First: some repetition and lecture 1-2 catch-up
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- Morris Kelley
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1 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Prgrammg fr rfrmac: Majr u ad chqu vlvd dvlg hghly ud aralll cd Thma Ludqv Orchra (Ch ) (Mach ad rgrammg mdl dd) P Al h lcur: Scalg alca rfrmac (Ch. 4.1) Examl f aralll rgram dg M M P M P 2/2/2009 ld 1 Fr: m r ad lcur 1-2 cach-u 2/2/2009 ld 2 1
2 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 S crag a aralll rgram Largly archcur dd Largly archcur dd Parg D c m A g m O r c h r a M a g P 0 P 1 P 2 P 3 Squal cmua Tak Prc Paralll Prcr rgram 4 : Dcm, Agm, Orchra, Mag D by rgrammr r ym fwar (cmlr, rum,...) Iu ar h am, aum rgrammr d 2/2/2009 ld 3 Hgh-lvl gal Hgh rfrmac (du vr qual rgram) Tabl 2.1 S h Paralllza Pr c ad Thr Gal S Archcur- Dd? Majr Prfrmac Gal Dcm Mly Ex ugh ccurr cy bu much Agm Mly Balac wrklad Rduc cmmuca vlum Orchra Y Rduc hr cmmuca va daa lcaly Rduc cmmuca ad ychr za c a by h r cr Rduc ralza a har d rurc Schdul ak afy ddc arly Mag Y Pu rlad r c h am r cr f cary Exl lcaly wrk lgy Bu lw rurc uag ad dvlm ffr Imlca fr algrhm dgr ad archc Algrhm dgr: hgh-rf., lw rurc d Archc: hgh-rf., lw c, rducd rgrammg ffr 2/2/2009 ld 4 2
3 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Rducg hr cmmuca Cmmuca xv! Gal: Rduc cmmuca--cmua ra Examl) Cmm--cm ra fr dma dcm P 0 P 1 P 2 P P 4 P 8 P 5 P 6 P 7 P 9 P 10 P 11 P 12 P 13 P 14 P /2/2009 ld 5 Parg (Dcm ad Agm) Majr gal: Balacg h wrklad Rducg hr cmmuca Rducg xra wrk fr agm Tradff: Balacg h wrklad may vlv mr cmmuca Imlca: Fd a radff bw gal ha maxmz rfrmac 2/2/2009 ld 6 3
4 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Orchra fr Prfrmac Daa acc ad cmmuca Parg D c m A g m O r c h r a M a g P 0 P 1 P 2 P 3 Squal cmua Tak Prc Paralll Prcr rgram 2/2/2009 ld 7 Daa acc ad cmmuca Nwrk Mm $ P Cmmuca a (CA) Rm mmry Lcal mmry L1 ad L2 cach Th mmr ach d ad hr d frm a xdd mmry hrarchy Cmmuca=hr lu arfacual daa mvm h xdd mmry hrarchy 2/2/2009 ld 8 4
5 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Cmmuca a SAS mach A B C A B C A B C A B C P P P Daa mvm ag r cach blck graular Cach chrc maac ad f cach ac ffc cau cmmuca 2/2/2009 ld 9 Surc f arfacual cmmuca Pr allca f daa Ucary daa a rafr (mmach bw rafr z ad acc z) Ucary rafr (.g., maa cach chrc; fal harg) Rduda cmmuca f daa F rlca caacy Arfacual cmmuca add rfrmac l bcau f c mulrcr 2/2/2009 ld 10 5
6 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Daa mvm SAS mach Daa mvm (hr ad arfacual cmmuca) a cach-chr hard addr ac mach caud by: cld m caacy m cflc m chrc r cmmuca m Chrc m ca b al (cmm. hr algrhm) r ul (r arfacual). 2/2/2009 ld 11 Effc f lmd caacy SAS mach Daa raf fc Fr wrkg Caacy-grad raf (cludg cflc) fc Scd wrkg Ohr caacy-dd cmmuca Ihr cmmuca Cld-ar (cmulry) raf fc Rlca caacy (cach z) Wrkg huld f h lcal cach Tchqu dal wh h ar mlar u-rcr 2/2/2009 ld 12 6
