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the following is an excerpt from understanding DB2: gaining knowledge of visually with examples, 2nd edition, by Raul Chong,...
Xiaomei Wang, Michael Dang and Dwaine Snow. it's reprinted here with permission from overseas enterprise Machines agency; Copyright 2008. examine the ebook excerpt beneath or download a free .pdf of the chapter: "figuring out IBM DB2: Product history and strategy."
Database 2 (DB2) for Linux, UNIX, and home windows is an information server developed with the aid of IBM. version 9.5, accessible due to the fact October 2007, is essentially the most existing edition of the product, and the one on which they center of attention in this publication.
during this chapter you will gain knowledge of in regards to the following:
1.1 brief historical past of DB2
in view that the Nineteen Seventies, when IBM research invented the Relational mannequin and the Structured query Language (SQL), IBM has developed an entire family of statistics servers. development started on mainframe systems corresponding to virtual laptop (VM), digital Storage extended (VSE), and distinct digital Storage (MVS). In 1983, DB2 for MVS version 1 became born. "DB2" become used to indicate a shift from hierarchical databases—such as the advice administration device (IMS) prevalent on the time—to the new relational databases. DB2 development persisted on mainframe systems in addition to on allotted structures.1 determine 1.1 suggests one of the vital highlights of DB2 heritage.
figure 1.1 DB2 timeline
In 1996, IBM announced DB2 normal Database (UDB) edition 5 for allotted structures. With this version, DB2 was able to store all types of digital data, including usual relational statistics, in addition to audio, video, and textual content files. It was the first version optimized for the net, and it supported quite a number disbursed structures—as an instance, OS/2, windows, AIX, HP-UX, and Solaris—from assorted vendors. additionally, this widely wide-spread database become capable of run on lots of hardware, from uniprocessor programs and symmetric multiprocessor (SMP) techniques to massively parallel processing (MPP) techniques and clusters of SMP methods.
despite the fact that the relational model to keep statistics is essentially the most regular within the industry these days, the hierarchical model never lost its value. during the past few years, due to the recognition of eXtensible Markup Language (XML), a resurgence within the use of the hierarchical model has taken location. XML, a versatile, self-describing language, relies on the hierarchical model to keep statistics. With the emergence of recent internet technologies, the deserve to keep unstructured kinds of data, and to share and alternate suggestions between groups, XML proves to be the choicest language to satisfy these wants. these days they see an exponential growth of XML documents usage.
IBM recognized early on the importance of XML, and massive investments have been made to carry pureXML technology; a expertise that gives for enhanced guide to keep XML documents in DB2. After 5 years of building, the effort of 750 builders, architects, and engineers paid off with the unencumber of the primary hybrid statistics server available in the market: DB2 9. DB2 9, attainable considering the fact that July 2006, is a hybrid (also called multi-structured) information server since it enables for storing relational records, as well as hierarchical information, natively. while other statistics servers in the market, and previous types of DB2 might save XML documents, the storage components used become no longer premiere for efficiency and adaptability. With DB2 9's pureXML expertise, XML documents are kept internally in a parsed hierarchical manner, as a tree; therefore, working with XML files is vastly more desirable. In 2007, IBM has gone even extra in its help for pureXML, with the unlock of DB2 9.5. DB2 9.5, the latest version of DB2, not most effective enhances and introduces new points of pureXML, nonetheless it also brings improvements in installation, manageability, administration, scalability and performance, workload management and monitoring, regulatory compliance, issue choice, assist for software development, and support for company associate applications.
DB2 is available for a lot of platforms including system z (DB2 for z/OS) and gadget i (DB2 for i5/OS). unless in any other case referred to, once they use the term DB2, they are relating to DB2 version 9.5 operating on Linux, UNIX, or windows.
