One Ring to Rule them All: Service Discovery and Binding in Structured Peer-to-Peer Overlay Networks

Size: px
Start display at page:

Download "One Ring to Rule them All: Service Discovery and Binding in Structured Peer-to-Peer Overlay Networks"

Transcription

1 On Ring to Rul thm All: Srvi Disovry n Bining in Strutur Pr-to-Pr Ovrly Ntworks Migul Cstro Mirosot Rsrh, J J Thomson Clos, Cmrig, CB 0FB, UK. Ptr Drushl Ri Univrsity, 100 Min Strt, MS-1, Houston, TX 00, USA. Ann-Mri Krmrr Mirosot Rsrh, J J Thomson Clos, Cmrig, CB 0FB, UK. Antony Rowstron Mirosot Rsrh, J J Thomson Clos, Cmrig, CB 0FB, UK. On Ring to rul thm ll. On Ring to in thm. On Ring to ring thm ll. An in th rknss in thm. Astrt J.R.R. Tolkin Sl-orgnizing, strutur pr-to-pr (pp) ovrly ntworks lik CAN, Chor, Pstry n Tpstry or novl pltorm or vrity o sll n ntrliz istriut pplitions. Ths systms provi iint n ult-tolrnt routing, ojt lotion, n lo lning within sl-orgnizing ovrly ntwork. On mjor prolm with ths systms is how to ootstrp thm. How o you i whih ovrly to join? How o you in ontt no in th ovrly to join? How o you otin th o tht you shoul run? Currnt systms rquir tht h no tht prtiipts in givn ovrly supports th sm st o pplitions, n tht ths pplitions r pr-instll on h no. In this position ppr, w skth th sign o n inrstrutur tht uss univrsl ovrly to provi sll inrstrutur to ootstrp multipl srvi ovrlys proviing irnt untionlity. It provis mhnisms to vrtis srvis n to isovr srvis, ontt nos, n srvi o. 1. Introution Rnt systms suh s CAN [11], Chor [1], Kmli [], Pstry [1] n Tpstry [1] provi slorgnizing strutur pr-to-pr (pp) ovrly ntwork tht n srv s sustrt or lrg-sl pr-to-pr pplitions. On o th strtions tht ths systms n provi is sll, ult-tolrnt istriut hsh tl (DHT), in whih ny itm n lot within oun numr o routing hops, using smll pr-no routing tl. In ths systms liv no in th ovrly to h ky n provi primitivs to sn mssg to ky. Mssgs r rout to th liv no tht is urrntly rsponsil or th stintion ky. Kys r hosn rom lrg sp n h no is ssign n intiir (noi) hosn rom th sm sp. Eh no mintins routing tl with nois n IP rsss o othr nos. Th protools us ths routing tls to ssign kys to liv nos. For instn, in Pstry, ky is ssign to th liv no with noi numrilly losst to th ky. In th simplst s, DHTs n us to stor kyvlu pirs muh lik ntrliz hsh tls. Lookup n insrt oprtions n prorm in smll numr o routing hops. Th ovrly ntwork is ompltly slorgnizing, n h no mintins only smll routing tl with siz onstnt or logrithmi in th numr o prtiipting nos. Strutur pp ovrlys n us s pltorm or vrity o istriut srvis, inluing rhivl stors [,, 1], ontnt istriution [] n pplition-lvl multist [1,, 1]. Srvi vrtismnt, isovry n ining r ommon prolms in istriut systms [10, 1, ]. Srvi vrtismnt n isovry mhnisms llow usr to ploy n in srvis o intrst, n ining provis th usr with th o nssry to instll th srvi on no. Ths prolms r ompoun in pp ovrlys us th srvi is run y lrg numr o ivrs, istriut prs. Furthrmor, ining is hrr or pp srvi us joining pr is rquir to know ontt no lry in th ovrly. Currnt pp ovrlys o not provi goo solution to ths prolms. Thy rquir tht h no supports th sm st o pplitions, n tht ths pplitions r pr-instll on h no. Aitionlly, thy o not provi sll solution to in ontt no to join n ovrly. In this position ppr, w skth th sign o n in-

