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000-M20 exam Dumps Source : IBM Information Management DB2 Technical Sales Mastery v1

Test Code : 000-M20
Test title : IBM Information Management DB2 Technical Sales Mastery v1
Vendor title : IBM
: 32 actual Questions

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IBM IBM Information Management DB2

IBM Db2 query Optimization the exhaust of AI | killexams.com actual Questions and Pass4sure dumps

In September 2018, IBM announced a brand recent product, IBM Db2 AI for z/OS. This ersatz intelligence engine screens information entry patterns from executing SQL statements, makes exhaust of computer studying algorithms to settle on most advantageous patterns and passes this suggestions to the Db2 question optimizer to live used by way of subsequent statements.

computing device gaining lore of on the IBM z Platform

In may also of 2018, IBM introduced edition 1.2 of its computing device gaining lore of for z/OS (MLz) product. this is a hybrid zServer and cloud application suite that ingests performance records, analyzes and builds fashions that characterize the health reputation of a variety of warning signs, monitors them over time and offers true-time scoring capabilities.

a number of points of this product offering are geared toward aiding a community of mannequin developers and managers. for example:

  • It supports dissimilar programming languages corresponding to Python, Scala and R. This enables statistics modelers and scientists to exhaust a language with which they are commonplace;
  • A graphical person interface known as the visual mannequin Builder publications model developers with out requiring totally-technical programming advantage;
  • It contains dissimilar dashboards for monitoring model consequences and scoring capabilities, as well as controlling the device configuration.
  • This machine gaining lore of suite was originally aimed at zServer-based mostly analytics functions. some of the first obvious decisions changed into zSystem performance monitoring and tuning. equipment administration Facility (SMF) records which are immediately generated by using the operating system provide the uncooked data for device resource consumption corresponding to valuable processor usage, I/O processing, reminiscence paging and the like. IBM MLz can compile and withhold these records over time, and construct and school models of system habits, ranking these behaviors, determine patterns now not comfortably foreseen through humans, boost key efficiency indications (KPIs) and then feed the model effects lower back into the device to affect device configuration alterations that can enhance efficiency.

    The subsequent step was to implement this suite to research Db2 performance information. One solution, called the IBM Db2 IT Operational Analytics (Db2 ITOA) acknowledge template, applies the laptop researching expertise to Db2 operational facts to profit an knowing of Db2 subsystem fitness. it will probably dynamically construct baselines for key efficiency indications, provide a dashboard of these KPIs and provides operational personnel precise-time insight into Db2 operations.

    whereas generic Db2 subsystem efficiency is a crucial ingredient in usual application health and efficiency, IBM estimates that the DBA aid personnel spends 25% or greater of its time, " ... combating entry route problems which trigger performance degradation and service affect.". (See Reference 1).

    AI comes to Db2

    accept as genuine with the plight of modern DBAs in a Db2 ambiance. In cutting-edge IT world they should advocate one or more spacious statistics functions, cloud utility and database capabilities, software setting up and configuration, Db2 subsystem and utility performance tuning, database definition and administration, catastrophe recuperation planning, and greater. query tuning has been in being on account that the origins of the database, and DBAs are constantly tasked with this as neatly.

    The heart of query path analysis in Db2 is the Optimizer. It accepts SQL statements from purposes, verifies authority to access the facts, studies the locations of the objects to live accessed and develops an inventory of candidate statistics entry paths. These entry paths can comprehend indexes, table scans, a lot of desk live a Part of strategies and others. within the records warehouse and massive information environments there are continually further decisions accessible. One of those is the being of summary tables (now and again called materialized query tables) that comprehend pre-summarized or aggregated statistics, therefore allowing Db2 to evade re-aggregation processing. one other selection is the starjoin access path, benchmark in the statistics warehouse, where the order of table joins is modified for performance explanations.

    The Optimizer then studies the candidate entry paths and chooses the access path, "with the lowest charge." cost during this context talent a weighted summation of useful resource utilization including CPU, I/O, reminiscence and other elements. ultimately, the Optimizer takes the bottom cost access course, retailers it in reminiscence (and, optionally, within the Db2 directory) and begins entry path execution.

    massive information and statistics warehouse operations now comprehend software suites that enable the company analyst to exhaust a graphical interface to build and maneuver a miniature data model of the facts they want to analyze. The packages then generate SQL statements according to the clients’ requests.

