CODEWITHSUNDEEP
javaperformanceiojava-8solid-state-drive
Anthony
Anthony

Reputation: 12736

Why does Java disk I/O perform so much slower than the equivalent I/O code written in C?

I have an SSD disk which should supply not less than 10k IOPS per specification. My benchmark confirms that it can give me 20k IOPS.

Then I create such a test:

private static final int sector = 4*1024;
private static byte[] buf = new byte[sector];
private static int duration = 10; // seconds to run
private static long[] timings = new long[50000];
public static final void main(String[] args) throws IOException {
    String filename = args[0];
    long size = Long.parseLong(args[1]);
    RandomAccessFile raf = new RandomAccessFile(filename, "r");
    Random rnd = new Random();
    long start = System.currentTimeMillis();
    int ios = 0;
    while (System.currentTimeMillis()-start<duration*1000) {
        long t1 = System.currentTimeMillis();
        long pos = (long)(rnd.nextDouble()*(size>>12));
        raf.seek(pos<<12);
        int count = raf.read(buf);
        timings[ios] = System.currentTimeMillis() - t1;
        ++ios;
    }
    System.out.println("Measured IOPS: " + ios/duration);
    int totalBytes = ios*sector;
    double totalSeconds = (System.currentTimeMillis()-start)/1000.0;
    double speed = totalBytes/totalSeconds/1024/1024;
    System.out.println(totalBytes+" bytes transferred in "+totalSeconds+" secs ("+speed+" MiB/sec)");
    raf.close();
    Arrays.sort(timings);
    int l = timings.length;
    System.out.println("The longest IO = " + timings[l-1]);
    System.out.println("Median duration = " + timings[l-(ios/2)]);
    System.out.println("75% duration = " + timings[l-(ios * 3 / 4)]);
    System.out.println("90% duration = " + timings[l-(ios * 9 / 10)]);
    System.out.println("95% duration = " + timings[l-(ios * 19 / 20)]);
    System.out.println("99% duration = " + timings[l-(ios * 99 / 100)]);
}

And then I run this example and get just 2186 IOPS:

$ sudo java -cp ./classes NioTest /dev/disk0 240057409536
Measured IOPS: 2186
89550848 bytes transferred in 10.0 secs (8.540234375 MiB/sec)
The longest IO = 35
Median duration = 0
75% duration = 0
90% duration = 0
95% duration = 0
99% duration = 0

Why does it work so much slower than same test in C?

Update: here is Python code which gives 20k IOPS:

def iops(dev, blocksize=4096, t=10):

    fh = open(dev, 'r')
    count = 0
    start = time.time()
    while time.time() < start+t:
        count += 1
        pos = random.randint(0, mediasize(dev) - blocksize) # need at least one block left
        pos &= ~(blocksize-1)   # sector alignment at blocksize
        fh.seek(pos)
        blockdata = fh.read(blocksize)
    end = time.time()
    t = end - start
    fh.close()

Update2: NIO code (just a piece, will not duplicate all the method)

...
RandomAccessFile raf = new RandomAccessFile(filename, "r");
InputStream in = Channels.newInputStream(raf.getChannel());
...
int count = in.read(buf);
...

Upvotes: 4

Views: 4881

Answers (4)

user586050
user586050

Reputation: 84

RandomAccess is mostly fast in Java, but can't compare to C. But if you want a better comparison on IO Performance on the JVM read Martin Thompson excellent blog on the subject : http://mechanical-sympathy.blogspot.co.uk/2011/12/java-sequential-io-performance.html

Upvotes: 1

David Schwartz
David Schwartz

Reputation: 182763

Your question is based on the false assumption that C code analogous to your Java code would perform as well as IOMeter does. Because this assumption is false, there is no discrepancy between C performance and Java performance to explain.

If your question is why your Java code performs so badly relative to IOMeter, the answer is that IOMeter doesn't issue requests one at a time like your code does. To get the full performance from your SSD, you need to keep its request queue non-empty, and waiting for each read to finish before issuing the next can't possibly do that.

Try using a pool of threads to issue your requests.

Upvotes: 7

Drew
Drew

Reputation: 24949

From this article and it is dated, legacy java random access is 2.5 to 3.5 times slower. It's a research pdf so don't blame me for your clicking it.

Link: http://pages.cs.wisc.edu/~guo/projects/736.pdf

Java raw I/O is slower than C/C++, since system calls in Java are more expensive; buffering improves Java I/O performance, for it reduces system calls, yet there is no big gain for larger buffer size; direct buffering is better than the Java-provided buffered I/O classes, since the user can tailor it for his own needs; increasing the operation size helps I/O performance without overheads; and system calls are cheap in Java native methods, while the overhead of calling native methods is rather high. When the number of native calls is reduced properly, a performance comparable to C/C++ can be achieved.

From that era is your code. Now let's rewrite it not using RandomAccessFile but rather java.nio shall we?

I have some nio2 code we can pit against C. Garbage collection can be ruled out :)

Upvotes: 4

Sam Estep
Sam Estep

Reputation: 13304

Because you're using RandomAccessFile, which is one of the slowest methods of disk I/O in Java.

Try using something faster, like a BufferedInputStream or a BufferedOutputStream, and see what speeds you get.

If you're wondering why this would make a difference on an SSD (because SSDs are supposed to be good at random access), it's not about the randomness of the access; it's about the bandwidth. If you have an SSD with a 1024-bit-wide bus, but you're only writing 64 bits per write (as you would be doing by writing longs or doubles), you'll get slow speed. (These numbers are just for example purposes, of course.)

Now, I can see that that's not what your code is doing (or at least, appears to be doing), but it's quite possible that RandomAccessFile implements it that way under the hood. Again, try with a buffered stream and see what happens.

Upvotes: 1

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