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Solving Problems with Graphs

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SOLVING PROBLEMS
  WITH GRAPHS
   MARKO A. RODRIGUEZ




   http://THINKAURELIUS.COM

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MARKO A. RODRIGUEZ

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MARKO A. RODRIGUEZ

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Solving Problems with Graphs

  1. SOLVING PROBLEMS WITH GRAPHS MARKO A. RODRIGUEZ http://THINKAURELIUS.COM
  2. MARKO A. RODRIGUEZ
  3. MARKO A. RODRIGUEZ
  4. MARKO A. RODRIGUEZ
  5. YOU WILL NOT KNOW ME BY LOOKING WITHIN
  6. marko
  7. marko TO KNOW ME IS TO KNOW MY WORLD
  8. gremlin marko AND IN MY WORLD THERE ARE THINGS russell
  9. gremlin a ted cre marko s ow kn russell
  10. gremlin a ted cre marko AND TO KNOW THESE THINGS s ow kn IS TO KNOW THEIR WORLD ... AD INFINITUM russell
  11. pavel ted crea gremlin de pe nd s a ted cre marko blueprints s ow kn russell hortonworks works
  12. pavel ted created crea cql gremlin works de pe nd s twitter a ted cre marko s de d pe en nd d ep blueprints s titan s ow kn faunus russell use use hadoop s s hbase hortonworks works
  13. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  14. I POSIT THAT THE SOLUTIONS TO PROBLEMS EXIST IN THE WORLD AND THAT RESOLUTION IS SOUGHT IN LINKAGE. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  15. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  16. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel SOLUTION #1 crea ted created cql • Hortonworks and Cloudera gremlin use Big Data technology. works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  17. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel SOLUTION #1 crea ted created cql • Hortonworks and Cloudera gremlin use Big Data technology. works I know Russell. de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  18. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel SOLUTION #1 crea ted created cql • Hortonworks and Cloudera gremlin use Big Data technology. works I know Russell. de pe depe Partnership? nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works ner part r partne
  19. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  20. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  21. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel ted created SOLUTION #2 crea cql gremlin • Pavel and I created Gremlin. works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  22. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel ted created SOLUTION #2 crea cql gremlin • Pavel and I created Gremlin. works He is a Cassandra engineer de at Twitter. pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  23. PROBLEM • I want organizations with Big Graph Data to use the Aurelius Graph Cluster. pavel ted created SOLUTION #2 crea cql gremlin • Pavel and I created Gremlin. e ts me works He is a Cassandra engineer de at Twitter. pe depe nd Meeting? s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  24. pavel ted created crea cql gremlin works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  25. pavel ted created crea cql gremlin SOFTWARE works de pe depe nd s twitter nds a ted cre depends marko uses s de nd pe pe blueprints nd de s titan cassandra s s created epend ow d kn s depends nd faunus pe cloudera de ds de pen depends russell uses use use hadoop s s hbase hortonworks works
  26. marko SOFTWARE
  27. marko SOFTWARE
  28. marko SOFTWARE
  29. marko
  30. marko pet pet mama puppy
  31. marko pet pet sniffs mama puppy
  32. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs puppy curley biscuit mia iffs sn sn scout iffs sniffs jackson missy whettle
  33. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs puppy curley biscuit mia males iffs sn sn scout iffs sniffs jackson missy whettle
  34. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  35. marko chula pet pet i ffs sn sn iffs sniffs mama 1 sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  36. marko chula pet 2 pet i ffs sn sn iffs sniffs mama 2 1 sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  37. marko chula pet 2 pet i ffs sn sn iffs sniffs mama 2 sniffs sniffs puppy curley biscuit sn iffs 3 sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  38. marko chula pet pet i ffs sn sn iffs 4 sniffs mama sniffs sniffs puppy curley biscuit sn iffs 3 sniffs mia males sni 4 sni ffs s iff ffs sn iffs sn sn scout iffs 4 4 4 sniffs jackson missy whettle
