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000-602 exam Dumps Source : IBM System z Technical Support V4

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Settling In With IBM i For The lengthy Haul | killexams.com Real Questions and Pass4sure dumps

February 11, 2019 Timothy Prickett Morgan

If nothing else, the IBM i platform has exhibited extraordinary sturdiness. One might even say legendary longevity, if you want to take its heritage the entire manner back to the system/three minicomputer from 1969. here is the actual beginning aspect in the AS/400 household tree and here is when massive Blue, for terribly sound criminal and technical and marketing reasons, determined to fork its products to handle the interesting wants of colossal companies (with the gadget/360 mainframe and its follow-ons) and small and medium agencies (starting with the system/3 and relocating on throughout the device/34, system/32, system/38, and gadget/36 in the Nineteen Seventies and early Nineteen Eighties and passing in the course of the AS/400, AS/400e, iSeries, gadget i, after which IBM i on vigor techniques systems.

It has been a long run indeed, and many shoppers who have invested within the platform begun way lower back then and there with the early versions of RPG and moved their applications forward and adjusted them as their organizations advanced and the depth and breadth of company computing modified, moving on up through RPG II, RPG III, RPG IV, ILE RPG, and now RPG free form. Being on this platform for even three many years makes you a relative newcomer.

there is a longer run ahead, on account that they consider that the companies that are nonetheless operating IBM i techniques are the true diehards, the ones who have no intention of leaving the platform and that, at the least in response to the survey records we've been privy too, are aspiring to proceed investing in, and even expand their investments in, the IBM i platform.

to this point, they don't seem to be in a recession and heaven willing there should not one, so the priorities that IBM i retail outlets have are not the ones that they had a decade in the past all over the height of the excellent Recession. lower back then, as turned into the case in almost all IT companies, IBM i shops have been hunkering down and were attempting to cut fees in all techniques feasible, together with deferring equipment upgrades and migrations in addition to reducing lower back on other projects. most effective 29 percent of the 750 IBM i stores that participated in the 2019 IBM i marketplace Survey, which HelpSystems did returned in October 2018, have been worried about decreasing IT spending. here is a remarkably low stage, and that i feel is indicative of how highly effective the economic system is – excepting one of the most fits and begins they noticed at the conclusion of 2018 and right here in early 2019 that make us nervous and could birth putting force on issues. listed here are the true considerations as culled from the survey:

dealing with the increase in records and in finding out the analytics to bite on that records ranked a bit bit larger on the 2019 IBM i market Survey than did reducing fees, and that i believe over the lengthy haul these concerns will become more crucial than modernizing functions and dealing with the IBM i expertise shortages that are a perennial be troubled. both of those issues are being solved as new programmers and new tools to make new interfaces to database applications have become greater common and as applied sciences corresponding to free form RPG, which looks extra like Java, Python, and personal home page, are being more commonly deployed and, importantly, will also be picked up extra quickly by programmers skilled with these different languages.

Given the nature of the consumer base, it appears not going to me that safety and excessive availability will now not proceed to be basic considerations, despite the fact that the IBM i platform is among the most relaxed structures in the world (and not just since it is vague, however because it is exceptionally complex to hack) and it has a range of excessive availability and disaster recovery equipment (from IBM, Syncsort, Maxava, and HelpSystems) attainable for people that are looking to double up their programs and offer protection to their functions and records. The bar is regularly higher than elementary backup and recuperation for many IBM i retail outlets within the banking, insurance, manufacturing, and distribution industries that dominate the platform. These groups can’t have security breaches, and they can’t have downtime.

there is a extraordinary volume of steadiness within the IBM i customer base that they suppose, at this aspect, is reflective within the stability of the IBM i platform and big Blue’s own perception that it needs a fit IBM i platform to have an overall in shape vigor programs business. all of us recognize that the energy techniques hardware enterprise has simply became in 5 quarters of profits growth – whatever they discussed currently in setting up their personal salary model for the vigour methods company – but what they did not be aware of, and what make sure to know, is that within the second and third quarters of 2018, the IBM i portion of the company grew tremendously faster than the normal energy systems business, and the only intent that this didn't occur within the ultimate quarter of 2018 is that income of IBM i machinery in this fall 2017 became quite strong and represented a extremely complicated evaluate. The point is, the IBM i company has been raising the power methods type general. (These pointers about the IBM i enterprise come compliments of Steve Sibley, vice president and providing manager of Cognitive methods at IBM.)

IBM’s own financial balance of the energy platform – which has been bolstered through a stream into Linux clusters for analytics and excessive efficiency computing simulation and modeling as well as via the adoption of the HANA in-memory database by means of SAP shoppers on massive iron machines including Power8 and now Power9 methods – helps IBM i consumers consider greater confident in investing within the latest IBM i platform. The recent proof from several diverse surveys, not simply the one accomplished by means of HelpSystems every year, suggests that groups are through and massive either continuing to make investments within the platform or even in some cases are planning to raise their spending on the IBM i platform in 2019.

