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                           <rdf:li><rdf:Description xmpDM:name="2k Factorial Designs Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="These slides are available on-line at: http://www.cse.wustl.edu/~jain/cse567-17/" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Overview 22 Factorial Designs Model Computation of Effects Sign Table Method Allocation of Variation General 2k Factorial Designs" xmpDM:startTime="10900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Factorial Designs k factors, each at two levels." xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Easy to analyze." xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Helps in sorting out impact of factors." xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Good at the beginning of a study." xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Valid only if the effect is unidirectional." xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="E.g.," xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="memory size, the number of disk drives" xmpDM:startTime="34933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs Two factors, each at two levels." xmpDM:startTime="130133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="130133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="181267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="181267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="181267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs Two factors, each at two levels." xmpDM:startTime="185067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="185067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="187600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="187600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="187600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs Two factors, each at two levels." xmpDM:startTime="354167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="354167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="434267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="434267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="434267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="463667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="466133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="466133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="466133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs Two factors, each at two levels." xmpDM:startTime="480567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="480567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="488667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="488667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="488667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="505000" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="555933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="555933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="555933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Notice: qA = Column A £ Column y qB = Column B £ Column y TP_tmp" xmpDM:startTime="556033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="556033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="558567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="558567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="558567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="559467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="561600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="561600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="561600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="571033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="587600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="587600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="587600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Notice: qA = Column A £ Column y qB = Column B £ Column y TP_tmp" xmpDM:startTime="640233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="640233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="731467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="731467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="731467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="731700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="731933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="731933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="731933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs Two factors, each at two levels." xmpDM:startTime="803067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="803067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model Interpretation: Mean performance = 40 MIPS Effect of memory = 20 MIPS; Effect of cache = 10 MIPS Interaction" xmpDM:startTime="838633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="between memory and cache = 5 MIPS." xmpDM:startTime="838633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="838633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects TP_tmp TP_tmp" xmpDM:startTime="839233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Solution: Notice that effects are linear combinations of responses." xmpDM:startTime="841900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sum of the coefficients is zero  contrasts." xmpDM:startTime="841900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="841900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects (Cont) Notice: qA = Column A £ Column y qB = Column B £ Column y TP_tmp" xmpDM:startTime="842933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp TP_tmp" xmpDM:startTime="842933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sign Table Method TP_tmp" xmpDM:startTime="849100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Importance of a factor = proportion of the variation explained For a 22 design: Variation due to" xmpDM:startTime="964800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A = SSA = 22 qA2 Variation due to B = SSB = 22 qB2 Variation due to interaction =" xmpDM:startTime="964800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="SSAB = 22 qAB2 Fraction explained by A = Variation ¹ Variance TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="964800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation Model: Notice The sum of entries in each column is zero: The sum of the squares of entries in" xmpDM:startTime="1118900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="each column is 4: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1118900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) The columns are orthogonal (inner product of any two columns is zero): TP_tmp" xmpDM:startTime="1164567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) TP_tmp" xmpDM:startTime="1168333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) Variation of y TP_tmp" xmpDM:startTime="1169433" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1170200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1170200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1170200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) Variation of y TP_tmp" xmpDM:startTime="1204167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) TP_tmp" xmpDM:startTime="1204433" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) The columns are orthogonal (inner product of any two columns is zero): TP_tmp" xmpDM:startTime="1204800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation Model: Notice The sum of entries in each column is zero: The sum of the squares of entries in" xmpDM:startTime="1205033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="each