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@atseitlin	
  
Ne#lix	
  Cloud	
  Pla#orm	
  	
  
	
  
Ne#lix's	
  evolu3on	
  in	
  the	
  cloud	
  
	
  
Ariel	
  Tseitlin	
  
h.p://www.linkedin.com/in/atseitlin	
  
@atseitlin	
  
	
  
@atseitlin	
  
About	
  Ne<lix	
  
Ne#lix	
  is	
  the	
  world’s	
  
leading	
  Internet	
  
television	
  network	
  with	
  
nearly	
  38	
  million	
  
members	
  in	
  40	
  
countries	
  enjoying	
  more	
  
than	
  one	
  billion	
  hours	
  
of	
  TV	
  shows	
  and	
  movies	
  
per	
  month,	
  including	
  
original	
  series[1]	
  
[1]	
  h.p://ir.ne<lix.com/	
  
@atseitlin	
  
Original	
  Content	
  
@atseitlin	
  
CriDcal	
  Acclaim	
  
@atseitlin	
  
A	
  complex	
  distributed	
  system	
  
@atseitlin	
  
How	
  Ne<lix	
  Streaming	
  Works	
  
Customer	
  Device	
  
(PC,	
  PS3,	
  TV…)	
  
Web	
  Site	
  or	
  
Discovery	
  API	
  
User	
  Data	
  
PersonalizaDon	
  
Streaming	
  API	
  
DRM	
  
QoS	
  Logging	
  
OpenConnect	
  
CDN	
  Boxes	
  
CDN	
  
Management	
  and	
  
Steering	
  
Content	
  Encoding	
  
Consumer	
  
Electronics	
  
AWS	
  Cloud	
  
Services	
  
CDN	
  Edge	
  
LocaDons	
  
Browse	
  
Play	
  
Watch	
  
@atseitlin	
  
Highly	
  Available	
  Architecture	
  
Micro-­‐services,	
  redundancy,	
  
resiliency	
  
@atseitlin	
  
Web	
  Server	
  Dependencies	
  Flow	
  
Home	
  page	
  business	
  transacDon	
  
Start	
  Here	
  
memcached	
  
Cassandra	
  
Web	
  service	
  
S3	
  bucket	
  
PersonalizaDon	
  movie	
  
group	
  chooser	
  
Each	
  icon	
  is	
  
three	
  to	
  a	
  few	
  
hundred	
  
instances	
  
across	
  three	
  
AWS	
  zones	
  
@atseitlin	
  
Component	
  Micro-­‐Services	
  
Test	
  With	
  Chaos	
  Monkey,	
  Latency	
  Monkey	
  
@atseitlin	
  
Three	
  Balanced	
  Availability	
  Zones	
  
Test	
  with	
  Chaos	
  Gorilla	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  A	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  B	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  C	
  
Load	
  Balancers	
  
@atseitlin	
  
Triple	
  Replicated	
  Persistence	
  
Cassandra	
  maintenance	
  affects	
  individual	
  replicas	
  	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  A	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  B	
  
Cassandra	
  and	
  Evcache	
  
Replicas	
  
Zone	
  C	
  
Load	
  Balancers	
  
@atseitlin	
  
Isolated	
  Regions	
  
Will	
  someday	
  test	
  with	
  Chaos	
  Kong	
  
Cassandra	
  Replicas	
  
Zone	
  A	
  
Cassandra	
  Replicas	
  
Zone	
  B	
  
Cassandra	
  Replicas	
  
Zone	
  C	
  
US-­‐East	
  Load	
  Balancers	
  
Cassandra	
  Replicas	
  
Zone	
  A	
  
Cassandra	
  Replicas	
  
Zone	
  B	
  
Cassandra	
  Replicas	
  
Zone	
  C	
  
EU-­‐West	
  Load	
  Balancers	
  
@atseitlin	
  
Failure	
  Modes	
  and	
  Effects	
  
Failure	
  Mode	
   Probability	
   Current	
  Mi3ga3on	
  Plan	
  
ApplicaDon	
  Failure	
   High	
   AutomaDc	
  degraded	
  response	
  
AWS	
  Region	
  Failure	
   Low	
   Wait	
  for	
  region	
  to	
  recover	
  
AWS	
  Zone	
  Failure	
   Medium	
   ConDnue	
  to	
  run	
  on	
  2	
  out	
  of	
  3	
  zones	
  