As which you can see, the pattern of funding plans for the IBM i platform, as proven within the chart above, has not modified very a good deal at all in the past four years. it's a remarkably solid pattern with but a bit wiggling here and there that might also now not even be statistically giant. simply below 1 / 4 of IBM i stores have stated during the past four years that they plan to raise their funding in the platform in every year, and just beneath half say that they are conserving regular. This doesn't imply that the equal agencies, 12 months after year, are investing extra and other businesses are staying pat, year after yr. it's much more likely that each handful of years – greater like four or five – consumers improve their techniques and extend their capacity, and that they then sit tight. The ask yourself is that the split isn’t showing a long way fewer corporations investing and far more sitting tight. That more than a tenth of the retail outlets don’t recognize what their plan is as each prior 12 months comes to a close is slightly worrying, however it is sincere and indicates that a good portion of shops have other priorities apart from hardware and operating system upgrades. we've said this before and they are able to say it again: They feel that the people who reply to surveys and browse weekly publications concentrated on the IBM i platform are essentially the most active retail outlets – those extra likely to dwell especially latest on hardware and utility. So the tempo of adoption for new applied sciences, and the rate of funding, should still be higher than within the precise base, lots of which does not trade tons at all.

So if they had to adjust this information to take on the complete base, there may be far fewer websites that are investing extra funds, way more organizations which are sitting tight, and maybe fewer websites that are thinking of moving off the IBM i platform. I feel the distribution of records is probably something like 10 p.c of shops have no theory what they are doing investment clever with IBM this 12 months, 5 p.c are considering relocating some or all of their applications to a further platform, probably 10 % are investing more this yr, and the ultimate seventy five % are sitting tight. here is just a guess, of course. as far as they will inform, the cost of attrition – what number of websites they truly lose each and every yr – just a tad over 1 percent. So the cost of flow of functions off the platform, or incidences of unplugging IBM i databases and purposes, may also not be anyplace close as high in the standard base because the information above suggests. what is alarming, in all probability, is that the fee of moving some or all applications off the platform is balanced in opposition t people who say they will raise investments. most likely these are hopeful survey takers, and those that consider it's effortless to circulate discover it isn't and people who think they'll locate the money to make investments will not.

What they do comprehend is that if the expense of application attrition was anyplace near as high as these surveys suggest, then the IBM i company would not be turning out to be, however shrinking. And they realize it isn't shrinking, so they consider there's a disconnect between planning and reality, both on the upside and the draw back.

in case you drill down into the facts for the 2019 IBM i industry Survey, there were 13 % of retailers that observed they would be relocating some applications to a new platform, and an additional 9 % that talked about they had been going to circulation all of their purposes off IBM i. (This quantity is in keeping with the contemporary ALL400s survey accomplished by John Rockwell.)

Anyway, good luck with that.

Porting purposes from one platform to a further, of buying a new suite on that new platform, is an enormously elaborate assignment. It is not like trying to trade a tire whereas using down the street, as is a standard metaphor, however quite like attempting to take the tire off one car relocating down the motorway and installing it on another car using beside it within the adjacent lane devoid of crashing either automobile or smashing into any individual else on the road. Optimism abounds, but when push comes to shove, very few groups are trying the sort of maneuver, and once they do, it's continually as a result of there's a company mandate, extra instances than not led to by way of a merger or acquisition, that pits another platform towards IBM i running on vigour systems. organizations that say they are making this kind of move off IBM i are sanguine for their personal own reasons, most likely, however they are not always practical about how long it may take, what disruption it'll charge, and what surest benefit, if any, will be realized.

if you do the maths on the chart above, eight-tenths of the base has no idea how long a movement will take, one more 1.7 percent thinks it'll take more than five years, and 3 % say it'll take between two years and five years. most effective three.four p.c of the total base say they could do it in below two years. They consider all of these numbers are confident, and the businesses who could comfortably depart OS/400 and IBM i already did a long time ago and people that are remain have a harder time, now not a less complicated time, moving. If this have been no longer actual, the IBM i base could be a hell of an awful lot smaller than the a hundred and twenty,000 purchasers they believe are out there, in accordance with what large Blue has told us in the past. here's the difference between concern or power or culture and the reality of making an attempt to stream a company off one platform and onto one more. These strikes are all the time an awful lot tougher than they look on the entrance end, and they suspect many of the advantages also don’t materialize for people that do jump structures.

