This document discusses techniques for analyzing the performance of mobile web applications. It covers challenges like network variability, different device hardware, and continuous integration. Approaches mentioned include benchmarking, injecting instrumentation, emulation, and remote inspection. Strategies suggested are reducing complexity, replicating analysis on desktop, and tweaking at the system level. Tools mentioned include the Nexus One, Gingerbread, PhantomJS, and headless WebKit. The document provides examples and caveats for analyzing areas like network traffic, graphics commands, garbage collection, and JavaScript parsing.

1. Analyzing the Performance of
Mobile Web:
Challenges and Techniques
ARIYA HIDAYAT
ENGINEERING DIRECTOR

2. whoami

3. Going Under the Hood

4. MyOwnSlow

5. Overview

6. Performance Areas
Network
Graphics
JavaScript

7. Desktop Tools
Web Inspector Page Speed WebMetrics
Firebug Speed Tracer YSlow
Blaze.io
dynaTrace pcapperf WebPageTest

8. Mobile Situation
Metrics Continous Integration
•framerate
•bytes transferred
•caching
•cookies
•cache manifest
•code size
•execution speed
Network Variances
2G, EDGE, 3G, 4G, LTE, ...

9. “Too Many Phones Will Kill You...”

10. Stake Holders Web Site Developers
Service
Provider
Application Developers
Browser vendors

11. Approaches High-speed
Benchmark Camera
Inject RF Monitor
instrumentation Proxy
Remote
Read the inspection
source code
Intrusive Emulation Observation

12. Strategies
Reducing complexity
1 Replicate and/or analyze on desktop
2 Tweak and insert instrumentation
System level

13. Caveats
Concept
Focus

14. Tools of Trade
Nexus One Gingerbread
http://source.android.com/source/building-devices.html

15. Headless WebKit
“Full web stack.
No browser required”
http://www.phantomjs.org https://github.com/ariya/phantomjs

16. Source Code
WebKit http://www.webkit.org/
http://android.git.kernel.org/?p=platform/external/webkit.git
http://opensource.apple.com/
V8 http://code.google.com/p/v8/

17. WebCore
Di erent WebKit “Ports” graphics
Mac Chromium
GraphicsContext iOS Android Qt Gtk
Skia Cairo
CoreGraphics
QPainter
graphics stack

18. Network

19. “Understanding Mobile Web Browser Performance”
Rajiv Vijayakumar (Qualcomm)
Wed 2:40 pm, Ballroom ABCD

20. Web Inspector Network

21. http://www.softwareishard.com/blog/har-12-spec/
HTTP Archive (HAR)

22. Automating Network Sni ng (Desktop)
phantomjs netsniff.js http://m.bing.com
Visualize using online HAR viewer

23. Android WebKit + Network Stack
Java Browser
Network Stack Java
WebView
Java
libwebcore JNI
C++

24. Real-time Sni ng + Postprocessing
WebFrame::startLoadingResource WebCoreResourceLoader::AddData(...)
waiting data transfer
WebCoreResourceLoader::Finished()

25. Example: Orchid
adb logcat -v time | startLoadingResource NETWORK
06-12 22:57:48.430 D/webcoreglue( 1357):
grep NETWORK 0x66d368 http://en.m.wikipedia.org/wiki/
Orchid
06-12 22:57:48.710 D/webcoreglue( 1357): ReceivedResponse NETWORK handle=0x66d368 mimeType=text/html url=http://
en.m.wikipedia.org/wiki/Orchid
06-12 22:57:48.780 D/webcoreglue( 1357): startLoadingResource NETWORK 0x6a8678 http://en.m.wikipedia.org/
stylesheets/android.css
06-12 22:57:48.780 D/webcoreglue( 1357): startLoadingResource NETWORK 0x6ab388 http://en.m.wikipedia.org/
javascripts/jquery.js
06-12 22:57:48.790 D/webcoreglue( 1357): startLoadingResource NETWORK 0x6ab7e8 http://en.m.wikipedia.org/
javascripts/application.js
06-12 22:57:48.790 D/webcoreglue( 1357): AddData NETWORK 0x66d368 4162 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:48.790 D/webcoreglue( 1357): AddData NETWORK 0x66d368 8192 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:48.790 D/webcoreglue( 1357): AddData NETWORK 0x66d368 1361 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:48.980 D/webcoreglue( 1357): AddData NETWORK 0x66d368 8192 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:48.980 D/webcoreglue( 1357): AddData NETWORK 0x66d368 803 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:49.000 D/webcoreglue( 1357): AddData NETWORK 0x66d368 4702 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:49.000 D/webcoreglue( 1357): AddData NETWORK 0x66d368 4507 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:49.020 D/webcoreglue( 1357): AddData NETWORK 0x66d368 8192 http://en.m.wikipedia.org/wiki/Orchid
06-12 22:57:49.050 D/webcoreglue( 1357): AddData NETWORK 0x66d368 6750 http://en.m.wikipedia.org/wiki/Orchid