Datacenter	
  Failure	
   Medium	
   Migrate	
  more	
  funcDons	
  to	
  cloud	
  
Data	
  store	
  failure	
   Low	
   Restore	
  from	
  S3	
  backups	
  
S3	
  failure	
   Low	
   Restore	
  from	
  remote	
  archive	
  
UnDl	
  we	
  got	
  really	
  good	
  at	
  miDgaDng	
  high	
  and	
  medium	
  
probability	
  failures,	
  the	
  ROI	
  for	
  miDgaDng	
  regional	
  
failures	
  didn’t	
  make	
  sense.	
  Gedng	
  there…	
  
@atseitlin	
  
ApplicaDon	
  Resilience	
  
Run	
  what	
  you	
  wrote	
  
Rapid	
  detecDon	
  
Rapid	
  Response	
  
Fail	
  oeen	
  
	
  
@atseitlin	
  
Run	
  What	
  You	
  Wrote	
  
•  Make	
  developers	
  responsible	
  for	
  failures	
  
– Then	
  they	
  learn	
  and	
  write	
  code	
  that	
  doesn’t	
  fail	
  
•  Use	
  Incident	
  Reviews	
  to	
  find	
  gaps	
  to	
  fix	
  
– Make	
  sure	
  its	
  not	
  about	
  finding	
  “who	
  to	
  blame”	
  
•  Keep	
  Dmeouts	
  short,	
  fail	
  fast	
  
– Don’t	
  let	
  cascading	
  Dmeouts	
  stack	
  up	
  
@atseitlin	
  
Rapid	
  DetecDon	
  
•  If	
  your	
  pilot	
  had	
  no	
  instument	
  panel,	
  would	
  
you	
  ever	
  board	
  fly	
  on	
  a	
  plane?	
  
– Never	
  run	
  your	
  service	
  blind	
  
•  Monitor	
  services,	
  not	
  instances	
  
– Make	
  instance	
  failure	
  a	
  non-­‐event	
  
•  Don’t	
  pay	
  people	
  to	
  watch	
  screens	
  
– Instead	
  pay	
  them	
  to	
  build	
  alerDng	
  
@atseitlin	
  
Rapid	
  Rollback	
  
•  Use	
  a	
  new	
  Autoscale	
  Group	
  to	
  push	
  code	
  
•  Leave	
  exisDng	
  ASG	
  in	
  place,	
  switch	
  traffic	
  
•  If	
  OK,	
  auto-­‐delete	
  old	
  ASG	
  a	
  few	
  hours	
  later	
  
•  If	
  “whoops”,	
  switch	
  traffic	
  back	
  in	
  seconds	
  
@atseitlin	
  
Asgard	
  
h.p://techblog.ne<lix.com/2012/06/asgard-­‐web-­‐based-­‐cloud-­‐management-­‐and.html	
  
@atseitlin	
  
Made	
  possible	
  in	
  the	
  cloud	
  
APIs,	
  ElasDcity,	
  Efficiency	
  
@atseitlin	
  
APIs	
  
•  Control	
  everything	
  (start,	
  terminate,	
  scale)	
  
•  Inject	
  failure	
  
•  Monitor	
  &	
  audit	
  
•  Automate	
  operaDons	
  
@atseitlin	
  
ElasDcity	
  
•  Capacity	
  planning	
  replaced	
  with	
  forecasDng	
  
•  Dynamic	
  load-­‐based	
  auto-­‐scaling	
  
•  New	
  data	
  centers	
  at	
  the	
  click	
  of	
  a	
  bu.on	
  
@atseitlin	
  
Efficiency	
  
•  ~10x	
  trough	
  to	
  peak	
  raDo.	
  	
  Fill	
  trough	
  with	
  
batch	
  workloads	
  
•  OpDmize	
  machine	
  class	
  for	
  each	
  service	
  
•  Highly	
  available	
  red/black	
  deployments	
  
@atseitlin	
  
Coming	
  soon	
  to	
  a	
  cloud	
  near	
  you	
  
Billing	
  &	
  Payments,	
  Big	
  Data	
  &	
  
AnalyDcs,	
  SaaS	
  
@atseitlin	
  
Billing	
  &	
  Payments	
  
•  PCI	
  compliance	
  
•  Privacy	
  &	
  security	
  
•  Intermediate	
  step	
  of	
  cache	
  in	
  the	
  cloud	
  
@atseitlin	
  
Big	
  Data	
  &	
  AnalyDcs	
  
•  On	
  deck	
  for	
  cloud	
  migraDon	
  
•  ETL	
  already	
  in	
  cloud	
  with	
  EMR	
  (Hadoop)	
  
