Algorithms for Intermediate Waveband Switching in Optical WDM Mesh Networks

Size: px
Start display at page:

Download "Algorithms for Intermediate Waveband Switching in Optical WDM Mesh Networks"

Transcription

1 Algorithm for Intermeite Wven Swithing in Optil WDM Meh Network Ajy Toiml 1 n Byrv Rmmurthy 1 OIT-Mi-Atlnti Croro, Univerity of Mryln-College Prk College Prk MD 070 U.S.A jyt@mxgigpop.net Deprtment of Computer Siene n Engineering Univerity of Nerk-Linoln Linoln NE U.S.A. yrv@e.unl.eu Atrt Wven withing i tehnique tht llow multiple wvelength to e withe together ingle unit. Wven withing tehnique h een proven to reue the with ize onierly in lrge network. Aggregtion of wvelength into wven n i-ggregtion of wven k to wvelength n e one t en-noe or intermeitenoe. Mot of the reerh on wven withing h oniere oure-to-en withing. In intermeite wven withing, ggregtion n/or i-ggregtion n e one t n intermeite noe. In the ontext of intermeite wven withing, the prolem of grooming wvelength uh tht the numer of port ve i mximize i non-trivil. Reent reerh whih oniere intermeite wven withing foue on routing n wvelength ignment prolem uh tht the port ving i mximize. In thi work we fou on the prolem of intermeite wven withing oniering tti trffi n uming tht routing n wvelength ignment i known. We efine two intermeite wven grooming polie, intermeite-to-etintion wven withing (ITD- WBS) n oth-en-to-intermeite wven withing (BETI-WBS), epening on where long the pth ggregtion/iggregtion of wven i one. We preent greey lgorithm to ompute wven for the two intermeite wven grooming polie n nlyze their omputtionl omplexitie. I. INTRODUCTION Wven withing i tehnique tht llow the grouping of multiple wvelength into ingle wven n withing them ingle unit. Wven withing reue the numer of port in the withe. Multiple lightpth hving ommon egment n e groupe n withe ingle unit. Depening upon where (long the pth) the ggregtion of wvelength into wven n the iggregtion of wven into wvelength i one, everl vrition re poile. The oure-to-en wven withing (ETE-WBS) i the implet form of wven withing where multiple onnetion etween oure n etintion noe re groupe into wven. The intermeite wven withing n e further lifie into everl type epening on ggregtion n/or i-ggregtion t intermeite noe. In intermeite-to-etintion wven withing (ITD- WBS) the grooming of wvelength into wven i one t n intermeite noe n iggregtion into iniviul wvelength i one t the etintion noe. The intermeite-to-etintion wven withing n e pplie to multiple onnetion hving the me etintion. In oure-to-intermeite wven withing (STI-WBS) the grooming i one t the oure noe n the iggregtion i one t n intermeite noe. The eon wven grooming poliy i othen-to-intermeite (BETI) wven withing where oth STI n ITD wven withing re llowe t the me time. Wven grnulrity i efine the numer of wvelength tht n e groupe or ggregte into wven. An optil with i i to upport uniform wven withing if the grnulrity of ll the wven i n ritrry ontnt g. In ontrt, for n optil with tht upport non-uniform wven, wven grnulritie vry in et i.e., {g 1,g,...,g k }. Intermeite wven withing w firt tuie in [] where it i hown tht it reue the with ize y ftor of two or more. The tuy of wven withing in pper [] howe tht it further reue the numer of port in the withing noe y t let n orer of mgnitue. In pper [], the uthor tuy the prolem of intermeite wvelength n wven withing in network tht upport ynmi trffi requet.the uthor of pper [] ree the prolem of wven withing fouing motly on the routing n wvelength ignment prolem for mximizing the numer of port ve uing wven withing /07/$ IEEE. 1

2 They preent heuriti, it performne nlyi n n integer liner progrmming formultion to the prolem. In thi work we re the prolem of wven grooming uming tht the routing n wvelength ignment i lrey known. The ret of the pper i orgnize follow. In Setion II we provie the prolem efinition n preent our nottion. In Setion III we preent the lgorithm for olving the uniform/nonuniform wven withing whih llow only intermeite-to-etintion grooming. In Setion IV we preent the lgorithm for olving the uniform/nonuniform wven withing with oth intermeiteto-etintion n oure-to-intermeite grooming. In Setion V we preent the onluion. II. PROBLEM STATEMENT AND NOTATIONS A. Prolem Sttement In thi work we onier the following prolem. We re given routing n wvelength ignment of et of tti onnetion requet in grph G = (V,E). The prolem i to groom wvelength into wven uh tht the numer of port ve i mximize. Two vrition of the prolem exit epening upon the type of wven withing upporte in the network i.e., uniform or non-uniform wven withing. The prolem lo h vrition epening upon the wven ggregtion n i-ggregtion llowe in the network. In thi work we onier ITD-WBS n STI-WBS. We formlize eh of the vrition of the wven withing prolem in thi etion. Intermeite-to-etintion uniform wven withing: (ITD-UWBS) Intne: Given grph G =(V,E) repreenting the topology of the network, et of κ route emn P = {p 1,p,...,p m } ll hving the me etintion, numer of lightpth i orreponing to eh emn i i.e., C = { 1,,..., m } n n integer g repreenting wven grnulrity. Tk: Compute n ggregtion of wvelength into wven uing ITD wven withing poliy uh tht totl numer of port ve in the entire network i mximize. In the ITD-WBS prolem, n intne i efine to onit only of onnetion tht hve the me etintion. Thi i eue in network tht only llow intermeite-to-etintion wven withing (ITD-WBS) poliy, only onnetion tht re etine to the me etintion n e groupe into wven. Therefore the omplete et of pth n e prtitione into u-et e on their etintion noe n the wven grooming only our mong pth within p 1 : ; 1 = p : ; = () p 1 : ; 1 = p 1 : ; 1 = p : ; = Fig. 1. Illutrtion of trnformtion of pitte grph into tree uing Initilize lgorithm. (, ) (, ) (, 18) (, ) (, ) (, 1) (, ) (0, ) (1, ) Fig.. The etintion-roote pitte tree ompute y the Algorithm 1 for n intne of the ITD-UWBS prolem where the tuple (h u,r u) orreponing to eh noe repreent the noe height n reiul pity. prtition n not ro prtition. B. Nottion A wven B of grnulrity g i enote y (Q,,, g) where Q = {(p 1, 1 ), (p, ),...(p m, m )} i et of tuple (p i, i ), where p i i route-emn etween pir of noe n i i the numer if unit (lightpth) of the route-emn. Noe n re ggregting n iggregting noe. The um of i of ll the route-emn in the wven B of grnulrity g i t mot the wven grnulrity g i.e., 1 i m i g. The numer of unit of emn of the route-emn p, whih i yet to e route, fter ggregting unit into wven B i lle the reiul emn r where = + r. The numer of wvelength port ue y wven of length L n grnulrity g i g +(L +1). The numer of port require for routing g wvelength level onnetion of length L i g(l +1). Therefore the numer of port ve y wven route of length L n grnulrity g i (L + 1)(g 1) g. III. ALGORITHM FOR ITD-UWBS PROBLEM In thi etion we preent lgorithm for the ITD- UWBS prolem. ()