26. Example: Orchid

27. Going O ine: Cache Manifest
Automatic local
storage optimization
phantomjs confess.js http://functionsource.com
https://github.com/jamesgpearce/confess

28. Graphics

29. Drawing Command Analysis
WebCore Log file
graphics
GraphicsContext
Skia

30. Example: Bing
platformInit
savePlatformState
translate 0,0
translate 0,0
clip 1,0 0x6.95322e-310
fillRect 0,0 800x556 color ff ff ff ff
restorePlatformState
platformDestroy
platformInit
savePlatformState
translate 0,0
translate 0,0
clip 1,0 0x6.95322e-310
fillRect 0,0 800x556 color ff ff ff ff
restorePlatformState
platformDestroy
platformInit
savePlatformState
translate 0,0
translate 0,0
clip 1,0 0x6.95322e-310
fillRect 0,0 800x556 color ff ff ff ff
fillRect 0,0 800x556 color ff ff ff ff

31. Painting Traces

32. Display List Approach
no overhead
WebKit anymore
GraphicsContext
“SkPicture”
Skia

33. How Fast is the “Playback”?
#include "TimeCounter.h"
bool WebViewCore::drawContent(SkCanvas* canvas, SkColor)
{
uint32_t timestamp = getThreadMsec();
.... painting code ....
DBG_SET_LOGD("% ms", getThreadMsec() - timestamp);
}
external/webkit/WebKit/android/jni/WebViewCore.cpp

34. Example: Google News
adb logcat -v time | grep drawContent
16:24:04.070 D/webcoreglue( 273): drawContent 11 ms
16:24:04.110 D/webcoreglue( 273): drawContent 13 ms
16:24:04.150 D/webcoreglue( 273): drawContent 13 ms
16:24:04.190 D/webcoreglue( 273): drawContent 10 ms
16:24:04.240 D/webcoreglue( 273): drawContent 10 ms
16:24:04.280 D/webcoreglue( 273): drawContent 13 ms
16:24:04.320 D/webcoreglue( 273): drawContent 13 ms
16:24:04.360 D/webcoreglue( 273): drawContent 13 ms
16:24:06.080 D/webcoreglue( 273): drawContent 12 ms
16:24:06.140 D/webcoreglue( 273): drawContent 10 ms
16:24:06.180 D/webcoreglue( 273): drawContent 13 ms
16:24:06.230 D/webcoreglue( 273): drawContent 14 ms
16:24:06.600 D/webcoreglue( 273): drawContent 26 ms
16:24:06.640 D/webcoreglue( 273): drawContent 13 ms
16:24:06.860 D/webcoreglue( 273): drawContent 33 ms
16:24:06.890 D/webcoreglue( 273): drawContent 12 ms
16:24:06.930 D/webcoreglue( 273): drawContent 13 ms
16:24:06.960 D/webcoreglue( 273): drawContent 13 ms
16:24:07.000 D/webcoreglue( 273): drawContent 13 ms

