IBM® information Server supervisor is an internet-primarily based, integrated database administration tools platform that manages IBM Db2® and IBM Db2 for z/OS® databases. With IBM facts Server supervisor, you can manage and administer IBM Db2 Analytics Accelerator (Accelerator).
This document offers a top level view of all management and administration capabilities purchasable in IBM information Server manager 2.1.5. IBM facts Server supervisor is an easy and intuitive database administration (DBA) device for monitoring, administering, and tuning IBM Db2 for z/OS databases. It may also be put in effortlessly in three clicks (as a non-root person), so IBM records Server supervisor can also be up and operating in a rely of seconds. a web browser serves as the client that offers clients entry to the databases. With the capability to also manage and computer screen IBM Db2, IBM BigInsights®, and cloud databases, IBM information Server manager has develop into the core of the IBM database administration platform.
unlike the present Eclipse-based facts Studio and the Accelerator studio that deserve to be installed on every customer computer, IBM facts Server manager is installed on a web server. One setting up can also be accessed via distinctive users through a web browser. IBM records Server manager connects to Db2 for z/OS by using a JDBC connection throughout the DDF port.
Two versions are available:
The document provides an overview of those subject matters:
installing of IBM statistics Server supervisor
finished these steps to install IBM facts Server manager:
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/0.1050?OpenElement&FieldElemFormat=jpg" width="646" height="292" alt="Screen capture showing selecting Manage Connections from the base menu."/>determine 1. manage Connections Menu
figure 2 indicates a way to add database connection information, which is required to manage paired IBM Db2 Analytics Accelerators.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/0.9BFC?OpenElement&FieldElemFormat=jpg" width="646" height="305" alt="Screen capture showing the Add Database Connection dialog."/>figure 2. Add Database Connection page
determine three indicates the place to give the credentials that enable IBM statistics Server supervisor to communicate with the database. If the DBA desires the connection to be shared by assorted users in line with the company policy, the DBA saves credentials to a repository, as shown in figure 3. When credentials are saved to a repository, diverse clients can join with the saved credentials. If the DBA does not store the credentials, users who log into IBM statistics Server supervisor are caused to enter their IBM RACF® credentials.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/2.4474?OpenElement&FieldElemFormat=jpg" width="646" height="304" alt="Screen capture showing the Add Database Connection dialog showing who to enter the connection credentials."/>figure three. Add connection credentials
establish a verify connection to make sure that the supplied credentials are appropriate. If the check connection is a hit, save it through clicking sure.
click on the home alternative within the collapsible menu on the left to see the newly added connection within the grid. If it doesn't reveal, click the Refresh button at the properly appropriate. determine four shows the domestic page grid and the Refresh button.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/4.4434?OpenElement&FieldElemFormat=jpg" width="646" height="306" alt="Screen capture showing the Home page of IBM Data Server Manager."/>determine 4. home web page
From the connection picker on the suitable bar, opt for the database connection, as shown in figure 5.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/6.3FEE?OpenElement&FieldElemFormat=jpg" width="646" height="309" alt="Screen capture showing how to select the database connection in the connection picker."/>figure 5. settling on the database connection from the connection picker
IBM Db2 Analytics Accelerator administration
figure 6 suggests the menu item for IBM Db2 Analytics Accelerator administration.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/8.442C?OpenElement&FieldElemFormat=jpg" width="646" height="306" alt="Screen capture showing the Accelerators menu."/>determine 6. Accelerators menu
picking out Administer -> Accelerators opens the Accelerator Dashboard, which lists the entire Accelerators that are paired to a Db2 for z/OS subsystem. If an Accelerator is chosen in the grid, information about that Accelerator is displayed in the Accelerator Dashboard as proven in determine 7.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/10.48F6?OpenElement&FieldElemFormat=jpg" width="646" height="305" alt="Screen capture showing the Accelerator Dashboard."/>figure 7. Accelerator Dashboard
From the Accelerator Dashboard, the Accelerators may also be started or stopped. in addition, new Accelerators may also be paired, and current Accelerators may also be unpaired or removed. in addition, a selected Accelerator may also be managed. The choice to control Accelerators is described in more detail in the upcoming sections.
determine 8 indicates the particulars for the selected Accelerator.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/12.2928?OpenElement&FieldElemFormat=jpg" width="646" height="308" alt="Screen capture showing the detailed view of an accelerator."/>figure 8. Accelerator details
From the Accelerator particulars panel, right here activities can also be began:
desk and query Dashboard for Accelerator
in case you click on control for any chosen Accelerator, you open the Tables/Queries dashboard.
