Sunday, November 23, 2014

G1 GC: Humongous Objects and Humongous Allocations

For Garbage First Garbage Collector (G1 GC), any object that is more than half a region size is considered a Humongous Object.   A humongous object is directly allocated into Humongous Regions.[1]

In this article, we will discuss the following topics:
  • Humongous regions and humongous allocations
  • How humongous allocations impact G1's performance?
  • How to detect humongous allocations?
    • Basic Investigation
    • Advanced Investigation

Humongous Regions and Humongous Allocations


A humongous object is allocated directly in the humongous regions. These humongous regions are a contiguous set of regions. StartsHumongous marks the start of the contiguous set and ContinuesHumongous marks the continuation of the set.

Before allocating any humongous region, the marking threshold is checked, initiating a concurrent cycle, if necessary. Dead humongous objects are freed at the end of the marking cycle during the cleanup phase also during a full garbage collection cycle (but, a new implementation has changed this; see the next section).

Since each individual set of StartsHumongous and ContinuesHumongous regions contains just one humongous object, the space between the end of the humongous object and the end of the last region spanned by the object is unused. For objects that are just slightly larger than a multiple of the heap region size, this unused space can cause the heap to become fragmented.

How Humongous Allocations Impact G1's Performance?


In the old implementation, humongous objects are not released until after a full concurrent marking cycle.[4]  This is far from ideal for many transaction-based enterprise applications that create short-lived (i.e., in the transaction scope) humongous objects such as ResultSet(s) generated from JDBC queries.  This results in the heap filling up relatively quickly and leads to unnecessary marking cycles to reclaim them.

A new implementation since:
java version "1.8.0_40-ea"
Java(TM) SE Runtime Environment (build 1.8.0_40-ea-b02)
Java HotSpot(TM) 64-Bit Server VM (build 25.40-b05, mixed mode)
handles humongous regions differently and can reclaim them earlier if they are short-lived (see [4] for details).

For investigating humongous allocations in G1, you should begin with the following minimal set of VM options:
  • -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -XX:+PrintReferenceGC (-XX:+UseG1GC)

Basic Humongous Allocation Investigation


For basic humongous allocations investigation, you simply add a new option:
  • -XX:+PrintAdaptiveSizePolicy
This option will print out something like below:
12025.832: [G1Ergonomics (Concurrent Cycles) request concurrent cycle initiation, reason: occupancy higher than threshold, occupancy: 3660578816 bytes, allocation request: 1048592 bytes, threshold: 3650722120 bytes (85.00 %), source: concurrent humongous allocation]
From the above, we saw a humongous allocation is initiated with a request size of 1048592 bytes. Note that our region size is 1MBytes in this test. So, the request object is considered as humongous (i.e., 1048592 Bytes > half of 1 MBytes).

In the output, you can also find the following entries:
      [Humongous Reclaim: 0.0 ms]
         [Humongous Total: 54]
         [Humongous Candidate: 0]
         [Humongous Reclaimed: 0]
This shows that there are 54 humongous regions found in this GC event.   Also, none of them were reclaimed in this GC event. The reason is that the current algorithm is relatively conservative and it skips humongous objects for reclamation if there are sparse references into them.  In the case that those references belongs to sparse table entries, G1 may improve the reclamation rate by discovering if they are actually not referenced at all after iterating the table.  A performance enhancement is pending for this effort now.[5]

Advanced Humongous Allocation Investigation


To further investigate humongous allocation in more details, you can add:
-XX:+PrintAdaptiveSizePolicy -XX:+UnlockExperimentalVMOptions -XX:+G1ReclaimDeadHumongousObjectsAtYoungGC -XX:G1LogLevel=finest -XX:+G1TraceReclaimDeadHumongousObjectsAtYoungGC
Note that the following VM options are experimental:
  • G1TraceReclaimDeadHumongousObjectsAtYoungGC[4]
  • G1ReclaimDeadHumongousObjectsAtYoungGC[3]
  • G1LogLevel (i.e., [fine|finer|finest])
So, that's why we added the unlock option;
-XX:+UnlockExperimentalVMOptions
With extra printing options, you will find detailed description of humongous allocations as shown below:
3708.669: [SoftReference, 0 refs, 0.0000340 secs]3708.669: [WeakReference, 1023 refs, 0.0001790 secs]3708.669: [FinalReference, 295 refs, 0.0007020 secs]3708.670: [PhantomReference, 0 refs, 0.0000060 secs]3708.670: [JNI Weak Reference, 0.0000140 secs]Live humongous 1 region 9 size 65538 with remset 1 code roots 0 is marked 0 live-other 0 obj array 0

Live humongous 1 region 10 size 88066 with remset 1 code roots 0 is marked 0 live-other 0 obj array 0
Live humongous 1 region 15 size 262146 with remset 1 code roots 0 is marked 0 live-other 0 obj array 1
...
Finally, you can also use Java Flight Recorder (JFR) and Java Mission Control (JMC) to get information about humongous objects by showing their allocation sources with stack traces.[7]

References

  1. Garbage First Garbage Collector Tuning
  2. G1GC: Migration to, Expectations and Advanced Tuning
  3. Thread local allocation buffers (TLAB's)
  4. Early reclamation of large objects in G1
    • Introduced since 8u40 b02 and 8u45
    • Was not back ported to 8u20
  5. Early reclaim of large objects that are referenced by a few objects
  6. G1TraceReclaimDeadHumongousObjectsAtYoungGC
    • JDK-8058801
      • Prints information about live and dead humongous objects
        • (Before bug fix) prints that information when there is at least one humongous candidate.
        • (After bug fix) prints that information even when there is no humongous candidates; it also prints humongous object size in the output
  7. Java Mission Control (JMC) and Java Flight Recorder (JFR)
  8. Garbage-First Garbage Collector (JDK 8 HotSpot Virtual Machine Garbage Collection Tuning Guide)
  9. Other JDK 8 articles on Xml and More

1 comment:

Blogger said...

Quantum Binary Signals

Get professional trading signals sent to your mobile phone daily.

Follow our signals NOW and gain up to 270% a day.