35. How Much is the Frame Rate?
bool WebViewCore::drawContent(SkCanvas* canvas, SkColor color)
{
static uint32_t frame_ref = 0;
static int frame_tick = 0;
... painting code ...
frame_tick++;
if (frame_tick >= 10) {
DBG_SET_LOGD("framerate %d fps", (int)(frame_tick * 1000 /
(1 + getThreadMsec() - frame_ref)));
frame_tick = 0;
frame_ref = getThreadMsec();
}
}

36. Site Mirroring Intertubes
port 8080
SQLite DB
Proxy
Mirror
port 8081
https://github.com/ariya/X2 network/netspiegel

37. JavaScript

38. http://www.sencha.com/blog/remote-javascript-debugging-on-android/
Remote Console
http://github.com/senchalabs/android-tools

40. Garbage Collector
bool Heap::CollectGarbage(int requested_size, AllocationSpace space)
{
.. some code ...
PerformGarbageCollection(space, collector, &tracer);
LOGD("PerformGarbageCollection %d", requested_size);
.. some code ...
}
external/v8/src/heap.cc

41. Example: Travelmate
adb logcat -v time | grep GarbageCollection
06-13 13:24:36.470 D/v8 ( 532): PerformGarbageCollection 20
06-13 13:24:36.630 D/v8 ( 532): PerformGarbageCollection 32788
06-13 13:24:36.740 D/v8 ( 532): PerformGarbageCollection 116
06-13 13:24:36.810 D/v8 ( 532): PerformGarbageCollection 88
06-13 13:24:36.870 D/v8 ( 532): PerformGarbageCollection 52
06-13 13:24:37.000 D/v8 ( 532): PerformGarbageCollection 20
06-13 13:24:37.090 D/v8 ( 532): PerformGarbageCollection 24
06-13 13:24:37.450 D/v8 ( 532): PerformGarbageCollection 35884
06-13 13:24:39.400 D/v8 ( 532): PerformGarbageCollection 20
06-13 13:24:39.730 D/v8 ( 532): PerformGarbageCollection 3392

42. Keyword vs Identifier
instanceof instanceComponent
requires
checking
9 chars
a g h j klmopqxyz

43. Function Parsing
Analyze the syntax
foobar = function(x, y, z)
Mark the position of
{ function ‘foobar’
....
}
foobar(x, y, z);
Compile and run the
function ‘foobar’

44. Static Code Analysis
hammerjs --syntax source-file.js
JSON syntax tree
Reflect.parse(code)
https://github.com/senchalabs/hammerjs

45. Syntax Tree
Variable Declaration
identifier number
var answer = 42;
keyword equal sign Identifier
Literal Constant
answer 42

46. "type": "IfStatement",
"test": {
"type": "BinaryExpression",
"operator": "==",
"left": {
"type": "Identifier",
"name": "x"
},
"right": {
"type": "Identifier",
"name": "y"
}
if (x == y) foo(); },
"consequent": {
"type": "ExpressionStatement",
"expression": {
"type": "CallExpression",
Danger! "callee": {
"type": "Identifier",
"name": "foo"
},
"arguments": []
}
},
"alternate": null

47. Deploy-time Pruning
Never used
function createList(position, options) {
... some code ...
}
createList({ x: 0, y: 0});
createList({ x: 0, y: 100});

48. Avoid Object Construction
Create + Destroy
startTime = new Date(); startTime = Date.now();
// heavy processing // heavy processing
elapsed = (new Date()) - startTime; elapsed = Date.now() - startTime;

49. Irrelevant Platforms
Does not apply in Mobile
if (typeof object.attachEvent !== 'undefined') {
// Internet Explorer < 9
object.attachEvent('on'+ev, createWrapper(func));
} else {
// DOM Level 3
object.addEventListener(ev, func);
}

50. User Interactions

51. http://www.sencha.com/blog/event-recorder-for-android-web-applications/
Event Recorder & Player

52. Conclusion

53. Today
Replicate and analyze on desktop
Find, look at, and understand the source code
Tweak at the system level + post-processing

54. Future
More built-in instrumentation
Remote inspection
API for test automation

55. THANK YOU!
ariya.hidayat@gmail.com
ariya.blogspot.com
@ariyahidayat