3 A. Initiliztion In thi etion we preent n lgorithm to trnform n intne of the ITD-UWBS prolem into etintion-roote pitte tree T. The input to the lgorithm onit of et of κ pth P = {p 1,p,...,p m } in the grph G ll hving the me etintion n their orreponing pth pitie C = { 1,,..., m }. The lgorithm for initiliztion i outline y Algorithm 1. The lgorithm ompute u-grph T uing pth in P. Let the ege of the u-grph T e irete from etintion noe to orreponing oure noe lef noe. The grph T i now trnforme into tree y eleting yle in T n moifying the pth oringly. Let u illutrte the trnformtion into tree uing n exmple intne hown in Figure 1. Eh noe u in the tree T i oite with vrile R u tht repreent the um of the reiul pitie r j of ll the pth p j tht hve ommon egment from noe u to etintion noe. The Algorithm 1 ompute height h i of eh noe in the tree T where the root noe h height 0. The Algorithm 1 now initilize the reiul pity of eh lef noe j of the tree T with the pity of the pth p i where j i the oure noe of the pth p i. The lgorithm then ompute the reiul pity of eh intermeite noe in the tree the um of the reiul pitie of it hil noe. Fig. how the tree ompute n initilize y the Algorithm 1 for n intne of the ITD- UWBS prolem. Algorithm 1 1: Input: (G, P,C) : Output: Detintion-roote pitte tree T : ompute grph T uing pth in the et P : trnform T into tree y eleting yle in T n moifying pth oringly : ompute the height h i for eh noe i in the tree T : initilize the reiul pity R j of the lef noe j to n i where j the oure noe of the pth p i 7: ompute the reiul pity R i of eh intermeite noe i the um of the reiul pitie of it hil noe B. Algorithm to olve the ITD-UWBS Prolem The lgorithm for olving the ITD-UWBS prolem i greey lgorithm n i outline y Algorithm. The input to the lgorithm onit of et of κ pth P = {p 1,p,...,p m } ll hving the me etintion n their orreponing pth pitie C = { 1,,..., m } n n integer g repreenting wven grnulrity. The lgorithm output et of wven B = {B 1,B,...}. The Algorithm ontrut etintion-roote pitte tree T uing the Algorithm 1 n input P n C. The Algorithm iterte with ereing tree height. In eh itertion with height i the lgorithm ompute ll poile wven of length i. To ompute wven, it elet noe u of height i n reiul grnulrity t let g. Now, if ((S u = (i+1)(g 1) g) > 0) i.e., the numer of port ve y forming wven B =(Q, u,, g) from noe u to noe of grnulrity g i non-negtive then we form wven B n it to the et of wven B. We upte reiul pitie of ll the noe long eh of the pth p Q. Let u illutrte the working of the Algorithm on the intne hown in Fig.. Fig. () how the wven B 1 =(Q 1,,,) where Q 1 = {(p 1, )}, ompute y the Algorithm in the firt itertion. The reiul pitie of ll the noe long the wven B 1 re upte oringly n re hown in Fig. (). In the eon itertion, the Algorithm ompute the wven B =(Q,,,) where Q = {(p, )}. The Algorithm iterte until there exit no noe in the tree with reiul grnulrity greter thn n non-negtive S vlue. The Algorithm ompute five wven hown in Fig.. Algorithm 1: Input:(G, P,C,g) : Output: Wven et B : run Algorithm on input (G, P,C) : for i = h; i ; i o : for eh u where h u = i, n R u g o : if ((S u =(i + 1)(g 1) g) > 0) then 7: form wven B =(Q, u,, g) from noe u to root noe n to B 8: upte the reiul pitie R u of ll the noe long the pth inlue in the wven : en if 10: en for 11: en for Let u iu the omplexity of the Algorithm. The time tken to ompute the tree T y Algorithm 1 uming tht the grph ompute y the Algorithm 1 in Step oe not hve yle i O(nm) where n i the numer of noe n m i the numer of pth in the et P. Conier the following imple moifition to Algorithm where inte of forming ingle wven in Step 7 from noe u to noe, we form R u /g numer of wven. With thi moifition eh noe in the tree i exmine t mot one. After forming the wven, the lgorithm nee

4 () (e) () () () (f) Fig.. The illutrtion of omputtion of uniform wven of grnulrity y Algorithm on the intne hown in Fig.. The numer jent to eh noe repreent the urrent reiul pity of the noe. 8 1 h f e t i j k l p g t 1 t o t n m t 1 t t t t h i p g f e j k l o n m Fig.. The etintion-roote n oure-roote tree ompute y the Initilize Algorithm for n intne of the BETI prolem. to upte the reiul pitie of the noe long the pth in the wven. Therefore for eh noe exmine we nee to upte reiul pitie of t mot O(m log n) noe. Therefore the omplexity of the Algorithm i O(mn log n). In the next etion we preent lgorithm for wven withing where oth intermeite-to-etintion n oure-to-intermeite grooming i llowe. Algorithm The Initiliztion Algorithm for the BETI prolem. 1: Input: (G, P, C) : ompute grph T t n T uing pth in the et P : uper etintion noe n uper oure noe to tree T t n T repetively : ege from noe to ll the etintion noe in tree T t : ege from noe to ll the oure noe in tree T : trnform T t n T into tree y eleting yle in T t n t n moifying pth oringly 7: ompute the height h i for eh noe i in the tree T 8: initilize the reiul pity R j of the lef noe j of the tree T t to n i where j the oure noe of the pth p i : initilize the reiul pity R j of the lef noe t j of the tree T to n i where t j the oure noe of the pth p i 10: ompute the reiul pity R i of eh intermeite noe of the tree T t n T the um of the reiul pitie of it hil noe A. Algorithm to olve the BETI Prolem IV. ALGORITHM FOR BETI WAVEBAND SWITCHING In thi etion we preent n lgorithm for vrition of intermeite wven withing where ggregtion n i-ggregtion n e one t oth the en noe i.e., oure n etintion noe. We onier uniform wven. Uing the Algorithm, we trnform n intne of the BETI prolem into etintion-roote pitte tree T t n oure-roote pitte tree T. All the ege in the grph T t (orreponingly, T ) re irete from etintion to oure noe (orreponingly, from oure to etintion noe) of the pth in P. The outline of the BETI Algorithm i given y Algorithm. The input to the lgorithm i n intne of the BETI Prolem n it output et of wven B = {B 1,B,...}. Let u iu the working of BETI Algorithm in etil. The lgorithm ontrut etintionroote n oure-roote pitte tree T t n T repetively uing the Initiliztion lgorithm with input P n C. Leth n h e the height of the tree T n T repetively. Let h e the mximum of the height of oth the tree. The Algorithm iterte with ereing height n ompute wven in eh itertion. In n itertion with height i, the lgorithm elet noe u of

