!"#$%&'()*+!,-,#")-".+/-%0("1+2.$3+4##"11+-$+ 5,.*"6/#,'"+4&&'(#,7$)18++ 4+9$0"'()*+4&&.$,#:+2$.+/-$.,*"+;$.<'$,01+
!!"#$%&'()*+,*-&./0&1233&&
- - PowerPoint PPT Presentation
!"#$%&'()*+!,-,#")-".+/-%0("1+2.$3+4##"11+-$+ 5,.*"6/#,'"+4&&'(#,7$)18++ 4+9$0"'()*+4&&.$,#:+2$.+/-$.,*"+;$.<'$,01+ !!"#$%&'()*+,*-&. /0 &1233&&
!!"#$%&'()*+,*-&./0&1233&&
9$0"'+ 9$0"'+ 9$0"'+
!"#$%&'()*#+,"")'-./,0'$+'1+)#,2+ ,""2.*,0'$&+ 34,0&0*,2+/'5#2&+'1+)#,2+,""2.*,0'$&+ = >.$18+?"1"3@'"1+,#-%,'+,&&'(#,7$)1+ = >.$18+A,)+3$0(2B+-:"+%)0".'B()*+:,.0C,."+ D A$)18+E$-+"F,#-+3,-#:+-$+.",'+!A+ ,&&'(#,7$)1+ = >.$18+G.,()"0+$)+.",'+,&&1+H+3$."+ ."&."1")-,7I"+ D A$)18+J,.0C,."+,)0+A$0"+0"&")0")-+ D A$)18+9,)B+&,.,3"-".1K0"&")0")#("1+
4&&+ 4&&+ 4&&+ A$''"#-+3",1%."3")-1+ L1".+ M":,I($.+ 9$0"'+ 4#-%,'+ ,&&1+ ?",'+ J;+ A$''"#-+-.,#"1N+3,<"+3$0"'+ A$''"#-+3",1%."3")-1+ 4&&+ 4&&+ 4&&+ ?",'+,&&1+ $)+.",'+ 0,-,+ #")-".+ ?%)+$)+ 1(3(',.+ J;+
9$0"'+ 9$0"'+ 9$0"'+
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
4
! O)-.$0%#7$)+ ! 9$0"'()*+P+Q")".,7$)+R.,3"C$.<+ ! S,'(0,7$)+ ! !"#$%&'()*+/-$.,*"+,)0+4&&+/"3,)7#1+ ! L1"+A,1"1+
! R%-%."+;$.<+
5
" 7',2++ ! 34,0&0*,2+/'5#2+2$.+@,#<")0+7".+$2+!A+,&&1+P+,##%.,-"+8#$#),0'$+4''2+ " 9'0:,0'$+ ! ?"&',B()*+,&&'(#,7$)1+()+3,)B+1-$.,*"+#$)T*%.,7$)1+(1+./"),*0*,2+ ! !A+,&&'(#,7$)1+$'4+&%@'(#'B+,:,.2,;2#++ ! /-$.,*"+1B1-"38+<=%>=?+$2+!A+@'A#)BCD!++ " @).')+E')F+ ! !$"1+)$-+#,&-%."+<"B+C$.<'$,0+2",-%."1+U"V*VN+1&,7,'K-"3&$.,'+'$#,'(-BW+
6
" 9#4G'5'2'8H+ ! G.,#"+-")+.",'+',.*"61#,'"+9(#.$1$X+,&&'(#,7$)1++ ! G.,()+,+1-,717#,'+3$0"'+ ! !"I"'$&+-$$'+-:,-+*")".,-"1+OKY+."Z%"1-1+@,1"0+$)+-:"+3$0"'+ ! S,'(0,-"+2.,3"C$.<+U3$0"'+,)0+-$$'W++ ! L1"+2.,3"C$.<+2$.+&".2$.3,)#"K"[#(")#B+1-$.,*"+1-%0("1+ " I#&(24&+ ! J#&&+4G,$+K?+5#:.,0'$+;#4A##$+').8.$,2+L+&H$4G#0*+A')F2',5+ ! M#4,.2#5+,""2.*,0'$+*G,),*4#).N,0'$+ ! M#*'("2#5+&4'),8#+,*0:.4H+1)'/+,""+&#/,$0*&+ ! O**(),4#+")#5.*0'$&+'1+&4'),8#+&4(5.#&+"#)1')/,$*#+;#$#P4+