figure 11 shows the table dashboard for the selected Accelerator with the numerous movements which are presently supported for tables.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/20.394A?OpenElement&FieldElemFormat=jpg" width="646" height="253" alt="Screen capture showing the Table Dashboard showing the supported actions."/>determine 11. desk Dashboard with supported actions
The Add Tables option is all the time enabled. The dashboard lists all of the tables that have been brought to the Accelerator. Their present acceleration status is shown, along with the desk dimension, the facts load popularity, distribution and organization keys, the skew price, and the replication fame.
figure 12 shows a way to add desk references to an Accelerator. The list additionally highlights desk columns that are not supported via the Accelerator. the hunt choice makes it possible for filtering the grid according to schema identify and desk identify for handy access.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/23.3446?OpenElement&FieldElemFormat=jpg" width="646" height="307" alt="Screen capture showing the Select Tables to Add dialog."/>figure 12. desk Add dialog
After an inventory of table references has been added, records will also be loaded into these tables on the Accelerator, as shown in determine 13. When a desk reference is chosen in the dashboard grid, the weight action is enabled. Clicking Load opens the weight information dialog, which indicates the partition status and cargo innovations for the table.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/26.2F58?OpenElement&FieldElemFormat=jpg" width="646" height="163" alt="Screen capture showing the Load Data dialog."/>figure 13. Load facts dialog
determine 14 indicates how distribution and organizing keys can also be selected for a table to increase query efficiency.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/27.3518?OpenElement&FieldElemFormat=jpg" width="575" height="359" alt="Screen capture showing the Alter Distribution and Organizing Keys dialog."/>determine 14. Alter Distribution and Organizing Keys dialog
figure 15 shows how desk partitions will also be archived from the Accelerator.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/31.2E54?OpenElement&FieldElemFormat=jpg" width="575" height="365" alt="Screen capture showing the Move Storage Saver Partitions to Accelerator dialog."/>figure 15. circulation Storage Saver Partitions to Accelerator dialog
figure sixteen suggests how desk partitions will also be restored from the Accelerator.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/35.3618?OpenElement&FieldElemFormat=jpg" width="646" height="118" alt="Screen capture showing the Restore Storage Saver Partitions to Db2 dialog."/>determine 16. restoration Storage Saver Partitions to Db2 dialog
The checklist initiatives and Cancel tasks dialog proven in figure 17 allows for users to cancel any presently running assignment.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/36.3B7E?OpenElement&FieldElemFormat=jpg" width="470" height="278" alt="Screen capture showing the List Tasks dialog."/>figure 17. checklist/Cancel initiatives
Tables within the Accelerator might not be in sync with base tables in Db2 for z/OS when there are structural changes to the bottom tables. These changes consist of altering the facts type of a column, adding a brand new column, and the like. The Synchronize Schema for Tables dialog shown in figure 18 allows users to synchronize Accelerator-shadow tables that went out of sync.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/37.3068?OpenElement&FieldElemFormat=jpg" width="646" height="407" alt="Screen capture showing the Synchronize Schema for Tables dialog."/>figure 18. Synchronize Schema for Tables dialog
The question Dashboard shows the popularity of all accelerated queries including crucial performance records. For each selected query, the entire SQL text can also be considered. The question can be organized for a rerun by using posting it to the SQL Editor, and a post explain can be carried out. The option to list and cancel operating queries is at all times accessible on the dashboard, as shown in figure 19.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/39.2FC8?OpenElement&FieldElemFormat=jpg" width="646" height="274" alt="Screen capture showing the Query Dashboard."/>determine 19. question Dashboard
figure 20 indicates the total SQL textual content for a select question.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/42.3B84?OpenElement&FieldElemFormat=jpg" width="646" height="404" alt="Screen capture showing the full SQL text."/>figure 20. exhibit full SQL textual content
figure 21 indicates the post-execution clarify graph for a query.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/48.2F54?OpenElement&FieldElemFormat=jpg" width="646" height="246" alt="Screen capture showing the post-execution Explain graph."/>figure 21. publish-execution explain graph
figure 22 indicates the SQL editor prepared to rerun a specific query that changed into run on the Accelerator previously.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/49.2C24?OpenElement&FieldElemFormat=jpg" width="646" height="263" alt="Screen capture showing the SQL editor prepared to rerun a query,"/>figure 22. SQL editor organized for query
The button to checklist and cancel queries is enabled on the query Dashboard when there are queries which are in operating state. This alternative, as shown in determine 23, gives users the capacity to checklist and cancel currently running queries.