5 Algorithm The BETI Algorithm for omputing the wven. 1: Input:(G, P, C) : Output: Wven et B : run Algorithm on input (G, P, C) to ompute tree T t n T : let h t n h e the height of the tree : let h e the mximum of the height h n h t : for i = h; i ; i o 7: for eh u in T t n T where h u = i in the orreponing tree, n R u g o 8: if ((S u =(i + 1)(g 1) g) > 0) then : form wven B =(Q, u,, g) from noe u to root noe / orreponing to tree T t /T n to B 10: upte the reiul pitie R u of ll the noe long the pth in inlue in the wven in oth the tree T t n T 11: en if 1: en for 1: en for height i from either of the tree with reiul pity t let g. Note tht the me noe my hve ifferent height in oth the tree. We form the wven if n only if ((S u = (i + 1)(g 1) g) > 0) hol i.e., numer of port ve i non-negtive. Now, if we elet noe u in the tree T then we form wven B =(Q, u,, g) from noe u to noe of grnulrity g. But if we elet noe u in tree T then we form wven B = (Q,, u, g) from noe to noe u of grnulrity g. We the wven to the et of wven B. We upte reiul pitie of ll the noe long eh of the pth p Q in oth the tree T n T. The lgorithm ontinue to form wven of length i until no noe u exit with R u g n ((S u = (i + 1)(g 1) g) > 0) fter whih it ontinue with the next itertion erementing the height. etintion-to-intermeite n oure-to-intermeite grooming (oure-to-intermeite grooming) i llowe. The wven withing where intermeiteto-intermeite grooming i llowe i hr prolem. In future we pln to tuy intermeite-to-intermeite wven grooming n it performne in omprion to oure-to-intermeite grooming. REFERENCES [1] L. W. Chen, P. Senguomlert n E. Moino, Uniform v. Non-uniform Bn Swithing in WDM Network, IEEE BroNet - Optil Networking Sympoium, Boton, MA, Otoer 00. [] X. Co, V. Ann n C. Qio, Multi-Lyer veru Single- Lyer Optil Cro-onnet Arhiteture for Wven Swithing, IEEE INFOCOM 0, Hong Kong, April 00 [] L. Noirie, M. Vigoureux, n E. Dotro, Impt of intermeite grooming on the imenioning of multi-grnulrity optil network, in Proeeing - OFC 001, p. TuG, Anheim, CA, Mrh 001. [] R. Lingmplli n P. Venglm, Effet of wvelength n wven grooming on ll-optil network with ingle lyer photoni withing, in Proeeing - OFC 00, p. TuG, Anheim, Cliforni, Mrh 00. [] M. Li n B. Rmmurthy, Integrte Intermeite Wven n Wvelength Swithing for Optil WDM Meh Network, IEEE INFOCOM 0, Brelon, Spin, April 00. [] X. Co, V. Ann, Y. Xiong n C. Qio, Performne Evlution of Wvelength Bn Swithing in Multi-fier All- Optil Network, IEEE INFOCOM 0, Sn Frnio, CA, Mrh 00. V. CONCLUSIONS In thi pper we tuie the prolem of intermeite wven withing uming tht routing n wvelength ignment re lrey known. Three type of grooming poliie exit when oniering intermeite wven withing, nmely, etintion-to-intermeite, oure-to-intermeite n intermeite-to-intermeite grooming. We preente lgorithm for uniform n non-uniform wven withing where either etintion-tointermeite or oure-to-intermeite grooming i llowe. We lo preente lgorithm for uniform n non-uniform wven withing where oth

PTSE RATES IN PNNI NETWORKS

PTSE RATES IN PNNI NETWORKS PTSE RATES IN PNNI NETWORKS Norert MERSCH 1 Siemens AG, Hofmnnstr. 51, D-81359 Münhen, Germny Peter JOCHER 2 LKN, Tehnishe Universität Münhen, Arisstr. 21, D-80290 Münhen, Germny Lrs BURGSTAHLER 3 IND,

More information

static principle: output determined by a connection with strong node dynamic principle: output (sometimes) determined by a weak (floating) node

static principle: output determined by a connection with strong node dynamic principle: output (sometimes) determined by a weak (floating) node stti n ynmi priniple pmos network nmos network v out stti priniple: output etermine y onnetion with strong noe ynmi priniple: output (sometimes) etermine y wek (floting) noe hrging: C s is eing hrge up

More information

CSE 5311 Notes 2: Binary Search Trees

CSE 5311 Notes 2: Binary Search Trees S Notes : inry Ser Trees (Lst upte /7/ 8:7 M) ROTTIONS Single left rottion t (K rotting ege ) Single rigt rottion t (K rotting ege ) F oule rigt rottion t F G F G Wt two single rottions re equivlent? (OTTOM-UP)

More information

Operating Systems Principles. Page Replacement Algorithms

Operating Systems Principles. Page Replacement Algorithms Operting Systems Priniples Pge Replement Algorithms Steve Gor gor@se.unl.eu http://www.se.unl.eu/~gor/courses/csce45 Virtul Memory Mngement Funmentl issues Plement strtegy Replement strtegies Lo ontrol

More information

A savings procedure based construction heuristic for the offshore wind cable layout optimization problem

A savings procedure based construction heuristic for the offshore wind cable layout optimization problem A svings proeure se onstrution heuristi for the offshore win le lyout optimiztion prolem Sunney Foter (B.Eng. Mehnil) MS. Cnite in Energy Deprtment of Informtis, University of Bergen, Norwy sunney.foter@stuent.ui.no

More information

Studies on Deformational Behavior of Cortical Bone using Small Punch Testing and Finite Element Simulation

Studies on Deformational Behavior of Cortical Bone using Small Punch Testing and Finite Element Simulation Proeeing of the Worl ongre on Engineering n omputer Siene 213 Vol II WES 213, 23-25 Otoer, 213, Sn Frnio, USA Stuie on Deformtionl Behvior of ortil Bone uing Smll Punh eting n Finite Element Simultion

More information

Other Uses for Cluster Sampling

Other Uses for Cluster Sampling Other Uses for Cluster Smpling Mesure hnges in the level of n ttriute Hypothesis testing versus intervl estimtion Type I n 2 errors Power of the test Mesuring ttriute t sme time in ifferent sites Exmple:

More information

Using Contrapositives to Enhance the Implication Graphs of Logic Circuits

Using Contrapositives to Enhance the Implication Graphs of Logic Circuits Using Contrpositives to Enhne the Implition Grphs of Logi Ciruits Kunl K. Dve Vishwni D. Agrwl Mihel L. Bushnell Rutgers University, Dept. of ECE Auurn University, Dept. of ECE Rutgers University, Dept.

More information

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of 5 Web Serch Outline: 1. Pge rnk, for discovering the most ëimportnt" pges on the Web, s used in Google. 2. Hubs nd uthorities, more detiled evlution of the importnce of Web pges using vrint of the eigenvector

More information

Using Contrapositive Law in an Implication Graph to Identify Logic Redundancies

Using Contrapositive Law in an Implication Graph to Identify Logic Redundancies Using Contrpositive Lw in n Implition Grph to Ientify Logi Reunnies Kunl K. Dve Vishwni D. Agrwl Mihel L. Bushnell ATI Reserh INC. Auurn University, Dept. of ECE Rutgers University, Dept. of ECE Yrley,

More information

Shear behaviour of regular and irregular rock joints under cyclic conditions

Shear behaviour of regular and irregular rock joints under cyclic conditions Pper No. 69 ISMS 2016 Sher ehviour of regulr n irregulr rok joints uner yli onitions S. M. Mhi Niktr, *, K. Seshgiri Ro, Amit Kumr Shrivstv Deprtment of Civil Engineering, Inin Institute of Tehnology Delhi,

More information

Whangarei District Council Class 4 Gambling Venue Policy

Whangarei District Council Class 4 Gambling Venue Policy Whngrei Distrit Counil Clss 4 Gmling Venue Poliy April 2013 Whngrei Distrit Counil Clss 4 Gmling Venue Poliy Tle of ontents Introdution... 3 1 Ojetives of the poliy in so fr s promoted y the Gmling At

More information

EECS150 - Digital Design Lecture 5 - Boolean Algebra II

EECS150 - Digital Design Lecture 5 - Boolean Algebra II EECS5 Digitl Design Leture 5 Boolen Alger II Septemer, 22 John Wwrzynek Fll 22 EECS5 Le5Bool2 Pge Cnonil Forms Outline They give us metho to go from TT to Boolen Equtions Twolevel Logi Simplifition Kmp

