Book Image

IBM WebSphere eXtreme Scale 6

By : Anthony Chaves
Book Image

IBM WebSphere eXtreme Scale 6

By: Anthony Chaves

Overview of this book

A data grid is a means of combining computing resources. Data grids provide a way to distribute object storage and add capacity on demand in the form of CPU, memory, and network resources from additional servers. All three resource types play an important role in how fast data can be processed, and how much data can be processed at once. WebSphere eXtreme Scale provides a solution to scalability issues through caching and grid technology. Working with a data grid requires new approaches to writing highly scalable software; this book covers both the practical eXtreme Scale libraries and design patterns that will help you build scalable software. Starting with a blank slate, this book assumes you don't have experience with IBM WebSphere eXtreme Scale. It is a tutorial-style guide detailing the installation of WebSphere eXtreme Scale right through to using the developer libraries. It covers installation and configuration, and discusses the reasons why a data grid is a viable middleware layer. It also covers many different ways of interacting with objects in eXtreme Scale. It will also show you how to use eXtreme Scale in new projects, and integrate it with relational databases and existing applications. This book covers the ObjectMap, Entity, and Query APIs for interacting with objects in the grid. It shows client/server configurations and interactions, as well as the powerful DataGrid API. DataGrid allows us to send code into the grid, which can be run where the data lives. Equally important are the design patterns that go alongside using a data grid. This book covers the major concepts you need to know that prevent your client application from becoming a performance bottleneck. By the end of the book, you'll be able to write software using the eXtreme Scale APIs, and take advantage of a linearly scalable middleware layer.
Table of Contents (15 chapters)
IBM WebSphere eXtreme Scale 6
Credits
About the Author
About the Reviewers
Preface

Where does an IMDG fit?


We've used ObjectGrid to store all of our data so far. This diagram should look pretty familiar by now:

Because we're only using the ObjectGrid APIs, our data is stored in-memory. It is not persisted to disk. If our ObjectGrid servers crash, then our data is in jeopardy (we haven't covered replication yet). One way to get our data into a persistent store is to mark up our classes with some ORM framework like JPA. We can use the JPA API to persist, update, and remove our objects from a database after we perform the same operations on them using the ObjectMap or Entity APIs. The onus is on the application developer to keep both cache and database in sync:

If you take this approach, then all of the effort would be for naught. Websphere eXtreme Scale provides functionality to integrate with an ORM framework, or any data store, through Loaders. A Loader is a BackingMap plugin that tells ObjectGrid how to transform an object into the desired output form. Typically, we'll...