DB2 is a part of the IBM assistance administration (IM) portfolio. desk 1.1 shows the diverse IM products purchasable.
desk 1.1 information administration productssuggestions administration products Description Product choices facts servers give software functions for the comfy and efficient management of statistics and enable the sharing of counsel throughout multiple platforms IBM DB2IBM IMSIBM InformixIBM U2 data warehousing and business intelligence help consumers compile, prepare, manipulate, analyze, and extract positive information from all statistics varieties to support them make faster, extra insightful company decisions. DB2 AlphabloxDB2 cube ViewsDB2 Warehouse EditionDB2 query management Facility commercial enterprise content management & discovery manipulate content material, manner, and connectivity. The content material comprises each structured and unstructured statistics, corresponding to e-mails, electronic kinds, photos, digital media, observe processing files, and internet content material. operate commercial enterprise search and discovery of advice. DB2 content ManagerDB2 ordinary StoreDB2 CM OnDemandDB2 data ManagerFileNet P8 and its add-on suitesOmniFind tips integration collect distributed suggestions from heterogeneous environments. businesses view their advice as if it have been all living in one location. IBM counsel Server integration utility platform, inclusive of:- WebSphere Federation Server- WebSphere Replication Server- WebSphere DataStage- WebSphere ProfileStage- WebSphere QualityStage- WebSphere counsel-capabilities Director- WebSphere Metadata Server- WebSphere company thesaurus- WebSphere statistics adventure publisher
1.2 The function of DB2 within the tips on demand world
IBM's direction or approach is in response to some key concepts and applied sciences:
On-Demand BusinessInformation On Demand (IOD)carrier-Oriented architecture (SOA)net ServicesXML
in this part they describe each and every of these concepts, and they explain the place DB2 matches in the method.
1.2.1 On-Demand company
We are living in a posh world with advanced computing device systems the place alternate is a relentless. on the equal time, purchasers are becoming extra worrying and fewer tolerant of errors. In a difficult environment like this, organizations deserve to react rapidly to market alterations; in any other case, they may be left at the back of by means of opponents. to be able to react right away, a company needs to be integrated and flexible. In different words, a enterprise today must be an on-demand business.
An on-demand company, as defined by means of IBM, is "an business whose business strategies -- integrated conclusion to conclusion across the company and with key companions, suppliers and shoppers -- can reply with pace to any consumer demand, market chance, or external chance."
IBM's on-demand company mannequin is in response to this definition. To aid the on-demand model, IBM makes use of the e-enterprise framework shown in determine 1.2.
determine 1.2 The IBM e-business framework
In figure 1.2 the dotted line divides the logical ideas on the top with the physical implementation on the backside. Conceptually, the IBM e-enterprise framework is in accordance with the on-demand company mannequin operating atmosphere, which has four fundamental characteristics: it is integrated, open, virtualized, and autonomic. These traits are defined later during this part. The area under the dotted line illustrates how this ambiance is implemented with the aid of the suite of IBM application items.
The IBM DB2 utility performs a crucial function within the on-demand operating atmosphere. All points of the advice administration portfolio, together with DB2, are developed with the 4 basic traits of the on-demand company mannequin in intellect.
The backside of determine 1.2 shows the operating methods during which the IBM utility suite can operate: Linux, UNIX, home windows, i5/OS, and z/OS. below that, the servers, storage, and network An on-demand enterprise is dependent upon having assistance purchasable on demand, each time it is required, by individuals, tools, or applications. counsel On Demand is discussed in the subsequent part.
1.2.2 counsel On Demand
advice On Demand, as its name implies, is making counsel accessible each time individuals, equipment, or functions demand or request it. This may also be made viable via providing tips as a carrier. IBM generally makes use of the illustration in determine 1.three to clarify what "tips as a carrier" capability. Let's use here instance to clarify this conception in a extra unique approach. count on you're the everyday manager of a grocery store, and your leading intention is to make this enterprise profitable. to accomplish this, you need to make good decisions, similar to how to reveal items on shelves so that they sell more. in order to make good choices, you deserve to have up-todate, legitimate counsel.
figure 1.three counsel as a carrier
As depicted on the bottom of figure 1.3, many companies these days have a large variety of heterogeneous sources of suggestions. For this particular instance let's expect your suppliers use SAP and DB2, your sales branch uses an internally developed application, your smaller supermarket shoppers use Peoplesoft, and Oracle, etc. therefore, you see several heterogeneous functions with semi-uncooked information, for you to most effective be valuable to you if you can integrate them all. with a view to combine the facts, it needs to be supplied as a provider, and this is feasible by using necessities akin to JDBC and ODBC, and wrapping each and every of these purposes as an internet provider. once the data are built-in, you might also come up with decisions that may now not have been logical otherwise, reminiscent of placing beer and diapers within the same aisle to be able to sell greater of both items.