7
" @)';,;.2.&0*+34,4#+M.,8),/&Q+
! 34,4#8+M'$#<+.,)*"+$)+0(1<U1W+ ! C),$&.0'$8+>.$@,@('(-B+$2++
+#:,)*()*+@'$#<+.,)*"1+
! 34,4&8+.0KC.N+.)0K1"ZN+@'$#<++
+++++1(\"N+()-".6,..(I,'+73"+
+U?"2".")#"8+/V/,)<,.+"-+,'V+UOO/;A+]^^_WW+
RS+)5+I$5+>TUK/&+UUTV?+
8
" !$#+')+9(20"2#+J#:#2&+
! J(".,.#:(#,'+."&."1")-,7$)+ ! L1".+0"T)"0+'"I"'+$2+
*.,)%',.(-B+
9 ! OY9"-".8+3$1-+C"''6<)$C)+$&")61$%.#"+OKY+C$.<'$,0+*")".,-$.+ ! !(1</&08+C$.<'$,0+*")".,-$.+3,()-,()"0+@B+-:"+C()0$C1+1".I".+&".2+-",3++
++++++W+3$."+()+0"2.,*3")-,7$)+%1"+#,1"+
X of Y#,4()#&+ Z!9#4#)+ M.&F3"5+ O)-".64..(I,'+G(3"1+U1-,7#+$.+0(1-.(@%7$)W+ #+ $+ O)-")1(-B+`)$@+ #+ $+ /&,7,'+5$#,'(-B+ #+ $+ G"3&$.,'+5$#,'(-B+ #+ $+ Q.,)%',.+!"-,('+$2+OKY+>,a".)+ #+ $+ O)0(I(0%,'+R('"+4##"11"1b+ #+ $+
10
" Z$4#)%,)).:,2+0/#&+[+!(4&4,$5.$8+ZB!&\\++
! Z$4#)%,)).:,2+0/#&8+>.$&".-B+$2+-:"+C$.<'$,0+ ! !(4&4,$5.$8+ZB!&8+>.$&".-B+$2+1B1-"3+Z%"%"1++ ! /#,'()*+()-".6,..(I,'+73"1+$2+()0"&")0")-+."Z%"1-1+cd+3$."+()-")1"+C$.<'$,0+
" @)#:.'(&+A')F+)#2.#&+'$+'(4&4,$5.$8+ZB!&+ " M.&F3"5Q+C./#+5.&4).;(0'$&+UTF"0N+)$.3,'N+"F&$)")7,'N+>$(11$)N+Q,33,W+
" e,#:+-.,)1(7$)+:,1+,+!"#$%&'($)*"!N+(V"VN+,+&.$&$.7$)+$2+,##"11"1+
#$.."1&$)0()*+-$+-:,-+-.,)1(7$)++
! G:.",0+C"(*:-1+,."+3,()-,()"0+@$-:+$I".+1:$.-+73"+()-".I,'1+,)0+,#.$11+-:"+
C$.<'$,0f1+.%)+
11
J#:#2&]]+%^+Z$1')/,0'$]]+%^+9'5#2+D'/"2#-.4H]]+
>.$&$1"+G.#),)*G.*,2+.,-:".+-:,)+_,4+3$0"'8++
" A:$$1"+'"0/,2+$(/;#)+'1+&4,4#&+"#)+2#:#2++
+++++U3()(3(\"+()-".61-,-"+-.,)1(7$)+&.$@,@('(7"1W+
" A:$$1"+'"0/,2+$(/;#)+'1+2#:#2&+2$.+",#:++
+++++,&&+Ug+]h+#:,)*"+()+OY>/W+
" /&,7,'+'$#,'(-B+A.4G.$+1-,-"1+.,-:".+-:,)+,*)'&&+1-,-"1+ " !(i".")#"+()+&".2$.3,)#"+@"-C"")+_,4+,)0+G.#),)*G.*,2+3$0"'+(1++
+++++2#&&+4G,$+K?+
" ?"0%#"+3$0"'+#$3&'"F(-B++@B+``?+.$+4),$&.0'$+*'($4+
12
" /#,'"+()-".6,..(I,'+73"1+-$+"3%',-"+3$."+()-")1(I"+C$.<'$,01+ " eI,'%,7$)+$2+2,1-".+1-$.,*"+1B1-"31N+"V*VN+//!6@,1"0+1B1-"31+ " +,,-./012,8++