More information

EFFECT OF DIETARY ENZYME ON PERFORMANCE OF WEANLING PIGS

EFFECT OF DIETARY ENZYME ON PERFORMANCE OF WEANLING PIGS EFFECT OF DIETARY ENZYME ON PERFORMANCE OF WEANLING PIGS Finl report sumitted to Dniso Animl Nutrition E. vn Heugten nd B. Frederik North Crolin Stte University, Deprtment of Animl Siene Summry The urrent

More information

EECS150 - Digital Design Lecture 7 - Boolean Algebra II

EECS150 - Digital Design Lecture 7 - Boolean Algebra II EECS5 Digitl Design Leture 7 Boolen Alger II Ferury 2, 22 John Wwrzynek Spring 22 EECS5 Le7Bool2 Pge Cnonil Forms Outline They give us metho to go from TT to Boolen Equtions Twolevel Logi Simplifition

More information

Lesions of prefrontal cortex reduce attentional modulation of neuronal responses. and synchrony in V4

Lesions of prefrontal cortex reduce attentional modulation of neuronal responses. and synchrony in V4 Lesions of prefrontl ortex reue ttentionl moultion of neuronl responses n synhrony in V4 Georgi G. Gregoriou,, Anrew F. Rossi, 3 Leslie G Ungerleier, 4 Roert Desimone 5 Deprtment of Bsi Sienes, Fulty of

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION { OI: 1.138/n31 Srifie n nlyze APs on week 1 s of iet 1 4 6 High-ft iet BrU High-ft iet BrU 4 High-ft iet BrU 6 High-ft iet BrU Lin - Lin - : C34 + : C9 + 1 1 3 1 4 1 5 C45 1 C34 1 1 1 1 3 1 4 1 5 S-1

More information

Outline. EECS150 - Digital Design Lecture 5 - Boolean Algebra II. Canonical Forms. Sum of Products (cont.)

Outline. EECS150 - Digital Design Lecture 5 - Boolean Algebra II. Canonical Forms. Sum of Products (cont.) EECS5 Digitl Design Leture 5 Boolen Alger II Septemer, 22 John Wwrznek Outline Cnonil Forms The give us metho to go rom TT to Boolen Equtions Twolevel Logi Simpliition Kmp metho Multilevel Logi NAND/NOR

More information

EFFECT OF SOYBEAN CYST NEMATODE ON GROWTH OF DRY BEAN. Research Report to Northarvest Bean Growers, January 19, 2009

EFFECT OF SOYBEAN CYST NEMATODE ON GROWTH OF DRY BEAN. Research Report to Northarvest Bean Growers, January 19, 2009 EFFECT OF SOYBEAN CYST NEMATODE ON GROWTH OF DRY BEAN Reserh Report to Northrvest Ben Growers, Jnury 19, 29 Berlin D. Nelson, Susilo Poromrto, n Ruell Goswmi, Dept. Plnt Pthology, NDSU Ojetive: Determine

More information

What to do when coalescing fails. The Need for Relocation. Memory Compaction. Why we swap. Pure Swapping 4/14/2017. Virtual Memory and Demand Paging

What to do when coalescing fails. The Need for Relocation. Memory Compaction. Why we swap. Pure Swapping 4/14/2017. Virtual Memory and Demand Paging Wht to o when olesing fils 5H. Memory Comption 6A. Swpping to Seonry Storge 5E. Dynmi Relotion 6B. Pging Memory Mngement Units 6C. Demn Pging 6D. Replement Algorithms 6E. Thrshing n Working Sets 6F. Pging

More information

NTSE-2013(Stage-I) (For Class X Students) ENGLISH LANGUAGE TEST

NTSE-2013(Stage-I) (For Class X Students) ENGLISH LANGUAGE TEST NTSE-2013(Stge-I) (For Clss X Stuents) ENGLISH LANGUAGE TEST Time: 40 Minutes Mximum Mrks: 40 Diretion: Choose the wor tht is most nerly opposite in mening to the given wors in Question No. 51 to 54. 51.

More information

CS Artificial Intelligence 2007 Semester 2. CompSci 366. Classical Planning: Regression Planning. Part II: Lecture 5 1 of 20

CS Artificial Intelligence 2007 Semester 2. CompSci 366. Classical Planning: Regression Planning. Part II: Lecture 5 1 of 20 CS 367 - Artifiil Intelligene 2007 Semester 2 CompSi 366 Clssil Plnning: Regression Plnning Prt II: Leture 5 1 of 20 CS 367 - Artifiil Intelligene 2007 Semester 2 Outline Review of Progression Plnning(PP)

More information

P AND K IN POTATOES. Donald A Horneck Oregon State University Extension Service

P AND K IN POTATOES. Donald A Horneck Oregon State University Extension Service P AND K IN POTATOES Donld A Hornek Oregon Stte University Extension Servie INTRODUCTION Phosphorous nd potssium re importnt to grow high yielding nd qulity pottoes. Muh of the northwest hs hd trditionlly

More information

Adaptive Resource Discovery for Ubiquitous Computing

Adaptive Resource Discovery for Ubiquitous Computing Aptive Resoure Disovery for Uiquitous Computing Re Hrir Dept. of Computer Siene University College Lonon Gower Street, Lonon WC1E 6BT, Unite Kingom r.hrir@s.ul..uk Stephen Hiles Dept. of Computer Siene

More information

Dynamic Modeling of PEM Fuel Cell Dedicated for transport Application

Dynamic Modeling of PEM Fuel Cell Dedicated for transport Application e ème Séminire Interntionl r le Novelle et enovelle he nd Interntionl Seminr on New nd enewle Unité de eherhe Appliqée en enovelle Ghrdï Algérie et tore ynmi Modeling of EM Fel ell edited for trnport Applition

More information

Roughage Type & Level & Grain Processing Interactions with Distiller s s Grains Diets. Matt May High Plains Bio Fuels Co-Product Nutrition Conference

Roughage Type & Level & Grain Processing Interactions with Distiller s s Grains Diets. Matt May High Plains Bio Fuels Co-Product Nutrition Conference Roughge Type & Level & Grin Processing Interctions with Distiller s s Grins Diets Mtt My High Plins Bio Fuels Co-Product Nutrition Conference Why do we flke grin? Stem-flked corn (SFC) vs. dry-rolled rolled

More information

Effects of Enzyme Inducers in Therapeutic Efficacy of Rosiglitazone: An Antidiabetic Drug in Albino Rats

Effects of Enzyme Inducers in Therapeutic Efficacy of Rosiglitazone: An Antidiabetic Drug in Albino Rats Asin J. Exp. Si., Vol. 21, No. 2, 2007, 00-00 Effets of Enzyme Inuers in Therpeuti Effiy of Rosiglitzone: An Antiieti Drug in Alino Rts Ann Chursi,#* P.K. Krr** A. S. Mnn* & M.D. Khry* * Deprtment of Phrmeutil

More information

WesternBright Quantum

WesternBright Quantum WesternBright Quntum Quntify hemiluminesent Western lots over wie ynmi rnge WesternBright Quntum is new hemiluminesent regent speilly formulte for CCD imging. This novel Horserish peroxise (HRP) sustrte

More information

Ad-hoc Limited Scale-Free Models for Unstructured Peer-to-Peer Networks

Ad-hoc Limited Scale-Free Models for Unstructured Peer-to-Peer Networks Eighth International Conference on Peer-to-Peer Computing (P2P'8) A-hoc Limite Scale-Free Moel for Untructure Peer-to-Peer Networ Haan Guclu Center for Nonlinear Stuie Lo Alamo National Laboratory Lo Alamo,