    The hardship for the DBA

    in order to carry out worthy analytics to your numerous statistics stores you exigency a worthy understanding of the statistics necessities, an understanding of the analytical functions and algorithms purchasable and a high-efficiency statistics infrastructure. alas, the number and placement of records sources is increasing (each in measurement and in geography), records sizes are growing, and purposes proceed to proliferate in number and complexity. How may soundless IT managers aid this environment, mainly with the most experienced and develope team of workers nearing retirement?

    take into account additionally that a great a Part of decreasing the full impregnate of possession of those programs is to catch Db2 functions to Run sooner and greater successfully. This usually interprets into the exhaust of fewer CPU cycles, doing fewer I/Os and transporting much less facts across the network. in view that it is commonly complicated to even identify which purposes could improvement from performance tuning, one fashion is to automate the detection and correction of tuning issues. here's where machine gaining lore of and ersatz intelligence will also live used to super effect.

    Db2 12 for z/OS and synthetic Intelligence

    Db2 version 12 on z/OS uses the computing device researching facilities mentioned above to amass and shop SQL question text and access route particulars, as well as exact efficiency-related ancient assistance equivalent to CPU time used, elapsed instances and outcome set sizes. This offering, described as Db2 AI for z/OS, analyzes and stores the facts in desktop getting to know models, with the mannequin analysis outcomes then being scored and made accessible to the Db2 Optimizer. The next time a scored SQL observation is encountered, the Optimizer can then exhaust the model scoring records as input to its entry direction alternative algorithm.

    The outcomes should soundless live a discount in CPU consumption as the Optimizer uses model scoring enter to opt for more advantageous access paths. This then lowers CPU costs and speeds application response times. a spacious expertise is that using AI software does not require the DBA to believe facts science competencies or abysmal insights into question tuning methodologies. The Optimizer now chooses the gold benchmark access paths based not most efficacious on SQL question syntax and facts distribution facts but on modelled and scored used efficiency.

    This may also live notably crucial in case you store records in numerous locations. as an example, many analytical queries towards huge statistics require concurrent entry to certain data warehouse tables. These tables are commonly referred to as dimension tables, and that they hold the statistics elements constantly used to maneuver subsetting and aggregation. for instance, in a retail atmosphere accept as genuine with a table referred to as StoreLocation that enumerates each store and its location code. Queries in opposition t reclaim earnings statistics may additionally want to combination or summarize income by means of vicinity; hence, the StoreLocation table will live used by way of some massive information queries. during this atmosphere it is benchmark to purchase the dimension tables and copy them constantly to the massive statistics utility. within the IBM world this region is the IBM Db2 Analytics Accelerator (IDAA).

    Now account about SQL queries from each operational applications, records warehouse users and great facts enterprise analysts. From Db2's perspective, total these queries are equal, and are forwarded to the Optimizer. although, within the case of operational queries and warehouse queries they should soundless without doubt live directed to entry the StoreLocation table in the warehouse. nonetheless, the question from the company analyst against huge statistics tables should probably entry the replica of the desk there. This outcomes in a proliferations of expertise access paths, and more work for the Optimizer. thankfully, Db2 AI for z/OS can give the Optimizer the advice it should get sensible entry path selections.

    the way it Works

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

  • right through a bind, rebind, achieve together or define operation, an SQL remark is passed to the Optimizer;
  • The Optimizer chooses the records entry course; because the alternative is made, Db2 AI captures the SQL syntax, access route option and question efficiency facts (CPU used, and so on.) and passes it to a "gaining lore of assignment";
  • The getting to know project, which may also live completed on a zIIP processor (a non-standard-goal CPU core that doesn't component into software licensing fees), interfaces with the computer researching software (MLz mannequin services) to store this assistance in a mannequin;
  • as the amount of facts in each model grows, the MLz Scoring provider (which also can live done on a zIIP processor) analyzes the mannequin statistics and rankings the habits;
  • all through the subsequent bind, rebind, achieve together or explain, the Optimizer now has entry to the scoring for SQL models, and makes acceptable alterations to access route choices.
  • There are also quite a few consumer interfaces that supply the administrator visibility to the fame of the collected SQL remark efficiency statistics and mannequin scoring.