on the standard attrition cost advised with the aid of this survey information – 9 % stream off the platform in somewhere between three hundred and sixty five days and more than 5 years, with most agencies no longer being in a position to see more than 5 years into the future this is a neat trick – the put in base would reduce dramatically. it is challenging to say how far because of the wide range of timeframes within the survey. If it became 9 % of the base within two years – call it 4.5 % of the bottom per yr – then inside a decade the average base would cut back from one hundred twenty,000 IBM i sites international right down to about 72,000. this could dramatic indeed. but at a 1 percent attrition price per yr, the base is still at 107,500 wonderful clients (no longer sites and not put in machines, both of which are bigger) by using 2029. They think there is each possibility that the attrition expense will in reality gradual and drop below 1 % as IBM demonstrates commitment to the vigour methods platform and its IBM i operating equipment. There are at all times some new customers being added in new markets, to be sure, however the bleed price (besides the fact that it is small) continues to be likely an order of magnitude larger than the feed fee.

when they do consider about making the circulation, IBM i retail outlets be aware of exactly the place they need to go, and this answer has been step by step changing over the years: Linux as a substitute for IBM i is on the upward push and home windows Server as an alternative is on the wane. in the newest survey, fifty two percent of the organizations that stated they were moving all or some of their applications to a different platform pointed out they have been settling on home windows Server, whereas 34 percent selected Linux. This displays the relative popularity of windows Server and Linux in the datacenters of the world at colossal, and can be tipped simply a bit greater closely towards Linux compared to the rest of the area. apparently, 10 p.c of those polled who spoke of they have been moving have been taking a look at AIX systems, and an additional four p.c have been going upscale to gadget z mainframes – as unlikely as this may additionally look. platforms are inclined to roll downhill; they do not always defy gravity like that.

The aspect about such surveys is that they display intent, no longer action. They commonly intend to do a lot more than they in reality can accomplish, and moving platforms after spending a long time of building up skills is not continually a very smart circulate unless the platform is in actual situation – like the Itanium programs from Hewlett Packard commercial enterprise working OpenVMS or HP-UX or the HP 3000s operating MPE or the Sparc programs from Oracle running Solaris. These have been once terrific platforms with huge put in bases and tremendous income streams, but now, IBM is the final of those Unix and proprietary systems with its energy methods line. And it's by way of a ways the greatest and for certain the just one displaying any growth.

linked experiences

The IBM i Base Did indeed circulate On Up

The IBM i Base Is ready to movement On Up

investment And Integration symptoms For IBM i

safety nonetheless Dominates IBM i dialogue, HelpSystems’ 2018 Survey exhibits

The IBM i Base not As Jumpy because it Has Been

The Feeds And Speeds Of The IBM i Base

IBM i Priorities For 2017: Pivot To defense

IBM i trends, concerns, And Observations

IBM i Survey gets more suitable As Numbers develop

the place Do these IBM i Machines Work?

finding IBM i: A video game Of 40 Questions

it's time to inform Us What you're up to

IBM i market Survey: The importance Of Being Earnest

What’s Up within the IBM i industry?

IBM i market Survey Fills in the Blanks


IBM Db2 question Optimization the use of AI | killexams.com Real Questions and Pass4sure dumps

In September 2018, IBM announced a brand new product, IBM Db2 AI for z/OS. This synthetic intelligence engine displays data access patterns from executing SQL statements, makes use of desktop researching algorithms to choose most excellent patterns and passes this tips to the Db2 query optimizer to be used through subsequent statements.

desktop getting to know on the IBM z Platform

In might also of 2018, IBM announced edition 1.2 of its computing device gaining knowledge of for z/OS (MLz) product. this is a hybrid zServer and cloud utility suite that ingests performance information, analyzes and builds fashions that symbolize the health status of numerous indications, displays them over time and provides real-time scoring capabilities.

a few elements of this product offering are aimed toward supporting a community of model developers and executives. for example:

  • It helps distinctive programming languages such as Python, Scala and R. This allows records modelers and scientists to make use of a language with which they're accepted;
  • A graphical consumer interface called the visual mannequin Builder courses model developers with out requiring highly-technical programming skills;
  • It comprises dissimilar dashboards for monitoring mannequin effects and scoring services, in addition to controlling the system configuration.
  • This computing device discovering suite turned into originally geared toward zServer-based analytics functions. one of the vital first obvious decisions become zSystem performance monitoring and tuning. gadget administration Facility (SMF) records that are immediately generated by using the operating gadget supply the uncooked statistics for device aid consumption corresponding to imperative processor usage, I/O processing, reminiscence paging and the like. IBM MLz can assemble and store these records over time, and construct and teach fashions of system habits, rating these behaviors, establish patterns not comfortably foreseen by way of humans, advance key efficiency indicators (KPIs) and then feed the model results lower back into the equipment to have an effect on equipment configuration changes that may improve performance.

