introduced to the DB2 family of products that run on the Linux, UNIX, and Windows operating systems.

    This chapter is from the book 
  • DB2 PRODUCTS and PACKAGING
  • DB2 CONNECTIVITY
  • DB2 TOOLS
  • DB2 ADMINISTRATION
  • In this chapter you will be introduced to the DB2 family of products that run on the Linux, UNIX, and Windows operating systems. This version of DB2 is often referred to as the distributed version to differentiate it from the DB2 for z/OS® version that runs on an IBM mainframe.

    DB2 has the ability to store all kinds of electronic information. This includes traditional relational data, data encoded within XML as well as structured and unstructured binary information, documents and text in many languages, graphics, images, multimedia (audio and video), information specific to operations like engineering drawings, maps, insurance claims forms, numerical control streams, or any type of electronic information. This chapter illustrates some of the ways to access data in a DB2 database using some of the interfaces provided within the DB2 family. A description of each of the DB2 products are provided to illustrate some of DB2's features and functions.

    The DB2 Data Server is an important part of IBM's Information as a Service software portfolio that serves as the atomic level for the broader IBM On Demand architecture.

    In Figure 1-1 you can see that the IBM software portfolio has really evolved into a collection of high value services provided by various IBM software portfolio offerings. The backbone fabric of this IBM reference architecture is the Enterprise Service Bus (ESB) that is used to facilitate communications across this rich set of services.

    Figure 1-1

    Figure 1-1 IBM Service Framework for an On Demand business

    IT Service Management is mostly provided by various Tivoli® products. The Tivoli portfolio is built around four key disciplines or pillars:

  • Security Management
  • Storage Management
  • Performance and Availability
  • Configuration and Operations
  • Services from these pillars can be used to collectively manage your entire IT framework. For example, Tivoli Storage Resource Manager services can be used enterprise-wide to monitor and report on heterogeneous storage resources to increase storage utilization, identify and resolve potential problems, and ensure application availability through policy-based automation.

    Development Services are the culmination of various Rational-based products that are built on the open source Eclipse platform. For example, Rational® ClearCase® provides source control services, and Rational Application Development empowers application developers with a rich set of services that can be used to develop applications, Web pages, and extended custom services for implementation in a Services Oriented Architecture (SOA) or loosely coupled application framework.

    Services that enable interaction are typically part of the Lotus® suite of products that enhance collaboration and idea sharing across the enterprise and beyond. Products like Lotus Sametime® Connect can be used for messaging and more.

    A number of services in the framework illustrated in Figure 1-1 are provided by the WebSphere® portfolio. For example, a product like WebSphere Integration Developer helps you define business process flows in the standard Business Process Execution Language (BPEL), which are used to implement process services that in turn help you define, orchestrate, and automate business policies. The Enterprise Service Bus (ESB) is provided by the WebSphere ESB product that provides your enterprise services with transformation, transport switching, and routing remediation among other services. Perhaps the most famous product of the WebSphere brand is the WebSphere Application Server that provides a runtime framework for J2EE®-based operations that are part of the Infrastructure Services component.

    Finally there's the Information Services which represent the superset of the capabilities you'll learn about in this book. The specific set of services that are typically found in this part of the IBM reference architecture are shown in Figure 1-2.

    The services shown to the right in Figure 1-2 are hierarchical in nature. In other words, as you work from bottom to top, the services provided become richer and more business oriented.

    For example, Master Data Management services are provided by the WebSphere Product Center and WebSphere Customer Center products. Master data are facts that describe your core business entities: customers, suppliers, partners, products, bill of materials, employees, and so on. The discipline of Master Data Management seeks to decouple master information from individual applications spread across the enterprise and create a central, application independent, resource. The end result is a simplification of ongoing integration tasks and new application development. This discipline addresses key issues such as data quality and consistency proactively rather than "after the fact"; for example, in a data warehouse (a lower service in this taxonomy). There is also a set of entity resolution services that fit within the Master Data Management service tier.