More information

Site Protection and Recovery. 30 OCT 2018 VMware Validated Design 4.3 VMware Validated Design for Software-Defined Data Center 4.3

Site Protection and Recovery. 30 OCT 2018 VMware Validated Design 4.3 VMware Validated Design for Software-Defined Data Center 4.3 Site Protetion n Reovery 30 OCT 2018 VMwre Vlite Design 4.3 VMwre Vlite Design for Softwre-Define Dt Center 4.3 Site Protetion n Reovery You n fin the most up-to-te tehnil oumenttion on the VMwre wesite

More information

More Examples and Applications on AVL Tree

More Examples and Applications on AVL Tree CSCI2100 Tutorial 11 Jianwen Zhao Department of Computer Science and Engineering The Chinese University of Hong Kong Adapted from the slides of the previous offerings of the course Recall in lectures we

More information

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS John F. Ptience nd Doug Gillis SUMMARY

More information

build Firm, sexy arms

build Firm, sexy arms w uild Firm, sexy rms Wnt toned, strong rms tht crown you pushup queen t oot cmp? Wnt to rock tnk top? These four moves re wht you need. Achieve Totl Arm Envy Mny women zero in on the show-off muscles,

More information

Ad-hoc limited scale-free models for unstructured peer-to-peer networks

Ad-hoc limited scale-free models for unstructured peer-to-peer networks Peer-to-Peer Netw. Appl. (20) 4:92 05 DOI 0.007/2083-00-0067- A-hoc limite cale-free moel for untructure peer-to-peer networ Durgeh Rani Kumari Haan Guclu Murat Yuel Receive: 29 November 2008 / Accepte:

More information

Satoshi Yoshida* and Takuya Kida* *Hokkaido University Graduate school of Information Science and Technology Division of Computer Science

Satoshi Yoshida* and Takuya Kida* *Hokkaido University Graduate school of Information Science and Technology Division of Computer Science Stoshi Yoshid* nd Tkuy Kid* *Hokkido University Grdute school of Informtion Science nd Technology Division of Computer Science 1 Compressed Dt 01110101110111 0100101001 Serch Directly Progrm Serching on

More information

GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks

GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks GMP: Ditribte Geographi Mltiat Roting in Wirele Senor Netork Shibo W, K. Selçk Canan Department of Compter Siene, Arizona State Unierity, Tempe, AZ, USA E-mail: {hibo., anan}@a.e Abtrat In thi paper, e

More information

EFFECTS OF DIETARY CALCIUM LEVELS ON GROWTH-PERFORMANCE AND DIGESTIVE FUNCTION IN CATTLE FED A HIGH-FAT FINISHING DIET

EFFECTS OF DIETARY CALCIUM LEVELS ON GROWTH-PERFORMANCE AND DIGESTIVE FUNCTION IN CATTLE FED A HIGH-FAT FINISHING DIET EFFECTS OF DIETARY CALCIUM LEVELS ON GROWTH-PERFORMANCE AND DIGESTIVE FUNCTION IN CATTLE FED A HIGH-FAT FINISHING DIET R. A. Zinn, Y. Shen, R. Brjs, M. Montño, E. Alvrez, nd E. Rmirez Desert Reserh nd

More information

Technical Report GIT-CERCS The Sleepy Keeper Approach: Methodology, Layout and Power Results for a 4-bit Adder

Technical Report GIT-CERCS The Sleepy Keeper Approach: Methodology, Layout and Power Results for a 4-bit Adder Tehnil Report GIT-CERCS-06-03 The Sleepy Keeper Approh: Methodology, Lyout nd Power Results for 4-it Adder Se Hun Kim, Vinent J. Mooney III nd Jun Cheol Prk Center for Reserh on Emedded Systems nd Tehnology

More information

Rotoroll OK! User's Guide

Rotoroll OK! User's Guide Rotoroll Pge Sfety preution. The user must never open Rotoroll to inspet it, reple prts or unertke repirs. The reeling mehnisms spring my pop out of its set n use mge n injury to persons, nimls n ojets

More information

PERFORMANCE EVALUATION OF HIGHWAY MOBILE INFOSTATION NETWORKS

PERFORMANCE EVALUATION OF HIGHWAY MOBILE INFOSTATION NETWORKS PERFORMANCE EVALUATION OF HIGHWAY MOBILE INFOSTATION NETWORKS Wing Ho Yuen WINLAB Rutgers University Piscataway, NJ 8854 anyyuen@winlab.rutgers.eu Roy D. Yates WINLAB Rutgers University Piscataway, NJ

More information

Introduction. Lance Baumgard. Introduction con t. Research Emphasis at AZ. Teaching and Advising. Research Emphasis at ISU 4/29/2010

Introduction. Lance Baumgard. Introduction con t. Research Emphasis at AZ. Teaching and Advising. Research Emphasis at ISU 4/29/2010 Introduction Lnce Bumgrd Associte Professor Ntive of southwest Minnesot BS: U of Minnesot MS: U of Minnesot Advisor: Brin Crooker Thesis: Effects of genetic selection for milk yield on somtotropin prmeters

More information

Adiabatic CMOS Circuit Design: Principles and Examples

Adiabatic CMOS Circuit Design: Principles and Examples Aditi CMOS Ciruit Design: Priniples nd Exmples X.Wu,G.Hng,ndM.Pedrm Astrt: In view of hnging the type of energy onversion in CMOS iruits nd therey hieving ultr-low-power design, this pper investigtes diti

More information

Site Protection and Recovery. 26 SEP 2017 VMware Validated Design 4.1 VMware Validated Design for Software-Defined Data Center 4.1

Site Protection and Recovery. 26 SEP 2017 VMware Validated Design 4.1 VMware Validated Design for Software-Defined Data Center 4.1 Site Protetion n Reovery 26 SEP 2017 VMwre Vlite Design 4.1 VMwre Vlite Design for Softwre-Define Dt Center 4.1 Site Protetion n Reovery You n fin the most up-to-te tehnil oumenttion on the VMwre wesite

More information

Math 254 Calculus Exam 1 Review Three-Dimensional Coordinate System Vectors The Dot Product

Math 254 Calculus Exam 1 Review Three-Dimensional Coordinate System    Vectors   The Dot Product Mth 254 Clculus Exm 1 Review Your first exm is Fridy, April 26. I will provide one pge of notes. You my bring in one 3- inch by 5-inch note crd with notes on both sides. You should hve been working on

More information

Meat and Food Safety. B.A. Crow, M.E. Dikeman, L.C. Hollis, R.A. Phebus, A.N. Ray, T.A. Houser, and J.P. Grobbel

Meat and Food Safety. B.A. Crow, M.E. Dikeman, L.C. Hollis, R.A. Phebus, A.N. Ray, T.A. Houser, and J.P. Grobbel Met nd Food Sfety Needle-Free Injection Enhncement of Beef Strip Loins with Phosphte nd Slt Hs Potentil to Improve Yield, Tenderness, nd Juiciness ut Hrm Texture nd Flvor B.A. Crow, M.E. Dikemn, L.C. Hollis,

More information

Provider How To. Software Process Service Results

Provider How To. Software Process Service Results Softwre Proess Servie Results Provier How To Copyright Glenwoo Systems LLC 2010. The informtion herein remins the property of Glenwoo Systems LLC. This informtion my not e reprinte or uplite, n is governe