7 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Orchra fr rfrmac Ky gal rduc hr ad arfacual cmmuca: Rducg arfacual cmmuca Exlg mral lcaly Exlg aal lcaly Srucurg cmmuca rduc c Rducg vrhad Rducg dlay Rducg c Hdg (r vrlag) cmmuca 2/2/2009 ld 13 Exlg mral lcaly: Blckg K wrkg uffcly mall ad mak daa ru cl m (a) Ublckd acc ar a w (b) Blckd acc ar wh B = 4 2/2/2009 ld 14 7
8 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Exlg aal lcaly Prblm: a SAS mach, daa mvm ccur h graulary f ag r cach blck. Rmdy: mak acc frm a rc cguu Cguy mmry layu P0 P1 P2 P3 P0 P1 P2 P3 P4 P5 P6 P7 P4 P5 P6 P7 P8 P8 Pag raddl ar budar: dffcul drbu mmry wll Cach blck raddl ar budary (a) Tw-dmal array Pag d raddl ar budary Cach blck wh a ar (b) Fur-dmal array 2/2/2009 ld 15 2/2/2009 ld 16 Imac f cmmuca Gv amu f cmm (hr r arfacual), gal rduc c C f cmmuca a by rc: C = max(0,f * ( + l + + c - vrla)) c /m B f = frqucy f mag = vrhad r mag (a bh d) l = wrk dlay r mag c = al daa m = umbr f mag B = badwdh alg ah (drmd by wrk, NI, a) c = c ducd by c r mag vrla = amu f lacy hdd by vrla wh cm. r cmm. Gal: rduc rm lacy ad cra vrla 8
9 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Rducg cmmuca c Rducg vrhad u fwr ad largr mag gv al advaag mag ag Rducg dlay ma cmua mach h mach lgy (cf: arghbr cm. q. lvr) Rducg c rurc c ca cau ralza avd c fr hard daa (lck, glbal um c.) Exl vrlag f cmmuca wh cmua r hr cmmuca 2/2/2009 ld 17 Prcr rfrmac 100 Sychrza Daa-rm Daa-lcal Buy-vrhad Buy-uful Sq P0 P1 P2 P3 Gv a a-h wr h rfrmac blck lcad 2/2/2009 ld 18 9
10 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Summary: cmmuca Paralllza () Dcm/ agm/ rchra Prfrmac u Lad mbalac ad ychrza Prcr m cm Sych wa Dcm/ agm Exra wrk Buy-vrhad Dcm/ agm Orchra Ihr cmmuca vlum Arfacual cmmuca ad daa lcaly Daa-rm Daa-lcal Orchra/ mag Cmmuca rucur 2/2/2009 ld 19 Sdu udr dffr calg mdl Fr a fxd rblm z: (Prblm-crad calg) Sdu PC = Tm(1) Tm() Prblm: Prblm may b bg a mall umbr f rcr (hrahg ffc) Paralllza vrhad may dma a larg umbr f rcr 2/2/2009 ld 20 10
11 Paralll Cmur Orgaza ad Dg : Lcur 3 Pr Sröm Thma Ludqv 2009 Tm-crad calg Scal h rblm rcr ha ak h am m a a gl rcr Sdu = Prfrmac() = Wrk()/Tm() Prfrmac(1) Wrk(1)/Tm(1) Thu, c Tm()=Tm(1) Sdu TC = Wrk() Wrk(1) Df f wrk f cur dma-cfc 2/2/2009 ld 21 Mmry-crad calg Th amu f mmry r rcr fxd ad cal larly wh rcr cu. Sdu = Prfrmac() = Wrk()/Tm() Prfrmac(1) Wrk(1)/Tm(1) Sdu MC = Icra Wrk Icra Tm Idally, fr rcr bu lwr du caacy rblm h mmry hrarchy 2/2/2009 ld 22 11
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