•  Many	
  cloud	
  alternaDves	
  but	
  not	
  yet	
  as	
  mature	
  
as	
  the	
  old	
  guard	
  
@atseitlin	
  
Corporate	
  system	
  moving	
  to	
  SaaS	
  
•  Email	
  (Exchange-­‐>Google	
  Apps)	
  
•  Expense	
  Management	
  (Concur-­‐>Workday)	
  
•  Document	
  sharing	
  (File	
  Servers-­‐>Box)	
  
•  Goal	
  is	
  100%	
  SaaS	
  
@atseitlin	
  
@atseitlin	
  
Open	
  Source	
  Projects	
  
Github	
  /	
  Techblog	
  
Apache	
  ContribuDons	
  
Techblog	
  Post	
  
Coming	
  Soon	
  
Priam	
  
Cassandra	
  as	
  a	
  Service	
  
Astyanax	
  
Cassandra	
  client	
  for	
  Java	
  
CassJMeter	
  
Cassandra	
  test	
  suite	
  
Cassandra	
  
MulD-­‐region	
  EC2	
  datastore	
  
support	
  
Aegisthus	
  
Hadoop	
  ETL	
  for	
  Cassandra	
  
Ice	
  
Spend	
  analyDcs	
  
Governator	
  
Library	
  lifecycle	
  and	
  dependency	
  
injecDon	
  
Odin	
  
Cloud	
  orchestraDon	
  
Blitz4j	
  Async	
  logging	
  
Exhibitor	
  
Zookeeper	
  as	
  a	
  Service	
  
Curator	
  
Zookeeper	
  Pa.erns	
  
EVCache	
  
Memcached	
  as	
  a	
  Service	
  
Eureka	
  /	
  Discovery	
  
Service	
  Directory	
  
Archaius	
  
Dynamics	
  ProperDes	
  Service	
  
Edda	
  
Config	
  state	
  with	
  history	
  
Denominator	
  	
  
Ribbon	
  
REST	
  Client	
  +	
  mid-­‐Der	
  LB	
  
Karyon	
  
Instrumented	
  REST	
  Base	
  Serve	
  
Servo	
  and	
  Autoscaling	
  Scripts	
  
Genie	
  
Hadoop	
  PaaS	
  
Hystrix	
  
Robust	
  service	
  pa.ern	
  
RxJava	
  ReacDve	
  Pa.erns	
  
Asgard	
  
AutoScaleGroup	
  based	
  AWS	
  
console	
  
Chaos	
  Monkey	
  
Robustness	
  verificaDon	
  
Latency	
  Monkey	
  
Janitor	
  Monkey	
  
Bakeries	
  /	
  Aminotor	
  
Legend	
  
@atseitlin	
  
@atseitlin	
  
Our	
  Current	
  Catalog	
  of	
  Releases	
  
Free	
  code	
  available	
  at	
  h.p://ne<lix.github.com	
  
@atseitlin	
  
We’re	
  hiring!	
  
•  Simian	
  Army	
  
•  Cloud	
  Tools	
  
•  Ne<lixOSS	
  
•  Cloud	
  OperaDons	
  
•  Reliability	
  Engineering	
  
•  Many,	
  many	
  more	
  
	
   	
   	
   	
   	
  	
  	
  jobs.ne<lix.com	
  
@atseitlin	
  
Takeaways	
  
	
  
Ne#lix	
  has	
  built	
  and	
  deployed	
  a	
  scalable	
  global	
  and	
  highly	
  available	
  Pla#orm	
  as	
  a	
  
Service	
  and	
  opened	
  sourced	
  it	
  (Ne#lixOSS)	
  
	
  
The	
  Cloud	
  enables	
  elasNcity,	
  efficiency	
  and	
  fine-­‐grained	
  control	
  via	
  APIs	
  
	
  
Credit	
  cards,	
  Big	
  Data,	
  and	
  rest	
  of	
  corporate	
  systems	
  are	
  next	
  to	
  move	
  to	
  the	
  Cloud	
  
	
  
	
  
h.p://ne<lix.github.com	
  
h.p://techblog.ne<lix.com	
  
h.p://slideshare.net/Ne<lix	
  
	
  
h.p://www.linkedin.com/in/atseitlin	
  
	
  
@atseitlin	
  @Ne<lixOSS	
  
@atseitlin	
  
Thank	
  you!	
  
Any	
  quesDons?	
  