With the records built-in that you can additional massage it to perform some extra evaluation and get insightful relationships. This further massaging of the facts can be performed by using other software, equivalent to entity analytics, master statistics, etc as proven on the appropriate aspect of the determine. at last, this integrated data can be passed to different strategies, tools and purposes, and people for extra analysis.
1.2.3 provider-Oriented architecture
provider-Oriented architecture (SOA), as its identify implies, is an architecture based on capabilities -- chiefly internet functions. SOA is not a product, however a technique, a method to design techniques that enable for integration, flexibility, loosely coupled add-ons, and more suitable code reuse. With this architecture, business actions are treated as services that will also be accessed on demand through the community.
figure 1.four, which is also used in lots of IBM presentations, depicts the SOA lifecycle. It includes 4 iterative steps or degrees—model, bring together, install, control—and a fifth step that provides suggestions throughout the cycle: Governance & techniques.
determine 1.4 The SOA Lifecycle
A extra detailed clarification of each stage within the SOA lifecycle is provided in table 1.2.SOA levelDescription IBM tools That can be Used bring togetherThis stage is ready constructing new features and/or reusing existing ones, and assembling them to kind composite applications. WebSphere Integration DeveloperRational software Developer set up in this stage your features and functions are deployed into a cozy atmosphere that integrates people, processes, and suggestions inside your enterprise. WebSphere process ServerWebSphere Message BrokerWebSphere associate GatewayWebSphere PortalWebSphere Everyplace DeploymentWorkplace Collaboration ServicesWebSphere assistance IntegratorWebSphere software Server controlIn this stage, you should control and computer screen your system, locate and correct inefficiencies and complications, contend with protection, high-quality of service, and popular gadget administration. DB2 content material ManagerWebSphere enterprise MonitorTivoli Composite ApplicationManager for SOATivoli identity supervisor Governance Governance underpins the entire lifecycle levels. It ensures that all the capabilities from inside and out of doors the firm arecontrolled so the system does not spin out of manage. Governance provides each route and handle. N/A
1.2.4 net features
a web carrier, as its name implies, is a provider made obtainable during the web. A extra formal, but still primary definition states that a web carrier is a way for an software to name a feature over the network; besides the fact that children, there isn't any deserve to know
internet functions are potent as a result of they allow corporations to alternate counsel with minimal or no human intervention. Let's go again to the supermarket illustration to see the vigor of internet features in a greater useful scenario:
let's say you order 100,000 cookies from a enterprise, expecting all of them to be offered in a single month. After the month passes best 60,000 are sold, so that you are left with 40,000. as a result of these are cookies of a distinct form, they'll damage in two weeks. You should act quickly and sell them to different smaller supermarkets or internet companies akin to Amazon.com or eBay. which you can grab the mobilephone and spend an entire morning calling each of the smaller grocery store consumers, providing them as many cookies as they'd want to purchase from you; otherwise you may take a more "technical" approach and boost an easy application that might do that for you automatically. Assuming every of these smaller supermarket shoppers provide net services, you could enhance an application (in any programming language) that lets you SQL insert overstocked items, such as the forty,000 cookies, right into a DB2 database desk overstock. You could then define a set off on this desk which invokes a DB2 saved system (more about triggers and saved approaches in Chapter 7, Working with Database Objects) that could eat net functions supplied by means of the web corporations or the smaller supermarket customers. This situation is depicted in determine 1.5.
figure 1.5 the usage of an internet service
As that you can see from figure 1.5, the primary act of inserting 40,000 cookies through your utility into the table overstock in the DB2 server allows for the techniques of many smaller supermarkets and information superhighway businesses, by utilizing their web functions, to make the cookies accessible on their techniques right now, opening new revenue channels. In figure 1.5, DB2 is behaving as a web carrier consumer, since it is the use of or "ingesting" the net features, while the smaller supermarket customers and internet businesses are behaving as the web provider suppliers, as a result of they're making these internet services obtainable for others to make use of. For simplicity functions, they have unnoticed in figure 1.5 the name to a kept process. This scenario suggests the vigour of internet functions: business-to-company change of tips using applications. There is no need for human intervention. DB2 and net capabilities should be mentioned in additional aspect in Chapter 10, studying the DB2 pureXML help.