! 9$1-+."Z%"1-1+()+!A+,&&1+#$3"+2.$3+0(i".")-+%1".1+U()0"&")0")-+OK
Y1WN+1$+1#,'()*+()-".6,..(I,'+73"1+(1+-:"+"F&"#-"0+@":,I($.+()+-:"+2,1-".+ 1B1-"3++
! G:"+,&&'(#,7$)+(1+)$-+."-%)"0+2$.+-:"+2,1-".+1B1-"3+U1&,7,'+'$#,'(-BN+OK
Y+2",-%."1+."3,()+#$)1-,)-W+H+3,B+."Z%(."+."#$)1(0".,7$)++
13
UT
@)'5(*0'$+MD+C),*#&+4'+34'),8#+ZB!+9'5#2&+
OV
A$''"#-+-.,#"1+2.$3+&.$0%#7$)+1".I".1+$2+,+.",'+!A+0"&'$B3")-++
ZZT
aCE+Q+a:#$4+C),*.$8+1')+E.$5'A&+
OV
M'$#<+$i1"-N+M'$#<+1(\"N+GB&"+$2+OKY+
OOV
R('"+),3"N+E%3@".+$2+-:.",0+
OOOV
j++
OOOV
Q")".,-"+-:"+&4'),8#+A')F2',5+/'5#2+A.4G+'$#+')+/(20"2#+2#:#2&++Uk95+ 2$.3,-W+
<T
34'),8#+ZB!+9'5#2&+4'+3H$4G#0*+34'),8#+E')F2',5&++
OV
Q(I"+-:"+1-,-"+0(,*.,3+3$0"'+,1+,)+()&%-+-$+!(1</&0+-$+*")".,-"+-:"+1B)-:"7#+OK Y+'$,0V++
OOV
L1"+1B)-:"7#+C$.<'$,01+2$.+&".2$.3,)#"N+&$C".N+#$1-6$&73(\,7$)+1-%0("1V++
14
! E')F2',5&+L+!).8.$,2+C),*#&Q+
! C),*#+D'22#*0'$+,)0+b,2.5,0'$+a-"#)./#$4&8++
! /".I".+>.$I(1($)"0+2$.+/l56@,1"0+,&&'(#,7$)18++
! m+#$."1N+]V]nQJ\+ ! G$-,'+1-$.,*"8+<T>Cc+dMM+
! 33M+D,*G.$8+,)0+Z!9#4#)+:&T+M.&F3"5+D'/",).&'$8+
! /".I".+C(-:+//!+#,#:"18+
! o]+#$."1N+]V]pQJ\+ ! G$-,'+1-$.,*"8+>TUCc+dMM+]+R-V7c+33M+
15
" A$3&,."+1-,717#1+2.$3+$.(*(),'+,&&+-$+1-,717#1+2.$3+*")".,-"0+'$,0+
! 9$0"'1+0"I"'$&"0+%1()*+]q:+-.,#"1+,)0+3%'7&'"+'"I"'1+
" /B)-:"7#+C$.<'$,01+.,)+$)+,&&.$&.(,-"+0(1<+0.(I"1+U'$*+OKY+-$+5$*+0.(I"N+/l5+
Z%".("1+-$+J8+0.(I"W++
+G,@'"8+++++OKY+R",-%."1+H+>".2$.3,)#"+9"-.(#1+A$3&,.(1$)+2$.+9"11")*".+ 9#4).*&+ !).8.$,2+E')F2',5+ 3H$4G#0*+E')F2',5+ b,).,0'$+ I5QE)+I,0'+
^h+ I,$5'/+?++ mrVnph+ m]Vsoh+ 6oVrmh+ c2'*F+3.N#+M.&4)T++ m`UmphW+nq`+UpVqhW+ m`+UmmhW+nq`+UpVmhW+ ^Vrrh+ CG)#,5+E#.8G4&+ GoUo_hW+G]UooVnhW+ GoUo_hW+G]UooVnmhW+ ^h6^V^sh+ O:8T+Z$4#)%,)).:,2+C./#+ qVnr31+ qVpm31+ rVoh+ CG)'(8G"(4+eZ!@3f+ ]ssVoq+ ]nrV]p+ rVoh+ 9#,$+J,4#$*H+ mV^_31+ mVqm31+ qVmh+
16