IBM.com/Redbooks.nsf/e03826cbbba0636c852569d000606d00/ff08cb17312ddac2852581ce0006ee8b/Contents/51.3EEC?OpenElement&FieldElemFormat=jpg" width="665" height="250" alt="Screen capture showing the Cancel Tasks section."/>determine 23. list/cancel queries
The loyalty of IBM i consumers is effortless to take into account. one of the vital key know-how discovered on present IBM power methods* servers operating IBM i—together with the integrated database and object-based safety—was developed 30 or greater years in the past. What became prevalent because the AS/400 in 1988 turned into a remarkable hybrid of practicality and ahead thinking. It was pitched as a cheap solution that allowed valued clientele with minimal technical advantage to focus on operating their companies. A loyal and enduring following immediately emerged.
I’m skimming over the details, but most longstanding IBM i purchasers comprehend the history anyway, together with the undeniable fact that the important thing attributes nonetheless exist in these days’s IBM i expertise. undoubtedly although, the equipment has advanced throughout the generations of new hardware and power* processors.
on the other hand, for IBM, convincing IBM i valued clientele of the need to evolve, to make necessary changes to their IT operations, will also be difficult. It’s not that IBM i valued clientele are nevertheless residing in 1988, but it surely’s fair to claim that IBM i stores, as a whole, are cautious about adopting new expertise.
“clients are proof against alternate, or possibly they don’t feel they should exchange,” says Mike Cain, a database consultant with IBM techniques Lab functions. “For 10, 20, in some cases, 30 years, they’ve been in a position to grow up and be very successful on the platform.”
Cain and different participants of the Lab features crew see this primary-hand, as a result of they’ve been tasked with disseminating a simple but important message to IBM i customers: They must take a broader view of database know-how. each IBM i shop, tremendous or small, must create and workforce the position of database engineer.
Why? For starters, a new world has come to information and databases. “historically, all the different database platforms, Db2*, Oracle, SQL Server and the like, they’ve all required database administration, and people environments have had lengthy-time roles and duties for database directors (DBAs),” says Cain. “On AS/four hundred or even lower back to gadget/38, we had a relational database that did not require administration: It’s integrated, it’s configured, it really works. So we in no way crucial the executive side of issues.
“That in fact propagated into, ‘We don’t need any one to focal point on database in any respect,’ and that grew to be the void,” he provides.
For an IBM i ambiance, a database engineer would have an commercial enterprise-wide center of attention on relational database technology, together with database design, database structure, database implementation, modeling and SQL performance tuning. once more, these styles of actions traditionally haven’t been executed—or even viewed as integral—in IBM i environments.
“the world of database is a whole lot greater than you think, and you don’t be aware of what you don’t know.”—Mike Cain, database advisor with IBM programs Lab functions
nowadays, the expertise and competencies of a database engineer are crucial for all however the smallest IBM i retail outlets. Cain offers this usual guideline: if you’re doing custom design and development work on applications, that’s the entire justification required for a committed database staffer.
“announcing ‘You need a database engineer,’ i do know that could be a shock to some americans,” he provides. “the realm of database is a great deal larger than you consider, and also you don’t understand what you don’t comprehend.”The changing World of Databases
So what don’t you recognize? listed below are some things to believe concerning the altering world of databases:
facts. There’s without problems more of it now: nowadays, a single file or a table can be as much as a terabyte in measurement. moreover possessing a ways better amounts of facts, agencies have to now contend with unstructured facts: web pages, digital data, video and photograph information, and much extra. Managing these enormous database environments isn’t trivial. Who will be sure satisfactory person response instances? Who will put into effect finest practices?
assembly new business necessities/proposing for conclusion clients: each enterprise has initiatives and aspirations, brief- and long-time period. maybe you have a brand new business accomplice that wishes to exchange documents in XML or JSON formats. Do you have got a person who’s established with these sorts of files? That’s a simple database engineering query.
Cain features to a starker scenario, noting the need for IT to take the lead in providing for corporate users. remember years in the past when particular person company devices would buy and run their personal x86 boxes as a result of they weren’t getting the performance they mandatory? That variety of unsanctioned acquisition is even less demanding now. With the supply of MongoDB and different open-supply databases, a rogue neighborhood can down load its personal information repository. If there’s nobody in IT who has a finished figuring out of facts in all its kinds, stimulated clients may also find one other method.
“When IT people are dragging their toes, I inform them, ‘You’re in hazard of being bypassed because you’re now not maintaining,’ ” Cain says.
information safety, governance and control: Let’s extend this state of affairs. in case you have a branch that’s working its own database and conducting its own queries on massive amounts of company facts, do you think it's going to turn up to those clients to give backup and recovery or in any other case comfy this counsel? can you manage to pay for your personal records breech? obviously, protection should be the domain of IT, and the abilities and advantage a database engineer provides makes it less demanding for IT to meet its mandate.Making the circulation
Bringing a database engineer into an IBM i store isn’t as convenient as going to a bunch of job sites and looking out on “Db2 for i database engineer.” You quite simply received’t locate many people out on earth who fit this description. however you do have options.