Ariel	
  Tseitlin	
  
h.p://www.linkedin.com/in/atseitlin	
  
@atseitlin	
  

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Netflix presents at MassTLC Cloud Summit 2013

  • 1. @atseitlin   Ne#lix  Cloud  Pla#orm       Ne#lix's  evolu3on  in  the  cloud     Ariel  Tseitlin   h.p://www.linkedin.com/in/atseitlin   @atseitlin    
  • 2. @atseitlin   About  Ne<lix   Ne#lix  is  the  world’s   leading  Internet   television  network  with   nearly  38  million   members  in  40   countries  enjoying  more   than  one  billion  hours   of  TV  shows  and  movies   per  month,  including   original  series[1]   [1]  h.p://ir.ne<lix.com/  
  • 5. @atseitlin   A  complex  distributed  system  
  • 6. @atseitlin   How  Ne<lix  Streaming  Works   Customer  Device   (PC,  PS3,  TV…)   Web  Site  or   Discovery  API   User  Data   PersonalizaDon   Streaming  API   DRM   QoS  Logging   OpenConnect   CDN  Boxes   CDN   Management  and   Steering   Content  Encoding   Consumer   Electronics   AWS  Cloud   Services   CDN  Edge   LocaDons   Browse   Play   Watch  
  • 7. @atseitlin   Highly  Available  Architecture   Micro-­‐services,  redundancy,   resiliency  
  • 8. @atseitlin   Web  Server  Dependencies  Flow   Home  page  business  transacDon   Start  Here   memcached   Cassandra   Web  service   S3  bucket   PersonalizaDon  movie   group  chooser   Each  icon  is   three  to  a  few   hundred   instances   across  three   AWS  zones  
  • 9. @atseitlin   Component  Micro-­‐Services   Test  With  Chaos  Monkey,  Latency  Monkey  
  • 10. @atseitlin   Three  Balanced  Availability  Zones   Test  with  Chaos  Gorilla   Cassandra  and  Evcache   Replicas   Zone  A   Cassandra  and  Evcache   Replicas   Zone  B   Cassandra  and  Evcache   Replicas   Zone  C   Load  Balancers  
  • 11. @atseitlin   Triple  Replicated  Persistence   Cassandra  maintenance  affects  individual  replicas     Cassandra  and  Evcache   Replicas   Zone  A   Cassandra  and  Evcache   Replicas   Zone  B   Cassandra  and  Evcache   Replicas   Zone  C   Load  Balancers  
  • 12. @atseitlin   Isolated  Regions   Will  someday  test  with  Chaos  Kong   Cassandra  Replicas   Zone  A   Cassandra  Replicas   Zone  B   Cassandra  Replicas   Zone  C   US-­‐East  Load  Balancers   Cassandra  Replicas   Zone  A   Cassandra  Replicas   Zone  B   Cassandra  Replicas   Zone  C   EU-­‐West  Load  Balancers  
  • 13. @atseitlin   Failure  Modes  and  Effects   Failure  Mode   Probability   Current  Mi3ga3on  Plan   ApplicaDon  Failure   High   AutomaDc  degraded  response   AWS  Region  Failure   Low   Wait  for  region  to  recover   AWS  Zone  Failure   Medium   ConDnue  to  run  on  2  out  of  3  zones   Datacenter  Failure   Medium   Migrate  more  funcDons  to  cloud   Data  store  failure   Low   Restore  from  S3  backups   S3  failure   Low   Restore  from  remote  archive   UnDl  we  got  really  good  at  miDgaDng  high  and  medium   probability  failures,  the  ROI  for  miDgaDng  regional   failures  didn’t  make  sense.  Gedng  there…  
  • 14. @atseitlin   ApplicaDon  Resilience   Run  what  you  wrote   Rapid  detecDon   Rapid  Response   Fail  oeen    
  • 15. @atseitlin   Run  What  You  Wrote   •  Make  developers  responsible  for  failures   – Then  they  learn  and  write  code  that  doesn’t  fail   •  Use  Incident  Reviews  to  find  gaps  to  fix   – Make  sure  its  not  about  finding  “who  to  blame”   •  Keep  Dmeouts  short,  fail  fast   – Don’t  let  cascading  Dmeouts  stack  up  
  • 16. @atseitlin   Rapid  DetecDon   •  If  your  pilot  had  no  instument  panel,  would   you  ever  board  fly  on  a  plane?   – Never  run  your  service  blind   •  Monitor  services,  not  instances   – Make  instance  failure  a  non-­‐event   •  Don’t  pay  people  to  watch  screens   – Instead  pay  them  to  build  alerDng  