" A$3&,."+1-,717#1+2.$3+$.(*(),'+,&&+-$+1-,717#1+2.$3+*")".,-"0+'$,0+
! 9$0"'1+0"I"'$&"0+%1()*+]q:+-.,#"1+,)0+3%'7&'"+'"I"'1+
" /B)-:"7#+C$.<'$,01+.,)+$)+,&&.$&.(,-"+0(1<+0.(I"1+U'$*+OKY+-$+5$*+0.(I"N+/l5+
Z%".("1+-$+J8+0.(I"W++
J#&&+4G,$+K?+5.g#)#$*#+.$+4G)'(8G"(4+
^+ s^+
]^^+ ]s^+ r^^+ rs^+ q^^+ qs^+ s^^+
9"11")*".+ /",.#:+ e3,('+ L1".+ A$)-")-+ !6>.$#"11+!(1&',B+401+ G>AA+ G>Ae+ G>AJ+ eF#:,)*"+
Z!@3+
3H$4G#0*+E')F2',5+ Y.(*(),'+G.,#"+ /B)-:"7#+G.,#"+
U+2#:#2+ U+2#:#2+ <+2#:#2&+ >+2#:#2&+ U+2#:#2+ >+2#:#2&+ <+2#:#2&+ <+2#:#2&+ <+2#:#2&+ U+2#:#2+ :100 :100 :100
17
" !"0/,2+$(/;#)+'1+2#:#2&8+R(.1-+'"I"'+,X".+C:(#:+'"11+-:,)+]h+0(i".")#"+()+
OY>/V++
^+
]^^+ r^^+ q^^+ s^^+ n^^+ p^^+
9"11")*".+ /",.#:+ e3,('+ L1".+ A$)-")-+ !6>.$#"11+ !(1&',B+401+ G>AA+ G>Ae+ G>AJ+ eF#:,)*"+
Z!@3+ 3H$4G#0*+E')F2',5+
]+'"I"'1+ r+'"I"'1+ q+'"I"'1+ s+'"I"'1+
:100 :100 :100
18
" S".(2B+-:"+,##%.,#B+()+1-$.,*"+,#7I(-B+t%#-%,7$)+
J#&&+4G,$+K?+5.g#)#$*#+.$+4G)'(8G"(4+.$+/'&4+.$4#):,2&+,$5+'$+,:#),8#+
^+ s^+
]^^+ ]s^+ r^^+ rs^+ q^^+ qs^+ s^^+
CG)'(8G"(4+eZ!@3f+ C./#+
Y.(*(),'+;$.<'$,0+ /B)-:"7#+;$.<'$,0+
19
" L1"+-:"+3$0"'+-$+#,-"*$.(\"+,)0+#:,.,#-".(\"+1-$.,*"+,#7I(-B+&".+-:.",0++ " R('-".+OKY+."Z%"1-1+&".+-:.",0+,)0+#,-"*$.(\"+@,1"0+$)8++ ! R%)#7$),'(-B+U!,-,K5$*+-:.",0W+ ! O)-")1(-B+U2."Z%")-K()2."Z%")-+."Z%"1-1W+ ! 4#7I(-B+t%#-%,7$)+U#$)1-,)-K:(*:+."Z%"1-+.,-"+t%#-%,7$)W+
+ +++++++++++++++@#)+CG)#,5+DG,),*4#).N,0'$+1')+9#&&#$8#)+
Thread Type+ Functionality Intensity Fluctuation Weight+ Total+ !,-,+P+5$*+ J(*:+ J(*:+
Data #0+ !,-,+ J(*:+ J(*:+ ^Vq]+ Data #1+ !,-,+ J(*:+ 5$C+ ^V]p+ Data #2+ !,-,+ 5$C+ J(*:+ ^Vor+ Data #3+ !,-,+ 5$C+ 5$C+ ^Vom+ Log #4+ 5$*+ J(*:+ 5$C+ se6r+ Log #5+ 5$*+ 5$C+ J(*:+ qe6q+
20
! ?",11"3@'"+-:"+C$.<'$,0+2.$3+-:"+-:.",0+-B&"18++ ! ?"#.",-"+#$.."#-+3(F+$2+-:.",01+U-B&"1+P+.,7$1W+6d+1,3"+1-$.,*"+,#7I(-B+,1+$.(*(),'+
,&&'(#,7$)+A.4G'(4+."Z%(.()*+<)$C'"0*"+$)+,&&'(#,7$)+1"3,)7#1++
