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P2170-016 | IBM IOC Intelligent Transportation Technical Mastery Test v1

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P2170-016 - IBM IOC Intelligent Transportation Technical Mastery Test v1 - braindump

Vendor IBM
Exam Number P2170-016
Exam Name IBM IOC Intelligent Transportation Technical Mastery Test v1
Questions 30 Q & A
Recent Update February 12, 2019
Free PDF Download P2170-016 Brain Dump
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P2170-016 exam Dumps Source : IBM IOC Intelligent Transportation Technical Mastery Test v1

Test Code : P2170-016
Test Name : IBM IOC Intelligent Transportation Technical Mastery Test v1
Vendor Name : IBM
Q&A : 30 Real Questions

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IBM IBM IOC Intelligent Transportation

IBM places its 'smart metropolis' expertise in a single kit | killexams.com Real Questions and Pass4sure dumps

IBM puts its 'smart city' technology in one kit
  • by way of Rutrell Yasin
  • Jun 07, 2011
  • IBM, drawing on some 2,000 "sensible city" tasks it has worked on in recent years, has released its intelligent Operations core for Smarter Cities, a solution designed to assist cities of all sizes get an integrated view of suggestions across metropolis departments and groups.

    The intelligent Operations middle combines analytics applied sciences created by way of IBM analysis working with cities around the globe, corresponding to a present venture in Rio de Janeiro, Brazil, along with these obtained in fresh acquisitions.

    city managers can follow the expertise via a unified operations core to precisely accumulate, analyze and act on advice about metropolis methods and functions; analyze true-time counsel to superior model and assume issues; and integrate actual-time suggestions from across distinct city systems to foster collaborative decision-making, IBM officials mentioned.

    “Cities will improvement from a logically principal means of understanding their records, of coming to the conclusions about which analytics to make use of, of the use of these analytics and visualizing those outcomes,” noted Mark Cleverley, IBM’s director of public defense options.

    The operations center does not necessarily should be a physical core. It generally is a virtual portal with varied aspects of entry, Cleverley observed. The precept in the back of the thought is to give municipalities with a set of pre-packaged products that aid cities profit a holistic view across departments and businesses, he noted.

    The aim is to help cities of all sizes use analytics more readily to make clever decisions based on superior first-class and timelier tips. metropolis managers can access assistance that crosses boundaries, so they’re no longer focusing on an issue within a single domain. they can birth to consider about how one company’s response to an experience affects different agencies, Cleverley mentioned.

    native leaders can control a spectrum of events, each planned and unplanned, comparable to deploying water renovation crews to fix pumps before they spoil, alerting hearth crews to broken fireplace hydrants at an emergency scene, or waiting for traffic congestion and preparing redirection scenarios.

    As city managers consolidate IT infrastructures to cut fees and reduce duplication, they're placing more of a spotlight on operating smarter cities. Gaining a holistic view of metropolis operations is a wave of the longer term, said Thom Rubel, vice chairman of analysis at IDC government Insights.

    IDC estimates the brand new smarter cities IT market opportunity at $34 billion in 2011, expanding more than 18 percent per year to $57 billion via 2014.

    IBM plans to build on the groundwork of IOC, offering pre-designed capabilities to usher in tips from distinctive metropolis domains, equivalent to power, health, public works, public safeguard, transportation and water.

    IOC isn't some thing IBM has pulled out of a hat however quite “is centered on precise challenge-based adventure,” Cleverley mentioned. IBM is making use of the foremost practices and options the company has gleaned from greater than 2,000 smarter cities engagements.

    as an example, officials in Rio de Janeiro are working with IBM on a multimillion-dollar plan that contains a city Operations center to help meteorologists, geological surveyors, box operations and safety work together to speed up emergency responsiveness. After a series of floods and mudslides claimed the lives of a hundred americans in April 2010, city officials recognized the deserve to enormously overhaul metropolis operations, a large step also in making ready for the world Cup in 2014 and the Olympics in 2016.

    The Rio de Janeiro core integrates suggestions from diverse executive departments and public corporations to improve city safeguard and responsiveness to a number of types of incidents, together with in the community important flash floods and landslides.

    As part of the contract, IBM analysis scientists have developed a excessive-decision climate forecasting and hydrological modeling system for Rio de Janeiro, that may predict heavy rains as much as forty eight hours in boost.