2 rstrutur tht uss univrsl pp ovrly to provi sll mhnisms to ootstrp multipl srvi ovrlys proviing irnt untionlity. It provis mhnisms to vrtis n isovr srvis, ontt nos, n srvi o. In th ollowing sription, w will us Pstry s n mpl strutur pp ovrly protool. It shoul not tht th is n onpts pply qully to othr protools lik Chor, CAN n Tpstry.. Pstry ovrviw In Pstry, kys n nois r 1 its in lngth n n thought o s squn o igits in s 1. Pstry routs mssg to th no whos noi is numrilly losst to th ky, in irulr noi sp, whih w ll ring. Eh no mintins oth l st n routing tl. Th l st ontins th immit lokwis n ountr-lokwis nighoring nos in th irulr noi sp. A no s routing tl is orgniz into rows n olumns. Th ntris in row o th routing tl rr to nos whos nois shr th irst igits with th prsnt no s noi; th th noi igit o no in olumn o row quls. Th olumn in row orrsponing to th vlu o th s igits o th lol no s noi rmins mpty. NoIs r hosn rnomly with uniorm proility rom th st o 1-it strings. As rsult, only rows r popult in no s routing tl on vrg, i thr r nos prtiipting in th ovrly. Figur 1 pits n mpl routing tl. In norml routing stp, Pstry no orwrs th mssg to no whos noi shrs with th ky pri tht is t lst on igit longr thn th pri tht th ky shrs with th prsnt no s i. I no suh no is known, th mssg is orwr to no whos noi shrs pri with th ky s long s th urrnt no, ut is numrilly losr to th ky thn th prsnt no s i. Suh no must ist in th l st, unlss ll o th mmrs in on hl o th l st hv il onurrntly. Givn tht nos with jnt nois r highly unlikly to sur orrlt ilurs, th proility o this vnt n m vry smll vn or most vlus o. Th pt numr o routing hops is only. Figur shows n mpl. Eh srvi is ssign uniqu srvi i. Whn no trmins tht it is numrilly losst to th ky (using th l st), it livrs th mssg to th lol srvi whos srvi i mths tht ontin in th mssg. Morovr, th srvi is notii on h intrmit no tht mssg nountrs long its rout. Srvis us this to prorm ynmi hing, to onstrut multist trs, t. Pstry is ully sl-orgnizing. A no join protool nsurs tht nw no n initiliz its l st n routing tl, n rstor ll systm invrints y hnging O(log N) mssgs. In th vnt o no ilur, th invrints n likwis rstor y hnging O(log N) mssgs. Lik ll othr pp ovrlys, Pstry rquirs ontt no lry in th ovrly to ootstrp th join protool. Pstry onstruts th ovrly ntwork in mnnr tht is wr o th proimity twn nos in th unrlying Intrnt. As rsult, on n show tht Pstry hivs n vrg ly pnlty, i.., th totl ly prin y Pstry mssg rltiv to th ly twn sour n stintion in th Intrnt, o only out two [1].. Th univrsl ring Our inrstrutur or srvi isovry n ining rlis on univrsl ring, whih is n ovrly tht ll prtiipting nos r pt to join. Th univrsl ring only provis srvis to ootstrp othr srvis. Othr srvis typilly orm sprt ovrlys, whih r rt ynmilly. Th nos in th srvi spii ovrlys r sust o th nos in th univrsl ring. Th univrsl ring nls prs to vrtis n isovr srvis o intrst, to in th o thy n to run to prtiipt in prtiulr srvi ovrly, n to in ontt no to join th srvi ovrly..1. Joining th univrsl ring To join th univrsl ring, h no ns to otin noi tht is ssign y som lmnt o st o trust uthoritis,.g., ICANN or rtiition uthority lik Vrisign. Th rtiition uthority ssigns rnom noi to th no n signs noi rtiit tht ins th noi with puli ky or oun mount o tim. Th no knows th privt ky tht orrspons to this puli ky to uthntit itsl to othr nos in th ovrly. Th rtiition uthority shoul hrg nos or th rtiits it issus to mk it mor iiult or n ttkr to ontrol mny virtul nos in th univrsl ring []. Atr otining noi rtiit, joining no ns to otin th rss o ontt no in th univrsl ring. I lrg rtion o th nos in th Intrnt r in th univrsl ring, on n us rut-or, istriut thniqus to in ontt no. For mpl, pning ring IP multist or othr orms o ontroll looing will work wll us thy will in ontt no within w hops o th joining no. Othrwis, srvrs with wll-known omin nms n us, whih provi

3 O Rout(1) 1 Figur 1. Routing tl o Pstry no with noi,. Digits r in s 1, rprsnts n ritrry sui. Figur. Routing mssg rom no with ky. Th ots pit liv nos in Pstry s irulr nmsp. rnomly hosn ontt no upon rqust. Ths thniqus o not work wll to in ontt nos or iniviul srvi ovrlys, whih will likly smllr n numrous. W sri srvi tht provis ontt nos or srvi ovrlys in Stion.... Univrsl ring srvis Thr r thr si srvis tht th univrsl ring must provi to ilitt srvi vrtismnt, isovry n ining...1 Prsistnt stor Th irst srvi is prsistnt stor or ky-il pirs tht provis iint ss to ils givn thir kys. This srvi is us to stor inormtion out srvis, th o n to run thm, n lists o ontt nos or th irnt srvis. All stor ils r immutl pt ontt lists, whih o not rquir strong onsistny smntis. Th untionlity provi y th prsistnt stor is similr to th on or y PAST [1]. All ils stor in th univrsl ring must sign using privt ky ssoit with vli noi rtiit. A ky-il pir is insrt in th stor y using Pstry to rout to th no in th univrsl ring whos noi is th numrilly losst to th ky. This no vriis th signtur in th il n thn rplits th il ovr th numrilly losst nos in th ring to provi ulttolrn ginst no ilurs. Th lookup o il givn ky lso involvs routing lookup rqust to th no in th univrsl ring whos noi is th numrilly losst to th ky. Th no prorming th lookup thn rivs opy o th sign il, whih it n vriy. Most ils stor in th prsistnt stor r smll n n ggrssivly h. Both on insrtion n lookup ths ils r h on ll nos tht prtiipt in th routing. This hing (whih ws lso us in PAST) is importnt to voi ovrloing nos whn thr r lsh rows; it prvnts th nos rsponsil or storing il ssoit with srvi rom ing ovrlo i th populrity o th srvi inrss rmtilly in short prio o tim. Co ils n lrg n in this s it might mk sns to h thm lss ggrssivly... Multist Th son si srvi is n pplition-lvl multist srvi, ll Sri [, 1]. Nos wishing to susri to multist group rout rqust to th no whos noi is numrilly losst to th multist groupi, ll th group s root. Eh no long th pth o th rqust impliitly susris to th group, n opts th prvious no long th rout s hil in th group s multist tr. Th rqust trmints whn it rrivs t th root, or t no tht is lry susri to th group. Bus mmrship mngmnt is istriut, th systm is highly sll. A mssg is multist to th group y sning it to th root. Th root thn orwrs th mssg to ll its hilrn, n so on. Whn topology-wr protool lik Pstry or Tpstry is us s th unrlying pp ovrly, th rsult-