    Business Intelligence services are provided by the DB2 Data Warehouse editions that you'll learn more about later in this chapter. Content Manager services are provided by the set of Content Management products and are used for document management, archiving, regulatory retention, and are a basis by which unstructured information (such as FAXes, video, voicemail, and so on) can be searched and folded into the information asset.

    Information Integration services seek to provide enterprises with ways to share, place, publish, cleanse, and enrich data found in the lower-level data management services. WebSphere Federation Server and its parent WebSphere Information Server are two such products that help implement these services.

    Finally, the Data Management services tier is the foundation upon which the other services are built. IBM has a number of data servers that fit into this tier, including DB2, Informix®, IBM Cloudscape™, U2, and IMS™.

    This book is specifically about DB2 in this service tier. Specifically, you'll learn how DB2 can provide any number of the high-value data-centric services shown in Figure 1-3.

    Figure 1-3

    Figure 1-3 The data services provided by DB2, the focus of this book

    For more information on the entire IBM software portfolio and how they are mapped to the illustrated services shown Figures 1-1 and 1-2, refer to the IBM Web site at www.ibm.com for more details.

    The DB2 family of data servers executes on Windows, Linux (which can be run on the entire spectrum of IBM's hardware: System i™, System z™, System x™, and System p™), Solaris™ (both SPARC®-based and Intel®/AMD™-based installations), HP-UX™ (both PA-RISC™-based and Itanium-based installations), i5/OS®, VSE/VM, z/OS, and on pervasive platforms (like Windows Mobile Edition, BlueCat® Linux, Symbian®, Palm OS®, J2ME® platforms like the RIM® Blackberry®, and more).

    The DB2 code base is optimized for each platform to ensure maximum performance and integration. DB2 for Linux, UNIX, and Windows shares about a 98 percent common code base with platform-specific optimizations at the operating system interface (OSI) level (Figure 1-4).

    Figure 1-4

    Figure 1-4 The DB2 code for Linux, UNIX, and Windows is virtually the same

    This means that once you've learned how to administer a DB2 for AIX system, for the most part you'll know how to manage DB2 for Linux or DB2 for Windows; this is the reason why there is a single DB2 certification for all the distributed platforms.

    DB2 for i5/OS and DB2 for z/OS are optimized for their respective environments. For example, DB2 for z/OS is based on a shared-everything disk architecture where the hardware-assisted Coupling Facility is used to serialize access to the shared disk. No such hardware exists for Linux, UNIX, and Windows, and therefore DB2 on these platforms uses a shared-nothing architecture. For this reason, administration tends to vary between these platforms (though many concepts and features are similar). However, the SQL API is 98% common to all the platforms where DB2 runs, allowing applications written on one platform to be easily ported to another. This means that you can build an application on DB2 for Windows and port it effortlessly to DB2 for z/OS. If you build your application according to the SQL Reference for Cross-Platform Development handbook, your application will be 100% portable across the DB2 family.

    There are other synergies among DB2 running on Linux, UNIX, and Windows, as well as the other DB2 family members. For example, the JDBC driver used for DB2 for z/OS is exactly the same code as is used for DB2 for Linux, UNIX, and Windows. So while there may be variations in specific data definition language (DDL)-based tasks, the data manipulation language (DML) and client APIs are similar.


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    This vendor-specific Certification is Offered By:IBM CorporationArmonk, NY USAPhone: 914-499-1900Email: This email address is being protected from spambots. You need JavaScript enabled to view it.

    Skill Level: Intermediate                          Status: Active

    Low Cost: $200 (shortest track)               

    Summary:For individuals who work with IBM DB2 databasesand are capable of performing the intermediate to advanced day-to-day administration of DB2 instances and databases.

    Initial Requirements:You must be an IBM Certified Database Associate and pass between one and two additional exams ($200 each). There are 4 tracks to choose from: DB2 (9.7) for Linux, Unix and Windows, DB2 (10) for z/OSDB2 (9) DBA for Linux, Unix and Windows, and DB2 (9) DBA for z/OS. Training is available but not required.