More information

Crossing the Line A GIS investigation

Crossing the Line A GIS investigation GIS investigtion NAME rossing the Line A GIS investigtion Glol perspetive: rossing the Line DAE Answer ll questions on the stuent nswer sheet hnout Bounries re invisile lines on the erth s surfe. hey ivie

More information

Write down the correct answer for each of the following computations. Try to complete

Write down the correct answer for each of the following computations. Try to complete Prtil Nursing Clultions y Vl Hext n Lii Myner, 2003 MODULE SIX: COMPLEX CALCULATIONS ASSESSMENT TWO: Complex Meition Aministrtion Write own the orret nswer for eh of the following omputtions. Try to omplete

More information

Including CD-ROM for whiteboard use or printing. Primary THE ALGEBRA BOOK. Written by Laura Sumner

Including CD-ROM for whiteboard use or printing. Primary THE ALGEBRA BOOK. Written by Laura Sumner Inluing CD-ROM for whiteor use or printing Primr THE ALGEBRA BOOK Written Lur Sumner Primr THE ALGEBRA BOOK Written Lur Sumner Primr Aknowlegements: Author: Lur Sumner Cover n Pge Design: Kthrn Wester

More information

Not for Citation or Publication Without Consent of the Author

Not for Citation or Publication Without Consent of the Author Not for Cittion or Puliction Without Consent of the Author AN AUTOMATED SEX PHEROMONE TRAP FOR MONITORING ADULT CM AND OFM AND THE INFLUENCE OF TRAP COLOR ON MOTH AND NON-TARGET CAPTURES Brin L. Lehmn

More information

Poultry No The replacement value of betaine for DL-methionine and Choline in broiler diets

Poultry No The replacement value of betaine for DL-methionine and Choline in broiler diets Poultry No. 1573 The replement vlue of etine for DL-methionine nd Choline in roiler diets Key Informtion In roiler diets defiient in sulfur mino ids ut dequtely supplemented with methyl groups vi dded

More information

What can you do with money? What can you not do with money? You can save it. And what about you? Add one sentence about yourself in the language box.

What can you do with money? What can you not do with money? You can save it. And what about you? Add one sentence about yourself in the language box. UNIT 4 Money 1 Wht n you (not) o with money? In groups, think of s mny exmples s you n. Wht n you o with money? Wht n you not o with money? You n sve it. You n t et it. You n len it. An wht out you? A

More information

Finite-Dimensional Linear Algebra Errata for the first printing

Finite-Dimensional Linear Algebra Errata for the first printing Finite-Dimensionl Liner Algebr Errt for the first printing Mrk S. Gockenbch Jnury 6, 011 The following corrections will be mde in the second printing of the text, expected in 011. Pge 41: Exercise 5: S

More information

Effects of Feeding Citrus Pulp or Corn Supplements With Increasing Levels of Added Undegraded Intake Protein on the Performance of Growing Cattle

Effects of Feeding Citrus Pulp or Corn Supplements With Increasing Levels of Added Undegraded Intake Protein on the Performance of Growing Cattle Effets of Feeding Citrus Pulp or Corn Supplements With Inresing Levels of Added Undegrded Intke Protein on the Performne of Growing Cttle Deke Alkire Todd Thrift Willim Kunkle 1 Citrus pulp-sed supplements

More information

SMT DDRIII SOCKET ASS'Y

SMT DDRIII SOCKET ASS'Y 1 3 4 4.00 PIN#11 1.30 KE W G 5.80 1.45 + 0.07 PIN#40 7.60 3.60 0.88#0.10 ONTT GP.0 PIN#1 1.000 133.75 0.10 SLOT LENGH PIN#10 E 147.08 REF.(160 M. LTH OPEN) 18.8 MIN. TE OE 7 SETING HEIGHT.30 0.10 0.10

More information

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids Using Pcloutrzol to Suppress Inflorescence Height of Potted Phlenopsis Orchids A REPORT SUBMITTED TO FINE AMERICAS Linsey Newton nd Erik Runkle Deprtment of Horticulture Spring 28 Using Pcloutrzol to Suppress

More information

A Multi-information Localization Algorithm in Wireless Sensor Networks and its Application in Medical Monitoring Systems

A Multi-information Localization Algorithm in Wireless Sensor Networks and its Application in Medical Monitoring Systems A Multi-informtion Loliztion Algorithm in Wireless Sensor Networks n its Applition in Meil Monitoring Sstems Zin PEI Hngzhou Norml Universit Qinjing College; Hngzhou; Chin 310012; Emil: peiz2004@hoo.om.n

More information

An Energy Efficient Seizure Prediction Algorithm

An Energy Efficient Seizure Prediction Algorithm An Energy Efficient Seizure Prediction Algorithm Zhongnn Fng Electricl Engineering Stnford University zhongnn@stnford.edu Yun Yun Sttistics Stnford University yun@stnford.edu Andrew Weitz Bioengineering

More information

FPGA-based Low Latency Inverse QRD Architecture for Adaptive Beamforming in Phased Array Radars

FPGA-based Low Latency Inverse QRD Architecture for Adaptive Beamforming in Phased Array Radars RADIOENGINEERING, VOL. 6, NO. 3, SEPTEMBER 07 85 FPGA-baed Low Lateny Invere QRD Arhiteture for Adaptive Beamforming in Phaed Array Radar Raafia IRFAN, Haroon ur RASHEED, Waqa Ahmed TOOR Dept. of Eletrial

More information

Variations in burn perfusion over time as measured by portable ICG fluorescence: A case series

Variations in burn perfusion over time as measured by portable ICG fluorescence: A case series Burns & Trum, Otoer 2014, Vol 2, Issue 4 Cse Report Vritions in urn perfusion over time s mesured y portle ICG fluoresene: A se series Shrmil Dissnike, Senn Adul-Hmed, John A. Griswold Deprtment of Surgery,

More information

Input from external experts and manufacturer on the 2 nd draft project plan Stool DNA testing for early detection of colorectal cancer

Input from external experts and manufacturer on the 2 nd draft project plan Stool DNA testing for early detection of colorectal cancer Input externl experts nd mnufcturer on the 2 nd drft project pln Stool DNA testing for erly detection of colorectl cncer (Project ID:OTJA10) All s nd uthor s replies on the 2nd drft project pln Stool DNA

More information

AR Rice Performance Trials (ARPT) Color as a Quality Indicator. Functional Property Analyses. Cause of Chalkiness in Rice Kernels

AR Rice Performance Trials (ARPT) Color as a Quality Indicator. Functional Property Analyses. Cause of Chalkiness in Rice Kernels Chlk, Color, n Milling Qulity Trens in AR Rice Performnce Tril Dt Srh Lnning, Rusty Butist, Terry Sieenmorgen, Pul Counce, n Amogh Amrekr 1 Inustry Allince Meeting Center for Excellence in Poultry Science

More information

Audiological Bulletin no. 31

Audiological Bulletin no. 31 Auiological Bulletin no. 31 The effect - an introuction News from Auiological Research an Communication 9 502 1043 001 / 05-07 Introuction Venting in earmouls has been use for many years to control the

More information

Measurement of directly designed gears with symmetric and asymmetric teeth

Measurement of directly designed gears with symmetric and asymmetric teeth Mesurement of irectly esigne gers with symmetric n symmetric teeth Dr. Alexner L. Kelevich, AKGers, LLC, Shoreview, MN, USA Toic: Mnufcturing ABSTRACT In comrison with the tritionl ger esign roch se on