    The Rio de Janeiro middle is an precise physical area. "we are working on a cloud-based version of [IOC] so it received’t always need to be on premise,” youngsters most cities will desire it on premise, Cleverley stated. A cloud computing model could be desirable to lower-tier cities with fewer fiscal and IT substances, he added.

    IBM is establishing a neighborhood of business partners to be able to improve complementary options with competencies in areas comparable to structure and water management, devices including video cameras and sensible meters, and metropolis capabilities software. companions working with IBM include: AECOM, Badger Meter, ESRI, Telvent, Veolia Water North the united states and VirtualAgility.

    The intelligent Operations core for Smarter Cities charge is based on the amount of integration required, variety of clients, how it is deployed -- shared, cloud, and so forth -- and the dimension of the city.

    concerning the author

    Rutrell Yasin is is a freelance technology writer for GCN.


    IBM pursuits $57B market with new 'wise metropolis' equipment | killexams.com Real Questions and Pass4sure dumps

    IBM targets $57B market with new 'smart metropolis' package
  • via Rutrell Yasin
  • Jun 07, 2011
  • IBM Corp. has developed a brand new offering according to its work with local governments and it going after what is usually a $fifty seven billion market.

    large Blue, drawing on some 2,000 "wise city" initiatives it has worked on in recent years, has released its clever Operations center for Smarter Cities, a solution designed to aid cities of all sizes get an integrated view of tips throughout city departments and businesses.

    The clever Operations core combines analytics applied sciences created by way of IBM analysis working with cities world wide, equivalent to a existing mission in Rio de Janeiro, Brazil, along with those obtained in recent acquisitions.

    IDC govt Insights estimates the new smarter cities IT market probability at $34 billion in 2011, increasing more than 18 % per year to $fifty seven billion via 2014.

    city managers can practice the know-how via a unified operations center to precisely acquire, analyze and act on information about city programs and capabilities; analyze true-time assistance to greater model and count on issues; and combine precise-time suggestions from across assorted city programs to foster collaborative choice-making, IBM officials stated.

    “Cities will benefit from a logically vital manner of figuring out their data, of coming to the conclusions about which analytics to use, of using those analytics and visualizing these consequences,” said Mark Cleverley, IBM’s director of public safeguard options.

    The operations middle doesn't necessarily must be a physical core. It is usually a digital portal with distinct elements of entry, Cleverley referred to. The principle in the back of the thought is to give municipalities with a collection of pre-packaged items that aid cities profit a holistic view throughout departments and corporations, he spoke of.

    The aim is to assist cities of all sizes use analytics greater readily to make intelligent selections in keeping with greater pleasant and timelier information. metropolis managers can access suggestions that crosses boundaries, so they’re now not specializing in a problem inside a single domain. they can delivery to suppose about how one company’s response to an experience influences different groups, Cleverley talked about.

    local leaders can control a spectrum of movements, each planned and unplanned, such as deploying water renovation crews to restoration pumps before they destroy, alerting fireplace crews to damaged hearth hydrants at an emergency scene, or looking forward to traffic jam and preparing redirection scenarios.

    As metropolis managers consolidate IT infrastructures to reduce costs and cut back duplication, they are placing more of a spotlight on working smarter cities. Gaining a holistic view of city operations is a wave of the longer term, noted Thom Rubel, vp of analysis at IDC government Insights.

    IBM plans to build on the basis of IOC, providing pre-designed capabilities to bring in tips from diverse city domains, similar to power, health, public works, public protection, transportation and water.

    IOC is not whatever thing IBM has pulled out of a hat however reasonably “is based on actual challenge-primarily based event,” Cleverley noted. IBM is applying the most fulfilling practices and solutions the company has gleaned from more than 2,000 smarter cities engagements.

    as an instance, officers in Rio de Janeiro are working with IBM on a multimillion-dollar plan that includes a metropolis Operations center to help meteorologists, geological surveyors, container operations and security work together to pace up emergency responsiveness. After a sequence of floods and mudslides claimed the lives of one hundred people in April 2010, metropolis officers recognized the need to enormously overhaul metropolis operations, a huge step also in making ready for the world Cup in 2014 and the Olympics in 2016.