4 ing multist trs hv th proprty tht nos in sussivly smllr sutrs r inrsingly nr h othr in th Intrnt. As rsult, th multist is vry iint, oth with rspt to ly n link strss []. Morovr, using simpl n iint srh lgorithm, ny no in th univrsl ring n iintly lot nry mmr o givn group. To in suh mmr, mssg is rout towrs th group s root. Whn th mssg rhs susrir, it rturns its list o hilrn. Th lint thn ontts th nrst mong ths hilrn (trmin, or instn, y msuring th RTT to h hil). This pross ontinus until l in th multist tr is rh. I th multist tr ws onstrut in topologilly wr shion, thn tht no is likly to mong th mmrs tht r nrst to th lint issuing th srh. Aury o this srh n tr or vn highr iiny y ontting rnom hil in h stp; this works prtiulrly wll whn mmrs ist tht r vry los to th lint. Th nry susrir srh n us to isovr nry no in th ntwork with givn proprty. Nos with givn proprty susri to group ssoit with th proprty. It n us, or instn, to iintly lot nry nos with rtin hrwr pilitis or srvis, nos tht hv spr pity, nos tht provi spii srvi, or nos tht r oprt y n orgniztion trust y th usr... Distriut srh Th thir si srvi is istriut srh ngin tht llows usrs to in srvis givn ttul quris. Givn st o kywors n srvi ky, it ssoits th kywors with th spii ky. Th srh ngin llows nos to srh or kys using st o qury kywors. In th simpl s, ooln AND qury is support. Mor ompl quris n rnking o qury rsults r possil ut tils r yon th sop o this ppr. W now rily outlin how th ining oul work. Thr r urrntly svrl projts looking t th vlopmnt o srhing n ining or DHTs []. Hr w sri vry simpl shm tht n signiintly improv. Th srhing n hiv y using istriut invrt in tht ssoits kywor with list o srvi kys. Evry no in th univrsl ring stors prt o th invrt in. Th in or kywor is stor in th no whos noi is numrilly losst to th hsh o th ky. For rsilin to no ilur, th in on h no is rplit ovr th numrilly losst nos in th ring. Whn srh is prorm, th kywors in th qury r hsh n Pstry is us to ss th orrsponing inis. I kywor hs n invrt in ntry, th ssoit st o srvi kys is rturn. Th no n thn tk th intrstion o ll th sts o kys rturn. Th intrstion rprsnts tht st o srvis tht stisy th qury. W pln to h rsults o populr quris in th pth to thir omponnt kywors to prvnt ovrlos unr lsh rows s ws on in th prsistnt stor. Prsistnt quris (lso ll triggrs) n implmnt s ollows. A no tht issus prsistnt qury susris to Sri multist group ssoit with h kywor tht pprs in th qury. Whn srvi is vrtis, notiition is snt on th multist groups ssoit with h o th srvi s kywors. Th rivrs intrst th notiitions riv on h group to whih thy susri oring to th qury. As n optimiztion, ooln AND quris n hnl y susriing to group ssoit with th onjuntion o qury kywors in nonil orm. Th root o suh group in turn susris to th groups ssoit with h o th onjuntiv trm s kywors n intrsts notiitions in th ovious wy. In th ollowing stions, w sri in mor til how th prsistnt stor, th multist srvi n th srh ngin r us to nl isovry o srvis, o, n ontt nos... Srvi vrtismnt n isovry A srvi is rt y gnrting srvi rtiit tht sris th srvi. This rtiit inlus th ttul nm o th srvi, ttul sription o th srvi, n st o o kys (whih r sri in th nt stion). Eh o ky intiis irnt implmnttion tht provis th untionlity rquir to run th srvi. Th srvi rtiit is sign y th privt ky ssoit with th noi rtiit o its rtor. To vrtis srvi, th rtor uss th prsistnt stor provi y th univrsl ring to stor th srvi rtiit rlily unr srvi ky, whih is qul to th hsh o th rtiit. Th ttul sription o th srvi n th srvi nm r thn insrt y th rtor into th inis o th srh ngin provi y th univrsl ring. This ssoits th kywors with th srvi ky. In orr or no to rtriv th srvi rtiit, it must isovr th srvi ky. This is prorm y kywor srhing using th srh ngin provi y th univrsl ring. A usr prorms kywor srh to rtriv st o srvi kys, n thn ths srvi kys n us to rtriv thir ssoit srvi rtiits rom th prsistnt stor provi y th univrsl ring. Altrntivly, no intrst in rtin tgoris o nw srvis n issu prsistnt qury in th srh ngin, in orr to notii whn nw srvis o intrst r -

