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WHAT TO
RESEARCH
WHEN YOU’RE
RESEARCHING
(IN NETWORKING)
Tenure
Marco Canini
Jon Crowcroft
All	
  images	
  in	
  this	
  presentation	
  are
©	
  of	
  their	
  respective	
  owners.
Premise
• Vision	
  of	
  the	
  future	
  of	
  research	
  in	
  networking
• Unlike	
  Jim	
  Kurose	
  and	
  others	
  who	
  have	
  failed	
  in	
  their	
  prediction,
this	
  is	
  guaranteed	
  to	
  be	
  true
• It’s	
  coming	
  sooner	
  than	
  you	
  think!
Trends
Velocity	
  of	
  Information	
  Overload
Conference	
  Presentations
Number	
  of	
  questions	
  at	
  SIGCOMM	
  from	
  
session	
  chairs
Viruses
Brazil
Viruses
Brazil
Los	
  Angels
And	
  many	
  of	
  US	
  won’t	
  be	
  able	
  to	
  enter	
  USA
Networking	
  research	
  at	
  crossroads
Need	
  fundamentally	
  new	
  approach!
Outline
• Review	
  System
• Researcher	
  Reputation
• AI
Research	
  Impressionism
Radicals	
  in	
  their	
  time,
early	
  Impressionists	
  violated	
  the	
  rules	
  of	
  academic	
  painting
Research	
  Impressionism
Research	
  Impressionism
InstaPaper Publishing
mcanini
Marco Canini Assistant Professor, KAUST
Systems, Networking, Distributed Systems
Member #SIGCOMM #USENIX #IEEE
1,222 citations 2,454 followers 1,839 following
InstaPaper Publishing
mcanini
Marco Canini Assistant Professor, KAUST
Systems, Networking, Distributed Systems
Member #SIGCOMM #USENIX #IEEE
1,222 citations 2,454 followers 1,839 following
Benefits:
• Instant	
  gratification
• Only	
  positive	
  feedback
• Posthumous	
  impact
Snapstract
• The	
  abstract	
  is	
  your	
  paper
• If	
  nobody	
  likes	
  it	
  within	
  30	
  seconds,
it	
  disappears
Bootstrapping	
  citations	
  count?
Bootstrapping	
  citations	
  count?
• Outsourcing	
  to	
  professional	
  “boost	
  as	
  a	
  service”	
  sites
Trustnami
Trust	
  system	
  for	
  reputation	
  of	
  researchers	
  and	
  true	
  impact	
  of	
  papers
• Trustnami is	
  a	
  blockchain-­‐based	
  public	
  ledger
• It	
  maintains	
  a	
  record	
  of	
  all	
  papers	
  published	
  and	
  citations
• Citations	
  are	
  recorded	
  as	
  positive	
  or	
  negative	
  transactions
• Amount	
  of	
  transaction	
  is	
  weighted	
  by	
  the	
  h-­‐index	
  of	
  the	
  citer
• E.g.,	
  if	
  Scott	
  Shenker cites	
  you	
  negatively,	
  your	
  paper	
  records	
  a	
  loss	
  of	
  136	
  
• Can	
  be	
  used	
  to	
  fork	
  a	
  community	
  SIGCOMM	
  -­‐>	
  SOSR	
  &	
  !SOSR
Trustnami helps	
  to	
  pre-­‐motivate	
  papers
• Once	
  a	
  grant	
  proposal	
  gets	
  funded,	
  it	
  is	
  automatically	
  recorded	
  into	
  
the	
  blockchain
• Thus	
  motivation	
  for	
  the	
  work	
  is	
  already	
  vetted
• The	
  motivation	
  section	
  of	
  the	
  paper	
  is	
  approved	
  and	
  reviewers	
  
cannot	
  question	
  the	
  motivation!
• The	
  results	
  are	
  also	
  approved!
• Disagreeing	
  with	
  the	
  results	
  would	
  mean	
  disagreeing	
  with	
  the	
  committee	
  that	
  
funded	
  the	
  proposal
• The	
  accusing	
  reviewer’s	
  h-­‐index	
  is	
  decreased	
  based	
  on	
  the	
  h-­‐index	
  of	
  the	
  
grant	
  committee
Menta:	
  An	
  AI	
  for	
  Researchers
• Build	
  a	
  Mentor	
  AI	
  using	
  training	
  set	
  from	
  Jon,	
  Nick,	
  Jen,	
  Scott,	
  Jim,	
  
Don,	
  Jeff,	
  David,	
  …
• Rich	
  set	
  of	
  features:
• Will	
  tell	
  if	
  the	
  idea	
  is	
  new
• Create	
  the	
  related	
  work	
  and	
  reading	
  lists
• Give	
  personalized	
  recommendation	
  for	
  experiments	
  and	
  metrics
• Just-­‐in-­‐time-­‐paper
• Suggest	
  Sexy	
  Paper	
  Names
Menta:	
  An	
  AI	
  for	
  Researchers
• Build	
  a	
  Mentor	
  AI	
  using	
  training	
  set	
  from	
  Jon,	
  Nick,	
  Jen,	
  Scott,	
  Jim,	
  