4 alternate options for finding a database engineer exist:
The latter two alternate options are far and away essentially the most practical.
“constructing” a database engineer contains selecting somebody out of your personal IT branch who can fill the function. obviously this individual would have the abilities of vigour methods operating IBM i while figuring out your personal business requirements. From there, you’d supply extra education and working towards in areas similar to SQL, query optimization, efficiency tuning and particular Db2 options similar to IBM i customer access for windows* or records Studio. IBM Lab services can supply guidance in these areas.
“converting” a database engineer is, very nearly, the inverse of building one. you've got a person in IT with database capabilities such as a DBA working with Db2 for Linux*, UNIX* and windows (LUW). you then get this individual as much as speed on IBM i.
“They already know about eighty p.c of what they need to know about database,” says Cain. “The largest risk is that they need to settle for the brand new platform, because some issues will be distinct. however people who absolutely include IBM i, they like it. It’s like ‘Wow, I don’t should do the adminis-trivial? i will simply do the business stuff? here is amazing.’ ”
A final factor: Your want for a database engineer could be transient. here's in reality Cain’s “buy” alternative. for example, if you’re coping with a selected efficiency situation, you could contract with Lab functions, which makes its technicians attainable to work at client websites on a short-time period foundation.Success factors
The function of a database engineer extends beyond IT. The database engineer interacts with enterprise leaders and strategists, communicating IT’s desires and priorities. in addition to being adequately knowledgeable and knowledgeable, it’s elementary that the position be accurately supported.
“The database engineer must have each the accountability and the authority to do the job, which contains enhancing the IT shop over time to be certain that information is a strategic part of the business,” says Cain. “It’s actually a rely of getting the organizational dedication to guide this person.”
Amazon web functions CEO Andy Jassy invoked the Lauren Hill track “every little thing is everything” at this week’s re:Invent adventure in Las Vegas to underscore his statement that AWS has greater than twice the number of services of any other public cloud. The question is, will the functions catalog ever turn into – or, certainly, is it already – so wide that it becomes unwieldy from a consumer building, deployment, and value-management perspective?
This year’s re:Invent followed the more-extra-extra sample of previous events, with greater attendees, extra exhibitors, more flooring area and, you guessed it, yet extra features and capabilities introduced. That became definitely the case within the records and analytics arenas, with announcements across database, huge-facts management, analytics, computing device learning (ML) and artificial intelligence (AI). occasionally much less is extra, besides the fact that children, a degree I’ll get back to in my conclusion, but let’s birth with a recap of what I see because the most critical records-to-choices linked bulletins.
Aurora enhancements Promise less demanding Deployment, charge Saving and Compatibility
Aurora is Amazon’s flagship database service, geared toward profitable converts from the likes of Oracle Database, Microsoft SQL Server and IBM Db2 with what AWS says is related or greater durability, availability and efficiency at as little as one tenth the cost. Aurora is a decidedly industrial offering, too (only available on AWS), however’s appropriate with each MySQL and, as of October, PostgreSQL, the two most standard open-source relational databases. Aurora launched with MySQL compatibility, however PostgreSQL presents closer compatibility with commercial enterprise-focused capabilities supported in Oracle and Microsoft SQL Server.
At Re:Invent, AWS announced two Aurora upgrades. Aurora Serverless (now in preview) will carry automated, on-demand scaling (both up and down), with the intention to simplify deployment, ease ongoing management and align cost with utilization. Aurora Multi-grasp, an additional preview potential, scales each reads (already purchasable) and writes (the part that’s new). someday next year this Multi-master skill can be extendable across distinctive regions. in short, Multi-grasp promises efficiency, consistency and high-availability at scale, and with multi-region help these qualities will span even international deployments.
MyPOV on Aurora improvements: The Serverless circulation become a no brainer and it changed into most effective a remember of time. Multi-grasp may be a response to customer demand, as AWS claimed, however it additionally solutions Google’s introduction of Spanner, that vendor’s globally scalable relational database. (in a similar fashion, the DynamoDB international Tables announcement at re:Invent solutions Microsoft's introduction of international-ready CosmosDB). global deployment is removed from a mainstream demand, despite the fact, so this is extra of a battle for bragging rights. The precise mainstream market changer is the universal availability PostgreSQL compatibility, to be able to make it more straightforward emigrate workloads working on Oracle or SQL Server into AWS on Aurora without substantially rewriting queries and database performance. It’s a much less flashy announcement, nonetheless it’s the most colossal in terms of winning new customers.
