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Mul$core	
  is	
  the	
  Norm	
  




2	
  Cores	
       12	
  Cores	
       64	
  Cores	
  
 Netbook	
          Worksta$on	
     Embedded	
  System	
  
CPUs	
  don’t	
  get	
  Faster	
  But	
  Mul$ply	
  
GHz	
  
                                       3.8	
  
  4	
  
                                                      3.33	
  
  3	
  
                                                  6	
  cores	
  
  2	
                      1.5	
  

  1	
  
                0.2	
  
  0	
  
   1990	
      1995	
      2000	
      2005	
          2010	
  
Power	
  Wall	
  at	
  4	
  GHz	
  
Power	
  ≈	
  Voltage2	
  	
  Frequency	
  




Voltage	
  	
   	
   	
  =	
  -­‐15%	
     Power 	
   	
   	
  =	
  1	
  
Frequency	
   	
  =	
  -­‐15%	
            Performance 	
  ≈	
  1.8	
  
The	
  Free	
  Lunch	
  is	
  Over!	
  




                      *Excl.	
  Performance	
  
                             	
  Charge	
  
Parallelism	
  with	
  Mainstream	
  
    Approaches	
  is	
  Hard!	
  
Mainstream:	
  Shared	
  State	
  +	
  Locks	
  
                      int	
  i	
  =	
  4	
  
                      i	
  =	
  3 	
   	
   	
  ||	
  	
  i	
  =	
  5	
  
                                	
  
                      	
  
                      |	
  i	
  |	
  
                      i	
  :=	
  4	
  
                      i	
  :=	
  3 	
   	
   	
  ||	
  	
  i	
  :=	
  5	
  
                      	
  
                      (define	
  i	
  4)	
  
                      (set!	
  i	
  3) 	
  ||	
  (set!	
  i	
  5)	
  
                                        	
  
How	
  Much	
  is	
  the	
  Lunch?	
  




Experts	
  Only	
         Mere	
  Mortals	
  
Experts	
  Build	
  Complex	
  Infrastructure	
  
   Using	
  Mainstream	
  Approaches	
  
Mainstream	
  Approaches	
  are	
  not	
  
      Problem-­‐oriented	
  
How	
  to	
  program	
  parallel	
  with	
  ease?	
  
Root	
  of	
  all	
  Evil:	
  Shared	
  Mutable	
  State	
  
                           int	
  i	
  =	
  4	
  
                           i	
  =	
  3 	
   	
   	
  ||	
  	
  i	
  =	
  5	
  
                                     	
  
                           	
  
                           |	
  i	
  |	
  
                           i	
  :=	
  4	
  
                           i	
  :=	
  3 	
   	
   	
  ||	
  	
  i	
  :=	
  5	
  
                           	
  
                           (define	
  i	
  4)	
  
                           (set!	
  i	
  3) 	
  ||	
  (set!	
  i	
  5)	
  
                                             	
  
Actors	
  
Legacy	
  Socware	
  and	
  Sequen$al	
  Problems?	
  
Automa$c	
  Paralleliza$on!	
  
Coevolu$on	
  of	
  	
  
Languages	
  and	
  Run$mes	
  
The	
  Virtual	
  Machine	
  of	
  Tomorrow	
  




Hardware	
         Language	
        Smarter	
  
 Support	
          Support	
       Run$mes	
  
?
                         an         !



                     Hector	
  Scheme	
  




ActPigoo	
     ContextSTM	
  
PPP:	
  Parallel	
  Programming	
  GrouP	
  



                   Bruno             Pascal                Tom
                  De Fraine         Costanza            Van Cutsem



Theo D’Hondt


               Charlotte        Joeri          Stefan         Yves
                Herzeel       De Koster         Marr       Vandriessche

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The Price of the Free Lunch: Programming in the Multicore Era