XML stands for eXtensible Markup Language. XML's recognition and use has grown exponentially during the past few years, because it is a core component of many new technologies. The easiest method to keep in mind how XML works is with the aid of evaluating it to HTML, on the grounds that many americans nowadays are commonplace with HTML. Let's take a look on the following line in an HTML doc:RaulIn the above line, the tag indicates the manner you may like to display the text, in this case, Raul in bold. Now Let's take a glance on the following line in an XML document: Raul within the above line, the tag describes the text Raul. The tag is announcing that Raul is actually a reputation. See the difference? In HTML, tags are used to indicate the way you would want to monitor the records; in XML, tags are used to really describe the information. desk 1.three describes the traits of XML. table 1.three qualities of XML XML attribute Description bendyXML is a flexible language because it is effortless to adjust or adapt. XML is in accordance with a hierarchical model, which is most applicable to keep unstructured forms of information corresponding to financial information, life sciences suggestions (for instance Genome, DNA), and so forth. handy to expandXML is handy to prolong; this is, which you can create your personal tags. for instance, moreover the tag within the example above, you may create new tags equivalent to , , etc. This capability which you could create your personal language or protocol based on XML. Describes itself XML can describe itself; one more doc called an XML Schema (which itself is an XML document) is used to provide rules and descriptions as to what every of the tags in a document suggest and hinder the type of information the tags can include. An older method, however nonetheless wide-spread today, is to use DTD documents. in the above example, an XML Schema or DTD doc can indicate that the tag can most effective be used to store characters. may also be changed to different formats GXML can be transformed to other formats like HTML, the use of Extensible Stylesheet Language Transformations (XSLT), a language used for the transformation of XML files. unbiased of the platform or vendor XML is impartial of the platform or dealer; in any case, XML documents can be kept in textual content data containing tags. textual content files are supported in all places. handy to proportionXML is convenient to share with different applications, corporations, and strategies on the grounds that it can be kept as a text doc. since it is handy to share, or not it's acceptable as the core of net capabilities. XML is additionally at the core of net 2.0 development technologies. net 2.0, as described in Wikipedia. org "refers to a perceived second era of internet-primarily based communities and hosted features -- corresponding to social-networking websites, wikis, and folksonomies -- which facilitate collaboration and sharing between clients". Wikis, blogs, mash-ups, RSS or atom feeds, and so on, which can be a part of web 2.0 construction technologies, are all in response to or concerning XML. This makes DB2 9.5 the surest data server platform for web 2.0 construction. table 1.four describes the distinctive technologies that are a part of net 2.0. (to look desk 1.four and to study more, download the free .pdf of this chapter.)XML is mentioned in additional element in Chapter 10, gaining knowledge of the DB2 pureXML help.greater informationContinue studying about IBM DB2 by means of downloading a free .pdf of the chapter: "realizing IBM DB2: Product historical past and method."read other excerpts from statistics management books in the Chapter down load Library.take heed to a podcast about IBM DB2 9 certifications with Roger Sanders.
SPSS is an information science and analysis tool developed by way of IBM. if you’re the usage of SPSS, listed below are some explanations to opt for Db2 as a backend database to your projects.1. It’s free
SPSS is regularly used by using students or independent consultants. And so, you can also like free issues in case you use SPSS. The Db2 on Cloud Lite plan is free. now not simply free for 1 yr, like some other databases out there. It’s free perpetually. although, you’ll should reactivate your free tier every 30 days, so that they will preserve materials open for others.2. It’s essential to run, but..
You don’t should be a DBA to make use of Db2 on Cloud. Db2 on Cloud is absolutely managed. center of attention on records science, and never working databases.
youngsters, I should mention that the setup manner for Db2 on Cloud with SPSS may be a little longer. however, when you do install the database connection, managing your database will be primary. right here’s a video on YouTube which walks via constructing Db2 with SPSS on windows that can be useful.