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    DBA CORNER - The Mainframe Does Big Data | killexams.com real questions and Pass4sure dumps

    Oct 10, 2018

    Craig S. Mullins

    Normally, for this column, I would write a technical article or something on leadership. However, Big data and the impact of analytics on large quantities of data is a trend that is here to stay. The general idea is that large amounts of data, from multiple sources and of multiple types, can be analyzed to produce heretofore unknown insights about your business.

    When you mention big data and analytics, the first thing most people think of is Hadoop, Spark, and NoSQL. But are these newer technologies required for big data projects? What about the mainframe?

    Mainframes are not often mentioned in big data articles and advertising. But they should be! The mainframe is the most secure and reliable processor of business transactions for the Fortune 500. Millions of CICS and IMS/TM transactions are being processed every second by big businesses and their customers. Every time you book a flight, visit the ATM, or make a purchase just about anywhere, chances are that there is a mainframe behind the scenes making sure that the transaction happens accurately and efficiently. According to a recent study by TechTarget, the No. 1 type of data being collected for big data programs is “structured transaction data.” And most of that lives on a mainframe!

    The same study also revealed that most organizations are planning to use mainstream relational databases to support their big data environment—more so than Hadoop, NoSQL, or any other type of database or data platform. So traditional RDBMSs, such as Db2 for z/OS, can be—and are being—used to drive big data projects. O’Reilly’s Data Science Salary Survey found that the top tool used by data scientists is not R or Python, but SQL on relational databases. Yes, the same SQL we all know (and love) has not been displaced by other tools for big data analytics.

    Relational and Db2 for Big Data?

    It makes sense that relational databases can be used for big data projects, but probably not all big data projects. Sometimes relational may not operate or perform as needed when the project requires a large number of columns, a flexible schema, relaxed consistency, or complex graphs. But that does not mean the mainframe cannot be used. IBM’s Linux for System z can run Hadoop as well as many types of NoSQL database systems. Consider, for example, Veristorm’s zDoop distribution of Hadoop that runs on Linux for System z.

    IBM also offers Machine Learning for z/OS, a complete machine learning solution to extract value from enterprise data that runs on the mainframe. This solution can be used to ingest and transform data to create, deploy, and manage high-quality self-learning behavioral models using mainframe data.

    The IBM Db2 Analytics Accelerator can be integrated with Db2 for z/OS and used to provide powerful analytics processing. The accelerator is a workload-optimized appliance that boosts performance for complex analytic needs. Benchmarks have shown it can run complex queries up to 2000x faster while retaining single record lookup speed. This means that the accelerator delivers high performance for complex business analysis over large amounts of data. And it is completely transparent to your applications; it looks and works just as Db2 for z/OS, only faster.

    Furthermore, Db2 has capabilities for ingesting, storing, and processing big data, including JSON documents and integration with Hadoop. IBM’s BigInsights, which is a collection of services for Hadoop, has integration points with Db2 for z/OS. IBM’s InfoSphere BigInsights connector for Db2 for ?z/OS provides user-defined functions that enable developers to write scripts in JAQL to query JSON objects in the BigInsights environment for analysis.

    From a more traditional Db2 perspective, compression can be used to reduce the amount of storage used by very large databases. And, you can compress both table data and indexes, thereby using less storage to maintain large amounts of data.

    Partitioning can also be used to spread data across multiple datasets, which might be needed for very large table spaces. With relative page numbering in Db2 Universal table spaces, it is possible for tables to reach 4PB in size! Who wouldn’t call that big data?

    A Vital Component

    The mainframe should be a vital part of creating your big data projects to deliver value to your organization. This does not mean that you shouldn’t learn the new technologies of big data, such as Hadoop, Spark, and NoSQL. It is just that Db2 and the mainframe should absolutely be a major component of your big data planning and infrastructure.



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