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000-775 Applying Fundamentals of IBM Tivoli On require Automation

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Test cognomen : Applying Fundamentals of IBM Tivoli On require Automation
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: 150 existent Questions

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IBM Applying Fundamentals of IBM

IBM to create synthetic intelligence lab in Albany | existent Questions and Pass4sure dumps

ALBANY — IBM will expend more than $2 billion to extend its activities statewide, together with creation of a brand novel middle at SUNY-Polytechnic Institute’s Albany campus to analysis synthetic intelligence.

The enterprise and state officials announced the draw Thursday, and hailed it as a step that will hold ny — above All Tech Valley — a hub of analysis into leading edge know-how. 

The AI Hardware core may subsist dedicated to ersatz intelligence-focused computing device chip research, building, prototyping, testing and simulation. IBM is recruiting company collaborators for the undertaking on Fuller street in Albany; tech industry giants applied materials, Samsung and Tokyo Electron restricted acquire already got signed on. 

Rensselaer Polytechnic Institute and its supercomputer lab also should subsist a piece of the trouble.

“new york has at All times been at the forefront of emerging industries, and this inner most sector funding to create a hub for ersatz intelligence analysis will attract world-classification minds and power financial multiply within the place,” Gov. Andrew Cuomo observed in a advice unencumber.

The state talked about Thursday that IBM will give at least $30 million charge of cash and in-variety contributions for AI analysis across the SUNY device, matched by course of $25 million from SUNY. Empire state building, the state’s financial construction agency, will deliver $300 million over 5 years to the analysis basis for SUNY to buy and deploy materiel to support the AI Hardware middle.

in the meantime, IBM will extend its partnership with SUNY Poly at the core for Semiconductor analysis in Albany, and extend its expiration from 2021 to as a minimum 2023.

The AI Hardware core is expected to appeal to novel groups and federal research initiatives to the state whereas developing lots of of recent jobs.

In a corporation weblog post Thursday, Mukesh Khare, IBM’s vice chairman of semiconductor and AI hardware, notable AI holds top notch handicap and calls for extraordinary computing power — more than existing know-how can supply. progress would require “massive changes in the fundamentals of methods and computing design,” he wrote.

“The IBM analysis AI Hardware hub might subsist the nucleus of a novel ecosystem of research and commercial companions collaborating with IBM researchers to further hasten up the edifice of AI-optimized hardware innovations,” he added.

Cuomo’s information release painted Thursday’s announcement because the subsequent step in the 20-yr trade-executive-academic partnership that led to evolution of what's referred to as Tech Valley. That moniker become in the dawn an optimistic or even fanciful branding of the vaguely described status up and down the Mohawk and Hudson valleys from Albany, nevertheless it has proved correct, with introduction of hundreds of jobs and billions of dollars worth of financial endeavor in the nanotechnology and semiconductor sectors.

Khare wrote that IBM can subsist taking piece with RPI at RPI’s hub for Computational innovations in North Greenbush: “Working throughout the core, IBM and its companions will develop more than a few applied sciences from chip degree instruments, substances, and architecture, to the software aiding AI workloads.”

John Kolb, RPI’s vp for assistance services and know-how, said in a information free up: “Our partnership with long island state builds on the abysmal potential Rensselaer has in ersatz intelligence, facts analytics and computation. The toil they achieve collectively will preserve long island within the forefront of next generation computing.”

IBM Pilots Blockchain and IoT Sensor reply To music Sustainable Groundwater usage In California | existent Questions and Pass4sure dumps

California’s Sacramento-San Joaquin River DeltaIBM research

Tech significant IBM has revolve into a leader in demonstrating precise-world applications of blockchain technology. The commerce has already implemented blockchain-based solutions to track meals provide chains and to subsist inevitable ethically sourced minerals.

IBM continues to collaborate with a number of main organizations to resolve advanced enterprise challenges via its blockchain network. introduced today, IBM research is partnering with The Freshwater reliance (TFT), a nonprofit working to offer protection to and fix freshwater ecosystems, and SweetSense Inc., a issuer of budget friendly satellite related sensors, to pilot blockchain and IoT technologies for monitoring groundwater usage in a sole of the greatest and at risk aquifers in North the us.

The institution of Colorado at Boulder will supply extra analysis guide for this mission, which is also being jointly funded with the aid of the Water foundation and the Gordon and Betty Moore foundation.