    summary

    IBM's laptop studying for zOS (MLz) providing is getting used to notable effect in Db2 edition 12 to enhance the performance of analytical queries in addition to operational queries and their linked purposes. This requires management consideration, as you exigency to investigate that your trade is ready to eat these ML and AI conclusions. How will you measure the prices and benefits of the exhaust of laptop discovering? Which IT guide team of workers should live tasked to reviewing the effect of model scoring, and maybe approving (or overriding) the effects? How will you evaluation and justify the assumptions that the software makes about access course decisions?

    In other words, how neatly were you awake your information, its distribution, its integrity and your existing and proposed access paths? this could determine where the DBAs disburse their time in aiding analytics and operational application efficiency.

    # # #

    Reference 1

    John Campbell, IBM Db2 distinctive EngineerFrom "IBM Db2 AI for z/OS: raise IBM Db2 application efficiency with computing device studying"https://www.worldofdb2.com/movements/ibm-db2-ai-for-z-os-boost-ibm-db2-software-performance-with-ma

    Reference 2

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

    See total articles by way of Lockwood Lyon


    IBM updates InfoSphere and DB2 at counsel on exact | killexams.com actual Questions and Pass4sure dumps

    IBM unveiled a recent edition of its flagship facts integration product -- IBM InfoSphere assistance Server eight.5 -- at its suggestions on exact convention remaining week in Las Vegas. massive Blue also took the wraps off the newest edition of its mainstay database management equipment, IBM DB2.

    SearchDataManagement.com was on the convention and sat down with Bernie Spang, IBM’s director of information administration product method, to catch more details in regards to the recent releases. Spang talked concerning the history of InfoSphere information Server and DB2’s recent capabilities, and he explained one of the the judgement why IBM is so drawn to acquiring information warehouse appliance vendor Netezza. listed below are some excerpts from that dialog:

    could you give me a brief historical past lesson on the IBM InfoSphere product line?

    Bernie Spang: It really has multifaceted origins. The statistics stage and character stage, cleaning and ETL capabilities near from the Ascential acquisition a few years in the past. The federation and replication capabilities which are a Part of InfoSphere tips Server believe a tradition returned in IBM below distinctive names at different instances.

    What are probably the most recent capabilities in InfoSphere assistance Server 8.5?

    Spang: one of the most enjoyable issues in regards to the InfoSphere assistance Server is the device set that comes together with it for accelerating the creation of integration jobs, as well as recent quick-song capabilities and recent trade word list capabilities [that] enable the collaboration between trade and IT on what the which means of statistics is and the way it flows collectively.

    what's the recent InfoSphere Blueprint Director?

    Spang: That gives users the capability to seize the most efficacious practices for designing and edifice and laying out an integration job to get certain that you’re in fact in line with company needs and you’re pulling the redress tips together unless they’re within the way. It’s a further layer of collaboration that we’ve constructed into the product, and it permits clients to peer the first-rate metrics associated with each piece of statistics because it strikes during the technique.

    What does Blueprint Director emerge to live to the cease user?

    Spang: It’s a visual ambiance the site you’re laying out the mixing and you’re defining it and then that you would live able to exhaust the quick-music means to generate the ETL jobs. It’s that visual toolset for defining your integration assignment. And it ties with the trade word list, the site the company users and IT are agreeing on the definition of phrases.

    What elements believe you brought within the recent version of DB2?

    Spang: IBM DB2 edition 10 is a brand recent product that we’re providing this week. [It offers] out-of-the-field efficiency improvements up to 40% for some workloads [and] enhanced scalability. The other exciting thing is a recent talent that we’re calling DB2 time travel query – the capacity to question counsel within the existing, in the past and in the future. in case you’ve loaded guidance, enjoy recent pricing suggestions for subsequent quarter, you can carry out queries as if it believe been subsequent quarter. when you believe trade agreements or guidelines that are over a time period, which you could carry out queries sooner or later and groundwork it on how the policies might live in impact at the moment. groups already try this nowadays, however generally with the aid of writing software code. by way of pushing it down into the database application, we’re enormously simplifying the process and greatly reducing the amount of code.

