Open VideoMark Data

情報処理学会 IOT 研究会 (通算第 46 回) の招待講演スライド:
https://www.iot.ipsj.or.jp/meeting/46-agenda/

Transcript

1. Open VideoMark Data Project and Open Data Introduction @ IOT46 WebDINO Japan - Tomoya ASAI
2. about:me Tomoya ASAI - dynamis webdino.org CTO dynamis @ Community Twitter: @dynamitter facebook.com/dynamis speakerdeck.com/dynamis note: Firefox = Red Panda = Petit Panda = Lesser Panda 2 @
3. about: WebDINO Japan Web, Browser, Open ( : ) (Chromium, Firefox ) ( : Gecko ) Web & Open Web IoT 2017 : Mozilla Japan WebDINO Japan https://www.webdino.org/ 3
4. Topics Web VideoMark Project Open Data 1st Analysis Next Steps 4
5. Acknowledgment Web VideoMark WebDINO Japan 貢 (QoE ) NTT 貢 GitHub 貢 https://vm.webdino.org/notice 5
6. Web VideoMark
7. Web VideoMark Paravi, TVer, YouTube IOT CQ Web VideoMark Project by WebDINO Japan http://vm.webdino.org/ 7
8. ಈըαʔϏεͷ
   ਪఆମײ඼࣭஋ ར༻ऀͷ
 ϒϥ΢βʔ ֶज़ݚڀ༻σʔλ
 ΍ௐࠪ෼ੳ݁Ռ͸
 Φʔϓϯσʔλʹ ʲΫϥΠΞϯτ৘ใʳ w ୺຤छผ
 1$
   PS
   ϞόΠϧ
   w ϒϥ΢βόʔδϣϯ
   w 04
   όʔδϣϯ
   ౳
   ஫
   ࢯ໊ɾॅॴ౳ͷݸਓ ಛఆ৘ใ͸ؚ·ͳ͍
 6TFS"HFOU
   ͔Βਪଌ ʲωοτϫʔΫ৘ใʳ w ௨৴ࣄۀࣾɾ*41
   w ஍Ҭ
   ౎ಓ෎ݝ
   ౳
   ஫
   ૹ৴ݩ*1ΞυϨεಗ ໊Խ
   ຤ඌΦΫςοτ ࡟আ
   ޙʹ(FP*1Ͱਪଌ ʲ࠶ੜ඼࣭ύϥϝʔλʳ w ಈը৘ใ
   ϏοτϨʔτɺ ղ૾౓ɺϑϨʔϜϨʔτ
   ౳
   w ࠶ੜ৘ใ
   ࠶ੜͷதஅɺ όοϑΝϦϯά
   ౳
   w ૢ࡞৘ใ
   ಈըͷγʔΫɺ Ұ࣌ఀࢭɾ࠶։
   ౳ 8FC
   7JEFP.BSL
   ֦ுػೳ΍ϒϥ΢βʔͰࢹௌ৘ใΛऔಘ ಈը࠶ੜ࣌ͷ
   ମײ඼࣭஋Λ
 d
   ͷ਺஋ͱͯ͠ ϑΟʔυόοΫ 2P& 2VBMJUZ
   PG
   &YQFSJFODF 8FC
   7JEFP.BSL
   