The mission’s scientists and engineers will exhibit how the blockchain and far flung IoT sensors can accurately measure groundwater usage transparently and in precise-time. The sensors will transmit water extraction statistics to orbiting satellites and then to the IBM blockchain platform hosted within the IBM Cloud. The blockchain will listing All information exchanges or transactions made in an append-simplest, immutable ledger. sensible contracts will also subsist used once transactions are automatically achieved when the circumstances are matched.

The neighborhood will pilot the materiel in northern California’s Sacramento-San Joaquin River Delta, often pointed out as the “nexus of California’s statewide water equipment.” The river delta covers 1,a hundred rectangular-miles, offering water to the San Francisco Bay enviornment and Southern California. It additionally supports dozens of legally covered fish, plant and animal species.  in addition, nearly seventy five% of this land is used for agriculture.

in accordance with a analysis challenge in Kenya with USAID, the Millennium Water Alliance and different partners, they are now making expend of their capabilities in constructing determination aid techniques for water management for floor and groundwater records aggregation, workflow optimization and analytics to tackle equivalent challenges in California. With the addition of the blockchain, they will bridge crucial acquire assurance and transparency gaps making it viable to construct a robust, scalable and budget friendly platform for managing precious groundwater supplies any status on the earth”, talked about Dr. Solomon Assefa, vp, rising Market options and Director for IBM analysis, Africa.  

The collaboration between the businesses begun in keeping with the Sustainable Groundwater administration Act (SGMA), which became signed into California legislations in 2014. SGMA mandated the introduction of Groundwater Sustainability groups (GSAs), indigenous companies which are chargeable for guaranteeing that regional groundwater materials are sustainably managed. The GSAs are chargeable for establishing and implementing a draw to originate their indigenous groundwater utilization sustainable via 2040.

In California and in the vital Valley, one of the vital biggest impacts on their river circumstances is agriculture. here's a great agricultural location it really is severely groundwater stressed out. This problem become brought to attention in California when a multi-yr drought resulted in an acquire an repercussion on of over $three billion to the agricultural economic climate. California then handed the SGMA, which for the first time will adjust groundwater pumping. Now, youngsters, the state of California is attempting to verify how to share communal elements. As a non-earnings, they try to guide attaining these dreams,” Alex Johnson, Freshwater Fund Director with TFT, advised me.

A Blockchain For Farmers, Financers And Regulators

all over the pilot, a web-based mostly dashboard can subsist available to farmers, financers and regulators, enabling All events to monitor and song using groundwater. this could additionally support reveal how sustainable pumping ranges can subsist performed through the buying and selling of groundwater expend shares within the state of California. individual users who require groundwater amounts past their share cap may subsist capable of “buy” groundwater shares from different clients who achieve not require All of their provide at a market-regulated rate.

in response to Nathan Wangusi, computing device scientist for IBM analysis, Africa, researchers are constructing an conception for a “groundwater credit,” in order to permit farmers to alternate water sources amongst each other.

The blockchain makes it viable for for visibility of water extraction and keeps a tight ledger on this, whereas assisting with transparency and the capability to alternate property. They are actually constructing a groundwater credit, which is an asset-based token that represents an amount of water that a consumer has rights to. here's comparable to an environmental credit. for example, they currently acquire a job that uses plastic recycling as a tokenized credit that can also subsist traded on a blockchain platform.”

as an instance, if a strawberry farmer is planning to prefer the season off to prepare for an organic crop here harvest, they could change or sell water credit on the blockchain to one more farmer. Or, if as a result of a particularly dehydrate season a winery realizes it is going to necessity further floor water to forestall dropping the old, the vintner can buy extra water shares, without negatively impacting the aquifer.

besides blockchain, the sensor expertise offered by SweetSense is a vital factor for monitoring groundwater components.

with the aid of remotely monitoring groundwater expend by the expend of their sensors, we’re capable of hearten improve and preserve sustainable access to water substances for americans, farmers, and livestock. The toil we’re doing in Africa is at once translatable to California, mentioned Evan Thomas, CEO of SweetSense and Mortenson Chair of world Engineering on the tuition of Colorado Boulder. Their research team on the institution of Colorado will hearten in modeling groundwater expend in the course of the sensor statistics and satellite detected rainfall and climate correlations.”  