  39. marko chula pet pet i ffs sn sn iffs 5 4 sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni 4 sni 5 ffs s iff ffs sn iffs sn sn scout iffs 4 4 4 sniffs jackson missy whettle
  40. marko chula pet pet i ffs sn sn iffs 5 sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni 5 ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  41. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  42. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  43. PROBLEM • What is the best way to save this dog community from disease? marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  44. PROBLEM • What is the best way to save this dog community from disease? marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  45. PROBLEM • What is the best way to save this dog community from disease? SOLUTION marko • Inoculate the most central dog. chula pet pet i ffs sn sn e ulat iffs inoc sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  46. PROBLEM • What is the best way to save this dog community from disease? SOLUTION marko • Inoculate the most central dog. chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  47. marko chula pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  48. marko chula DOGS pet pet i ffs sn sn iffs sniffs mama sniffs sniffs puppy curley biscuit sn iffs sniffs mia males sni sni ffs s iff ffs sn iffs sn sn scout iffs sniffs jackson missy whettle
  49. marko DOGS
  50. marko SOFTWARE DOGS
  51. marko SOFTWARE DOGS
  52. marko SOFTWARE DOGS
  53. marko SOFTWARE DOGS
  54. marko SOFTWARE DOGS
  55. marko
  56. avalanche marko captain
  57. blackhawks wild panthers avalanche marko captain
  58. game #1 played blackhawks #2 wild #3 panthers #4 avalanche marko #5 captain ... #n
  59. game #1 played blackhawks #2 period #1 wild p1 #3 #2 p2 p3 panthers #4 #3 avalanche marko #5 captain ... #n
  60. game #1 played blackhawks #2 period #1 wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 #1 avalanche penalties marko #5 #2 #2 captain ... #3 #n
  61. game #1 steve jason craig patrick ... played blackhawks #2 period #1 wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 #1 avalanche penalties marko #5 #2 #2 captain ... #3 #n
  62. game #1 steve jason craig patrick ... played blackhawks #2 period #1 received scored assisted scored wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 assisted #1 avalanche penalties marko #5 #2 #2 captain ... #3 #n
  63. PROBLEM game #1 steve jason craig patrick • Who do I draft for the 2012/2013 season? ... played blackhawks #2 period #1 received scored assisted scored wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 assisted #1 avalanche penalties marko #5 #2 #2 captain ... #3 #n
  64. PROBLEM game #1 steve jason craig patrick • Who do I draft for the 2012/2013 season? ... played blackhawks #2 period #1 received scored assisted scored wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 assisted #1 avalanche penalties marko #5 #2 #2 captain ... #3 SOLUTION #n • Craig/Patrick play well together.
  65. PROBLEM game #1 steve jason craig patrick • Who do I draft for the 2012/2013 season? ... played blackhawks #2 period #1 received scored assisted scored wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 assisted #1 avalanche penalties draft marko #5 #2 #2 captain ... #3 draft SOLUTION #n • Craig/Patrick play well together. Draft them as a pair?
  66. game #1 steve jason craig patrick ... played blackhawks #2 period #1 received scored assisted scored wild p1 #3 #2 p2 p3 panthers #4 #3 ls goal goa penalty #1 assisted #1 avalanche penalties marko #5 #2 #2 captain ... #3 SPORTS #n
  67. SPORTS marko
  68. SPORTS marko SOFTWARE DOGS
  69. THIS IS JUST MY SUBSET OF THE WORLD AND MY PERSONAL PROBLEMS.
  70. OUR PERSONAL WORLDS ...
  71. ... ARE EMBEDDED WITHIN A LARGER WORLD ...
  72. ... OF OTHER PEOPLE AND ARTIFACTS ...
  73. ... AND TOGETHER WE NAVIGATE THAT WORLD ...
  74. ... TRYING TO BETTER OUR LIVES ...
  75. ... BY SOLVING OUR PROBLEMS ...
  76. ... BY OPTIMALLY LINKING OURSELVES WITHIN THE WORLD.
  77. WHY DO WE ENCODE OURSELVES?
  78. These are my friends. I think about these ideas. I like these books. This where I work. I am. I visit these webpages. I work on these projects. I wrote these articles. WHY ARE WE CREATING A UNIVERSAL MODEL?

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