    The next step changed into to put in force this suite to research Db2 efficiency records. One solution, referred to as the IBM Db2 IT Operational Analytics (Db2 ITOA) answer template, applies the laptop studying know-how to Db2 operational information to profit an knowing of Db2 subsystem fitness. it might dynamically construct baselines for key performance warning signs, provide a dashboard of those KPIs and provides operational workforce actual-time insight into Db2 operations.

    while regular Db2 subsystem performance is a vital component in normal application fitness and performance, IBM estimates that the DBA guide workforce spends 25% or greater of its time, " ... fighting access direction complications which trigger efficiency degradation and service have an effect on.". (See Reference 1).

    AI involves Db2

    trust the plight of modern DBAs in a Db2 environment. In today's IT world they have to aid one or greater large statistics purposes, cloud utility and database features, utility installation and configuration, Db2 subsystem and utility performance tuning, database definition and administration, catastrophe healing planning, and greater. query tuning has been in existence since the origins of the database, and DBAs are continually tasked with this as smartly.

    The heart of question course evaluation in Db2 is the Optimizer. It accepts SQL statements from functions, verifies authority to access the facts, reports the places of the objects to be accessed and develops a listing of candidate data entry paths. These access paths can encompass indexes, table scans, numerous desk join methods and others. within the data warehouse and massive information environments there are continually extra selections available. One of those is the existence of summary tables (from time to time called materialized query tables) that contain pre-summarized or aggregated facts, as a result enabling Db2 to evade re-aggregation processing. yet another option is the starjoin entry route, usual in the facts warehouse, the place the order of desk joins is changed for performance explanations.

    The Optimizer then studies the candidate access paths and chooses the access course, "with the lowest can charge." can charge in this context potential a weighted summation of useful resource utilization including CPU, I/O, memory and other materials. finally, the Optimizer takes the bottom charge access course, stores it in reminiscence (and, optionally, in the Db2 directory) and starts entry direction execution.

    massive information and records warehouse operations now encompass utility suites that permit the enterprise analyst to make use of a graphical interface to build and manipulate a miniature information mannequin of the information they want to analyze. The packages then generate SQL statements based on the users’ requests.

    The issue for the DBA

    with the intention to do decent analytics on your dissimilar information stores you need a good understanding of the records necessities, an understanding of the analytical services and algorithms available and a high-efficiency facts infrastructure. lamentably, the number and location of information sources is expanding (both in dimension and in geography), data sizes are becoming, and functions proceed to proliferate in number and complexity. How should still IT managers help this ambiance, notably with the most skilled and mature body of workers nearing retirement?

    be aware also that a huge part of reducing the whole charge of ownership of those systems is to get Db2 purposes to run faster and greater efficaciously. This continually interprets into using fewer CPU cycles, doing fewer I/Os and transporting much less data throughout the community. given that it's often intricate to even identify which applications could improvement from performance tuning, one method is to automate the detection and correction of tuning concerns. here is where machine researching and artificial intelligence will also be used to notable effect.

    Db2 12 for z/OS and artificial Intelligence

    Db2 edition 12 on z/OS makes use of the desktop researching facilities outlined above to acquire and keep SQL question text and entry direction particulars, as well as precise efficiency-connected historical assistance akin to CPU time used, elapsed times and influence set sizes. This offering, described as Db2 AI for z/OS, analyzes and outlets the facts in desktop studying fashions, with the mannequin evaluation results then being scored and made attainable to the Db2 Optimizer. The next time a scored SQL commentary is encountered, the Optimizer can then use the model scoring information as enter to its access route option algorithm.

    The result may still be a reduction in CPU consumption as the Optimizer makes use of mannequin scoring input to opt for more suitable entry paths. This then lowers CPU charges and speeds application response times. a major capabilities is that the usage of AI software does not require the DBA to have information science talents or deep insights into question tuning methodologies. The Optimizer now chooses the top of the line entry paths based now not best on SQL query syntax and records distribution facts however on modelled and scored historical performance.

    This can be notably crucial in case you save information in distinctive places. for example, many analytical queries against large information require concurrent access to certain information warehouse tables. These tables are generally known as dimension tables, and that they include the information aspects always used to control subsetting and aggregation. as an instance, in a retail environment agree with a desk referred to as StoreLocation that enumerates every shop and its region code. Queries against keep income statistics may are looking to mixture or summarize earnings by means of region; hence, the StoreLocation table will be used via some massive records queries. during this environment it's regular to take the dimension tables and replica them regularly to the massive records application. in the IBM world this region is the IBM Db2 Analytics Accelerator (IDAA).

