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XBZRLE (Xor Based Zero Run Length Encoding)
===========================================
Using XBZRLE (Xor Based Zero Run Length Encoding) allows for the reduction
of VM downtime and the total live-migration time of Virtual machines.
It is particularly useful for virtual machines running memory write intensive
workloads that are typical of large enterprise applications such as SAP ERP
Systems, and generally speaking for any application that uses a sparse memory
update pattern.
Instead of sending the changed guest memory page this solution will send a
compressed version of the updates, thus reducing the amount of data sent during
live migration.
In order to be able to calculate the update, the previous memory pages need to
be stored on the source. Those pages are stored in a dedicated cache
(hash table) and are accessed by their address.
The larger the cache size the better the chances are that the page has already
been stored in the cache.
A small cache size will result in high cache miss rate.
Cache size can be changed before and during migration.
Format
=======
The compression format performs a XOR between the previous and current content
of the page, where zero represents an unchanged value.
The page data delta is represented by zero and non zero runs.
A zero run is represented by its length (in bytes).
A non zero run is represented by its length (in bytes) and the new data.
The run length is encoded using ULEB128 (http://en.wikipedia.org/wiki/LEB128)
There can be more than one valid encoding, the sender may send a longer encoding
for the benefit of reducing computation cost.
page = zrun nzrun
| zrun nzrun page
zrun = length
nzrun = length byte...
length = uleb128 encoded integer
On the sender side XBZRLE is used as a compact delta encoding of page updates,
retrieving the old page content from the cache (default size of 64MB). The
receiving side uses the existing page's content and XBZRLE to decode the new
page's content.
This work was originally based on research results published
VEE 2011: Evaluation of Delta Compression Techniques for Efficient Live
Migration of Large Virtual Machines by Benoit, Svard, Tordsson and Elmroth.
Additionally the delta encoder XBRLE was improved further using the XBZRLE
instead.
XBZRLE has a sustained bandwidth of 2-2.5 GB/s for typical workloads making it
ideal for in-line, real-time encoding such as is needed for live-migration.
Example
old buffer:
1001 zeros
05 06 07 08 09 0a 0b 0c 0d 0e 0f 10 11 12 13 68 00 00 6b 00 6d
3074 zeros
new buffer:
1001 zeros
01 02 03 04 05 06 07 08 09 0a 0b 0c 0d 0e 0f 68 00 00 67 00 69
3074 zeros
encoded buffer:
encoded length 24
e9 07 0f 01 02 03 04 05 06 07 08 09 0a 0b 0c 0d 0e 0f 03 01 67 01 01 69
Cache update strategy
=====================
Keeping the hot pages in the cache is effective for decreasing cache
misses. XBZRLE uses a counter as the age of each page. The counter will
increase after each ram dirty bitmap sync. When a cache conflict is
detected, XBZRLE will only evict pages in the cache that are older than
a threshold.
Usage
======================
1. Verify the destination QEMU version is able to decode the new format.
{qemu} info migrate_capabilities
{qemu} xbzrle: off , ...
2. Activate xbzrle on both source and destination:
{qemu} migrate_set_capability xbzrle on
3. Set the XBZRLE cache size - the cache size is in MBytes and should be a
power of 2. The cache default value is 64MBytes. (on source only)
{qemu} migrate_set_parameter xbzrle-cache-size 256m
4. Start outgoing migration
{qemu} migrate -d tcp:destination.host:4444
{qemu} info migrate
capabilities: xbzrle: on
Migration status: active
transferred ram: A kbytes
remaining ram: B kbytes
total ram: C kbytes
total time: D milliseconds
duplicate: E pages
normal: F pages
normal bytes: G kbytes
cache size: H bytes
xbzrle transferred: I kbytes
xbzrle pages: J pages
xbzrle cache miss: K pages
xbzrle cache miss rate: L
xbzrle encoding rate: M
xbzrle overflow: N
xbzrle cache miss: the number of cache misses to date - high cache-miss rate
indicates that the cache size is set too low.
xbzrle overflow: the number of overflows in the decoding which where the delta
could not be compressed. This can happen if the changes in the pages are too
large or there are many short changes; for example, changing every second byte
(half a page).
Testing: Testing indicated that live migration with XBZRLE was completed in 110
seconds, whereas without it would not be able to complete.
A simple synthetic memory r/w load generator:
.. include <stdlib.h>
.. include <stdio.h>
.. int main()
.. {
.. char *buf = (char *) calloc(4096, 4096);
.. while (1) {
.. int i;
.. for (i = 0; i < 4096 * 4; i++) {
.. buf[i * 4096 / 4]++;
.. }
.. printf(".");
.. }
.. }
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