More information

Copy Number ID2 MYCN ID2 MYCN. Copy Number MYCN DDX1 ID2 KIDINS220 MBOAT2 ID2

Copy Number ID2 MYCN ID2 MYCN. Copy Number MYCN DDX1 ID2 KIDINS220 MBOAT2 ID2 Copy Numer Copy Numer Copy Numer Copy Numer DIPG38 DIPG49 ID2 MYCN ID2 MYCN c DIPG01 d DIPG29 ID2 MYCN ID2 MYCN e STNG2 f MYCN DIPG01 Chr. 2 DIPG29 Chr. 1 MYCN DDX1 Chr. 2 ID2 KIDINS220 MBOAT2 ID2 Supplementry

More information

CS738: Advanced Compiler Optimizations. Flow Graph Theory. Amey Karkare

CS738: Advanced Compiler Optimizations. Flow Graph Theory. Amey Karkare CS738: Avance Compiler Optimizations Flow Graph Theory Amey Karkare karkare@cse.iitk.ac.in http://www.cse.iitk.ac.in/~karkare/cs738 Department of CSE, IIT Kanpur Agena Speeing up DFA Depth of a flow graph

More information

Effects of physical exercise on working memory and prefrontal cortex function in post-stroke patients

Effects of physical exercise on working memory and prefrontal cortex function in post-stroke patients Effects of physicl exercise on working memory nd prefrontl cortex function in post-stroke ptients M Moriy, C Aoki, K Sktni Grdute School of Helth Sciences Reserch, Mjor of Physicl Therpy, TeikyoHeisei

More information

THE INVESTIGATION OF THE EFFECT OF THE REINFORCEMENT S KIND ON THE TENSILE STRENGTH IN THE FIBER REINFORCED COMPOSITE MATERIALS

THE INVESTIGATION OF THE EFFECT OF THE REINFORCEMENT S KIND ON THE TENSILE STRENGTH IN THE FIBER REINFORCED COMPOSITE MATERIALS Trakia Journal of Science, Vol. 7, Suppl. 2, pp 15-19, 2009 Copyright 2009 Trakia Univerity Available online at: http://www.uni-z.bg ISSN 1313-7050 (print) ISSN 1313-3551 (online) Original Contribution

More information

Reduced juvenile hormone synthesis in mosquitoes with low teneral reserves reduces ovarian previtellogenic development in Aedes aegypti

Reduced juvenile hormone synthesis in mosquitoes with low teneral reserves reduces ovarian previtellogenic development in Aedes aegypti The Journl of Experimentl Biology 27, 2685-269 Pulishe y The Compny of Biologists 24 oi:1.1242/je.193 2685 Reue juvenile hormone synthesis in mosquitoes with low tenerl reserves reues ovrin previtellogeni

More information

SuperCaliper SERIES 500 No battery or origin reset needed for IP67 digital caliper

SuperCaliper SERIES 500 No battery or origin reset needed for IP67 digital caliper SuperCliper SERIES 500 No ttery or origin reset neee for IP67 igitl liper With no nnoying origin restortion neessry, mesurement n e strte ny time n there is no restrition on operting spee. Insuffiient

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION DOI: 1.138/n358 TLR2 nd MyD88 expression in murine mmmry epithelil supopultions. CD24 min plus MRU Myo-epithelil Luminl progenitor (CD61 pos ) Mture luminl (CD61 neg ) CD49f CD61 Reltive expression Krt5

More information

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method Ksetsrt J. (Nt. Sci.) 48 : 729-739 (2014) Study of Stress Distriution in the Tii During Stnce Phse Running Using the Finite Element Method Thepwchr Ruchirh 1, Tumrong Puttpitukporn 1, * nd Siriporn Ssimontonkul

More information

USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS

USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS Swine Dy 1996 USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS B. W. Senne, J. D. Hncock, I. Mvromichlis, S. L. Johnston, P. S. Sorrell, I. H. Kim, nd R. H. Hines Summry Two

More information

Optimizing Metam Sodium Fumigation in Fine-Textured Soils

Optimizing Metam Sodium Fumigation in Fine-Textured Soils Optimizing Metm Sodium Fumigtion in Fine-Textured Soils Neil C Gudmestd University Distinguished Professor & Endowed Chir of Potto Pthology Deprtment of Plnt Pthology North Dkot Stte University Erly Dying

More information

Cos7 (3TP) (K): TGFβ1(h): (K)

Cos7 (3TP) (K): TGFβ1(h): (K) IP#2: IP#1: Totl Lystes luiferse tivity (K): 6-4 - (K): luiferse tivity luiferse tivity (K): 2 1 RL-: - + + + + + Sm4-3F: + - + + + + MYC-Sm3: - - - - + + TβRI-HA(T204D): - - - + - + α-ha Luiferse Ativity

More information

Spontaneous persistent ac.vity in entorhinal cortex modulates cor.co- hippocampal

Spontaneous persistent ac.vity in entorhinal cortex modulates cor.co- hippocampal Spontaneous persistent a.vity in entorhinal ortex moulates or.o- hippoampal intera.ons in vivo Thomas T. G. Hahn, James M. MFarlan, Sven Bererih, Bert Sakmann, Mayank R. Mehta Neoortial persistent Up states

More information

Introduction to Study Designs II

Introduction to Study Designs II Introdution to Study Designs II Commonly used study designs in publi helth & epidemiologi reserh Benjmin Rihrd H. Muthmbi, DrPH, MPH Stte HIV Epidemiologist HIV Epidemiology Investigtion Setion PA Deprtment

More information

Investigation the Effect of Thickness on the Structural and Optical Properties of Nano ZnO Films Prepared by d.c Magnetron Sputtering

Investigation the Effect of Thickness on the Structural and Optical Properties of Nano ZnO Films Prepared by d.c Magnetron Sputtering We Site: www.ijiem.org Emil: eitor@ijiem.org, eitorijiem@gmil.om Investigtion the Effet of Thikness on the Struturl n Optil Properties of Nno ZnO Films Prepre y. Mgnetron Sputtering M.F.A.Alis 1, R.M.Aljrrh

More information

Selection for Increased Marbling

Selection for Increased Marbling Seletion for Inrease Marbling Floria is primarily a ow-alf prouing state, that markets most of the alves as stokers an feeers to western feeing areas for growing an finishing in feelots an then slaughtering

More information

State-space feedback 4 Ackermann s approach

State-space feedback 4 Ackermann s approach Stte-e feedbk 4 kerm roh J Roiter Slide by thoy Roiter Itrodutio The reiou ideo howed how tte feedbk le ole reiely log the ytem u fully otrollble. x x Bu x x u Kx Both relied o otrol oil form. Thi ideo

More information

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1 JOURNL OF THE EXPERMENTL NLYSS OF BEHVOR VOLUME 7, NUMBER JNURY, 1 964 DFFERENTL RENFORCEMENT OF VOCL DURTON1 HRLN LNE UNVERSTY OF MCHGN The effects of differentil reinforcement of vocl durtion were exmined

More information

Richard E. Frye,1,2 Richard L. Doty,1,2 and Paul Shaman,1,3

Richard E. Frye,1,2 Richard L. Doty,1,2 and Paul Shaman,1,3 BILATERAL AND UNILATERAL LFACTRY SENSITIVITY' RELATINSHIP T HANDEDNESS AND GENDER Richr E. Frye,1,2 Richr L. Doty,1,2 n Pul Shmn,1,3 INTRDUCTIN ISmell n Tste Center, 2Deprtment of torhinolryngology --