    IBM is within the fashion of buying Westboro, Mass.-based information warehouse appliance vendor Netezza and its container programmable gate array processor know-how. What exactly is the value of this expertise?

    Spang: Processing quicken is reaching the laws of physics [in terms of its] capability to proceed to grow, whereas on the equal time the exigency to procedure more counsel and carry out more transactions is growing unabated. So how carry out you catch these subsequent-era performance advancements? you site the pieces together and particularly optimize them for specific workloads. That capacity you believe to believe the application optimized for the hardware even prerogative down to the processor level. The bailiwick programmable gate array permits you to in fact application at a chip level, [and that leads to] plenty better speeds than having it written in application operating on a ordinary-purpose processor.


    IBM Tweaks DB2 With BLU Acceleration for spacious facts | killexams.com actual Questions and Pass4sure dumps

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    An Operating System Reloaded: IBM Preps Major z/VSE Overhaul | killexams.com actual questions and Pass4sure dumps

    An Operating System Reloaded: IBM Preps Major z/VSE Overhaul

    Next version of z/VSE looks enjoy an operating system reborn

  • By Stephen Swoyer
  • 10/30/2007
  • IBM Corp.’s z/VSE operating environment is soundless going strong. Although z/VSE doesn’t brag much in the way of market share or revenue growth—not, at least, when compared to other, sexier System z workloads, such as Linux or zSeries Integrated Information Processor—Big Blue continues to invest in and ameliorate the z/VSE experience.

    If ongoing technology investment and recent operating system revisions are positive indications of a platform’s viability, z/VSE looks as viable as ever.

    Consider IBM’s upcoming z/VSE 4.2 release, for example. While spacious Blue has been dilatory to interlard advocate for Linux and other next-gen workloads in previous iterations of z/VSE—at least relative to what it’s done with both z/VM and z/OS—the latest version of that venerable operating environment looks enjoy VSE reborn, with better advocate for z/Linux, a recent Encryption Facility, expanded storage support, and improved performance and scalability.

    The rub, of course, is that customers will believe to wait until late next year to catch their hands on it: z/VSE 4.2 isn’t slated to ship until Q4 of 2008.

    By the time it does ship, it could back fuel pent-up demand.

    The impetus, IBM officials say, is the ever-increasing uptake of spacious Iron Linux: as customers deploy more zLinux workloads on System z mainframes, they’re increasingly running them in conjunction with z/VSE applications.

    For one thing, says Jerry Johnston, System z technical sales specialist and Boeblingen Lab senior advisor with IBM, the recent release should get it easier for customers to expose their VSE applications to zLinux.

    "There are a number of integration possibilities," he says. "Each customer is different. For example, four European customers presented solutions at the recent [Guide share Europe] conference in Boeblingen. A yoke of them believe z/VSE applications that access data stored in DB2 UDB on Linux on System z. Another is working on WebSphere applications under Linux on System z that can access data stored in files on z/VSE."

    There’s also HiperSockets, z/VM, and Integrated Facility for Linux (IFL) integration, too. "Customers can implement integrated solutions that exploit System z 'HiperSockets' for fast, secure communications between z/VSE and Linux on System z," he continues. "They can purchase odds of low-cost IBM System z Integrated Facility for Linux (IFL) specialty engines. Last, but not least, customers can purchase odds of IBM's world-class virtualization technology, z/VM, to catch the most from their Linux on System z and z/VSE systems."

    Removing Limits

    z/VSE 4.2 also eliminates a long-standing VSE bottleneck: a confine of 255 concurrent processes. In most cases, Johnston says, users believe been able to work around this; once z/VSE 4.2 becomes generally available, they won’t believe to. "The z/VSE operating system itself uses 32 of those [tasks]. Subsystems enjoy CICS, VTAM, TCP/IP, DB2, [and so on] each exhaust a number of tasks. They reduce the number of tasks available to the user for application programs," he explains. "z/VSE V4.2 users will believe more than 255 tasks to work with. That means, for example, they can create more CICS and batch partitions in z/VSE V4.2. More partitions extend the talent of the system to carry out useful work, [which leads to] better scalability."