SweetSense is presently monitoring groundwater for over a million americans by the expend of satellite tv for pc networks in Kenya and Ethiopia and plans to scale to 5 million via the suspension of the year.

simply The starting

whereas this pilot is an early case of the capabilities of those applied sciences, the groups behind the venture additionally view it as a tremendous probability for future success.

“we are operating in a free market house and the regulations and requirements for ground water balance are best now being decided by course of local jurisdiction in California. different western states are a long course at the back of, although. They view this as an chance to demonstrate how issues can toil in case you succeed them to a device with technologies enjoy these,” notable Johnson of TFT.

Explaining blockchain expertise to All the events involved remains a challenge, youngsters.

“We necessity to intricate to clarify what blockchain is, why it offers safety and ample transparency where it can also subsist used for compliance. They should reveal how this can aid farmers acquire a extra resilient aquifer to pump water from, whereas having the flexibility to trade amongst their neighbors if a drought occurs,” observed Johnson.

additionally, the success of this pilot is totally stylish on the technologies worried.

the future success of those sustainability plans hinges on being in a position to song and record groundwater use, and certain will additionally require a robust approach to alternate groundwater shares as smartly” added Johnson. “Our strategic intent is to harness novel applied sciences to strengthen a system that makes getting groundwater greater sustainable, collaborative, accurate and lucid process, which is why we're using the blockchain. we've the mission crew and funding to achieve it, and a powerful community of companions within the location that are open to an prefatory trying out and edifice part.”

McCormick, IBM ‘pioneer’ expend of A.I. in food, flavor construction | existent Questions and Pass4sure dumps

HUNT VALLEY, MD. — McCormick & Co. is taking piece with IBM to “pioneer” the software of ersatz intelligence (A.I.) for flavor and meals product development, the companies talked about.

the usage of IBM analysis AI for Product Composition, McCormick’s product builders might subsist capable of greater efficaciously discover flavor territories, McCormick pointed out. The enterprise will additionally expend IBM A.I. to foretell novel flavor mixtures from thousands and thousands of statistics points throughout the areas of sensory science, customer option and flavor palettes.

“IBM research’s collaboration with McCormick illustrates their dedication to assisting their valued clientele and partners drive innovation throughout industries,” talked about Kathryn Guarini, vice-president of commerce analysis for IBM. “by using combining McCormick’s abysmal records and competencies in science and flavor with IBM’s A.I. capabilities, we're working collectively to unencumber the bounds of creativity and seriously change the food and flavor edifice system.”

McCormick plans to launch its first A.I.-enabled product platform, “ONE,” through mid-2019. The platform turned into developed to deliver ordinary flavors with the capability to season each protein and greens, McCormick observed. prefatory choices will encompass a group of one-dish recipe fuse flavors corresponding to Tuscan hen, Bourbon Pork Tenderloin and novel Orleans Sausage.

“McCormick’s expend of synthetic intelligence highlights their commitment to insight-pushed innovation and the software of probably the most forward-looking technologies to perpetually raise their items and convey novel flavors to market,” mentioned Lawrence Kurzius, chairman, president and chief executive officer of McCormick. “here's one among a few projects in their pipeline the status we’ve embraced novel and emerging applied sciences.”

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Applying Fundamentals of IBM Tivoli On require Automation

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Software offers on-demand datacenter automation solution. | existent questions and Pass4sure dumps

Press Release Summary:

Tivoli® Provisioning Manager v3.1 enables users to create, customize, and utilize best-practice automation workflows to respond to changing market needs. On-demand automation solution offers prebuilt workflows that provide control and configuration of vendors' products. Software also includes auto-discovery of datacenter resources, integration with Tivoli Configuration Manager, and datacenter change and configuration management capabilities.

Original Press Release: IBM Tivoli Provisioning Manager V3.1 Helps Automate Your Datacenter At a glance

IBM Tivoli Provisioning Manager V3.1 offers the following benefits:

Allows IT become more agile by simplifying and enabling rapid change to infrastructure resources to hearten meet the needs of the on require business.

Helps reduce datacenter administration costs, improve server utilization, and reduce infrastructure management complexity by automating manual and repetitive datacenter change management tasks.

Helps you effectively deploy both simple and complex applications by understanding software dependencies using Autonomic Computing technology, Solution Installation framework.