   αʔόʔ ࢹௌ৘ใΛ෼ੳ ಈը഑৴αʔϏε΁ΞΫηε
   )5.-ɺಈըϑΝΠϧ౳Λड৴ ௨৴ࣄۀऀɾ*41 αʔϏεվળ༻ʹ
   ௐࠪσʔλΛఏڙ ʂ ಈըࢹௌ࣌ͷ
   2P&
   ౳Λ֬ೝ ϓϥΠόγʔอޢॲཧ ֶज़ݚڀ༻σʔλ࡞੒ ಗ໊Խॲཧ ಈը഑৴αʔϏεɾ $%/
   αʔόʔ
9. (58%) ( ) (Chrome) (Web VideoMark) Android (VideoMark Browser) ( ) 9
10. IOT IOT https://www.webdino.org/updates/news/201902051051/ 10
11. Web VideoMark 1. Web VideoMark PC Chrome Web VideoMark Android VideoMark Browser 2. YouTube 3. 11
12. Web VideoMark Paravi, TVer, YouTube 12 PC (Chrome + ) Android ( )
13. Web VideoMark 13 QoE 
 ( )
14. API ( QoE ) VM URL "stats" 14
15. (QoE) (QoE) (QoE: Quality of Experience) (1 5) QoE QoE (ITU) Web VideoMark ITU (NTT ) 15
16. https://vm.webdino.org 16
17. Open Data
18. https://vm.webdino.org/opendata IP URL Android UserAgent UA (a,b,c) https://vm.webdino.org/opendata 18
19. IP URL User Agent UA Android ID ( ) 19
20. IP ( ) , , ISP (GeoIP ) URL CDN IP [**] URL [**] [*] [**] [**] ( ) etc... Representation [**] Representation / etc... QoE ( ) [*] (RTT) [**] [**] etc... [**] etc... CM [**] etc... [*] [**] 20
21. SIM ID GDPR IP GPS User Agent URL 21
22. ( ) 2019-04-07T06:38:58+00:00 {"date":"2019-04-07T06:38:58.253Z","startTime": 297957833.29999995,"endTime":297962836.1000001,"session":"8b37d168-7343-45a1-a507- f8c230a0ebd4","location":"https://www.youtube.com","userAgent":"Mozilla/5.0 (Linux; Android 9; XXX) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.124 Mobile Safari/537.36","appVersion":"5.0 (Linux; Android 9; XXX) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.124 Mobile Safari/537.36","sequence":58463,"video": [{"property":{"uuid":"fd65101f-a8df-47c6-a804-3ac719e04ca3","id":"","class": ["video-stream","html5-main-video"],"src":"blob:https://www.youtube.com/a1551960- f053-492e-b945-84b075c8598f","domainName":"r7---sn-5n5ip- ioqe.googlevideo.com","width":0,"height":0,"videoWidth":1280,"videoHeight": 720,"mediaSize":82.384398,"defaultPlaybackRate":1,"playbackRate":1,"playStartTime": 1554511611888.0,"playEndTime":1554511694180.0,"currentPlayPos": 82.384398,"currentPlayTime":82.245},"playback_quality":[],"event_play": [],"event_play_delta":[],"event_pause":[],"event_pause_delta":[],"event_seeking": [],"event_seeking_delta":[],"event_seeked":[],"event_seeked_delta": [],"event_ended":[],"event_ended_delta":[],"event_stalled": [],"event_stalled_delta":[],"event_progress":[],"event_progress_delta": [],"event_waiting":[],"event_waiting_delta":[],"event_canplay": [],"event_canplay_delta":[]}],"resource_timing": [],"REMOTE_ADDR":"180.235.59.0","country":"JP","subdivision":"13","isp":"Asahi Net"} 5 (1 1 ) 22
23. https://vm.webdino.org 23
24. 1st Analysis
25. ( ) QoE ABR ISP 25
26. ( ) 3/1 4/3 (34 ) 11925 5 ( ) 3 1000 ISP ISP 26
27. ( ) (bps) ( ) 貢 ( ) 27
28. ( ) QoE QoE QoE 28
29. B ( ) C ( ) ( ) 29 A B C A B C
30. B ( ) C ( ) QoE 30 A B C
31. ISP OCN ( ) Asahi Net ( ) Asahi Net ( ) WiFi OCN ( ) ( ) 31 ISP X ISP Y ISP Z ISP X ISP Y ISP Z
32. ISP ARTERIA ( ), Asahi Net ( ) PC vs Mobile QoE ( ) ISP ( ) 32 ISP X ISP Y ISP Z
33. QoE ( , ) QoE 30 貢 1080p, 720p ABR 33 720p30 480p30 A
34. QoE A PC PC QoE 5 1080p30 ( ) PC QoE PC 34 A (PC) A (mobile)
35. QoE B, C QoE 4.5 720p ( ) B QoE 4.6 QoE 5 1080p ( ) 35 B C
36. ISP QoE OCN PC 4K, 8K, 60fps ARTERIA 
 36 OCN ARTERIA
37. ISP QoE ISP X QoE Asahi Net Android 37 Asahi Net ISP X
38. ISP QoE ISP Y QoE 1 , Z QoE 38 ISP Z ISP Y
39. ( , ) 2060p30, 1080p30, 720p30, 480p30 ABR (ABR ) 39 A
40. A PC PC 1080p30 FSP PC 1080p30 40 A (PC) A (mobile)
41. B, C B B 720p C 41 B C
42. ISP OCN PC 貢 42 OCN ARTERIA
43. ISP OCN Android 43 Asahi Net ISP X
44. ISP ( ) 44 ISP Z ISP Y
45. ( , ) 45 A
46. A PC PC PC 46 A (PC) A (mobile)
47. B C 47 B C
48. ISP ISP ( ) 48 OCN ARTERIA
49. ISP 49 Asahi Net ISP X
50. ISP ( ) 50 ISP Z ISP Y
51. Web VideoMark ( ) ABR QoE QoE ISP ISP 51
52. Next Steps
53. ( ) 較 API 53
54. ( ) 較 Chrome 54
55. ( ) QoE QoE RTT 55
56. ( ) Web VideoMark Speed Index ( ) Net ix Speed Index Net ix MVNO Web QoE Web 56
57. 6 etc... 57
58. https://vm.webdino.org 58