    The recent revision will also explode a traditional storage bottleneck, Johnston continues. True, z/VSE 4.1—which shipped earlier this year—eliminated the long-standing 2 GB central storage restriction (it boasted advocate for up to 8 GB of actual storage), but z/VSE 4.2 will disappear that several orders of magnitude better.

    "Now, z/VSE V4.2 is designed to advocate up to 32 GB … of actual processor storage," he says, which could entail additional scalability benefits. "Larger actual reminiscence may lead to a reduction in paging. Paging occurs when a task needs central storage but no free storage is available. At that point, the operating system has to find a page to remove, transfer it to external page storage, and start the recent activity. From a system point of view, paging is just wasted activity and to live avoided. z/VSE V4.2's advocate for up to 32 GB of actual storage means that, in many cases, less paging will occur."

    Improved Security

    Finally, Johnston concludes, z/VSE 4.2 will ship with a recent Encryption Facility to better secure trade data. This is a more involved proposition than it might seem, he points out. For starters, the office of the recent Encryption Facility for z/VSE V1.1 is roughly equivalent to that of the z/OS variant (also at version 1.1). This means both implementations are also interoperable. "Tapes created by one can live read by the other," Johnston says.

    At total events, z/VSE’s recent Encryption Facility will back protect against the contingent (and frequently quite literal) loss of data.

    "You may believe seen news stories about tapes that believe been 'lost.' There believe been articles about tapes that believe been misplaced, stolen, dropped off the back of a delivery truck, taken from a truck while the driver was having coffee, etc.," he explains. "One solution to avoid the compromise of business/personal data is to encrypt the tape. … If a tape falls into the wrong hands, the information is safe because it cannot live read without knowing the key."

    VSE’s recent Encryption Facility will live packaged and licensed as an optional, priced feature of IBM’s VSE Central Functions version 8, according to Johnston. This product includes the basic VSE operating system, along with a passel of other features. As with z/OS, the Encryption Facility for z/VSE also exploits built-in System z features to accelerate encryption and reduce processing costs. "[Encryption Facility] for z/VSE exploits recent System z hardware instructions designed to accelerate the encryption process. These instructions are Part of a no-charge, optional hardware feature—available on z990/890, z9 EC, and z9 BC models—known as CP Assist for Cryptographic Function," Johnston indicates. "Similarly, when compressing data, [Encryption Facility] for z/VSE uses System z hardware compression instructions."

    As an added bonus, it’ll also live eligible for the Midrange Workload License Charges pricing scheme that spacious Blue introduced earlier this year.

    About the Author

    Stephen Swoyer is a Nashville, TN-based freelance journalist who writes about technology.


    Apache Synapse Bumped to Top Project Status | killexams.com actual questions and Pass4sure dumps

    News

    Apache Synapse Bumped to Top Project Status
  • By Kurt Mackie
  • 02/05/2008
  • The Apache Software Foundation today ratcheted up the project status of its open source Apache Synapse enterprise service bus (ESB) technology. The Foundation established Apache Synapse as a Top-Level Project, boosting it from subproject status under Apache Web Services.

    In addition, version 1.1.1 of Apache Synapse has been released under Apache 2.0 software licensing.

    The higher profile for Apache Synapse marks its talent to disappear beyond "just integrating Web services," according to Paul Fremantle, chair of the Apache Synapse project management committee and vice president of technical sales at WSO2 Inc.

    "The advancement of Apache Synapse to a Top-Level Project reflects a wider maturity of the project, growing developer interest, and a different appeal and approach to the other open source ESBs in the marketplace," Fremantle stated in an announcement issued by the Foundation.

    Apache Synapse is an enterprise-grade open source ESB for message routing in service-oriented architecture-type deployments. It supports multiple open standards, including "HTTP, SOAP, FTP, SMTP, XML, XSLT, XPath, JMS, Web Services Security (WSS), Web Services responsible Messaging (WS-RM)," and others, according to the announcement.

    The ESB can live used to connect "multiple back-end systems including record-based files, DB2 mainframe-based systems, and IBM MQ Series," Fremantle stated.

    It's currently being used in a commercial deployment by recent Zealand-based system integrator Black Coffee Software, according to the announcement.

