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Google arch-fangkun-qcon

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  • 1. 03/28/11 Google
Inc
  • 2. • • • •03/28/11 Google
Inc
  • 3. • – • – Gmail, Calendar, Picasa, Docs, Google Apps,... – App Engine • – – – –03/28/11 Google
Inc
  • 4. ‐‐
 Tera Gega Tera
‐‐
Peta ‐‐
 Peta03/28/11 Google
Inc
  • 5. vs03/28/11 Google
Inc
  • 6. vs03/28/11 Google
Inc
  • 7. vs03/28/11 Google
Inc
  • 8. vs03/28/11 Google
Inc
  • 9. • • • •03/28/11 Google
Inc
  • 10. • – 16GB
DRAM;
160
GB
SSD;
5
x
1TB
disk • (Rack) – 40
 – 48
port
Gigabit
Ethernet
switch • (Warehouse) – 10,000 (250
racks) – 2K
port
Gigabit
Ethernet
switch03/28/11 Google
Inc
  • 11. ‐‐‐03/28/11 Google
Inc
  • 12. ‐‐‐
03/28/11 Google
Inc
  • 13. ‐‐‐
03/28/11 Google
Inc
  • 14. • – ,
 ,
 – ,
 ,
 • – – • – – Flash
(SSD);
GPU03/28/11 Google
Inc
  • 15. 3003/28/11 Google
Inc
  • 16. ( ) 2000 – 2005 6–803/28/11 Google
Inc
  • 17. ‐‐
03/28/11 Google
Inc
  • 18. = 2.0 Google = 1.16 IT03/28/11 Google
Inc
  • 19. • – ,
 ,
 – ,
 ,
 • – – • – – Flash
(SSD);
GPU03/28/11 Google
Inc
  • 20. • 99.9%
 =
9
 /• 10,000
 – 0.25
 – 3
 – 1,000 – 1,000s
 – etc.,
etc.,
etc.03/28/11 Google
Inc
  • 21. • • • – – –03/28/11 Google
Inc
  • 22. • – ,
 ,
 – ,
 ,
 • – – • – – Flash
(SSD);
GPU03/28/11 Google
Inc
  • 23. • • • •03/28/11 Google
Inc
  • 24. (GFS) GFS Master Master Client GFS Master R p a c e s i Client lC0 C1 C1 C0 C3C3 C4 C3 C5 C4 03/28/11 Google
Inc
  • 25. MapReduce Data Block 1 map Results ResultsData Data Data Block 2 datadatadatadatada datadata datadatada Reduce datadatatadatadata datadata tadatadata map datadatadatadatada datadata datadatadatadatadata tadatadata Data Block 3 Data Block 5 map map map Data Block 4 GFS Mapreduce 2004 , Hadoop , Facebook Hadoop03/28/11 Google
Inc
  • 26. (Big
Table) • • – :
 – :
 – :
03/28/11 Google
Inc
  • 27. • • • •03/28/11 Google
Inc
  • 28. • • •03/28/11 Google
Inc
  • 29. 03/28/11 Google
Inc
  • 30. • • • •03/28/11 Google
Inc
  • 31. • – Peter
Norvig – Stuart
Feldman – Edward
Chang – Xuemei
Gu – Hai
Fang03/28/11 Google
Inc
  • 32. 03/28/11 Google
Inc
  • 33. 杭州站 · 2011年10月20日~22日 www.qconhangzhou.com(6月启动)QCon北京站官方网站和资料下载 www.qconbeijing.com