Having concern? Don’t be a stranger! attain out to me within the comments below and i’ll help get you began.three. Scale on-demand
if you happen to are equipped for a paid plan, that you can choose Flex. From there, you simplest need to pay for what you employ. which you could scale up and down using sliderbars. So, that you could scale up to run your evaluation, and then scale lower back down. if you need even more power, try Db2 Warehouse on Cloud. Its huge parallel processing engine (MPP) can analyze terabytes of data all of a sudden.four. Analyze up to 100X sooner with BLU in-reminiscence acceleration
IBM’s BLU acceleration is a enormous abilities over the open supply alternate options nowadays. It makes use of in-reminiscence columnar know-how to analyze facts plenty sooner. The BLU engine uses a lot of other patented IBM speedups, like actionable compression. That allows you to query records while it’s compressed, which both saves compute time from decompression and maximizes RAM for a double-whammy of power.
Jul 30, 2018Joyce Wells
DBI software, a company of Db2 LUW efficiency solutions, has added new capabilities in its pureFeat V7 efficiency administration Suite for IBM Db2 LUW.
With this release, DBI is elevating performance monitoring to support DBAs and administration groups to cope with the volatility of agile environments, mentioned Scott Hayes, president and founding father of DBI.
Agentless color choice - IBM has completed lots of work within the latest unencumber of Db2 (version 11) to make pureScale easier to make use of, put into effect, and administer and, due to this fact, DBI has considered more desirable adoption of pureScale over the final 12 months, talked about Hayes. To assist shoppers get more from pureScale, DBI’s latest free up provides potent Db2 pureScale efficiency reporting and trending, including new efficiency shows for global Bufferpools, CF Wait times, CF Processing instances, the Cluster Facility, and Member performance.
Agentless Collector alternative - besides DBI's agent-primarily based collector, the free up provides a brand new agentless collector choice for monitoring cloud databases the place a server login immediate isn't purchasable. The agentless collector makes it less complicated to monitor distinct databases with minimal overhead and administration and is peculiarly important for monitoring cloud databases however also for convenience in light-weight monitoring of non-critical databases, pointed out Hayes.
Database rating Calculations - according to DBI, many consumers appreciate that the database ranking offered by way of pureFeat helps them quickly triage databases to center of attention on the worst complications first. The score, ranging from 0-10,000, is cost primarily based, assisting DBA groups to discover hidden or emerging future complications.
prior to now, the "analyze database ranking" characteristic highlighted issues and provided guidance for resolution, however there became no indicator for the severity of the issues identified. The comments from consumers, observed Hayes, was that they appreciated the tool however it was now not clear what the worst complications were.
within the new liberate, the variety of elements subtracted for each problem is printed in order that DBAs can consider what the worst issues are.
"Index Design Workbench" - DBI’s Predictive Index have an effect on evaluation (PIIA) helps Db2 clients remember the influence of adding new indexes given SQL workloads for any timeframe, assisting DBA teams to tune Db2 databases with confidence and also assisting them benefit exchange manage approvals extra easily.
constructing on the success of this potential, the brand new unencumber adds the capacity for DBAs to alter indexes suggested with the aid of the Design guide (add, remove, or reorder columns, and alter form sequences) or invent their own new index that may also be handed into the affect evaluation.
Now, valued clientele have the ability to eradicate columns in a advised index or reorder columns, and if they believe they're smarter than the application, pointed out Hayes, they can create their own index and put it through the predictive have an effect on evaluation tool to peer if it is going to even have the a good suggestion have an impact on that they are expecting.
more advantageous trend Charts - one of the most favourite capabilities provided by using DBI is the vogue charts with trade event warning signs plotted on them. however, in the past, it was only possible to graph definite in a similar fashion scaled metrics across time on an X and Y axis. in this unencumber, a new Z axis alternative has been added, making it possible to graph assorted metrics throughout time, assisting to determine trigger and impact.
for example, DBAs can now graph the normal transaction response time together with the variety of current and active database connections. A DBA might see that when the database is running 30 concurrent energetic connections, response times start to decelerate, stated Hayes.
The want for pace
With the elevated focus on DevOps, there is additional drive to take alterations immediately and that creates work and stress for DBA teams, followed Hayes, pointing out that “alternate is an invite for new complications.” through providing the brand new capabilities during this unencumber, he noted, DBI is providing individuals with extra insight into what is occurring within their Db2 environments.For extra suggestions, goto www.dbisoftware.com/pureFeat-70-DB2-LUW-performance-equipment.phpand DBI utility pureFeat V7 information.
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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
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 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:
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 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 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.
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.
Continuing Requirements:None specified
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Vendor's page for this certification
Oct 10, 2018Craig 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 they 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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