More information

2 nd Properties of the Exponential Functions

2 nd Properties of the Exponential Functions Dte:/26/25 2 nd Clss Objective: Appl the concept to eplore the properties of functions of the form = bˣ. Appl the concept to grph eponentil functions tht hve bse e Agend: Bell ringer (e: 3,32 pge 44) vocbulr

More information

a3 Chains of type V collagen regulate breast tumour growth via glypican-1

a3 Chains of type V collagen regulate breast tumour growth via glypican-1 Reeive 5 Aug 16 Aepte De 16 Pulishe 19 Jn 17 3 Chins of type V ollgen regulte rest tumour growth vi glypin-1 Guorui Hung 1, Goxing Ge 1,w, Vlerio Izzi & Dniel S. Greenspn 1 DOI: 1.138/nomms1351 OPEN Periellulr

More information

Protein Structure Prediction using 2D HP Lattice Model Based on Integer Programming Approach

Protein Structure Prediction using 2D HP Lattice Model Based on Integer Programming Approach 212 International Congre on Informatic, Environment, Energy and Application-IEEA 212 IPCSIT vol.38 (212) (212) IACSIT Pre, Singapore Protein Structure Prediction uing 2D HP Lattice Model Baed on Integer

More information

Increasing the usage level of corn and distillers grains in market turkey diets through the use of supplemental amino acids

Increasing the usage level of corn and distillers grains in market turkey diets through the use of supplemental amino acids Inresing the usge level of orn n istillers grins in mrket turkey iets through the use of supplementl mino is August 014 By: Sny Noll University of Minnesot Contents EXECUTIVE SUMMARY... INTRODUCTION...

More information

AlphaEclipse 3600 Series A Sign Installation Instructions ( C) September 28, 2004

AlphaEclipse 3600 Series A Sign Installation Instructions ( C) September 28, 2004 lphaeclipse 3600 Series Sign Installation Instructions (9711-8001) September 28, 2004 Shop drawings The following drawings are attached: 11800000-04 (1 sheet) Single cube wiring diagram 11800000-05 (2

More information

Extraction and Some Functional Properties of Protein Extract from Rice Bran

Extraction and Some Functional Properties of Protein Extract from Rice Bran Ksetsrt J. (Nt. Sci.) 40 : 209-214 (2006) Extrction nd Some Functionl Properties of Protein Extrct from Rice Brn Chockchi Theerkulkit*, Siree Chiseri nd Siriwt Mongkolknchnsiri ABSTRACT Rice brn protein

More information

Neighbourhood Watch London

Neighbourhood Watch London Neighbourhood Wth ondon Presenttion to Counity & Protetive ervies Coittee= Ot 25,24 Presented by: N. Wilson - 24 President Neighbourhood Wth ondon Prepred by: J.Andruhow- Progr Mnger Neighbouhood Wth ondon

More information

Objectives. R/S determination. R/S determination. Epoxidation. Last lecture Chirality

Objectives. R/S determination. R/S determination. Epoxidation. Last lecture Chirality Lst leture hirlity This leture enntiomers distereomers / nottion hirlity jetives optil & iologil properties hirl moleules ontining more thn one hirlity enter. retions tht rete stereoisomers 1 Dr. Ky nderg

More information

Chapter 7. Control and Coordination

Chapter 7. Control and Coordination Chpter 7 Control n Coorintion 1 Whih of the following sttements is orret out reeptors? Gusttory reeptors etet tste while olftory reeptors etet smell Both gusttory n olftory reeptors etet smell Auitory

More information

Deployment for Region B. 17 JUL 2018 VMware Validated Design 4.3 VMware Validated Design for Software-Defined Data Center 4.3

Deployment for Region B. 17 JUL 2018 VMware Validated Design 4.3 VMware Validated Design for Software-Defined Data Center 4.3 17 JUL 2018 VMwre Vlite Design 4.3 VMwre Vlite Design for Softwre-Define Dt Center 4.3 You n fin the most up-to-te tehnil oumenttion on the VMwre wesite t: https://os.vmwre.om/ If you hve omments out this

More information

Effects of Dietary Protein and Energy on Growth Performance and Carcass Characteristics of Betong Chickens (Gallus domesticus) During Growing Period

Effects of Dietary Protein and Energy on Growth Performance and Carcass Characteristics of Betong Chickens (Gallus domesticus) During Growing Period Interntionl Journl of Poultry Science 9 (5): 468-472, 2010 ISSN 1682-8356 Asin Network for Scientific Informtion, 2010 Effects of Dietry Protein nd Energy on Growth Performnce nd Crcss Chrcteristics of

More information

Effect of Graded Levels of Niacin Supplementation on Total Mixed Ration Containing Different Non-Protein Nitrogen Sources in vitro

Effect of Graded Levels of Niacin Supplementation on Total Mixed Ration Containing Different Non-Protein Nitrogen Sources in vitro Journl of Animl Reserh: v.5 n.4, p. 729-735. Deemer 2015 DOI: 10.5958/2277-940X.2015.00121.7 Effet of Gre Levels of Niin Supplementtion on Totl Mixe Rtion Contining Different Non-Protein Nitrogen Soures

More information

I.G.C.S.E. Sine and Cosine Rules. You can access the solutions from the end of each question

I.G.C.S.E. Sine and Cosine Rules. You can access the solutions from the end of each question I.G..S.E. Sine nd osine Rules Index: Plese lik on the question numer you wnt Question 1 Question 2 Question 3 Question 4 Question 5 Question 6 You n ess the solutions from the end of eh question Question

More information

Title of Experiment: Author, Institute and address:

Title of Experiment: Author, Institute and address: Title of Experiment: Trsfetion of murine mrophge RAW264.7 ells with METAFECTENE PRO. Author, Institute n ress: Ptrizi Pellegtti n Frneso Di Virgilio. Deprtment of Experimentl n Dignosti Meiine, Setion

More information

Supplementary Figure 1. Scheme of unilateral pyramidotomy used for detecting compensatory sprouting of intact CST axons.

Supplementary Figure 1. Scheme of unilateral pyramidotomy used for detecting compensatory sprouting of intact CST axons. () BDA 2 weeks fter Py () AAVs Cre or GFP t P1 BDA 2 weeks fter Py CSMN CST () Py t P7 or 2 months () Py t 2 months Supplementry Figure 1. Sheme of unilterl pyrmidotomy used for deteting ompenstory sprouting

More information

IIS01_05 PC-1 REVISED TABLE A TO (SEE NOTE 2) IIS01_07 PC-1 REVISED TABLE A TO INCLUDE POLYPROPYLENE PIPE

IIS01_05 PC-1 REVISED TABLE A TO (SEE NOTE 2) IIS01_07 PC-1 REVISED TABLE A TO INCLUDE POLYPROPYLENE PIPE PGE INTERIM STNR REVISION 1. IIS1_ P-1 REVISE TBLE TO (SEE NOTE ) 1. IIS1_ P-1 REVISE PE PIPE HRT REMOVE VITRIFIE LY PIPE E POLYPROPYLENE PIPE REVISE NOTES N N E NOTE. 1.1 IIS1_ P-1 REVISE TBLE TO INLUE

More information

Glycemic Index: The Analytical Perspective

Glycemic Index: The Analytical Perspective FEATURE Glyemi Index: The Anlytil Perspetive Jon W. DeVries Generl Mills, In. Minnepolis, MN The purpose of siene, nd thus, the role of the sientist, is generlly elieved to e to pursue the disovery, development,

More information