  • 17. @atseitlin   Rapid  Rollback   •  Use  a  new  Autoscale  Group  to  push  code   •  Leave  exisDng  ASG  in  place,  switch  traffic   •  If  OK,  auto-­‐delete  old  ASG  a  few  hours  later   •  If  “whoops”,  switch  traffic  back  in  seconds  
  • 19. @atseitlin   Made  possible  in  the  cloud   APIs,  ElasDcity,  Efficiency  
  • 20. @atseitlin   APIs   •  Control  everything  (start,  terminate,  scale)   •  Inject  failure   •  Monitor  &  audit   •  Automate  operaDons  
  • 21. @atseitlin   ElasDcity   •  Capacity  planning  replaced  with  forecasDng   •  Dynamic  load-­‐based  auto-­‐scaling   •  New  data  centers  at  the  click  of  a  bu.on  
  • 22. @atseitlin   Efficiency   •  ~10x  trough  to  peak  raDo.    Fill  trough  with   batch  workloads   •  OpDmize  machine  class  for  each  service   •  Highly  available  red/black  deployments  
  • 23. @atseitlin   Coming  soon  to  a  cloud  near  you   Billing  &  Payments,  Big  Data  &   AnalyDcs,  SaaS  
  • 24. @atseitlin   Billing  &  Payments   •  PCI  compliance   •  Privacy  &  security   •  Intermediate  step  of  cache  in  the  cloud  
  • 25. @atseitlin   Big  Data  &  AnalyDcs   •  On  deck  for  cloud  migraDon   •  ETL  already  in  cloud  with  EMR  (Hadoop)   •  Many  cloud  alternaDves  but  not  yet  as  mature   as  the  old  guard  
  • 26. @atseitlin   Corporate  system  moving  to  SaaS   •  Email  (Exchange-­‐>Google  Apps)   •  Expense  Management  (Concur-­‐>Workday)   •  Document  sharing  (File  Servers-­‐>Box)   •  Goal  is  100%  SaaS  
  • 28. @atseitlin   Open  Source  Projects   Github  /  Techblog   Apache  ContribuDons   Techblog  Post   Coming  Soon   Priam   Cassandra  as  a  Service   Astyanax   Cassandra  client  for  Java   CassJMeter   Cassandra  test  suite   Cassandra   MulD-­‐region  EC2  datastore   support   Aegisthus   Hadoop  ETL  for  Cassandra   Ice   Spend  analyDcs   Governator   Library  lifecycle  and  dependency   injecDon   Odin   Cloud  orchestraDon   Blitz4j  Async  logging   Exhibitor   Zookeeper  as  a  Service   Curator   Zookeeper  Pa.erns   EVCache   Memcached  as  a  Service   Eureka  /  Discovery   Service  Directory   Archaius   Dynamics  ProperDes  Service   Edda   Config  state  with  history   Denominator     Ribbon   REST  Client  +  mid-­‐Der  LB   Karyon   Instrumented  REST  Base  Serve   Servo  and  Autoscaling  Scripts   Genie   Hadoop  PaaS   Hystrix   Robust  service  pa.ern   RxJava  ReacDve  Pa.erns   Asgard   AutoScaleGroup  based  AWS   console   Chaos  Monkey   Robustness  verificaDon   Latency  Monkey   Janitor  Monkey   Bakeries  /  Aminotor   Legend  
  • 30. @atseitlin   Our  Current  Catalog  of  Releases   Free  code  available  at  h.p://ne<lix.github.com  
  • 31. @atseitlin   We’re  hiring!   •  Simian  Army   •  Cloud  Tools   •  Ne<lixOSS   •  Cloud  OperaDons   •  Reliability  Engineering   •  Many,  many  more                jobs.ne<lix.com  
  • 32. @atseitlin   Takeaways     Ne#lix  has  built  and  deployed  a  scalable  global  and  highly  available  Pla#orm  as  a   Service  and  opened  sourced  it  (Ne#lixOSS)     The  Cloud  enables  elasNcity,  efficiency  and  fine-­‐grained  control  via  APIs     Credit  cards,  Big  Data,  and  rest  of  corporate  systems  are  next  to  move  to  the  Cloud       h.p://ne<lix.github.com   h.p://techblog.ne<lix.com   h.p://slideshare.net/Ne<lix     h.p://www.linkedin.com/in/atseitlin     @atseitlin  @Ne<lixOSS  
  • 33. @atseitlin   Thank  you!   Any  quesDons?   Ariel  Tseitlin   h.p://www.linkedin.com/in/atseitlin   @atseitlin