column is 4: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1205033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Importance of a factor = proportion of the variation explained For a 22 design: Variation due to" xmpDM:startTime="1205267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A = SSA = 22 qA2 Variation due to B = SSB = 22 qB2 Variation due to interaction =" xmpDM:startTime="1205267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="SSAB = 22 qAB2 Fraction explained by A = Variation ¹ Variance TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1205267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sign Table Method TP_tmp" xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Importance of a factor = proportion of the variation explained For a 22 design: Variation due to" xmpDM:startTime="1224033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A = SSA = 22 qA2 Variation due to B = SSB = 22 qB2 Variation due to interaction =" xmpDM:startTime="1224033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="SSAB = 22 qAB2 Fraction explained by A = Variation ¹ Variance TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1224033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation Model: Notice The sum of entries in each column is zero: The sum of the squares of entries in" xmpDM:startTime="1224233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="each column is 4: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1224233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) The columns are orthogonal (inner product of any two columns is zero): TP_tmp" xmpDM:startTime="1224400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) TP_tmp" xmpDM:startTime="1224533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) Variation of y TP_tmp" xmpDM:startTime="1224700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1225033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1225033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1225033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1:" xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Nets Memory interconnection networks: Omega and Crossbar." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory reference patterns: Random and Matrix Fixed factors: Number of processors was fixed at 16." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Queued requests were not buffered but blocked." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Circuit switching instead of packet switching." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Random arbitration instead of round robin." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Infinite interleaving of memory  no memory bank contention." xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1225333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1226567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1226567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1226567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) Variation of y TP_tmp" xmpDM:startTime="1476867" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) TP_tmp" xmpDM:startTime="1477133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) The columns are orthogonal (inner product of any two columns is zero): TP_tmp" xmpDM:startTime="1477333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation Model: Notice The sum of entries in each column is zero: The sum of the squares of entries in" xmpDM:startTime="1477833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="each column is 4: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1477833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation Importance of a factor = proportion of the variation explained For a 22 design: Variation due to" xmpDM:startTime="1478300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A = SSA = 22 qA2 Variation due to B = SSB = 22 qB2 Variation due to interaction =" xmpDM:startTime="1478300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="SSAB = 22 qAB2 Fraction explained by A = Variation ¹ Variance TP_tmp TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1478300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation Model: Notice The sum of entries in each column is zero: The sum of the squares of entries in" xmpDM:startTime="1506233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="each column is 4: TP_tmp TP_tmp TP_tmp" xmpDM:startTime="1506233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) The columns are orthogonal (inner product of any two columns is zero): TP_tmp" xmpDM:startTime="1506500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) TP_tmp" xmpDM:startTime="1506700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont) Variation of y TP_tmp" xmpDM:startTime="1506933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1507167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1507167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1507167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1:" xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Nets Memory interconnection networks: Omega and Crossbar." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory reference patterns: Random and Matrix Fixed factors: Number of processors was fixed at 16." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Queued requests were not buffered but blocked." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Circuit switching instead of packet switching." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Random arbitration instead of round robin." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Infinite interleaving of memory  no memory bank contention." xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1507600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1508833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1508833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1508833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1:" xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Nets Memory interconnection networks: Omega and Crossbar." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory reference patterns: Random and Matrix Fixed factors: Number of processors was fixed at 16." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Queued requests were not buffered but blocked." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Circuit switching instead of packet switching." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Random arbitration instead of round robin." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Infinite interleaving of memory  no memory bank contention." xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1510267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks TP_tmp TP_tmp" xmpDM:startTime="1510433" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results TP_tmp" xmpDM:startTime="1512167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="General 2k Factorial Designs k factors at two levels each." xmpDM:startTime="1512400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k experiments." xmpDM:startTime="1512400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k effects: TP_tmp" xmpDM:startTime="1512400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results TP_tmp" xmpDM:startTime="1514233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks TP_tmp TP_tmp" xmpDM:startTime="1519100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1:" xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Nets Memory interconnection networks: Omega and Crossbar." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory reference patterns: Random and Matrix Fixed factors: Number of processors was fixed at 16." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Queued requests were not buffered but blocked." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Circuit switching instead of packet switching." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Random arbitration instead of round robin." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Infinite interleaving of memory  no memory bank contention." xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1525200" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1526767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Memory-cache study: Total variation= 2100 Variation due to Memory = 1600 (76%) Variation due to cache = 400 (19%) Variation" xmpDM:startTime="1526767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="due to interaction = 100 (5%) TP_tmp TP_tmp" xmpDM:startTime="1526767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1:" xmpDM:startTime="1528633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Nets Memory interconnection networks: Omega and Crossbar." 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Networks TP_tmp TP_tmp" xmpDM:startTime="1572633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results TP_tmp" xmpDM:startTime="1635267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks TP_tmp TP_tmp" xmpDM:startTime="1727000" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results TP_tmp" xmpDM:startTime="1757467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks TP_tmp TP_tmp" xmpDM:startTime="1772067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results TP_tmp" xmpDM:startTime="1776833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="General 2k Factorial Designs k factors at two levels each." xmpDM:startTime="1835133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k experiments." xmpDM:startTime="1835133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k effects: TP_tmp" xmpDM:startTime="1835133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example Three factors in designing a machine: Cache size Memory size Number of processors TP_tmp D:\p\TP_tmp.emf" xmpDM:startTime="1856500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1856500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example (cont) TP_tmp TP_tmp" xmpDM:startTime="1951500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analysis of 2k Design Number of Processors (C) is the most important factor." xmpDM:startTime="2050400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="2050400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Summary 2k design allows k factors to be studied at two levels each Can compute main effects and all multi-factors" xmpDM:startTime="2165767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="interactions Easy computation using sign table method Easy allocation of variation using squares of effects" xmpDM:startTime="2165767" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2198100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analyze the 23 design: Quantify main effects and all interactions." xmpDM:startTime="2198100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Quantify percentages of variation explained." xmpDM:startTime="2198100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sort the variables in the order of decreasing importance." xmpDM:startTime="2198100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="2198100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Homework 17 Modified Exercise 17.1" xmpDM:startTime="2224633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analyze the 23 design: Quantify main effects and all interactions." xmpDM:startTime="2224633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Quantify percentages of variation explained." xmpDM:startTime="2224633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sort the variables in the order of decreasing importance." xmpDM:startTime="2224633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="2224633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2231533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analyze the 23 design: Quantify main effects and all interactions." xmpDM:startTime="2231533" 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xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="interactions Easy computation using sign table method Easy allocation of variation using squares of effects" xmpDM:startTime="2278300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analysis of 2k Design Number of Processors (C) is the most important factor." xmpDM:startTime="2278533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="TP_tmp" xmpDM:startTime="2278533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example (cont) TP_tmp TP_tmp" xmpDM:startTime="2279100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example Three factors in designing a machine: Cache size Memory size Number of processors TP_tmp D:\p\TP_tmp.emf" xmpDM:startTime="2279367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="2279367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description 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tscDM:imageoffset="0" tscDM:imagerect="675, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model" xmpDM:startTime="466133" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="10" tscDM:imageoffset="0" tscDM:imagerect="750, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs" xmpDM:startTime="480567" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="11" tscDM:imageoffset="0" tscDM:imagerect="825, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model" xmpDM:startTime="488667" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="12" tscDM:imageoffset="0" tscDM:imagerect="900, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects" xmpDM:startTime="505000" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="13" tscDM:imageoffset="0" tscDM:imagerect="975, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="555933" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="14" tscDM:imageoffset="0" tscDM:imagerect="1050, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="556033" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="15" tscDM:imageoffset="0" tscDM:imagerect="1125, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="558567" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="16" tscDM:imageoffset="0" tscDM:imagerect="1200, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects" xmpDM:startTime="559467" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="17" tscDM:imageoffset="0" tscDM:imagerect="1275, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="561600" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="18" tscDM:imageoffset="0" tscDM:imagerect="1350, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects" xmpDM:startTime="571033" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="19" tscDM:imageoffset="0" tscDM:imagerect="1425, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="587600" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="20" tscDM:imageoffset="0" tscDM:imagerect="1500, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="640233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="21" tscDM:imageoffset="0" tscDM:imagerect="1575, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="731467" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="22" tscDM:imageoffset="0" tscDM:imagerect="1650, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects" xmpDM:startTime="731700" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="23" tscDM:imageoffset="0" tscDM:imagerect="1725, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model" xmpDM:startTime="731933" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="24" tscDM:imageoffset="0" tscDM:imagerect="1800, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Factorial