Automates process steps, enabling desired state management and providing audit records of changes to datacenter assets.

Helps lower implementation costs and drive a quick ROI by utilizing existing hardware, software, storage, and network devices with out-of-the-box best-practice workflows and novel intuitive GUI.

Helps reduce security exposures by tracking and applying security patches to datacenter servers.

For ordering, contact:

Your IBM representative, an IBM commerce Partner, or IBM Americas convene Centers at 800-IBM-CALL (Reference: YE001).


In today's commerce environment, being able to respond to changing market needs is a prerequisite to being competitive. However, the delivery of novel products and services often drives up IT costs in the configuration of novel applications, IT infrastructure, and support staff. As a result, companies acquire been forced to subsist more selective in their commerce pursuits, often forgoing projects that would acquire required changes to IT infrastructure. novel on require automation solutions from IBM hearten companies leverage their existing IT assets to become more agile and responsive to the business.

IBM Tivoli® Provisioning Manager allows you to create, customize, and quickly utilize best-practice automation workflows. Prebuilt workflows provide control and configuration of many vendors' products, while customized workflows can implement your company's datacenter best practices and procedures. Additional automation workflows can subsist obtained from the IBM Orchestration and Provisioning Automation Library (OPAL), an online repository where customers, commerce Partners, and ISVs can publish and share workflows for automation. The IBM Tivoli Provisioning Manager also includes DB2 Universal Database® Enterprise Server Edition V8.2 with Fix Pack 7A, IBM Tivoli Directory Server 5.2, and components of IBM WebSphere® Application Server V5.1.1.3

New in V3.1

Improved auto-discovery of datacenter resources

Improved integration with IBM Tivoli Configuration Manager adding more out-of-the-box workflows

Provided Common Datacenter Model (DCM)

Reserved resources, allowing you to reserve desired resources

Discovered "drift"

Datacenter change and configuration management capabilities

Planned availability dates

May 10, 2005: Electronic software delivery

May 20, 2005: Media (Passport Advantage)

June 3, 2005: Media (Build to Order)

Related Thomas Industry Update Thomas For Industry

Big bang theory? Not for cloud-native development | existent questions and Pass4sure dumps

Know your apps, know your workloads, know your team. In the third installment of this occasional sequence on cloud migration, Don Boulia, GM of IBM Cloud Developer Services, and guest Chris Condo, principal analyst at Forrester Research, dispute how cloud-native development teams can find more success through innovation, automation, and culture shifts.

How can cloud-native development teams hearten overcome the complexity of owning different parts of the application?

Chris Condo: Innovation. Teams don’t acquire to start from scratch. Cloud-native development provides things enjoy serverless computing, elasticity, and scalability already built in.  Gone are the days when development teams are bogged down creating and maintaining every component of an application — cloud-native development allows teams to focus on what they’re safe at, while leveraging necessary components, enjoy seamless scalability, from cloud providers.

The caveat here is preparing your organization for this course of working. Because everyone is in a cloud environment, things are far more transparent than in the past when each team had their own dedicated systems, set up on premise by various developers who owned those pieces. Each team understood their environment but didn’t know what other teams were working on. In a cloud environment, you score a topographical view across the board, with the environments illuminated for coordination.

Don Boulia: I couldn’t coincide more, especially when working with microservices. There’s a shift in the competence for teams to toil in parallel and deliver updates and features to parts of a larger whole, wherein the monolith generation, features would score rolled in during long development cycles, a huge bang effect. Today’s development promises 5-10 teams working independently but rolling out features in a coordinated course so they All originate progress. There are rules that near along with that — it’s not a no-rule world, but the agility you score is paramount in a cloud world where users assume updates are always happening.

CC: Constant updates are viable because teams can now create environments on require as necessary, scale up or down, and create and waste test environments so there can always subsist a fresh start. There’s less friction for daily processes. Teams can share a sole platform, collaborate and share components easily, and coordinate activities in a much more agile manner, thanks to the sole dashboard view that’s now available.

How achieve you set up your teams to succeed? Where to start?

DB: I assume automation is one of the fundamentals to most cloud-based environments, so you really acquire to foster a team culture that allows it to infiltrate. Manual steps and interventions become the killer to the agility, speed, and reproducibility of environments, so the expectation now and going forward is to draw for applications or workloads that can subsist easily recreated and torn down and brought back up.