    Now suppose about SQL queries from each operational applications, records warehouse users and large statistics business analysts. From Db2's standpoint, all these queries are equal, and are forwarded to the Optimizer. despite the fact, within the case of operational queries and warehouse queries they should obviously be directed to entry the StoreLocation desk in the warehouse. on the other hand, the query from the enterprise analyst in opposition t massive facts tables should doubtless access the copy of the desk there. This consequences in a proliferations of skills access paths, and greater work for the Optimizer. fortuitously, Db2 AI for z/OS can deliver the Optimizer the tips it must make smart access route decisions.

    how it Works

    The sequence of activities in Db2 AI for z/OS (See Reference 2) is often here:

  • all the way through a bind, rebind, put together or explain operation, an SQL remark is handed to the Optimizer;
  • The Optimizer chooses the information entry direction; because the alternative is made, Db2 AI captures the SQL syntax, access direction choice and question efficiency records (CPU used, and so on.) and passes it to a "discovering project";
  • The discovering assignment, which can also be finished on a zIIP processor (a non-established-goal CPU core that does not aspect into application licensing prices), interfaces with the desktop discovering utility (MLz mannequin services) to store this advice in a mannequin;
  • because the quantity of records in each and every model grows, the MLz Scoring provider (which also can be finished on a zIIP processor) analyzes the mannequin statistics and scores the habits;
  • all through the subsequent bind, rebind, put together or explain, the Optimizer now has entry to the scoring for SQL fashions, and makes appropriate changes to entry path selections.
  • There are additionally a lot of user interfaces that provide the administrator visibility to the reputation of the gathered SQL remark efficiency information and mannequin scoring.

    abstract

    IBM's desktop researching for zOS (MLz) providing is getting used to high-quality effect in Db2 edition 12 to increase the performance of analytical queries as well as operational queries and their associated applications. This requires administration attention, as you need to investigate that your company is prepared to consume these ML and AI conclusions. How will you measure the fees and merits of the usage of computing device gaining knowledge of? Which IT help personnel ought to be tasked to reviewing the outcome of model scoring, and maybe approving (or overriding) the outcomes? How will you evaluate and justify the assumptions that the software makes about access route decisions?

    In other words, how well did you know your information, its distribution, its integrity and your current and proposed entry paths? this may verify the place the DBAs spend their time in aiding analytics and operational utility efficiency.

    # # #

    Reference 1

    John Campbell, IBM Db2 unique EngineerFrom "IBM Db2 AI for z/OS: boost IBM Db2 software efficiency with computer discovering"https://www.worldofdb2.com/activities/ibm-db2-ai-for-z-os-raise-ibm-db2-utility-performance-with-ma

    Reference 2

    Db2 AI for z/OShttps://www.ibm.com/guide/knowledgecenter/en/SSGKMA_1.1.0/src/ai/ai_home.html

    See all articles by using Lockwood Lyon


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    Progress DataDirect Offers Complementary Support for IBM CICS TS v4.1 | killexams.com real questions and Pass4sure dumps

    Progress DataDirect Offers Complementary Support for IBM CICS TS v4.1

    End-to-end solution extends CICS events capability to include mainframe database business events, complex event processing

    Note: ESJ’s editors carefully choose vendor-issued press releases about new or upgraded products and services. They have edited and/or condensed this release to highlight key features but make no claims as to the accuracy of the vendor's statements.

    Progress DataDirect, the data infrastructure division of Progress Software Corporation announced it support for event processing capabilities available in the IBM Customer Information Control System (CICS) Transaction Server (TS) version 4.1, allowing organizations that rely on System z mainframes to more fully exploit the benefits of event-driven architectures.

    IBM mainframes are the dominant platform for financial services and serve as a vital infrastructure component for many industries, including manufacturing, telecommunications, and state and local government institutions. With cross-industry appeal, the top 50 worldwide banks and 22 of the top U.S. retailers run IBM System z. IBM CICS is one of the most widely used mainframe application hosting environments in the world, and as such is an environment rich in business meaningful events.

    With the launch of CICS TS v4.1, IBM has included new event technologies to enable CICS to be configured to feed business event processing engines and business dashboards without the need for application change. CICS event processing is focused on application events of significance to the business rather than systems management or IT events. The primary intent of this function is to allow existing applications to be non-invasively instrumented for events, so that events can be produced by the applications without the need for any code changes. The ability to generate business events without changing application programs both reduces cost and complexity and delivers compliant flexible business solutions.

    Progress Software, through its Progress Apama event processing and Progress DataDirect Shadow products, provides a comprehensive, end-to-end solution to complement and extend CICS TS v4.1 events. Apama offers a flexible, complex event processing (CEP) platform for building event-driven applications.