! M#*'("2#&+&4'),8#+&4(5.#&+1)'/+,""2.*,0'$+&#/,$0*&+
^+ s^+
]^^+ ]s^+ r^^+ rs^+ q^^+ qs^+ s^^+
x 8 x 13 x 33 x 45 x 17 x 20
Data #0 Data #1 Data #2 Data #3 Log #4 Log #5
21
! D'/",).&'$+'1+"#)1')/,$*#+/#4).*&+.$+.5#$0*,2+&./"2#+4#&4&+e$'+&",0,2+
2'*,2.4Hf+
+++++++++++++++++J#&&+4G,$+>TR?+5.g#)#$*#+.$+4G)'(8G"(4+.$+,22+*,&#&++ C#&4+D'$P8(),0'$+ Z!9#4#)+eZ!@3f+ M.&F3"5+eZ!@3f+
q`+O)-V+G(3"+o^31+?0+/"Z+ _pV__+
_q_Vrq+ _rrVn_+ nq`+O)-V+G(3"+o^31+;.+/"Z++ _nVs_+ _sVqo+ nq`+O)-V+G(3"+o^31+?0+?)0++ mnV__+ mqVr]+
22
! D'/",).&'$+'$+&",0,2%2'*,2.4H+&#$&.0:#+4#&4&+
! E$+1&""0%&+C(-:+()#.",1()*+)%3@".+$2+//!1+U"V*VN+9"11")*".W+ ! O)#$)1(1-")-+1&""0%&+,1+//!+#,&,#(-B+()#.",1"1+U"V*VN+L1".+A$)-")-W+ ^V_]+ ^V_n+
!(1</&0+ OY9"-".+
3"##5("+ C''2+ 9#&&#$8#)+
E$+//!1+
]+//!1+ r+//!1+ q+//!1+6+,''+ ^V_+ ^V_s+
!(1</&0+ OY9"-".+
3"##5("+ C''2+ 6&#)+D'$4#$4+
E$+//!+
]+//!1+ r+//!1+ q+//!1+6+,''+
23
! 400+%&+-$+qFmQM+//!+#,#:"1N+.%)+-:"+1B)-:"7#+C$.<'$,01+ ! Y)+,I".,*"+roh+1&""0%&+
! ?",..,)*"+@'$#<1+$)+0(1<+-$+(3&.$I"+1"Z%")7,'+#:,.,#-".(17#1+ ! Y)+,I".,*"+]qh+1&""0%&N+ooh+(3&.$I"0+&$C".+#$)1%3&7$)+
24 " eI,'%,-"+&.$*."11(I"+//!+#,#:()*+%1()*+-:"+3$0"'1++ " G,<"+,0I,)-,*"+$2+1&,7,'+,)0+-"3&$.,'+'$#,'(-B+U2."Z%")-'B+,##"11"0+@'$#<1+()+//!1W+ " 3.8$.P*,$4+;#$#P4&+%+3#,)*G8+J(*:+OKY+,**."*,7$)+ " h'+;#$#P4&+%+a/,.28+E$+OKY+,**."*,7$)+
^+ ^V]+ ^Vq+ ^Vn+ ^Vm+
]+
9"11")*".+ /",.#:+ e3,('+ L1".+A$)-")-+ !6>.$#"11+ !(1&',B+401+ G>AA+ G>Ae+ G>AJ+ eF#:,)*"+
3"##5("+ 3H$4G#0*+E')F2',5+
M,1"'()"+6+E$+//!1+
]+//!1+ r+//!1+ q+//!1+6+,''+
25
"
!(1<1+2,I$.+/"Z%")7,'+,##"11"1N+MLGN+()+3$1-+,&&'(#,7$)18++ I,$5'/+^+V=?+%+3#i(#$0,2+j+<=?+
"
l%,)72B+-:"+@")"T-+$2+0"2.,*3")-,7$)+%1()*+-:"+3$0"'1+@B+.",..,)*()*+@'$#<1KT'"1+ C(-:$%-+,#-%,''B+&".2$.3()*+0"2.,*3")-,7$)+
"
eI,'%,-"+0(i".")-+0"2.,*3")-,7$)+&$'(#("1+U"V*VN+&,.7,'N+0B),3(#W+
10 20 30 40 50 60
Messenger Email Search User Content D-Process Display Ads TPCC TPCE TPCH Exchange