A huge piece of fostering that culture is how you organize your team. At IBM, they acquire a model of fairly small, complete teams with people defining the capabilities of a service from an offering management perspective, the features incorporated into development, and owning overall upkeep and availability. Teams are tightly clustered with the end-to-end responsibility for a component, which enables rapid delivery and the competence to respond quickly to customer feedback. And teams are doing this in parallel across an organization. That’s exactly the kindly of invisible support people are looking for out of cloud.

CC: safe point. The fact that you’re developing and deploying in the selfsame infrastructure enables the “you build it, you own it” mindset, which moves development agility along. More importantly, it focuses on customer needs, which in revolve improves product trait and understanding where to focus your automation efforts. The environment you’re working in is no longer a distant land you acquire runt access to — now you acquire competence to comb the logs and gain insights into what users are doing, so teams are much happier because they acquire evidence of the overall performance of their app.

DB: That’s the biggest shift in developing software and running cloud services: the end-to-end set of skills.  Developers can now understand both how to build an original feature set but also maintain and improve it over time, gaining customer feedback for constant improvement. As the conventional adage goes, “great power comes with considerable responsibility,” cloud-native development enables the commerce to drive forward and requires team accountability to prefer ownership of their piece of the whole.

For a deeper dive into how companies are leveraging cloud native, explore the research.

A Product Overview of DB2 9 for Linux, UNIX, and Windows | existent questions and Pass4sure dumps

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

This chapter is from the book 
  • In this chapter you will subsist introduced to the DB2 family of products that race 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 competence 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 enjoy engineering drawings, maps, insurance claims forms, numerical control streams, or any character 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 censorious piece of IBM's Information as a Service software portfolio that serves as the atomic level for the broader IBM On require architecture.

    In device 1-1 you can contemplate that the IBM software portfolio has really evolved into a collection of elevated 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 moneyed set of services.

    Figure 1-1

    Figure 1-1 IBM Service Framework for an On require 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 subsist used to collectively manage your entire IT framework. For example, Tivoli Storage Resource Manager services can subsist used enterprise-wide to monitor and report on heterogeneous storage resources to multiply 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 moneyed set of services that can subsist 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 piece of the Lotus® suite of products that enhance collaboration and conception sharing across the enterprise and beyond. Products enjoy Lotus Sametime® Connect can subsist used for messaging and more.

    A number of services in the framework illustrated in device 1-1 are provided by the WebSphere® portfolio. For example, a product enjoy WebSphere Integration Developer helps you define commerce process flows in the yardstick commerce Process Execution Language (BPEL), which are used to implement process services that in revolve hearten you define, orchestrate, and automate commerce 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 illustrious product of the WebSphere brand is the WebSphere Application Server that provides a runtime framework for J2EE®-based operations that are piece of the Infrastructure Services component.

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

    The services shown to the birthright in device 1-2 are hierarchical in nature. In other words, as you toil from bottom to top, the services provided become richer and more commerce oriented.

    For example, Master Data Management services are provided by the WebSphere Product hub and WebSphere Customer hub products. Master data are facts that narrate your core commerce 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 suspension result is a simplification of ongoing integration tasks and novel application development. This discipline addresses key issues such as data trait 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 happy 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 subsist searched and folded into the information asset.

    Information Integration services hunt to provide enterprises with ways to share, place, publish, cleanse, and enrich data create in the lower-level data management services. WebSphere Federation Server and its parent WebSphere Information Server are two such products that hearten 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 happy 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 device 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, mention to the IBM Web site at for more details.

    The DB2 family of data servers executes on Windows, Linux (which can subsist race 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 enjoy the RIM® Blackberry®, and more).

    The DB2 code basis is optimized for each platform to ensure maximum performance and integration. DB2 for Linux, UNIX, and Windows shares about a 98 percent common code basis 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 erudite how to administer a DB2 for AIX system, for the most piece you'll know how to manage DB2 for Linux or DB2 for Windows; this is the reason why there is a sole 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 subsist 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 subsist 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 selfsame code as is used for DB2 for Linux, UNIX, and Windows. So while there may subsist variations in specific data definition language (DDL)-based tasks, the data manipulation language (DML) and client APIs are similar.

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