    Apama event processing monitors rapidly moving event streams, detects and analyzes important patterns, and acts in less than a millisecond. With Apama event processing, CICS business events now can be correlated and analyzed in real-time, providing new levels of decision-making that dramatically improves operational responsiveness.

    The DataDirect Shadow platform is a single, foundation architecture that supports all industry-standard requirements for integrating mainframe data, business logic, and screens with SOAs and/or data-centric applications. Within the DataDirect Shadow product is a complete facility for the real-time capture and publication of events that occur within mainframe databases including DB2 for z/OS, VSAM, IMS/DB, CA-IDMS, or Adabas.

    The DataDirect Shadow platform complements the CICS TS v4.1 out-of-the-box event capabilities with the ability to persist and deliver CICS events over MQ and/or HTTP/HTTPS; and to augment CICS-generated events with database events that collectively provide rich and contextual information that can be further analyzed by Apama event processing. The DataDirect Shadow product not only captures and persists all events, it provides capabilities to filter, aggregate and enrich events to increase the context and business meaning of the technical database change.

    The DataDirect Shadow platform’s technology for reducing mainframe integration costs enables all processing related to events to be diverted from the mainframe general purpose processor (GPP) to the System z integrated information processor (zIIP) specialty engine. This capability was developed in close partnership with the IBM System z group and therefore does not cause IBM or any other third-party code to become zIIP-enabled.

    Additional Support for CICS TS v4.1

    CICS TS v4.1 introduces a wide range of technical and operational capabilities. In addition to the support for business events, the DataDirect Shadow platform provides support for key features within CICS TS v4.1 that simplify development, systems management and installation between the two products. Additional support includes:

  • Integration with CICS Explorer: The CICS Explorer is an Eclipse-based systems management tool framework for CICS. Shadow Studio is an Eclipse-based integration administration and systems management tool for all DataDirect Shadow mainframe resources. In support of the CICS Explorer, the Shadow Studio can now be accessed from within CICS Explorer.
  • Utilization of Bundles: A bundle is a collection of CICS resources, artifacts, references, and a manifest that users can deploy into a CICS region to represent an application. The DataDirect Shadow platform utilizes CICS bundle support to simplify customer installation and configuration of the DataDirect Shadow software into CICS environments.
  • “The majority of Fortune 500 and major government entities use CICS running on z/OS for their core business functions. The addition of event capture support in CICS TS v4.1 will undoubtedly increase the interest in events and CEP for mainframe customers,” said Gregg Willhoit, chief architect at Progress DataDirect. “By capturing mainframe-based events in real-time and offloading the event-capture processing to the zIIP specialty engine, the DataDirect Shadow product can react to a rapidly changing business environment while helping lower mainframe TCO and providing a more streamlined integration within the context of SOA.”

    More information can be found at www.datadirect.com.


    IBM Db2 Query Optimization Using AI | killexams.com real questions and Pass4sure dumps

    In September 2018, IBM announced a new product, IBM Db2 AI for z/OS. This artificial intelligence engine monitors data access patterns from executing SQL statements, uses machine learning algorithms to decide on optimal patterns and passes this information to the Db2 query optimizer for use by subsequent statements.

    Machine Learning on the IBM z Platform

    In May of 2018, IBM announced version 1.2 of its Machine Learning for z/OS (MLz) product. This is a hybrid zServer and cloud software suite that ingests performance data, analyzes and builds models that represent the health status of various indicators, monitors them over time and provides real-time scoring capabilities.

    Several features of this product offering are aimed at supporting a community of model developers and managers. For example:

  • It supports multiple programming languages such as Python, Scala and R. This allows data modelers and scientists to use a language with which they are familiar;
  • A graphical user interface called the Visual Model Builder guides model developers without requiring highly-technical programming skills;
  • It includes multiple dashboards for monitoring model results and scoring services, as well as controlling the system configuration.
  • This machine learning suite was initially aimed at zServer-based analytics applications. One of the first obvious choices was zSystem performance monitoring and tuning. System Management Facility (SMF) records that are automatically generated by the operating system provide the raw data for system resource consumption such as central processor usage, I/O processing, memory paging and the like. IBM MLz can collect and store these data over time, and build and train models of system behavior, score those behaviors, identify patterns not readily foreseen by humans, develop key performance indicators (KPIs) and then feed the model results back into the system to affect system configuration changes that can improve performance.

    The next step was to implement this suite to analyze Db2 performance data. One solution, called the IBM Db2 IT Operational Analytics (Db2 ITOA) solution template, applies the machine learning technology to Db2 operational data to gain an understanding of Db2 subsystem health. It can dynamically build baselines for key performance indicators, provide a dashboard of these KPIs and give operational staff real-time insight into Db2 operations.