5 vrtis... Co ining n upt As isuss ov, w llow th rtor o srvi to spiy svrl ptl implmnttions or th srvi. Ths implmnttions r not nssrily writtn y th srvi rtor n thy my us y mny srvis tht provi similr untionlity. Thror, o is stor sprtly rom srvi rtiits. Eh implmnttion hs o rtiit tht inlus th implmnttion nm, ttul sription o th o, n th tul o 1. Th rtiit is sign y th o writr using th privt ky ssoit with its noi rtiit in th univrsl ring. This signtur llows usrs to vriy tht th o ws writtn y th o writr, whih is importnt us th usr my unwilling to run pi o o just us th srvi rtor vouh tht it ws suitl or its srvi. Th o ky ssoit with th o rtiit is otin y hshing its ontnts. Th prsistnt stor provi y th univrsl ring is us to stor th o rtiit rlily unr its o ky. Atr otining srvi rtiit, no slts o ky, n thn rtrivs th o rtiit ssoit with tht ky rom th prsistnt storg srvi running on th univrsl ring. Sotwr upts or n implmnttion r insrt into th prsistnt stor. Th nw o kys r thn vrtis on multist group onsisting ithr o ll mmrs o th ssoit srvi ovrly, or ll nos tht us prvious vrsions o th givn implmnttion... Joining srvi ovrly Atr otining th srvi rtiit n th o or srvi o intrst, no is lmost ry to join th srvi ovrly. But irst it ns to otin th rss o ontt no in th srvi ovrly. W sri how to in this no nt. For h srvi, smll list o ontt nos is insrt in th univrsl ring unr th srvi ky. A no tht wnts to join th ovrly o th srvi otins this list whn it looks up th srvi rtiit in th univrsl ring. Thn, it slts on o th nos in th list t rnom to its ontt no. To nsur tht th ontt list rmins rsh, th olst lmnt in th list is rpl y th joining no. Copis o th ontt list n h in th univrsl ring pth 1 Potntilly othr ils oul to o rtiit, suh s oumnttion URL, vrsion numr, o pnny inormtion n so orth. to th no tht stors th srvi ky to prvnt ovrloing this no. Aitionlly, h h opy o th list n upt inpnntly, s sri ov, to nsur its rshnss n to prvnt ovrloing o th ontt nos. Pp ovrlys lik Pstry [1] n Tpstry [1] ploit ntwork lolity to provi ttr prormn. Thy rquir tht th ontt no los to th joining no in th unrlying ntwork topology in orr to hiv this. Howvr, us o th rnomiztion o nois it is highly likly tht th ontt no is not los to th joining no. This prolm n solv y prorming nrst susrir srh on multist group onsisting o th srvi ovrly s urrnt mmrs. Altrntivly, in Pstry, th prolm n solv y using th lgorithm sri in [1]. This lgorithm uss th ontt no n trvrss th srvi ovrly routing tls ottom up to in goo pproimtion to th srvi ovrly no tht is losst to th joining no in th ntwork. A similr lgorithm oul us with Tpstry. On th losst no hs n oun, it is us to strt th joining lgorithm sri in [1].. Conlusions In this position ppr, w hv outlin prliminry sign o n inrstrutur tht provis srvi vrtismnt, isovry n ining to ootstrp srvis s on strutur pp ovrlys. This prolm hs not n rss y prvious work. W hv propos th us o univrsl ring tht provis only ootstrp untionlity whil h srvi runs in sprt pp ovrly. Th univrsl ring provis: n ining srvi tht nls usrs to in srvis o intrst y supplying ooln quris; multist srvi us to istriut sotwr upts n or oorintion mong mmrs o srvi ovrly; prsistnt stor n istriution ntwork tht llows usrs to otin th o n to prtiipt in srvi s ovrly; n srvi to provi usrs with ontt no to join srvi ovrly. Ths srvis r sl-orgnizing n ult-tolrnt n sl to lrg numrs o nos. Th solution w hv propos, whilst trgt t Pstry, is pplil to othr protools suh s CAN, Chor n Tpstry. It is lso pplil to srvi isovry n ining or tritionl ntrliz srvis. Rrns [1] M. Cstro, P. Drushl, Y. C. Hu, n A. Rowstron. Eploiting ntwork proimity in pr-to-pr ovrly ntworks, 00. Sumitt or pulition.

6 [] M. Cstro, P. Drushl, A.-M. Krmrr, n A. Rowstron. SCRIBE: A lrg-sl n ntrliz pplition-lvl multist inrstrutur. IEEE Journl on Slt Ars in ommunitions (JSAC), 00. To ppr. [] F. Dk, M. F. Kshok, D. Krgr, R. Morris, n I. Stoi. Wi-r ooprtiv storg with s. In 1th ACM Symposium on Oprting Systms Prinipls, Ot [] J. R. Douur. Th syil ttk. In Proings o IPTPS0, Cmrig, USA, Mrh 00. [] M. Hrrn, J. M. Hllrstin, R. Hush, B. T. Loo, S. Shnkr, n I. Stoi. Compl quris in ht-s pr-to-pr ntworks. In Proings o IPTPS0, Cmrig, USA, Mrh 00. [] S. Iyr, A. Rowstron, n P. Drushl. Squirrl: A sll pr-to-pr w h. In Proings o th 1st Symposium on Prinipls o Distriut Computing (PODC 00), Montrry, CA, July 00. [] J. Kuitowiz n t l. Onstor: An rhittur or glol-sl prsistnt stor. In Pro. ASPLOS 000, Novmr 000. [] P. Mymounkov n D. Mzièrs. Kmli: A prto-pr inormtion systm s on th or mtri. In Proings o IPTPS0, Cmrig, USA, Mrh 00. [] Mirosot. Upnp spiition. [10] OMG. Cor nming srvi spiition. [11] S. Rtnsmy, P. Frnis, M. Hnly, R. Krp, n S. Shnkr. A Sll Contnt-Arssl Ntwork. In Pro. o ACM SIGCOMM, Aug [1] A. Rowstron n P. Drushl. Pstry: Sll, istriut ojt lotion n routing or lrg-sl pr-to-pr systms. In Intrntionl Conrn on Distriut Systms Pltorms (Milwr), Nov [1] A. Rowstron n P. Drushl. Storg mngmnt n hing in PAST, lrg-sl, prsistnt pr-to-pr storg utility. In 1th ACM Symposium on Oprting Systms Prinipls, Ot [1] A. Rowstron, A.-M. Krmrr, M. Cstro, n P. Drushl. Sri: Th sign o lrg-sl vnt notiition inrstrutur. In Thir Intrntionl Workshop on Ntwork Group Communitions, Nov [1] I. Stoi, R. Morris, D. Krgr, M. F. Kshok, n H. Blkrishnn. Chor: A sll pr-to-pr lookup srvi or intrnt pplitions. In Proings o th ACM SIGCOMM 01 Conrn, Sn Digo, Cliorni, August 001. [1] Sun. Jini spiition. [1] B. Y. Zho, J. D. Kuitowiz, n A. D. Josph. Tpstry: An inrstrutur or ult-rsilint wi-r lotion n routing. Thnil Rport UCB//CSD , U. C. Brkly, April 001. [1] S. Q. Zhung, B. Y. Zho, A. D. Josph, R. H. Ktz, n J. Kuitowiz. Byu: An Arhittur or Sll n Fult-tolrnt Wi-Ar Dt Dissmintion. In Pro. o th Elvnth Intrntionl Workshop on Ntwork n Oprting Systm Support or Digitl Auio n Vio (NOSSDAV 001), Jun 001.