    The Rio de Janeiro core integrates information from varied government departments and public businesses to increase city safety and responsiveness to quite a few styles of incidents, together with in the neighborhood critical flash floods and landslides.

    As a part of the settlement, IBM research scientists have developed a excessive-decision climate forecasting and hydrological modeling system for Rio de Janeiro, that could predict heavy rains up to 48 hours in boost.

    The Rio de Janeiro middle is an specific physical vicinity. "we're engaged on a cloud-based edition of [IOC] so it received’t always deserve to be on premise,” youngsters most cities will need it on premise, Cleverley spoke of. A cloud computing model would be pleasing to lessen-tier cities with fewer fiscal and IT resources, he added.

    IBM is setting up a community of enterprise companions with the intention to develop complementary solutions with competencies in areas reminiscent of structure and water administration, devices together with video cameras and smart meters, and city capabilities utility. companions working with IBM consist of: AECOM, Badger Meter, ESRI, Telvent, Veolia Water North the us and VirtualAgility.

    The intelligent Operations core for Smarter Cities charge is elegant on the volume of integration required, variety of clients, the way it is deployed -- shared, cloud, and so forth -- and the measurement of the metropolis.

    concerning the author

    Rutrell Yasin is is a contract know-how writer for GCN.


    An operating device for cities: How IBM plans to make your metropolis smarter | killexams.com Real Questions and Pass4sure dumps

    chopping emergency response instances in Rio de Janeiro by 30 percent? reducing pollutants in San Francisco’s Bay enviornment? casting off traffic congestion in Lyon, France?

    these are all issues that you can do … if you make your metropolis smarter.

    IBM calls it clever Operations core (IOC), and in the past three years has led over 2,000 projects to “computer screen, measure, and control city capabilities reminiscent of water programs, public safeguard, transportation, hospitals, electrical energy grids, and structures.” just this past week, the enterprise introduced new tasks in South Bend, Indiana, Davao, Philippines, and Lyon, France.

    In every of them, the company should be working to add sensors to familiar infrastructure, install application to combine and control the huge inflow of statistics, and provide metropolis officers with the information and intelligence they deserve to run their cities more suitable. with a bit of luck, the influence could be enhanced, greater livable, and greater sustainable city environments.

    VentureBeat spoke to Chris O’Connor, IBM’s vice chairman in can charge of engineering and smart city items, to find out what makes IOC tick. And to learn what should be would becould very well be the way forward for smart cities … an working gadget for fact.

    Lyon, France

    Above: Lyon, France

    image credit: ShutterStock

    VentureBeat: What’s covered in a “metropolis operating device?”

    O’Connor: There are two fundamental issues. In each domain (as an instance policing, social functions, or transit), you are looking to take the digital guidance and make that area very effective and knowledgeable.

    Secondly, you pass-connect the companies, linking silos of tips that don’t always work collectively presently. for example, you link the permitting process and your fireplace, transit, and ambulance techniques, which might can help you create dynamic allows for special routine. Or, you might take one set of property, like cameras, and use them for each transportation and policing. This makes it possible for organizations to work collectively in teams in emergencies.

    VentureBeat: What types of sensors are we speaking about spreading via our communities?

    O’Connor: in the final 5 to seven years, everything comes with information: water meters, all mechanical techniques like elevators, traffic sensors, cease lights, toll compartments, busses, taxies. Even law enforcement officials with hand scanners giving parking tickets.

    Then there’s tender info, like tweets or reputation updates.

    And, of route, there are defense sensors: water protection, chemical detection, and so forth.

    Rio de Janeiro

    Above: Rio de Janeiro, Brazil

    VentureBeat: How do the sensors speak?

    O’Connor: The underlying simple circulate occurs over information superhighway protocols. The language can fluctuate extensively however is continually consolidated with the aid of class (as an example, transportation gadgets all communicate equivalent languages). Water systems are the same means. Policing protocols as smartly.

    There is some degree of open specifications … efforts and requirements our bodies making an attempt to unify them. The focus up till now has been to get the domains to have a common language.

    however the next era is to create some common necessities, or at the least common interplay protocols. We participate in specifications our bodies round that.

    VentureBeat: What operating programs do the sensors run? Android, Linux?

