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is necessary, and a little about how message loops are run in both systems We then moved on to see that NET 20 introduced the Sy n c h ro n i z a t i o n Cont ext as a common shared infrastructure beneath these models, and how it has enabled higher-level abstractions such as the A s y n c O p e r a t i o n Ma n a g e r and B a c k g ro u n dWo r k e r We also saw that B a c k g ro u n dWo r k e r is a great way to easily add asynchrony to your GUI applications, and that it has built in support for many common tasks This was the last chapter of the book At this point, you should be fully equipped to build real-world concurrent programs, ranging from low-level parallel algorithms, data structures, and systems software on up to high level responsive GUI applications Good luck, and have fun

C Anderson Essential Windows Presentation Foundation (WPF) (Addison-Wesley, 2007) D Box Essential COM (Add ison-Wesley, 1 998) C Brumme Apartments and Pumping in the ClR Weblog article, http: / /blogsmsdncom / cbrumme / archive / 2004 / 02 / 02 / 6621 9aspx (2004) D Duis, J Johnson Improving User Interface Responsiveness Despite Performance Limitations In Proceedings of the IEEE Computer Society International Conference, 1 990) J Duffy Application ResponSiveness: Using Concurrency Can Enhance User Experiences Dr Dobb's Journal (2006) G H Forman Obtaining Responsiveness in Resource-Variable Environments PhD dissertation (University of Washington, 1 998) I Griffiths Give Your NET-based Applications a Fast and Responsive UI with Multiple Threads MSDN Magazine (2003) R Grimes Synchroniza tion Domains Dr Dobb's Journal (2004) N Kramer Threading Models Windows Presentation Founda tion, Weblog essay, http: / /blogsmsdncom / nickkramer / (2006) C Sells, M Weinhardt Windows Forms 20 Programming, Second Edition (Addison-Wesley, 2006)

From the perspective of determining the proportion of entries for the payroll staff to make, this still results in an accurate proportion, though one may still wish to reduce the overall number of payroll entry types

at large grows up with concurrency as a first-class design concept, the reusable libraries and larger frameworks that developers use to build complex systems and applications must increas ingly cope with pervasive concurrency Although this book has spent a great deal of time expanding on the mechanisms, concepts, and best prac

12

tices of concurrent programming, this appendix presents several important ideas in a single, consolidated place Pervasive concurrency may sound revolutionary at first, but the industry wide transformation from sequential to concurrent won't take place overnight Early adoption will occur in applications, while libraries and frameworks will evolve slowly and carefully over time The core platform components have only begun this shift, and a full evolution of the software stack will necessarily follow suit and take longer to occur While the guidance here will also evolve along with the platform, the advice can be used when writing code today Although most of the contents of this appendix are worded in a NET specific way, a large portion of it can be generalized to building C++ libraries

There are several major themes library developers must focus on in their design and implementation in order to prepare for pervasive concurrency These are not concrete rules that can be easily followed, but rather general high-level themes of focus

A typical payroll register will show the hourly rate of pay and year-to-date pay accumulators for those members of the staff who are paid on an hourly basis This information does not provide the total annualized rate of pay, which is useful when determining pay raises, comparing pay scales, or comparing in-house pay levels to industry or regional standards The problem also arises for any employees who are paid on a commission basis or whose pay is a mix of fixed base pay and variable incentive pay For these employees, maintaining an annualized wage calculation can be useful This calculation can be derived either for a single employee or a group, such as for everyone having the same job title If the former, the calculation is to simply summarize all fixed base pay, wages, commissions, bonuses, overtime, and other variable pay If the latter, then summarize the same calculation for all employees in the group, and divide by the number of employees in the group The calculation is as follows:

The level of reliability developers demand of NET libraries is increasing over time Yet the introduction of more concurrency leads to subtle timing bugs-such as races and deadlocks-which will now occur with an increasing probability Those rare races that would have required obscure multistep sequences of context switches at very specific lines of code on single processor machines, for example, will start surfacing regularly for applications running on 8-core desktop machines Library authors have gotten better at finding and fixing these types of bugs before shipping, but nobody catches them all Fixing more of them will require intense concur rency oriented testing and aggressive adoption of best practices that statistically reduce the risk