Neptune Graph Database service
AWS entered an entire new database category with the introduction of Neptune, a graph database service now in “restrained preview.” Graph analysis is about exploring community relationships, as in individuals in a social network; shoppers and influencers in a retail or telco ambiance; personnel, candidates, organizations and job openings in an HR context; and community nodes and belongings in a national-intelligence, security or IT-community analysis context.
Most businesses use graph-evaluation features that have been grafted onto relational databases to do that work. however graph databases designed for the project do an improved, extra bendy job when exploring tens of millions and even billions of relationships. To supply consumers a call, AWS has designed Neptune to make use of each the Property Graph and W3C's aid Description Framework (RDF) models and their respective query languages, Apache TinkerPop Gremlin and RDF SPARQL.
MyPOV on Neptune: Amazon made some relatively sweeping disparaging statements in regards to the scalability, durability and performance of existing open source and business graph database options. Neo4j, which is an open-source database with business enterprise version and managed carrier alternate options, supports each clustering and, greater currently, multi-information-core deployment. Neptune is in restricted preview, which will only take Amazon’s be aware that it will convey superior and greater authentic performance. Neptune will compete most without delay with Neo4j and Titan/JanusGraph, from a technology perspective. but the true competition and largest market chance is making a dent within the use of less-adept graph evaluation points of more high priced databases including Oracle and Microsoft SQL Server. IBM has released Compose for JanusGraph, so it, too, is betting on a graph database provider.
SageMaker Introduces Yet a further mannequin-administration environment
How repeatedly this 12 months have I heard providers speaking about making facts science less difficult -- mainly ML? Let’s see, there’s Cloudera’s information Science Workbench, IBM’s records Science event, Microsoft’s next-technology Azure ML, Databricks (on AWS) and soon-to-be launched on Azure… I’m sure there are extra. At re:Invent AWS announced that Amazon SageMaker will be part of the gang.
The conception with SageMaker (just like the others) is to make it easier for statistics scientists, builders and statistics-savvy collaborators to construct, train and run fashions at scale. loads of these mannequin-administration environments depend on open-supply notebooks, and that’s the case with SageMaker, too, because it uses Jupyter notebooks. alternatives for model constructing encompass a exact drawer of 10 usual algorithms that AWS says had been optimized to run on its infrastructure, thereby improving performance and saving funds on compute necessities. which you can additionally use alternate options from TensorFlow, MXNet and, soon, different frameworks, AWS guarantees, giving consumers option.
That’s a great beginning, however a key differentiator for SageMaker comes in lifecycle levels including practicing, the place three’s a “one-click on” choice for serverless, autoscaling practicing. That’s one area the place there’s usually lots of guide work. different time and labor savers include auto hyperparameter tuning (in preview) and one-click deployment, also with serverless autoscaling.
MyPOV on SageMaker: The practising and deployment automation points sound very promising, but you’ll must forgive me for taking a wait-and-see perspective after so many announcements this year. The other mannequin-management atmosphere i was impressed by means of this year become Microsoft’s next-technology Azure ML, which is presently in preview. Microsoft’s environment guarantees information-lineage and mannequin-exchange auditing all over the building and deployment lifecycle. SageMaker doesn’t offer these capabilities presently, however an govt instructed me AWS expects so as to add them.
information-lineage, auditability and transparency are important no longer just for regulated banks and coverage groups. Constellation sees transparency and ML/AI explainability as whatever thing that organizations and industries will demand as we embody predictive and prescriptive systems that advocate and automate decisions. There had been a lot of examples the place biases had been found out in choice methods that impact individuals’s lives.
MyPOV on Reinvent normal
once once again, re:Invent became wonderful, and the sheer number of bulletins changed into dazzling. I could web page at least a dozen different remarkable information-to-choices-related bulletins, from AWS IoT Analytics to Amazon Translate (true-time translation) to Rekognition Video (object/endeavor/face detection) to Polly Transcribe (actual-time, multi-language transcription). To Jassy’s factor, having everything one may maybe need doubtless is every thing to a developer. but when is adequate ample?
My factor isn't to get rid of capabilities and put off capabilities, but AWS CTO Wener Vogels mentioned in his keynote that the business has released a whopping 3,951 new services and capabilities because the primary re:Invent experience in 2012. The sheer number has sometimes been “complicated and tough to cope with,” Vogels admitted. He went on to speak concerning the administrative equipment and features that Amazon has come out with to ease cloud structure, construction, deployment, operational administration and price/efficiency optimization. This contains every thing from CloudFormation, CloudWatch, Config, and CloudTrail to Config suggestions, charge Explorer, Inspector and relied on advisor.