Distributed Systems Principles and Paradigms. Chapter 11: Distributed File Systems. Distributed File Systems. Example: NFS Architecture

Distributed Systems Principles and Paradigms. Chapter 11: Distributed File Systems. Distributed File Systems. Example: NFS Architecture Distriut Systms Prinipls n Prigms Mrtn vn Stn VU mstrm, Dpt. Computr Sin stn@s.vu.nl Chptr 11: Vrsion: Dmr 10, 2012 1 / 14 Gnrl gol Try to mk fil systm trnsprntly vill to rmot lints. 1. Fil mov to lint

More information

Reading. Minimum Spanning Trees. Outline. A File Sharing Problem. A Kevin Bacon Problem. Spanning Trees. Section 9.6

Reading. Minimum Spanning Trees. Outline. A File Sharing Problem. A Kevin Bacon Problem. Spanning Trees. Section 9.6 Rin Stion 9.6 Minimum Spnnin Trs Outlin Minimum Spnnin Trs Prim s Alorithm Kruskl s Alorithm Extr:Distriut Shortst-Pth Alorithms A Fil Shrin Prolm Sy unh o usrs wnt to istriut il monst thmslvs. Btwn h

More information

Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple Packet Transmission

Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple Packet Transmission Enhning Downlink Prormn in Wirlss Ntworks y Simultnous Multipl Pkt Trnsmission Zhngho Zhng n Yunyun Yng Dprtmnt o Eltril n Computr Enginring, Stt Univrsity o Nw York, Stony Brook, NY 11794, USA Astrt In

More information

Algorithmic Aspects of Access Networks Design in B3G/4G Cellular Networks

Algorithmic Aspects of Access Networks Design in B3G/4G Cellular Networks Algorithmi Aspts o Ass Ntworks Dsign in BG/G Cllulr Ntworks Dvi Amzllg, Josph (Si) Nor,DnnyRz Computr Sin Dprtmnt Thnion, Hi 000, Isrl {mzllg,nny}@s.thnion..il Mirosot Rsrh On Mirosot Wy, Rmon, WA 980

More information

Schedule C. Notice in terms of Rule 5(10) of the Capital Gains Rules, 1993

Schedule C. Notice in terms of Rule 5(10) of the Capital Gains Rules, 1993 (Rul 5(10)) Shul C Noti in trms o Rul 5(10) o th Cpitl Gins Ruls, 1993 Sttmnt to sumitt y trnsror o shrs whr thr is trnsr o ontrolling intrst Prt 1 - Dtils o Trnsror Nm Arss ROC No (ompnis only) Inom Tx

More information

Uses for Binary Trees -- Binary Search Trees

Uses for Binary Trees -- Binary Search Trees CS122 Algorithms n Dt Struturs MW 11:00 m 12:15 pm, MSEC 101 Instrutor: Xio Qin Ltur 10: Binry Srh Trs n Binry Exprssion Trs Uss or Binry Trs Binry Srh Trs n Us or storing n rtriving inormtion n Insrt,

More information

Outline. Binary Tree

Outline. Binary Tree Outlin Similrity Srh Th Nikolus Augstn Fr Univrsity of Bozn-Bolzno Fulty of Computr Sin DIS 1 Binry Rprsnttion of Tr Binry Brnhs Lowr Boun for th Eit Distn Unit 10 My 17, 2012 Nikolus Augstn (DIS) Similrity

More information

Hospitals. Internal Revenue Service Information about Schedule H (Form 990) and its instructions is at www.irs.gov/form990.

Hospitals. Internal Revenue Service Information about Schedule H (Form 990) and its instructions is at www.irs.gov/form990. SCHEDULE H Hospitls OMB No. 1545-0047 (Form 990) Complt if th orgniztion nswr "Ys" to Form 990, Prt IV, qustion 20. Atth to Form 990. Opn to Puli Dprtmnt of th Trsury Intrnl Rvnu Srvi Informtion out Shul

More information

Link-Disjoint Paths for Reliable QoS Routing

Link-Disjoint Paths for Reliable QoS Routing Link-Disjoint Pths or Rlil QoS Routing Yuhun Guo, Frnno Kuiprs n Pit Vn Mighm # Shool o Eltril n Inormtion Enginring, Northrn Jiotong Univrsity, Bijing, 000, P.R. Chin Fulty o Inormtion Thnology n Systms,

More information

Network Decoupling for Secure Communications in Wireless Sensor Networks

Network Decoupling for Secure Communications in Wireless Sensor Networks Ntwork Doupling for Sur Communitions in Wirlss Snsor Ntworks Wnjun Gu, Xiol Bi, Srirm Chllppn n Dong Xun Dprtmnt of Computr Sin n Enginring Th Ohio-Stt Univrsity, Columus, Ohio 43210 1277 Emil: gu, ixi,

More information

Oracle PL/SQL Programming Advanced

Oracle PL/SQL Programming Advanced Orl PL/SQL Progrmming Avn In orr to lrn whih qustions hv n nswr orrtly: 1. Print ths pgs. 2. Answr th qustions. 3. Sn this ssssmnt with th nswrs vi:. FAX to (212) 967-3498. Or. Mil th nswrs to th following

More information

Back left Back right Front left Front right. Blue Shield of California. Subscriber JOHN DOE. a b c d

Back left Back right Front left Front right. Blue Shield of California. Subscriber JOHN DOE. a b c d Smpl ID r n sription o trms Bk lt Bk right Front lt Front right Provirs: Pls il ll lims with your lol BluCross BluShil lins in whos srvi r th mmr riv srvis or, whn Mir is primry, il ll Mir lims with Mir.