    O’Connor: It varies pretty broadly counting on vendor. Many run some type of Linux or some taste of an embedded OS. Some run very small, proprietary pieces of micro-code.

    VentureBeat: So what does IBM do … what’s your position?

    O’Connor: Our role is tying the counsel flows together and creating a common guidance model, allowing the agencies to interact.

    We do have a microelectronics division that does work with lots of the vendors and helps construct the sensors.

    VentureBeat: What are the key things you’re announcing today?

    O’Connor: I feel of three leading facets in the three cities, and each city drives a unique element. All three of them will use the intelligent Operations center. it really is the product it truly is designed to ingest information and make it primary.

    South Bend, IN

    Above: South Bend, IN

    graphic credit: ShutterStock

    Davao, a Philippine city, is the usage of IOC to link two organizations together: emergency response and transportation. What it does is provide them improved coordinated response and the skill to run emergency ops with general working approaches and allow the transportation authorities to take part in that at the same time. That’s an instance of pass-corporations coming collectively.

    The second one is with considered one of our business partners referred to as Veolia. Veolia is working with the metropolis of Lyon, France, the usage of the operation middle with one of the crucial transportation modules to be able to instrument transportation internal the metropolis. What’s significant about here is that IBM isn’t handiest promoting to cities, we’re promoting to companions whose advantage is transportation or water, and that they’re delivering this capability on their personal.

    And the third case — it’s very interesting and it’s been up and working for some time — is South Bend, Indiana. South Bend is the use of this for water administration, waste water, to aid them improved stream the water through the metropolis … and deal with the storm runoff that will also be very extreme in that metropolis now and then. in its place of purchasing the utility, they’re using it within the cloud.

    They send their facts into the IBM cloud, the IBM cloud runs the operations core, and that they then log onto the IBM operations center to have the cloud journey with no need to set up or purchase the application themselves. It’s a rental mannequin to be in a position to use the cloud to get the wise cities experience. Very inventive method.

    VentureBeat: Are there open source metropolis “working programs?”

    O’Connor: There are open supply add-ons to be capable of provide some analytics and emergency management. we've adapters that let these join in. We don’t necessarily open source all of our utility, however we now have an open programming model that anyone can write to.

    So as an instance in South Bend, they’ve opened up the IOC to the college of Notre Dame. The school and the group of workers and the researchers at Notre Dame can use the programming model to create anything classification of analytics, whatever category of event administration, whatever thing dashboards they’d want on precise of it, and our programming model is absolutely open from that element of view.

    graphic credit: long island/ShutterStock, Lyon/ShutterStock, Rio de Janeiro/ShutterStock, South Bend/ShutterStock


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    Infor Launches Infor24 Cloud Initiative | killexams.com real questions and Pass4sure dumps

    By Liz McMillan

    Article Rating:

    July 12, 2010 07:45 PM EDT

    Reads:

    3,450

    Infor, a provider of business software for mid-market companies, on Monday launched Infor24, the company's comprehensive initiative to deliver cloud-based versions of its most popular business software. Infor24 solutions are available now, providing customers with an optimum mix of rich functionality and deployment flexibility

    News

  • Infor24 solutions for expense management, asset management and enterprise resource planning (ERP) are available now.
  • Each provides the proven and reliable functionality of the respective on-premise Infor application, delivered as a cloud-based service, with flexible pricing options.
  • The solutions also use Infor ION to securely share data with a customer's on-premise Infor and non-Infor applications, adding deployment flexibility and easing hybrid implementations.
  • Next-generation solutions are being developed now for planned release in 2011 using the Windows Azure environment, including an enhanced version of Infor24 Expense Management planned for release in the first half of next year.
  • These future solutions will be delivered from Microsoft Azure datacenters, and optimized to run using Azure technologies, including SQL Azure.
  • Infor chose Windows Azure as its preferred cloud platform because, after extensive research, it determined Microsoft to be the most flexible and robust platform provider across on-premise and cloud-based applications. Because of this, Infor is confident Windows Azure will give Infor and its partners a clear speed and efficiency advantage when bringing solutions to market.
  • News Desk compiles and publishes breaking news stories, press releases and latest news articles as they happen.