So, sure, AWS is doing plenty to make engaged on the platform more convenient, more straightforward and extra good value, however I’ll shut with three proposals to shift the emphasis and communications agenda a bit of at re:Invent 2018.
Put the emphasis on enhancing latest features. at any place possible, build on present services in preference to introducing yet a different service. DynamoDB world Tables, Backups and On-Demand repair, for example, are examples of latest elements delivered to one of AWS’s oldest features. Werner Vogels stated that AWS likes to get new services accessible although it is aware of that certain aspects are wanting. That way it can get customer feedback on a way to enrich the carrier. i might publish that AWS is now so large, it will do smartly to add cost to current features first and take more time to shine new functions earlier than introducing them. I’d also make a degree of highlighting upgrades to current capabilities at re:Invent so shoppers respect the growing value of functions already in use.
Put management and administrative services in the spotlight. This year there have been a whopping 61 new product announcements common at re:Invent, yet only two within the “management” category: AWS systems manager and a brand new logging characteristic introduced to AWS CloudTrail. systems administration may additionally no longer be as horny as a brand new AI or ML carrier, however AWS should still make point of using re:Invent to announce and spotlight new capabilities on the way to help corporations spend less, simplify, save employee time and get extra bang for the buck. It may be that AWS systems manager didn’t get much limelight at re:Invent because it looks to be a makeover of Amazon EC2 methods supervisor, introduced at re:Invent 2016. in line with a blog on the brand new AWS techniques supervisor, it “defines a brand new event round grouping, visualizing, and reacting to problems the usage of points from products like Amazon EC2 methods manager.” as the scale of AWS grows and corporations use more and more services, i might feel administration equipment and services would maintain pace and take competencies of the most superior technologies AWS is applying in other areas.
convey more automation and AI to constructing and management capabilities. Following up on the ultimate aspect, i was really intrigued by means of Werner Vogel’s dialogue of the AWS smartly-Architected Framework and smartly-Architected ideas, however every little thing beneath this category appears to about white papers, most fulfilling-observe documents, and case studies. That’s all notable, however I experience an opportunity to turn this content into constructive capabilities or, better nevertheless, new advisory facets embedded into latest features. aspect the attractive stuff, like computing device learning and AI, at how valued clientele use AWS and surface techniques at every stage of development, deployment and operations. That looks to be the focus of one of the most automation tools mentioned above, but let’s see extra. perhaps even embed some of those capabilities directly inside tools and functions so it’s not as much as directors and managers to fix unhealthy practices. These are areas the place AWS may still excel. if you assist valued clientele use AWS smartly and cost effectively, they may be even happier and more loyal than they are these days.
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classification 5A subregion final
Cathedral Prep 10, Hollidaysburg 6
CATHEDRAL PREP (18-three): ab-r-h-rbi Colin Williams,ss three-2-0-0, Tyler Oedekoven,cf four-2-2-1, Nick Hess,1b 4-1-four-2, Chris Smith,p 4-1-1-1, Rockne Seidel,3b three-1-0-0, Quinn Baird,cr 0-1-0-0, Hunter Orlando,rf 2-1-1-2, Garrett Heidt,dh 3-1-1-1, Rory Monahan,c 0-0-0-0, Tino Scutella,lf 2-0-0-0, Trent Robison,2b four-0-1-three, Alex Douds,p 0-0-0-0. Totals 29-10-10-10.
HOLLIDAYSBURG (17-2): Cory Storm,ss-p 5-0-2-0, Tyler Peterson,c 5-0-0-0, John Servello,rf-cf 2-3-2-0, Lennox Pugh,3b four-1-2-1, Tyler Treese,1b three-1-three-2, Colin Stevenson,lf 3-0-0-0, Keaton Nolan,2b three-1-1-0, Brady Walters,dh three-0-1-1, Nolan Walters,p 0-0-0-0, Brendan Hileman,p 0-0-0-0, Sam Servello,cf-ss-p four-0-1-2. Totals 32-6-12-6.