More information

Operational Procedure: ACNC Data Breach Response Plan

Operational Procedure: ACNC Data Breach Response Plan OP 2015/03 Oprtionl Prour: ACNC Dt Brh Rspons Pln This Oprtionl Prour is issu unr th uthority of th Assistnt Commissionr Gnrl Counsl n shoul r togthr with th ACNC Poliy Frmwork, whih sts out th sop, ontxt

More information

IncrEase: A Tool for Incremental Planning of Rural Fixed Broadband Wireless Access Networks

IncrEase: A Tool for Incremental Planning of Rural Fixed Broadband Wireless Access Networks InrEs: A Tool or Inrmntl Plnning o Rurl Fix Bron Wirlss Ass Ntworks Giomo Brnri n Mhsh K. Mrin Shool o Inormtis Th Univrsity o Einurgh, UK Frnso Tlmon n Dmitry Rykovnov EOLO L NGI SpA, Miln, Itly Astrt

More information

Standard Conditions for Street Traders The Royal Borough of Kensington and Chelsea. Revised standard conditions for street trading

Standard Conditions for Street Traders The Royal Borough of Kensington and Chelsea. Revised standard conditions for street trading Stnr Conitions or Strt Trrs Th Royl Borough o Knsington n Chls Rvis stnr onitions or strt tring Th Royl Borough o Knsington n Chls strt tring linss stnr onitions 2006 1 Dinitions Th ollowing xprssions

More information

Where preparation meets opportunity. My Academic Planner. Early Academic Outreach Program (EAOP)

Where preparation meets opportunity. My Academic Planner. Early Academic Outreach Program (EAOP) Whr prprtion mts opportunity. My Ami Plnnr Erly Ami Outrh Prorm (EAOP) Follow this 4-stp pln to prpr or mission to th Univrsity o Cliorni (UC), Cliorni Stt Univrsity (CSU) n mny inpnnt olls with similr

More information

Usability Test Checklist

Usability Test Checklist Crtifi Profssionl for Usility n Usr Exprin Usility Tsting (CPUX-UT) Vrsion.0, Jun 0 Pulishr: UXQB. V. Contt: info@uxq.org www.uxq.org Autorn: R. Molih, T. Gis, B. Rumml, O. Klug, K. Polkhn Contnt Lgn...

More information

MANAGEMENT OF INFORMATION SECURITY AND FORENSICS

MANAGEMENT OF INFORMATION SECURITY AND FORENSICS MANAGEMENT OF INFORMATION SECURITY AND FORENSICS CS 307 Ctlog Dsription PREREQUISITE: CS 0. Stuy of informtion surity n igitl fornsis using prtil s stuis. Emphsis is on vloping surity poliis, surity mngmnt

More information

Cayley s Formula. Graphs - II The number of labeled trees on n nodes is n n-2. Planar Graphs. Is K 5 planar? Outline. K 5 can be embedded on the torus

Cayley s Formula. Graphs - II The number of labeled trees on n nodes is n n-2. Planar Graphs. Is K 5 planar? Outline. K 5 can be embedded on the torus Grt Thortil Is In Computr Sin Vitor Amhik CS 15-251 Crngi Mllon Univrsity Cyly s Formul Grphs - II Th numr of ll trs on n nos is n n-2 Put nothr wy, it ounts th numr of spnning trs of omplt grph K n. 4

More information

Revised Conditions (January 2009) LLOYDS BANKING GROUP SHARE ISA CONDITIONS

Revised Conditions (January 2009) LLOYDS BANKING GROUP SHARE ISA CONDITIONS Rvis Conitions (Jnury 2009) LLOYDS BANKING GROUP SHARE ISA CONDITIONS Contnts 1 Who r th prtis?... 2 Wht o wors n phrss in ol typ mn?... 3 Whn i my pln strt?... 4 How o I invst in my pln?... 5 Who owns

More information

Diagram Editing with Hypergraph Parser Support

Diagram Editing with Hypergraph Parser Support Copyright 1997 IEEE. Pulish in th Proings o VL 97, Sptmr 23-26, 1997 in Cpri, Itly. Prsonl us o this mtril is prmitt. Howvr, prmission to rprint/rpulish this mtril or vrtising or promotionl purposs or

More information

Predicting Current User Intent with Contextual Markov Models

Predicting Current User Intent with Contextual Markov Models Priting Currnt Usr Intnt with Contxtul Mrkov Mols Juli Kislv, Hong Thnh Lm, Mykol Phnizkiy Dprtmnt of Computr Sin Einhovn Univrsity of Thnology P.O. Box 513, NL-5600MB, th Nthrlns {t.l.hong, j.kislv, m.phnizkiy}@tu.nl

More information

c d b a f(a,b,c,d,e) d e d e e b b c

c d b a f(a,b,c,d,e) d e d e e b b c 85 Chptr 6 Exri 6. From Exri 5., w know tht th ingl-rror ttor for 2-out-of-5 o (; ; ; ; ) i implmnt y th xprion: E(; ; ; ; ) = + + + + + + + + + + + + + Uing only gt from Tl 4. of th txtook w n gnrt ll

More information

SecurView 6-0-6 Antivirus Software Installation

SecurView 6-0-6 Antivirus Software Installation SurViw 6-0-6 Antivirus Sotwr Instlltion 1. Introdution Antivirus sotwr is n tiv wy to ombt omputr viruss, trojns, worms, nd othr mliious sotwr tht my ttmpt to ompromis th intgrity o systm. It is ssntil

More information

Approximate Subtree Identification in Heterogeneous XML Document Collections

Approximate Subtree Identification in Heterogeneous XML Document Collections Approximat Sutr Intiiation in Htrognous XML Doumnt Colltions Ismal Sanz 1, Maro Msiti 2, Giovanna Gurrini 3 an Raal Brlanga 1 1 Univrsitat Jaum I, Spain 2 Univrsità gli Stui i Milano, Italy 3 Univrsità

More information

SKILL TEST IR(H) HELICOPTER SE ME Application and report form A. Udfyldes af ansøgeren/to be filled out by the applicant:

SKILL TEST IR(H) HELICOPTER SE ME Application and report form A. Udfyldes af ansøgeren/to be filled out by the applicant: SKILL TEST IR(H) HELICOPTER SE ME Applition n rport orm A. Uyls nsørn/to ill out y th pplint: CPR-nr./Dt o Birth: Crtiikt nr./lin no.: (I ny) Ustn Stt/Stt o Lin Issu: Fornvn/First nm(s): Etrnvn/Lst nm:

More information

Process Mining Making Sense of Processes Hidden in Big Event Data

Process Mining Making Sense of Processes Hidden in Big Event Data Pross Minin Mkin Sns o Prosss Hin in Bi Evnt Dt EIS Colloquium, 7-12-2012, TU/, Einovn Wil vn r Alst www.prossminin.or omplin-orint qustions, prolms n solutions prormn-orint qustions, prolms n solutions

More information

A122 MARION COUNTY HEALTH BUILDING HVAC, GLAZING AND LIGHTING RENOVATION 75% DOCUMENTS 08/31/2015

A122 MARION COUNTY HEALTH BUILDING HVAC, GLAZING AND LIGHTING RENOVATION 75% DOCUMENTS 08/31/2015 7 ' 7 /" ' " ' /" ' 9 /" ' 0" ' 0" ' 0" ' 0" ' " ' /" 0 NRL SHT NOTS IL VRIY XISTIN PRIOR TO WORK N NOTIY RHITT/NINR O ISRPNIS TWN RWINS N XISTIN ONITIONS. 0 0 0 PTH LOTIONS N IR PROOIN WHR XISTIN WLLS

More information

Change Your History How Can Soccer Knowledge Improve Your Business Processes?

Change Your History How Can Soccer Knowledge Improve Your Business Processes? Symposium Inuurl Lctur o Hjo Rijrs, VU, 26-6-2015 Chn Your History How Cn Soccr Knowl Improv Your Businss Procsss? Wil vn r Alst TU/ n DSC/ 1970 born Oostrbk 1988-1992 CS TU/ 1992-1994 TS TU/ 1994-1996

More information

25/8/94 (previous title) 08/06/12 [15/05/13 Formal Delegations amended] 15/12/95 13/10/00 2/11/01, 9/9/05, 14/12/11 5 yearly Immediately

25/8/94 (previous title) 08/06/12 [15/05/13 Formal Delegations amended] 15/12/95 13/10/00 2/11/01, 9/9/05, 14/12/11 5 yearly Immediately Corport Poliis & Prours Finn Doumnt CPP301 Corport Trvl First Prou: Currnt Vrsion: Pst Rvisions: Rviw Cyl: Applis From: 25/8/94 (prvious titl) 08/06/12 [15/05/13 Forml Dlgtions mn] 15/12/95 13/10/00 2/11/01,

More information

University of Mumbai Application for selection as Best College

University of Mumbai Application for selection as Best College Univrsity o Mumi Applition or sltion s Bst Collg 1 Inormtion o th Sponsoring Soity Nm o th Sponsoring Soity with Rgistrtion No. Nms o th Bor o Trusts Whthr Sponsoring Soity is running ny othr Institutions

More information

CompactPCI Connectors acc. to PIGMG 2.0 Rev. 3.0

CompactPCI Connectors acc. to PIGMG 2.0 Rev. 3.0 Ctlog E 074486 08/00 Eition ComptPCI Conntors. to PIGMG.0 Rv. 3.0 Gnrl Lt in 999 PCI Inustril Computr Mnufturrs Group (PICMG) introu th nw rvision 3.0 of th ComptPCI Cor Spifition. Vrsion 3.0 of this spifition

More information

Modeling Secure Connectivity of Self-Organized Wireless Ad Hoc Networks

Modeling Secure Connectivity of Self-Organized Wireless Ad Hoc Networks This ull txt ppr ws pr rviw t th irtio o IEEE Commuitios Soity sujt mttr xprts or pulitio i th IEEE INFOCOM 8 prois. Moli Sur Cotivity o Sl-Oriz Wirlss A Ho Ntworks Chi Zh, Y So Yuu F Dprtmt o Eltril Computr

More information

SEE PAGE 2 FOR BRUSH MOTOR WIRING SEE PAGE 3 FOR MANUFACTURER SPECIFIC BLDC MOTOR WIRING EXAMPLES A

SEE PAGE 2 FOR BRUSH MOTOR WIRING SEE PAGE 3 FOR MANUFACTURER SPECIFIC BLDC MOTOR WIRING EXAMPLES A 0V TO 0V SUPPLY +0V TO +0V RS85 ONVRTR 9 TO OM PORT ON P TO P OM PORT US 9600 U 8IT, NO PRITY, STOP, NO FLOW TRL. OPTO SNSOR # +0V TO +0V RS85 RS85 OPTO SNSOR # PHOTO TRNSISTOR OPTO SNSOR # L TO OTHR Z

More information

Last time Interprocedural analysis Dimensions of precision (flow- and context-sensitivity) Flow-Sensitive Pointer Analysis

Last time Interprocedural analysis Dimensions of precision (flow- and context-sensitivity) Flow-Sensitive Pointer Analysis Flow-Insnsitiv Pointr Anlysis Lst tim Intrprocurl nlysis Dimnsions of prcision (flow- n contxt-snsitivity) Flow-Snsitiv Pointr Anlysis Toy Flow-Insnsitiv Pointr Anlysis CIS 570 Lctur 12 Flow-Insnsitiv

More information

Distributed Process Discovery and Conformance Checking

Distributed Process Discovery and Conformance Checking Distriut Pross Disovry n Conormn Chkin Wil M.P. vn r Alst 1,2 1 Einhovn Univrsity o Thnoloy, Einhovn, Th Nthrlns 2 Qunsln Univrsity o Thnoloy, Brisn, Austrli www.vlst.om Astrt. Pross minin thniqus hv mtur

More information

the machine and check the components Drum Unit (pre-installed) Waste Toner Box (pre-installed)

the machine and check the components Drum Unit (pre-installed) Waste Toner Box (pre-installed) Quik Stup Gui Strt Hr DCP-9270CDN Pls r Sfty n Lgl Booklt first for you st up your mhin. Thn, pls r this Quik Stup Gui for th orrt stup n instlltion. To viw th Quik Stup Gui in othr lngugs, pls visit http://solutions.rothr.om/.