    CloudEXPO Stories

    By Roger Strukhoff

    Feb. 11, 2019 04:00 PM EST

    By Pat Romanski

    Feb. 11, 2019 03:45 PM EST

    By Liz McMillan

    Feb. 11, 2019 03:45 PM EST

    By Elizabeth White

    Serverless applications increase developer productivity and time to market, by freeing engineers from spending time on infrastructure provisioning, configuration and management. Serverless also simplifies Operations and reduces cost - as the Kubernetes container infrastructure required to run these applications is automatically spun up and scaled precisely with the workload, to optimally handle all runtime requests. Recent advances in open source technology now allow organizations to run Serverless and Kubernetes reliably, at scale, also on on-premises and private cloud infrastructure. The ability to achieve the benefits of Serverless on existing infrastructure - and not having to rely solely on public clouds - has greatly increased the adoption of Serverless across industries, including financial services, IoT, retail, healthcare, and more. Serverless offers an incredible opportun...

    Feb. 11, 2019 03:30 PM EST

    By Zakia Bouachraoui

    Feb. 11, 2019 03:15 PM EST

     

    Joyent CEO to Present on "The Open Cloud" at SYS-CON's Cloud Computing Expo | killexams.com real questions and Pass4sure dumps

    By Cloud News Desk

    Article Rating:

    August 26, 2008 09:25 AM EDT

    Reads:

    35,297

    David Young, Co-Founder & CEO of cloud-computing specialist Joyent, is the latest Cloud Computing pioneer to join the distinguished Speaking Faculty of SYS-CON's pathbreaking "Cloud Computing Expo" being held November 19-21, 2008 in San Jose, California. He will speak on "The Open Cloud: Building a Customer-Centric Cloud Computer" - a session in which Young willl explore the essential characteristics of building a cloud infrastructure that gives customers the freedom to change vendors while exploiting the values of cloud computing.

    Young joins a star-studded lineup covering the hottest IT topic for years, with IBM, Microsoft, Google, Yahoo, Intel, HP and Amazon all offering, using or developing high-end computing services typically described as “cloud computing” - through which massively scalable IT-related capabilities are provided as a service using Internet technologies.

    Forrester Research analyst James Staten calls cloud computing "classic disruptive innovation - where the mainstream dismisses the product and small companies have time to create a real differentiated value." But there are so many offerings just now that what infrastructure architects are looking for above all is a set of organizing principles they can use to guide them in choosing between them all.

    Such principles. and a host of associated topics, will be addressed in San Jose by:

  • Dr Werner Vogels - VP & CTO, Amazon.com (Keynote)
  • Reuven Cohen - Founder & Chief Technologist, Enomaly
  • Mike Eaton - CEO, Cloudworks
  • Jonathan Bryce - Founder at Mosso (Rackspace)
  • Nati Shalom - CTO, GigaSpaces
  • Don MacAskill - CEO & Chief Geek, SmugMug
  • Mike Feinberg - Senior Vice President, Cloud Infrastructure Group, EMC
  • Billy Marshall - Founder & CEO, rPath
  • Dr Thorsten von Eicken - CTO & Founder, RightScale
  • Songnian Zhou - Co-Founder & CEO, Platform Computing
  • Patrick Harr, CEO - Nirvanix
  • Dave Durkee - CEO, ENKI
  • John Janakiraman - CTO, Skytap
  • Stuart Charlton - Chief Software Architect, Elastra
  • Lars Leckie, Principal, Hummer Winblad Venture Partners
  • Dr Rich Wolski - Professor, U.C. Santa Barbara
  • Javier Soltero - Co-Founder & CEO of Hyperic
  • Omer Trajman - Director of Field Engineering, Vertica Systems
  • Rachel Chalmers - Senior Analyst, Enterprise Software, The 451 Group
  • The sessions are all listed here.

    Cloud Computing News Desk brings the latest industry news related to the Cloud paradigm of massively scalable IT resources and capabilities delivered as a service using Internet technologies. For up to date news on the International Cloud Computing Conference & Expo series, the easiest way is to follow it on Twitter.