Sequential I/OS (%) Before Defragmentation After Defragmentation
26
^+ ^V]+ ^Vq+ ^Vn+ ^Vm+
9"11")*".+ e3,('+ /",.#:+ L1".+ A$)-")-+ !6>.$#"11+ !(1&',B+401+ G>AA+ G>Ae+ G>AJ+ eF#:,)*"+
3"##5("+ 3H$4G#0*+E')F2',5+
27
9$1-+@")"T#(,'+1-$.,*"+$&73(\,7$)+0"&")01+$)+-:"+,&&'(#,7$)+,)0+1B1-"3+$2+()-"."1-+
9"11")*".+ e3,('+ /",.#:+ L1".+A$)-")-+ !6>.$#"11+ !(1&',B+401+ G>AA+ G>Ae+ G>AJ+ eF#:,)*"+
//!+A,#:()*+ !"2.,*3")-,7$)+
28
" /(3&'(2B+-:"+1-%0B+$2+!A+,&&'(#,7$)1++ " 9'5#2.$8+,$5+7#$#),0'$+Y),/#A')FQ+
! 4)+,##%.,-"+:(".,.#:(#,'+1-,717#,'+3$0"'+-:,-+#,&-%."1+-:"+t%#-%,7$)+$2+OKY+
,#7I(-B+U()#'%0()*+&",0,2+]+4#/"'),2+2'*,2.4HW+$2+)#,2+MD+,""2.*,0'$&+
! 4+-$$'+-:,-+."#.",-"1+OKY+'$,01+C(-:+:(*:+T0"'(-B+UOKY+2",-%."1N+&".2$.3,)#"+
3"-.(#1W+
" G:(1+()2.,1-.%#-%."+#,)+@"+%1"0+-$+3,<"+,**(),4#+")#5.*0'$&+2$.+1-$.,*"+
1-%0("1+-:,-+C$%'0+)#i(.)#+,**#&&+4'+)#,2+,""+*'5#+')+1(22+,""+5#"2'H/#$4+
! //!+#,#:()*+ ! !"2.,*3")-,7$)+
" R%''+,&&'(#,7$)+3$0"'1+P+2%''+1B1-"3+1-%0("1+U2%-%."+C$.<W+
30
"
!(1<1+2,I$.+/"Z%")7,'+,##"11"1N+MLGN+()+3$1-+,&&'(#,7$)18++ I,$5'/+^+V=?+%+3#i(#$0,2+j+<=?+
"
l%,)72B+-:"+@")"T-+$2+0"2.,*3")-,7$)+%1()*+-:"+3$0"'1+@B+.",..,)*()*+@'$#<1KT'"1+ C(-:$%-+,#-%,''B+&".2$.3()*+0"2.,*3")-,7$)+
"
eI,'%,-"+0(i".")-+0"2.,*3")-,7$)+&$'(#("1+U"V*VN+&,.7,'N+0B),3(#W+
E')F2',5+ I5+ E)+ c#1')#+M#1),8+ Ok#)+M#1),8+ ?,)0$3+ /"Z+ ?,)0$3+ /"Z+
9"11")*".+ n]Vmh+ rqVmh+ mrVnph+ UKT>K?+ nrVoph+ >KTlR?+ a/,.2+ s]Vmh+ qsV]h+ mqVqsh+ U>TlR?+ noVnqh+ >>TlR?+ /",.#:+ q_Vmh+ qsVoqh+ mpVpoh+ VTRm?+ p^Vmph+ <RTRm?+ L1".+A$)-")-+ smVroh+ r_Vr_h+ _rV^_h+ KTRV?+ prV]oh+ <RT``?+ M%@)'*#&&+ r^Vooh+ nmVpnh+ prV]rh+ <mTll?+ qsVrnh+ KRTRU?+ !(1&',B+401+ _nVqsh+ ]Vqsh+ _rVs^h+ RT<K?+ pmVs^h+ U`T<>?+ C@DD+ nmVmh+ roV]h+ _pV]h+ <TV?+ poVoh+ <`T`?+ C@Da+ _oVrh+ mVph+ _oV_h+ VT<?+ ppVph+ <<TR?+ G>AJ+ _nVph+ rVrh+ nsVsh+ >KTK?+ s]Vmh+ RlT<?+ eF#:,)*"+ r]V^h+ nmVoh+ mrV]h+ UmTV?+ nmVoh+ >UT`?+