Designs" xmpDM:startTime="803067" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="25" tscDM:imageoffset="0" tscDM:imagerect="1875, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Model" xmpDM:startTime="838633" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="26" tscDM:imageoffset="0" tscDM:imagerect="1950, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Computation of Effects" xmpDM:startTime="839233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="27" tscDM:imageoffset="0" tscDM:imagerect="2025, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="841900" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="28" tscDM:imageoffset="0" tscDM:imagerect="2100, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="        Computation of Effects (Cont)" xmpDM:startTime="842933" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="29" tscDM:imageoffset="0" tscDM:imagerect="2175, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sign Table Method" xmpDM:startTime="849100" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="30" tscDM:imageoffset="0" tscDM:imagerect="2250, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="964800" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="31" tscDM:imageoffset="0" tscDM:imagerect="2325, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation" xmpDM:startTime="1118900" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="32" tscDM:imageoffset="0" tscDM:imagerect="2400, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1164567" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="33" tscDM:imageoffset="0" tscDM:imagerect="2475, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1168333" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="34" tscDM:imageoffset="0" tscDM:imagerect="2550, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1169433" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="35" tscDM:imageoffset="0" tscDM:imagerect="2625, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1170200" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="36" tscDM:imageoffset="0" tscDM:imagerect="2700, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1204167" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="37" tscDM:imageoffset="0" tscDM:imagerect="2775, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1204433" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="38" tscDM:imageoffset="0" tscDM:imagerect="2850, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1204800" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="39" tscDM:imageoffset="0" tscDM:imagerect="2925, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation" xmpDM:startTime="1205033" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="40" tscDM:imageoffset="0" tscDM:imagerect="3000, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="1205267" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="41" tscDM:imageoffset="0" tscDM:imagerect="3075, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sign Table Method" xmpDM:startTime="1205533" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="42" tscDM:imageoffset="0" tscDM:imagerect="3150, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="1224033" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="43" tscDM:imageoffset="0" tscDM:imagerect="3225, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation" xmpDM:startTime="1224233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="44" tscDM:imageoffset="0" tscDM:imagerect="3300, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1224400" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="45" tscDM:imageoffset="0" tscDM:imagerect="3375, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1224533" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="46" tscDM:imageoffset="0" tscDM:imagerect="3450, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1224700" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="47" tscDM:imageoffset="0" tscDM:imagerect="3525, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1225033" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="48" tscDM:imageoffset="0" tscDM:imagerect="3600, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1: Interconnection Nets" xmpDM:startTime="1225333" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="49" tscDM:imageoffset="0" tscDM:imagerect="3675, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1226567" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="50" tscDM:imageoffset="0" tscDM:imagerect="3750, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1476867" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="51" tscDM:imageoffset="0" tscDM:imagerect="3825, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1477133" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="52" tscDM:imageoffset="0" tscDM:imagerect="3900, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1477333" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="53" tscDM:imageoffset="0" tscDM:imagerect="3975, 0, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation" xmpDM:startTime="1477833" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="54" tscDM:imageoffset="0" tscDM:imagerect="50, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Allocation of Variation" xmpDM:startTime="1478300" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="55" tscDM:imageoffset="0" tscDM:imagerect="125, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation" xmpDM:startTime="1506233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="56" tscDM:imageoffset="0" tscDM:imagerect="200, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1506500" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="57" tscDM:imageoffset="0" tscDM:imagerect="275, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1506700" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="58" tscDM:imageoffset="0" tscDM:imagerect="350, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Derivation (Cont)" xmpDM:startTime="1506933" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="59" tscDM:imageoffset="0" tscDM:imagerect="425, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1507167" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="60" tscDM:imageoffset="0" tscDM:imagerect="500, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1: Interconnection Nets" xmpDM:startTime="1507600" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="61" tscDM:imageoffset="0" tscDM:imagerect="575, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1508833" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="62" tscDM:imageoffset="0" tscDM:imagerect="650, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1: Interconnection Nets" xmpDM:startTime="1510267" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="63" tscDM:imageoffset="0" tscDM:imagerect="725, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks" xmpDM:startTime="1510433" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="64" tscDM:imageoffset="0" tscDM:imagerect="800, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results" xmpDM:startTime="1512167" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="65" tscDM:imageoffset="0" tscDM:imagerect="875, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="General 2k Factorial Designs" xmpDM:startTime="1512400" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="66" tscDM:imageoffset="0" tscDM:imagerect="950, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results" xmpDM:startTime="1514233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="67" tscDM:imageoffset="0" tscDM:imagerect="1025, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks" xmpDM:startTime="1519100" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="68" tscDM:imageoffset="0" tscDM:imagerect="1100, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1: Interconnection Nets" xmpDM:startTime="1525200" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="69" tscDM:imageoffset="0" tscDM:imagerect="1175, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Example 17.2" xmpDM:startTime="1526767" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="70" tscDM:imageoffset="0" tscDM:imagerect="1250, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Case Study 17.1: Interconnection Nets" xmpDM:startTime="1528633" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="71" tscDM:imageoffset="0" tscDM:imagerect="1325, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks" xmpDM:startTime="1572633" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="72" tscDM:imageoffset="0" tscDM:imagerect="1400, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results" xmpDM:startTime="1635267" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="73" tscDM:imageoffset="0" tscDM:imagerect="1475, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks" xmpDM:startTime="1727000" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="74" tscDM:imageoffset="0" tscDM:imagerect="1550, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results" xmpDM:startTime="1757467" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="75" tscDM:imageoffset="0" tscDM:imagerect="1625, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="22 Design for Interconnection Networks" xmpDM:startTime="1772067" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="76" tscDM:imageoffset="0" tscDM:imagerect="1700, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Interconnection Networks Results" xmpDM:startTime="1776833" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="77" tscDM:imageoffset="0" tscDM:imagerect="1775, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="General 2k Factorial Designs" xmpDM:startTime="1835133" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="78" tscDM:imageoffset="0" tscDM:imagerect="1850, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example" xmpDM:startTime="1856500" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="79" tscDM:imageoffset="0" tscDM:imagerect="1925, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example (cont)" xmpDM:startTime="1951500" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="80" tscDM:imageoffset="0" tscDM:imagerect="2000, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analysis of 2k Design" xmpDM:startTime="2050400" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="81" tscDM:imageoffset="0" tscDM:imagerect="2075, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Summary" xmpDM:startTime="2165767" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="82" tscDM:imageoffset="0" tscDM:imagerect="2150, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2198100" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="83" tscDM:imageoffset="0" tscDM:imagerect="2225, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Homework 17" xmpDM:startTime="2224633" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="84" tscDM:imageoffset="0" tscDM:imagerect="2300, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2231533" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="85" tscDM:imageoffset="0" tscDM:imagerect="2375, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Homework 17" xmpDM:startTime="2247067" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="86" tscDM:imageoffset="0" tscDM:imagerect="2450, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2278067" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="87" tscDM:imageoffset="0" tscDM:imagerect="2525, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Summary" xmpDM:startTime="2278300" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="88" tscDM:imageoffset="0" tscDM:imagerect="2600, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analysis of 2k Design" xmpDM:startTime="2278533" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="89" tscDM:imageoffset="0" tscDM:imagerect="2675, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example (cont)" xmpDM:startTime="2279100" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="90" tscDM:imageoffset="0" tscDM:imagerect="2750, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example" xmpDM:startTime="2279367" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="91" tscDM:imageoffset="0" tscDM:imagerect="2825, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2k Design Example (cont)" xmpDM:startTime="2280367" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="92" tscDM:imageoffset="0" tscDM:imagerect="2900, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Analysis of 2k Design" xmpDM:startTime="2364500" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="93" tscDM:imageoffset="0" tscDM:imagerect="2975, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Summary" xmpDM:startTime="2365100" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="94" tscDM:imageoffset="0" tscDM:imagerect="3050, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exercise 17.1" xmpDM:startTime="2366233" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="95" tscDM:imageoffset="0" tscDM:imagerect="3125, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Homework 17" xmpDM:startTime="2366967" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="96" tscDM:imageoffset="0" tscDM:imagerect="3200, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Scan This to Download These Slides" xmpDM:startTime="2368000" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="97" tscDM:imageoffset="0" tscDM:imagerect="3275, 56, 75, 56"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Homework 17" xmpDM:startTime="2373133" tscDM:image="k_172kd_Thumbnails.png" tscDM:imageindex="98" tscDM:imageoffset="0" tscDM:imagerect="3350, 56, 75, 56"/></rdf:li></rdf:Seq>
                     </xmpDM:markers>
                  </rdf:Description>
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         </xmpDM:Tracks>
         <tscDM:controller>
            <rdf:Description xmpDM:name="tscplayer">
               <tscDM:parameters>
                  <rdf:Bag>
                     <rdf:li xmpDM:name="autohide" xmpDM:value="true"/><rdf:li xmpDM:name="autoplay" xmpDM:value="false"/><rdf:li xmpDM:name="loop" xmpDM:value="false"/><rdf:li xmpDM:name="searchable" xmpDM:value="true"/><rdf:li xmpDM:name="captionsenabled" xmpDM:value="false"/><rdf:li xmpDM:name="sidebarenabled" xmpDM:value="false"/><rdf:li xmpDM:name="unicodeenabled" xmpDM:value="false"/><rdf:li xmpDM:name="backgroundcolor" xmpDM:value="000000"/><rdf:li xmpDM:name="sidebarlocation" xmpDM:value="left"/><rdf:li xmpDM:name="endaction" xmpDM:value="stop"/><rdf:li xmpDM:name="endactionparam" xmpDM:value="true"/><rdf:li xmpDM:name="locale" xmpDM:value="en-US"/></rdf:Bag>
               </tscDM:parameters>
               <tscDM:controllerText>
                  <rdf:Bag>
                  </rdf:Bag>
               </tscDM:controllerText>
            </rdf:Description>
         </tscDM:controller>
         <tscDM:contentList>
            <rdf:Description>
               <tscDM:files>
                  <rdf:Seq>
                     <rdf:li xmpDM:name="0" xmpDM:value="k_172kd.mp4"/><rdf:li xmpDM:name="1" xmpDM:value="k_172kd_First_Frame.png"/><rdf:li xmpDM:name="2" xmpDM:value="k_172kd_Thumbnails.png"/></rdf:Seq>
               </tscDM:files>
            </rdf:Description>
         </tscDM:contentList>
      </rdf:Description>
   </rdf:RDF>
</x:xmpmeta>