    While general Db2 subsystem performance is an important factor in overall application health and performance, IBM estimates that the DBA support staff spends 25% or more of its time, " ... fighting access path problems which cause performance degradation and service impact.". (See Reference 1).

    AI Comes to Db2

    Consider the plight of modern DBAs in a Db2 environment. In today's IT world they must support one or more big data applications, cloud application and database services, software installation and configuration, Db2 subsystem and application performance tuning, database definition and management, disaster recovery planning, and more. Query tuning has been in existence since the origins of the database, and DBAs are usually tasked with this as well.

    The heart of query path analysis in Db2 is the Optimizer. It accepts SQL statements from applications, verifies authority to access the data, reviews the locations of the objects to be accessed and develops a list of candidate data access paths. These access paths can include indexes, table scans, various table join methods and others. In the data warehouse and big data environments there are usually additional choices available. One of these is the existence of summary tables (sometimes called materialized query tables) that contain pre-summarized or aggregated data, thus allowing Db2 to avoid re-aggregation processing. Another option is the starjoin access path, common in the data warehouse, where the order of table joins is changed for performance reasons.

    The Optimizer then reviews the candidate access paths and chooses the access path, "with the lowest cost." Cost in this context means a weighted summation of resource usage including CPU, I/O, memory and other resources. Finally, the Optimizer takes the lowest cost access path, stores it in memory (and, optionally, in the Db2 Directory) and begins access path execution.

    Big data and data warehouse operations now include software suites that allow the business analyst to use a graphical interface to build and manipulate a miniature data model of the data they wish to analyze. The packages then generate SQL statements based on the users’ requests.

    The Problem for the DBA

    In order to do good analytics on your multiple data stores you need a good understanding of the data requirements, an understanding of the analytical functions and algorithms available and a high-performance data infrastructure. Regrettably, the number and location of data sources is expanding (both in size and in geography), data sizes are growing, and applications continue to proliferate in number and complexity. How should IT managers support this environment, especially with the most experienced and mature staff nearing retirement?

    Understand also that a large part of reducing the total cost of ownership of these systems is to get Db2 applications to run faster and more efficiently. This usually translates into using fewer CPU cycles, doing fewer I/Os and transporting less data across the network. Since it is often difficult to even identify which applications could benefit from performance tuning, one approach is to automate the detection and correction of tuning issues. This is where machine learning and artificial intelligence can be used to great effect.

    Db2 12 for z/OS and Artificial Intelligence

    Db2 version 12 on z/OS uses the machine learning facilities mentioned above to gather and store SQL query text and access path details, as well as actual performance-related historical information such as CPU time used, elapsed times and result set sizes. This offering, described as Db2 AI for z/OS, analyzes and stores the data in machine learning models, with the model analysis results then being scored and made available to the Db2 Optimizer. The next time a scored SQL statement is encountered, the Optimizer can then use the model scoring data as input to its access path choice algorithm.

    The result should be a reduction in CPU consumption as the Optimizer uses model scoring input to choose better access paths. This then lowers CPU costs and speeds application response times. A significant advantage is that using AI software does not require the DBA to have data science skills or deep insights into query tuning methodologies. The Optimizer now chooses the best access paths based not only on SQL query syntax and data distribution statistics but on modelled and scored historical performance.

    This can be particularly important if you store data in multiple places. For example, many analytical queries against big data require concurrent access to certain data warehouse tables. These tables are commonly called dimension tables, and they contain the data elements usually used to control subsetting and aggregation. For example, in a retail environment consider a table called StoreLocation that enumerates every store and its location code. Queries against store sales data may wish to aggregate or summarize sales by Location; hence, the StoreLocation table will be used by some big data queries. In this environment it is common to take the dimension tables and copy them regularly to the big data application. In the IBM world this location is the IBM Db2 Analytics Accelerator (IDAA).

    Now think about SQL queries from both operational applications, data warehouse users and big data business analysts. From Db2's perspective, all these queries are equal, and are forwarded to the Optimizer. However, in the case of operational queries and warehouse queries they should most likely be directed to access the StoreLocation table in the warehouse. On the other hand, the query from the business analyst against big data tables should probably access the copy of the table there. This results in a proliferations of potential access paths, and more work for the Optimizer. Luckily, Db2 AI for z/OS can provide the Optimizer the information it needs to make smart access path selections.