    Additional information about Apache Synapse v1.1.1, which is currently available for download, can live establish here .

    About the Author

    Kurt Mackie is online news editor, Enterprise Group, at 1105 Media Inc.


    How should Sun customers read Oracle's latest rumblings? | killexams.com actual questions and Pass4sure dumps

    Dramatically ameliorate Sun's hardware performance by tightly integrating Oracle software with Sun hardware.

    For Sun SPARC hardware customers, this sounded great. But just five days later, Oracle announced its second version of the Oracle Exadata high-performance appliance. While Exadata is built on Sun hardware (as opposed to Exadata v1, which was built on HP hardware), it does not incorporate any of the promises outlined in the September 10 advertisement to Sun customers. That's right: Exadata v2 is built on Sun's Intel Xeon 5500 series-based servers running Oracle Enterprise Linux. No SPARC or Solaris in this appliance.

    While this may emerge as a antecedent for confusion, if they account back in time, they realize that the Exadata v2 appliance must believe been well in flight at the time of the Oracle-Sun merger announcement earlier this year. Integrating software and hardware to create a product enjoy this for enterprise deployment and advocate requires a long epoch of development, testing and advocate preparation. Making course changes to integrate with Solaris and SPARC would believe resulted in significant product delays.

    Therefore, the Exadata v2 announcement cannot live reliably used to predict what the merged Oracle-Sun company will carry out with its hardware.

    SPARC and Solaris customers discourse outI've had the opportunity to talk with a number of customers since my June article on the theme of SPARC and Solaris deployments, and I've scholarly some things that I'd enjoy to share.

  • Entry-level and midrange SPARC servers cannot compete with commodity Intel and AMD equivalents on a price/performance basis.
  • High-range, scale-up SPARC servers carry out not (yet) believe a compelling commodity Intel or AMD replacement that can scale. I'm talking about 64-core and greater machines used for a very limited class of scale-up applications (mostly database).
  • Nearly total entry-level and midrange SPARC customers believe migrated or are in some stage of migration from SPARC to Intel- or AMD-based commodity servers.
  • Given this information, they can view more clearly the best roadmap for Sun SPARC hardware. It simply boils down to what the application's needs are.

    IF the application's scalability requirements can live met with Intel- or AMD-based commodity servers,

    THEN migrate from entry-level or midrange SPARC servers to commodity AMD or Intel servers.

    ELSE, maintain or upgrade high-end SPARC server to advocate the application's scalability requirements until a future time when commodity servers can meet the application's scale-up requirements (two to five years, depending on needs).

    Only a handful of enterprise applications will descend into this category, but nearly total of them will live relative upon Oracle's cornerstone product: the Oracle 11g database.

    Oracle's probable Sun hardware plansBased on this information plus the exigency for Oracle to protect its high-end database revenue, it does get sense for Oracle to invest in the high-end SPARC- and Solaris-based servers for those application/database configurations that require scale-up hardware environments.

    While these cases are few in comparison with other workloads, they minister to live mission captious for the customer, and high-margin sales for Oracle and Sun. Additionally, it is with these high-end workloads that Oracle will exigency to compete with IBM in order to ward off the threat of IBM's DB2 database product.

    Expect the entry-level and mid-range SPARC hardware offerings to live discontinued or pushed to a partner such as Fujitsu.

    The EU FactorThe European Union's probe into the database market (given that Oracle will also own the MySQL database products after the merger) has placed additional pressure on Sun and Oracle to carry out something. This probe was announced September 3 and is undoubtedly the antecedent of the Oracle open advertisement to Sun customers about its SPARC and Solaris plans. Further delays on the merger only award Sun's hardware competitors more time to harvest fearful and weary Sun customers. Oracle's biggest threat is IBM -- the competitor specifically identified in the Oracle advertisement.

    Unfortunately, they believe longer to wait until they hear the definitive plans for Sun's assets from Oracle.

    ABOUT THE AUTHOR: Richard Jones is vice president and service director for Data seat Strategies at Midvale, Utah-based Burton Group. He can live reached at rjones@burtongroup.com.

    What did you account of this feature? Write to SearchDataCenter.com's Matt Stansberry about your data seat concerns at mstansberry@techtarget.com.



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