    CloudEXPO Stories

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    By Liz McMillan

    Feb. 11, 2019 03:45 PM EST

    By Elizabeth White

    Serverless applications increase developer productivity and time to market, by freeing engineers from spending time on infrastructure provisioning, configuration and management. Serverless also simplifies Operations and reduces cost - as the Kubernetes container infrastructure required to run these applications is automatically spun up and scaled precisely with the workload, to optimally handle all runtime requests. Recent advances in open source technology now allow organizations to run Serverless and Kubernetes reliably, at scale, also on on-premises and private cloud infrastructure. The ability to achieve the benefits of Serverless on existing infrastructure - and not having to rely solely on public clouds - has greatly increased the adoption of Serverless across industries, including financial services, IoT, retail, healthcare, and more. Serverless offers an incredible opportun...

    Feb. 11, 2019 03:30 PM EST

    By Zakia Bouachraoui

    Feb. 11, 2019 03:15 PM EST

     

    AOP, IoC, and OO Design Patterns Without Frameworks | killexams.com real questions and Pass4sure dumps

    I'd like to share some of the design highlights of a large-scale content distributing system I worked on a while back. Some of the highlights may seem trivial; some may be a little more complicated. To me, software design is a matter of finding a balance between applying available technologies and fulfilling real-world requirements and constraints. The goal of design is always to ensure both the runtime and development-time quality of the software.

    I'll be using two of the components from the project, Scheduling Management Component (SMC) and the Data Access Layer (DAL), for purposes of illustration. The function of SMC is to monitor the database and detect any newly added or updated content, and schedule that content for delivery based on some business logics. The DAL, as its name implies, provides data access services.

    Extensibility by OOP Patterns and PrinciplesIn the early design phase of SMC, we quickly lay out some of the candidate classes, as well as the relationships among them. In UML notation, class details are omitted at this stage. Figure 1 shows some of the major classes. The classes are by no means final, and neither are the relationships. We're trying, however, to capture the business requirements as much as possible.

    We've designed the Schedule-Manager class as the façade of this component. It exposes external APIs. Other components that need to interact with SMC do so through this class. ScheduleManager is also in charge of managing the lifecycles of classes inside SMC.

    One of the business requirements is that the first production release of the software won't support clustered deployment, but it will in later releases. One of the keys to supporting clustering is managing the states of the component instances deployed across the clustered nodes so that they're always in sync. Keeping this in mind, we decide to centralize the cluster-sensitive states of all the SMC classes into one class rather than having each class manage its own states. This results in a SchedulingContext class. This class knows how to save and retrieve various states of the component. When the time to support the cluster comes along, instead of having to open up each class and make changes, all we have to do is change the SchedulingContext class - that modifyies the way this class accesses states so that all the clustered instances share the same states, virtually or physically.

    The UML diagram in Figure 2 shows some major classes after introducing the SchedulingContext class.

    One issue we immediately notice with this design is the tight coupling between the SchedulingContext class and the classes that depend on it. As you can see, quite a number of classes depend on the SchedulingContext class. If we have to change the SchedulingContext class for any reasons (fixing bugs, adding new business features, switching to other application server, etc.), chances are we also have to make changes to the dependent classes.

    Following OO best practices, interfaces are good at promoting loose coupling. In fact, it's always a good idea to code to interfaces rather than concrete classes (another simple yet powerful OO principle). The solution is simple enough - we abstract the scheduling context by making SchedulingContext an interface. We also want this interface's client to be unaware of the actual implementation, and the GoF Abstract Factory Pattern does the job.

    The design of the Scheduling Context is shown in Figure 3. When it comes time to support clustering, we can do it with little programming. It makes it a lot easier to maintain the software after it goes into production. We also avoid vendor lock-in by shielding the cluster-sensitive implementation, which is likely to be vendor-specific.

    Another consequence of moving the states of an individual class into SchedulingContext is that we can now design other stateless classes, which is good because:

  • A stateless class is thread-safe, avoiding potential issues in a multithreading environment (which SMC is)
  • Generally speaking, stateless objects scale better
  • Stateless classes are easier to maintain
  • Note that, at this point, ScheduleManager and SchedulingContent are acting together as the "container" of the other classes in the sense that:

  • The ScheduleManager class intercepts all client calls to the component
  • The ScheduleManager class manages the lifecycles of other classes
  • The SchedulingContext interface provides a gateway to access component states
  • This is intended and, as you'll see later, we'll use the container-like feature of these two classes more in our design.

