How much memory should a caching system use on Windows?
I'm developing a client/server application where the server holds large pieces of data such as big images or video files which are requested by the client and I need to create an in-memory client caching system to hold a few of those large data to speed up the process. Just to be clear, each individual image or video is not that big but the overall 开发者_StackOverflow社区size of all of them can be really big.
But I'm faced with the "how much data should I cache" problem and was wondering if there are some kind of golden rules on Windows about what strategy I should adopt. The caching is done on the client, I do not need caching on the server.
- Should I stay under x% of global memory usage at all time ? And how much would that be ? What will happen if another program is launched and takes up a lot of memory, should I empty the cache ?
- Should I request how much free memory is available prior to caching and use a fixed percentage of that memory for my needs ?
- I hope I do not have to go there but should I ask the user how much memory he is willing to allocate to my application ? If so, how can I calculate the default value for that property and for those who will never use that setting ?
Rather than create your own caching algorithms why don't you write the data to a file with the FILE_ATTRIBUTE_TEMPORARY
attribute and make use of the client machine's own cache.
Although this approach appears to imply that you use a file, if there is memory available in the system then the file will never leave the cache and will remain in memory the whole time.
Some advantages:
- You don't need to write any code.
- The system cache takes account of all the other processes running. It would not be practical for you to take that on yourself.
- On 64 bit Windows the system can use all the memory available to it for the cache. In a 32 bit Delphi process you are limited to the 32 bit address space.
- Even if your cache is full and your files to get flushed to disk, local disk access is much faster than querying the database and then transmitting the files over the network.
It depends on what other software runs on the server. I would make it possible to configure it manually at first. Develop a system that can use a specific amount of memory. If you can, build it so that you can change that value while it is running.
If you got those possibilities, you can try some tweaking to see what works best. I don't know any golden rules, but I'd figure you should be able to set a percentage of total memory or total available memory with a specific minimum amount of memory to be free for the system at all times. If you save a miminum of say 500 MB for the server OS, you can use the rest, or 90% of the rest for your cache. But those numbers depend on the version of the OS and the other applications running on the server.
I think it's best to make the numbers configurable from the outside and create a management tool that lets you set the values manually first. Then, if you found out what works best, you can deduct formulas to calculate those values, and integrate them in your management tool. This tool should not be an integral part of the cache program itself (which will probably be a service without GUI anyway).
Questions:
One image can be requested by multiple clients? Or, one image can be requested by multiple times in a short interval?
How short is the interval?
The speed of the network is really high? Higher than the speed of the hard drive?? If you have a normal network, then the harddrive will be able to read the files from disk and deliver them over network in real time. Especially that Windows is already doing some good caching so the most recent files are already in cache.
The main purpose of the computer that is running the server app is to run the server? Or is just a normal computer used also for other tasks? In other words is it a dedicated server or a normal workstation/desktop?
but should I ask the user how much memory he is willing to allocate to my application ?
I would definitively go there!!! If the user thinks that the server application is not a important application it will probably give it low priority (low cache). Else, it it thinks it is the most important running app, it will allow the app to allocate all RAM it needs in detriment of other less important applications.
Just deliver the application with that setting set by default to a acceptable value (which will be something like x% of the total amount of RAM). I will use like 70% of total RAM if the main purpose of the computer to hold this server application and about 40-50% if its purpose is 'general use' computer.
A server application usually needs resources set aside for its own use by its administrator. I would not care about others application behaviour, I would care about being a "polite" application, thereby it should allow memory cache size and so on to be configurable by the administator, which is the only one who knows how to configure his systems properly (usually...)
Defaults values should anyway take into consideration how much memory is available overall, especially on 32 bit systems with less than 4GB of memory (as long as Delphi delivers only 32 bit apps), to leave something free to the operating systems and avoids too frequent swapping. Asking the user to select it at setup is also advisable.
If the application is the only one running on a server, a value between 40 to 75% of available memory could be ok (depending on how much memory is needed beyond the cache), but again, ask the user because it's almost impossible to know what other applications running may need. You can also have a min cache size and a max cache size, start by allocating the lower value, and then grow it when and if needed, and shrink it if necessary.
On a 32 bit system this is a kind of memory usage that could benefit from using PAE/AWE to access more than 3GB of memory.
Update: you can also perform a monitoring of cache hits/misses and calculate which cache size would fit the user needs best (it could be too small but too large as well), and the advise the user about that.
To be honest, the questions you ask would not be my main concern. I would be more concerned with how effective my cache would be. If your files are really that big, how many can you hold in the cache? And if your client server app has many users, what are the chances that your cache will actually cache something someone else will use?
It might be worth doing an analysis before you burn too much time on the fine details.
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