Cathedral Prep 400 050 1 — 10 - 10 - 1
Hollidaysburg one hundred 032 0 — 6 - 12 - three
2B: CP — Smith, Hess; H — J.Servello, Treese, Storm. 3B: CP — Oedekoven. IP-H-R-ER-BB-SO: CP — Smith four 2/three-9-4-four-5-four, Douds (W) 2 1/three-3-2-1-0-2; H — N.Walters (L) 1/3-4-four-four-1-0, Hileman four 1/three-4-5-four-0-0, Storm 1 1/3-2-0-0-1-0, S.Servello 1-0-1-1-2-0.
class 4A ultimate
Slippery Rock 9, Hickory four
HICKORY (14-6): ab-r-h-rbi Brande Myers,ss 3-0-2-1, Jorge Leedham,ph-p 1-0-0-0, Joey Gaisor,2b-ss 3-0-0-0, Cameron Whalen,c three-0-1-0, David Greenburg,cr 0-0-0-0, Spencer McLaughlin,1b 2-0-0-0, Nathan Marchand,rf three-1-1-0, Tyler Mellott,ph-2b 2-0-1-1, Nathan Hando,p 0-0-0-0, Asher Patton,p 0-0-0-0, Hayden Gallagher,four-1-1-0, Joshua Baum,lf 3-1-0-0, Darren Mitchell,cf 2-1-0-0. Totals 26-four-6-2.
SLIPPERY ROCK (20-2): Dylan Dingel,p-ss
three-1-0-0, Gunner Becker,ss-1b 2-1-2-1, Dan Williams,3b 3-0-0-0, Ricky Mineo,1b-p three-0-1-0, David Duffalo,cr 0-1-0-0, Zach Van Dyke,c three-1-2-2, Derek Van Dyke,lf three-1-0-1, Patrick Busa,dh three-1-0-0, Ryan Davis,c 0-0-0-0, Kyle Benson,cf four-1-0-0, Nick Stutz,2b 0-2-0-1. Totals 24-9-5-5.
Hickory 040 000 0 — four - 6 - 7
Slippery Rock 000 612 x — 9 - 5 - 3
2B: H — Gallagher. 3B: SR — Z.Van Dyke. IP-H-R-ER-BB-SO: H — Hando (L) 3-3-6-4-three-2, Patton 3-1-1-0-2-4, Leedham 1-1-2-2-1-2; SR — Dingel 4-6-four-4-2-4, Mineo (W) three-0-0-0-three-6.
PIAA category 5A subegional
critical Mountain 14, Meadville 0
critical MOUNTAIN (14-7): ab-r-h-rbi Maegan Miller,rf 2-2-2-3, Caitlyn Cooper,ph-rf 1-1-0-0, Josie Dershem,2b four-2-2-2, Cait Brush,p four-0-0-1, Skylar Smith,ss 4-1-three-2, Morgan Wetzel,cf 2-2-2-0, Jessica Carlson,ph-lf 1-0-1-0, Autumn Dershem,dp 2-1-1-0, Madalyn Bechtel,ph 2-0-0-0, Jenni Skow,1b 1-1-1-2, Autumn younger,ph-1b 2-0-0-0, Madi Knepp,3b three-1-0-0, Cassidy Brush,lf 1-2-1-2, Makenzie Peters,lf-cf 2-1-2-0, Bailee Renninger,c 0-0-0-0. Totals 31-14-15-12.
MEADVILLE (6-13): Bailey Narr,ss-2b 2-0-1-0, Caleigh McGowan,2b 1-0-0-0, Miah Ewing,p-ss 1-0-0-0, Emilee Bradley,1b 2-0-1-0, Chili Bean,rf 2-0-0-0, Lauryn Shaffer,dp-p 1-0-0-0, Olivia Gionti,cr-ph 1-0-0-0, Brianna LaBruzzo,c 2-0-1-0, Taylor Coon,3b 1-0-0-0, Kara Keller,lf 1-0-0-0, Gianna Petrarca,ph 1-0-0-0, Mackenzie Brock,cf 2-0-1-0, Maddy Plyler,2b 0-0-0-0. Totals 17-0-four-0.
imperative Mountain 228 20 — 14 - 15 - 0
Meadville 000 00 — 0 - four - four
2B: M — J. Dershem 2, Miller. 3B: CM — Miller. IP-H-R-ER-BB-SO: CM — Brush (W) 5-4-0-0-0-6, M — Ewing (L) three-eleven-12-10-4-2, Shaffer 2-four-2-2-1-0.
Reds 9, Phillies 6 CINCINNATIABRHBIBBSOAVG.Hamilton cf411011.268BPhillips 2b502101.275Griffey Jr. rf511201.293Conine 1b411002.284Moeller c100000.190Dunn lf421211.271EEncarnacion 3b220020.269AlGonzalez ss311201.257Ross c200001.198JaValentin ph-c212200.270Harang p200001.121Hatteberg 1b100000.284Totals3599949 PHILADELPHIAABRHBIBBSOAVG.Rollins ss511000.283Bourn lf200001.294Dobbs lf323100.296Utley 2b221031.327Howard 1b411313.256Rowand cf502100.314Victorino rf500000.271Nunez 3b301010.261Burrell ph100000.204Ruiz c301010.278Moyer p300000.167Helms 3b100000.244Totals37610565 Cincinnati000000612--990Philadelphia000030300--6101
E: Howard (6). LOB: Cincinnati 6, Philadelphia 10. 2B: AlGonzalez (17), JaValentin (7), Dobbs (10). 3B: Dobbs (three). HR: Dunn (22), off Mesa; Howard (18), off Harang. RBI: BPhillips (39), Griffey Jr. 2 (49), Dunn 2 (fifty two), AlGonzalez 2 (37), JaValentin 2 (14), Dobbs (31), Howard three (fifty six), Rowand (40). SB: Utley (5), Rowand (5). S: AlGonzalez, Harang.