Don,	
  Jeff,	
  David,	
  …
• Rich	
  set	
  of	
  features:
• Will	
  tell	
  if	
  the	
  idea	
  is	
  new
• Create	
  the	
  related	
  work	
  and	
  reading	
  lists
• Give	
  personalized	
  recommendation	
  for	
  experiments	
  and	
  metrics
• Just-­‐in-­‐time-­‐paper
• Suggest	
  Sexy	
  Paper	
  Names
Avoid	
  name	
  clashes
• PISCES:	
  OSDI’12	
  &	
  SIGCOMM’16
• C3:	
  2	
  times	
  in	
  NSDI’15
What	
  can	
  I	
  do?
What	
  can	
  I	
  do?
• Move	
  to	
  KAUST!

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SIGCOMM '16 Outrageous Opinion by Marco Canini

  • 1. WHAT TO RESEARCH WHEN YOU’RE RESEARCHING (IN NETWORKING) Tenure Marco Canini Jon Crowcroft All  images  in  this  presentation  are ©  of  their  respective  owners.
  • 2. Premise • Vision  of  the  future  of  research  in  networking • Unlike  Jim  Kurose  and  others  who  have  failed  in  their  prediction, this  is  guaranteed  to  be  true • It’s  coming  sooner  than  you  think!
  • 6. Number  of  questions  at  SIGCOMM  from   session  chairs
  • 9. And  many  of  US  won’t  be  able  to  enter  USA
  • 10. Networking  research  at  crossroads Need  fundamentally  new  approach!
  • 11. Outline • Review  System • Researcher  Reputation • AI
  • 12. Research  Impressionism Radicals  in  their  time, early  Impressionists  violated  the  rules  of  academic  painting
  • 15. InstaPaper Publishing mcanini Marco Canini Assistant Professor, KAUST Systems, Networking, Distributed Systems Member #SIGCOMM #USENIX #IEEE 1,222 citations 2,454 followers 1,839 following
  • 16. InstaPaper Publishing mcanini Marco Canini Assistant Professor, KAUST Systems, Networking, Distributed Systems Member #SIGCOMM #USENIX #IEEE 1,222 citations 2,454 followers 1,839 following Benefits: • Instant  gratification • Only  positive  feedback • Posthumous  impact
  • 17. Snapstract • The  abstract  is  your  paper • If  nobody  likes  it  within  30  seconds, it  disappears
  • 19. Bootstrapping  citations  count? • Outsourcing  to  professional  “boost  as  a  service”  sites
  • 20. Trustnami Trust  system  for  reputation  of  researchers  and  true  impact  of  papers • Trustnami is  a  blockchain-­‐based  public  ledger • It  maintains  a  record  of  all  papers  published  and  citations • Citations  are  recorded  as  positive  or  negative  transactions • Amount  of  transaction  is  weighted  by  the  h-­‐index  of  the  citer • E.g.,  if  Scott  Shenker cites  you  negatively,  your  paper  records  a  loss  of  136   • Can  be  used  to  fork  a  community  SIGCOMM  -­‐>  SOSR  &  !SOSR
  • 21. Trustnami helps  to  pre-­‐motivate  papers • Once  a  grant  proposal  gets  funded,  it  is  automatically  recorded  into   the  blockchain • Thus  motivation  for  the  work  is  already  vetted • The  motivation  section  of  the  paper  is  approved  and  reviewers   cannot  question  the  motivation! • The  results  are  also  approved! • Disagreeing  with  the  results  would  mean  disagreeing  with  the  committee  that   funded  the  proposal • The  accusing  reviewer’s  h-­‐index  is  decreased  based  on  the  h-­‐index  of  the   grant  committee
  • 22. Menta:  An  AI  for  Researchers • Build  a  Mentor  AI  using  training  set  from  Jon,  Nick,  Jen,  Scott,  Jim,   Don,  Jeff,  David,  … • Rich  set  of  features: • Will  tell  if  the  idea  is  new • Create  the  related  work  and  reading  lists • Give  personalized  recommendation  for  experiments  and  metrics • Just-­‐in-­‐time-­‐paper • Suggest  Sexy  Paper  Names
  • 23. Menta:  An  AI  for  Researchers • Build  a  Mentor  AI  using  training  set  from  Jon,  Nick,  Jen,  Scott,  Jim,   Don,  Jeff,  David,  … • Rich  set  of  features: • Will  tell  if  the  idea  is  new • Create  the  related  work  and  reading  lists • Give  personalized  recommendation  for  experiments  and  metrics • Just-­‐in-­‐time-­‐paper • Suggest  Sexy  Paper  Names Avoid  name  clashes • PISCES:  OSDI’12  &  SIGCOMM’16 • C3:  2  times  in  NSDI’15
  • 24. What  can  I  do?
  • 25. What  can  I  do? • Move  to  KAUST!