    How It Works

    The sequence of events in Db2 AI for z/OS (See Reference 2) is generally the following:

  • During a bind, rebind, prepare or explain operation, an SQL statement is passed to the Optimizer;
  • The Optimizer chooses the data access path; as the choice is made, Db2 AI captures the SQL syntax, access path choice and query performance statistics (CPU used, etc.) and passes it to a "learning task";
  • The learning task, which can be executed on a zIIP processor (a non-general-purpose CPU core that does not factor into software licensing charges), interfaces with the machine learning software (MLz Model Services) to store this information in a model;
  • As the amount of data in each model grows, the MLz Scoring Service (which also can be executed on a zIIP processor) analyzes the model data and scores the behavior;
  • During the next bind, rebind, prepare or explain, the Optimizer now has access to the scoring for SQL models, and makes appropriate changes to access path choices.
  • There are also various user interfaces that give the administrator visibility to the status of the accumulated SQL statement performance data and model scoring.

    Summary

    IBM's machine learning for zOS (MLz) offering is being used to great effect in Db2 version 12 to improve the performance of analytical queries as well as operational queries and their associated applications. This requires management attention, as you must verify that your business is prepared to consume these ML and AI conclusions. How will you measure the costs and benefits of using machine learning? Which IT support staff must be tasked to reviewing the result of model scoring, and perhaps approving (or overriding) the results? How will you review and justify the assumptions that the software makes about access path choices?

    In other words, how well do you know your data, its distribution, its integrity and your current and proposed access paths? This will determine where the DBAs spend their time in supporting analytics and operational application performance.

    # # #

    Reference 1

    John Campbell, IBM Db2 Distinguished EngineerFrom "IBM Db2 AI for z/OS: Boost IBM Db2 application performance with machine learning"https://www.worldofdb2.com/events/ibm-db2-ai-for-z-os-boost-ibm-db2-application-performance-with-ma

    Reference 2

    Db2 AI for z/OShttps://www.ibm.com/support/knowledgecenter/en/SSGKMA_1.1.0/src/ai/ai_home.html

    See all articles by Lockwood Lyon


    IBM outlines trans-Tasman channel priorities in 2019 | killexams.com real questions and Pass4sure dumps

    IBM partners are gearing up for a year of increased enablement, support and joint customer opportunities, as part of deepened channel plans across Australia and New Zealand.

    According to Alison Freeman - general manager of global business partners A/NZ at IBM - the vendor is doubling down on its partner ecosystem on both sides of the Tasman, amid plans to drive more software-as-a-service (SaaS) opportunities through the channel.

    "Our priorities for this year are very clear client segmentation, particularly from a software perspective on how and where they go to market with their partners,” Freeman said. “There’s a big focus on embedded solution agreements - where partners are developing solutions with their technology.

    "We’ve had some great success and growth there in the past year. We’re getting the whole business behind achieving double digit growth for their partners in 2019, that’s their focus."

    Last year, Big Blue wanted partners to have a larger handle on commercial business opportunities, an area the vendor will continue working through with partners specific to software.

    "There’s a lot of work going into that this year," added Freeman, when speaking to ARN on the sidelines of PartnerWorld at Think in San Francisco. "We did that with a number of accounts last year, and this is a continuation.

    "It’s a shift that allows partners to invest and bring on the right people and skills. We’re working with them by client, on which partners they shift, based on their skills. It’s a big move and that’s how we’ll help them grow, which will also help us grow."

    Another point of focus for Freeman this year, is creating a better alignment with global system integrators (GSIs) such as KPMG, Wipro, HCL and DXC Technology.

    This move may raise some intrigue over the competitiveness between IBM and such GSIs, but Freeman said the vendor was looking at how it can strengthen its go-to-market strategy in other areas of the business.

    Partner enhancements

    Another particular area that IBM is concentrating on is centred around providing more enablement and skills for partners, Freeman said.

    “We’re providing the tools to enable their partners in the same way that they skill their IBM teams,” she said. “We’re pushing better enablement, better connection with their partners, protection under deal registration and much quicker pricing."

    The tech giant formally rolled out new initiatives, including its Watson-based collaboration engine called IBM Business Partner Connect - which A/NZ partners piloted last year; My PartnerWorld; new software deal registration and IBM Power Systems, LinuxONE and Z ‘In It to Win It’ incentives.

    In San Francisco, John Teltsch - partner ecosystem general manager at IBM - revealed that partners created more than 84,000 opportunities and drove over US$14 billion in revenue during 2018.

    Such growth was triggered by the migration of multiple tools to My Sales Activity (MySA), a single portal that helps partners manage their business with the vendor.

    Enhancements were also made to the PartnerWorld on-boarding process, cutting the time to on-board new partners by 70 per cent in the process, resulting in the addition of 13,000 net new ecosystem partners globally in 2018.

    “From a partner point of view, we’re seeing a lot of growth in security, SaaS solutions, as well as the Internet of Things," Freeman added.

    "We’re very strong in those areas. From a systems point of view, we’re seeing growth in storage and that’s another area where we’ll look to bring on new partners."

    Julia Talevski attended PartnerWorld at Think in San Francisco as a guest of IBM

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