Reds 9, Phillies 6 CINCINNATI AB R H BI BB SO AVG. Hamilton cf four 1 1 0 1 1 .268 BPhillips 2b 5 0 2 1 0 1 .275 Griffey Jr. rf 5 1 1 2 0 1 .293 Conine 1b 4 1 1 0 0 2 .284 Moeller c 1 0 0 0 0 0 .one hundred ninety Dunn lf four 2 1 2 1 1 .271 EEncarnacion 3b 2 2 0 0 2 0 .269 AlGonzalez ss three 1 1 2 0 1 .257 Ross c 2 0 0 0 0 1 .198 JaValentin ph-c 2 1 2 2 0 0 .270 Harang p 2 0 0 0 0 1 .121 Hatteberg 1b 1 0 0 0 0 0 .284 Totals 35 9 9 9 four 9 PHILADELPHIA AB R H BI BB SO AVG. Rollins ss 5 1 1 0 0 0 .283 Bourn lf 2 0 0 0 0 1 .294 Dobbs lf three 2 3 1 0 0 .296 Utley 2b 2 2 1 0 3 1 .327 Howard 1b four 1 1 three 1 3 .256 Rowand cf 5 0 2 1 0 0 .314 Victorino rf 5 0 0 0 0 0 .271 Nunez 3b three 0 1 0 1 0 .261 Burrell ph 1 0 0 0 0 0 .204 Ruiz c three 0 1 0 1 0 .278 Moyer p three 0 0 0 0 0 .167 Helms 3b 1 0 0 0 0 0 .244 Totals 37 6 10 5 6 5 Cincinnati 000 000 612 -- 9 9 0 Philadelphia 000 030 300 -- 6 10 1
E: Howard (6). LOB: Cincinnati 6, Philadelphia 10. 2B: AlGonzalez (17), JaValentin (7), Dobbs (10). 3B: Dobbs (three). HR: Dunn (22), off Mesa; Howard (18), off Harang. RBI: BPhillips (39), Griffey Jr. 2 (forty nine), Dunn 2 (fifty two), AlGonzalez 2 (37), JaValentin 2 (14), Dobbs (31), Howard 3 (fifty six), Rowand (forty). SB: Utley (5), Rowand (5). S: AlGonzalez, Harang.CINCINNATI IP H R ER BB SO era Harang 6 8 5 5 3 3 three.80 Coutlangus H,8 1/3 0 1 0 1 1 4.sixty two McBeth W,2-1 BS,1 2/three 1 0 0 1 0 4.50 Weathers S,15 2 1 0 0 1 1 three.32 PHILADELPHIA IP H R ER BB SO era Moyer 6 three 3 three 3 8 4.15 Geary BS,three 1/three 3 three 3 1 0 5.eleven Zagurski 2/three 1 0 0 0 1 four.seventy six Sanches L,1-1 1/3 0 1 1 0 0 3.38 Madson 2/three 1 0 0 0 0 3.sixty eight Mesa 1 1 2 0 0 0 three.52
Harang confronted 2 batters in 7th, Moyer faced 3 batters in seventh. IBB: Nunez off McBeth, Hamilton off Geary, Ruiz off Harang. HBP: Encarnacion via Sanches. PB: JaValentin 2. T: three:21. A: 31,803.
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Medical [25 Certification Exam(s) ]
Microsoft [228 Certification Exam(s) ]
Mile2 [2 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [35 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
Nokia [2 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [9 Certification Exam(s) ]
Oracle [232 Certification Exam(s) ]
P&C [1 Certification Exam(s) ]
Palo-Alto [3 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [10 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
PRMIA [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
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RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
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Riverbed [8 Certification Exam(s) ]
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Sair [8 Certification Exam(s) ]
Salesforce [3 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [78 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [9 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [6 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
Social-Work-Board [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [132 Certification Exam(s) ]
Teacher-Certification [3 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [5 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [25 Certification Exam(s) ]
Vmware [51 Certification Exam(s) ]
Wonderlic [1 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [5 Certification Exam(s) ]
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