    Decoupling with IoC PatternSo far, everything is pretty simple and straightforward. What else can we do to make the design better?

    With the current design, unit testing isn't a trivial task. Let's take the FNDTaskPuller class as an example. Listing 1 shows the simplified version of this class. For demonstration purposes, let's assume this class has a business method, someBizMethod().

    To test this class, we'd create a test class similar to the one shown in Listing 2.

    What's the problem with this code? We're testing SchedulingContextSimpleImpl (which is the concrete class of SchedulingContext) indirectly. But we really mean to test the FNDTaskPuller class. This isn't right. As we all know a unit test should never go outside of its own class boundary.

    Furthermore, it's hard to control the states of the SchedulingContextSimpleImpl in order to test the different behaviors of FNDTaskPuller class.

    In practice, a common technique to overcome this kind of tight coupling is using mock objects, which can assist in separating unit tests. Mock objects themselves, however, require extra coding efforts. This extra coding effort can be significant, buggy, and cause maintenance problems. What more? Developers have to replace mock objects with real classes at deployment.

    The reason for this problem is the way we acquire the reference to the SchedulingContext object in the FNDTaskPuller class. In this case, the FNDTaskPuller class is asking for a reference to a SchedulingContext object. Explicitly.

    To get around this, we need to change the way we obtain an object reference. This is where Inversion of Control (IoC) comes into play.

    With IoC, objects obtain references to their dependent objects passively. The IoC container literally "injects" the dependency into the classes.

    Now, we need an IoC container for our design to wire the objects. We have the choice of using an existing container product or building our own. Normally in-house framework building is considered a bad practice because of its complexity and inefficiency. However, we decided to do it anyway after carefully figuring out what we really needed. Some of the reasons are:

  • We don't intend to build a framework that supports complete IoC features. Rather, our goal is to provide a feasible solution to our immediate problem: loosening up the coupling between SchedulingContext and other classes. At this point, some simple dependency wiring functions will do the trick.
  • The team didn't have enough experience with third-party containers when we started development, and the project timeline was a tight learning curve.
  • The team had to use some legacy code and worried that it would require some architectural modifications to integrate third-party containers with the legacy codes.
  • It's a good starting point for developers to get their feet wet on IoC concepts and implementation.
  • Our solution was to embed the simple dependency wiring functions in the ScheduleManager class, which, as mentioned, was already acting as the SMC "container." It also made sense to embed the IoC functions in this class. Because of the simplicity of construction injection, we refactored all the classes depending on the SchedulingContext so that they were ready for constructor injection. Listing 3 gives the FNDTaskPuller class as an example.

    All we have to do in the ScheduleManager class is to instantiate a SchedulingContext object and assign it to classes that need a reference to it. If, some time in the future, a full IoC container is needed, we can just modify the ScheduleManager class.

    Taking Care of Scattered CodeWhile designing the data access layer, we foresaw that there would be a lot of scattered "plumping" code - code that doesn't do anything related to business functions. They are only here to fulfill middleware functions: JNDI lookup, JDBC resource management, exception handling, etc. This code will spread into almost all data access objects (DAOs) and, in most cases, this code is identical method to method. We all hate scattered code because it's a maintenance nightmare, is error-prone, and makes code hard to understand.

    List 2 is an example of a how we would have implemented our data access methods without AOP.

    In Listing 4, only one line of the code is actually "doing something." The rest is just "plumping" code. When "plumping" code starts leaking into your application, chances are you'll find yourself hunting down all the application code when requirements change.

    There's one thing we can do. While OOP makes software design modular, AOP makes code modular. And modularity is good.

    Once again, we faced the choice of using an existing AOP framework or building our own. We decided not to use any of these frameworks for the same reason why we didn't use a IoC container. Instead, we separate the concerns programmatically in our code. Although this is not the most elegant, cleanest way, it's the fastest, which, in our case, is a big gain.

    To separate the cross-cutting concerns from the DAOs, we came up with the following class design:

  • DAO classes. These are classes that implement data access functions. There can be an arbitrary number of DAO classes, and they're POJOs.
  • DAOFactory is the advice class. It implements the cross-cutting concerns. It also defines pointcuts, in our case, all DAO methods. It does so by handing out proxy objects of the corresponding DAO classes.


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