Wednesday, December 18, 2019

High Level Db2 Indexing Advice for Large and Small Tables


In general, creating indexes to support your most frequent and important Db2 SQL queries is a good idea. But the size of the table will be a factor in decided whether to index at all and/or how many indexes to create.

For tables more than 100 (or so) pages, it usually is best to define at least one index. This gives Db2 guiidance on how to cluster the data. And, for the most part, you should follow the general advice of having a primary key for every table... and that means at least one unique index to support the primary key.

If the table is large (more than 20,000 pages or so), you need to perform a balancing act to limit the indexes to those absolutely necessary for performance. When a large table has multiple indexes, data modification performance can suffer. When large tables lack indexes, however, access efficiency will suffer. This fragile balance must be monitored closely. In most situations, more indexes are better than fewer indexes because most applications are query-intensive rather than update-intensive. However, each table and application will have its own characteristics and requirements.

For tables containing a small number of pages (up to 100 or so pages) consider limiting indexes to those required for uniqueness and perhaps to support common join criterion. This is a reasonable approach because such a small number of pages can be scanned as, or more, efficiently than using an index.

For small tables you can add indexes when the performance of queries that access the table suffers. Test the performance of the query after the index is created, though, to ensure that the index helps. When you index a small table, increased I/O (due to index accesses) may cause performance to suffer when compared to a complete scan of all the data in the table.

Tuesday, December 03, 2019

A Guide to Db2 Application Performance for Developers: A Holiday Discount!

Regular readers of my blog know that I have written a couple of Db2 books, including DB2 Developer's Guide, which has been in print for over 20 years across 6 different editions. But you may not be aware that I recently wrote a new Db2 book, this time focusing on the things that application programmers and developers need to do to write programs that perform well from the very start. This new book is called A Guide to Db2 Application Performance for Developers.



You see, in my current role as an independent consultant that focuses on data management issues and involves a lot of work with Db2, I get to visit a lot of different organizations... and I get to see a lot of poorly performing programs and applications. So I thought: "Wouldn't it be great if there was a book I could recommend that would advise coders on how to ensure optimal performance in their code as they write their Db2 programs?" Well, now there is... 
A Guide to Db2 Application Performance for Developers.

This book is written for all Db2 professionals, covering both Db2 for LUW and Db2 for z/OS. When there are pertinent differences between the two it will be pointed out in the text. The book’s focus is on develop­ing applications, not database and system administration. So it doesn’t cover the things you don’t do on a daily basis as an application coder.  Instead, the book offers guidance on application devel­opment procedures, techniques, and philosophies for producing optimal code. The goal is to educate developers on how to write good appli­cation code that lends itself to optimal performance. 

By following the principles in this book you should be able to write code that does not require significant remedial, after-the-fact modifications by performance ana­lysts. If you follow the guidelines in this book your DBAs and performance analysts will love you!

The book does not rehash material that is freely available in Db2 manuals that can be downloaded or read online. It is assumed that the reader has access to the Db2 manuals for their environment (Linux, Unix, Windows, z/OS).

The book is not a tutorial on SQL; it assumes that you have knowledge of how to code SQL statements and embed them in your applications. Instead, it offers advice on how to code your programs and SQL statements for performance.

What you will get from reading this book is a well-grounded basis for designing and developing efficient Db2 applications that perform well. 

OK, you may be saying, but what about that "Holiday Discount" you mention in the title? Well, I am offering a discount for anyone who buys the book before the end of the year (2019). There are different discounts and codes for the print and ebook versions of the book:


  • To receive a 5% discount on the print version of the book, use code 5poff when you order at this link.
  • To receive $5.00 off on the ebook version of the book, user code 5off when you order at this link.
These codes only work on the Bookbaby site. You can, of course, buy the book at other book stores, such as Amazon, at whatever price they are currently charging!


Happy holidays... and why not treat the programmer in your life to a copy of A Guide to Db2 Application Performance for Developers?  They'll surely thank you for it.