More information

Menu Structure. Section 5. Introduction. General Functions Menu

Menu Structure. Section 5. Introduction. General Functions Menu Menu Structure Section 5 Introduction General Functions Menu Most workstation functions are accessed by menu selections. This section explains the menu structure and provides a tree structured view of

More information

Summary of changes to Regulations recommended to the Senate by Graduate School Management Committee. Changed wording is shown in bold italics.

Summary of changes to Regulations recommended to the Senate by Graduate School Management Committee. Changed wording is shown in bold italics. Summry of hngs to Rgultions rommn to th Snt y Grut Shool Mngmnt Committ. Chng woring is shown in ol itlis. Gnrl Rgultions for Dgrs y Rsrh n Thsis 1. Inlusion of th Dotor of Miin (MD) wr throughout. 2.

More information

RECEIVED 2812 HAY 10 PMI2:00 FEC MAIL CEHTER

RECEIVED 2812 HAY 10 PMI2:00 FEC MAIL CEHTER Rort F. Bur PHONE: (202)434-1602 FA: (202)654-9104 EMAIL: RBur@prkinsoi.om RECEIVED 2812 HAY 10 PMI2:00 FEC MAIL CEHTER Prkins Coi 700Thirtnth Strt, N.W., Suit 600 Wshington, D.C. 20005-3960. PHONE: 202.654.6200

More information

Discovering Petri Nets From Event Logs

Discovering Petri Nets From Event Logs Disovring Ptri Nts From Evnt Logs W.M.P. vn r Alst n B.F. vn Dongn Dprtmnt of Mthmtis n Computr Sin, Thnish Univrsitit Einhovn, Th Nthrlns. {W.M.P.v..Alst,B.F.v.Dongn}@tu.nl Astrt. As informtion systms

More information

Set Notation Element v is a member of set Element v is not a member of set Cardinality (number of members) of set V Set is a subset of set

Set Notation Element v is a member of set Element v is not a member of set Cardinality (number of members) of set V Set is a subset of set CS/EE 5740/6740: Computr Ai Dsign of Digitl Ciruits Chris J. Myrs Ltur 3: Sts, Rltions, n Funtions Ring: Chptr 3.1 v v S S St Nottion Elmnt v is mmr of st Elmnt v is not mmr of st Crinlity (numr of mmrs)

More information

Industry regulations Jurisdictional regulations Legal defensibility Legal frameworks Legal research

Industry regulations Jurisdictional regulations Legal defensibility Legal frameworks Legal research A Dutis, Tsks, n Stps Mnging Informtion Risk n Complin 1 Monitor lgl n rgultory lnsp Engg with lgl prtmnt n othr stkholrs Intify n intrprt xisting pplil lws of ll jurisitions n rgultions Intify rsours

More information

Graph Theoretical Analysis and Design of Multistage Interconnection Networks

Graph Theoretical Analysis and Design of Multistage Interconnection Networks 637 I TRNSTIONS ON OMPUTRS, VOL. -32, NO. 7, JULY 1983 [39].. svnt,.. jski, n. J. Kuck, "utomtic sign wit pnnc grps," in Proc. 17t s. utomt. on, I omput. Soc. TMSI, 1980, pp. 506-515. [40] M.. Mcrln, "

More information

AdvancedTCA Connectors acc. to PICMG 3.0

AdvancedTCA Connectors acc. to PICMG 3.0 AvnTCA Conntors. to PICMG 3.0 ERNI is nxious to support ustomrs xtnsivly n is rully ompltin t prout rn or intronnt pltorms. Tis lso inlus t ATCA (Avn Tlom Computin Arittur) stnr. Tis stnr (lso known s

More information

P U B L I C A T I O N I N T E R N E 1800 PARTIAL ORDER TECHNIQUES FOR DISTRIBUTED DISCRETE EVENT SYSTEMS: WHY YOU CAN T AVOID USING THEM

P U B L I C A T I O N I N T E R N E 1800 PARTIAL ORDER TECHNIQUES FOR DISTRIBUTED DISCRETE EVENT SYSTEMS: WHY YOU CAN T AVOID USING THEM I R I P U B L I C A T I O N I N T E R N E 1800 N o S INSTITUT DE RECHERCHE EN INFORMATIQUE ET SYSTÈMES ALÉATOIRES A PARTIAL ORDER TECHNIQUES FOR DISTRIBUTED DISCRETE EVENT SYSTEMS: WHY YOU CAN T AVOID

More information

Chapter 3 Chemical Equations and Stoichiometry

Chapter 3 Chemical Equations and Stoichiometry Chptr Chmicl Equtions nd Stoichiomtry Homwork (This is VERY importnt chptr) Chptr 27, 29, 1, 9, 5, 7, 9, 55, 57, 65, 71, 75, 77, 81, 87, 91, 95, 99, 101, 111, 117, 121 1 2 Introduction Up until now w hv

More information

A MESSAGE FROM CLAIMTEK

A MESSAGE FROM CLAIMTEK A MESSAGE FROM CLAIMTEK Dr Hlthr Billing Profssionl, Thnk you for tking tim to rviw this rohur. If you'v n looking for mil prti mngmnt n illing softwr tht mks your work sy, urt, n njoyl, MOffi is your

More information

1. Number of questions to be answered: ALL Multiple Choice (Section A) and 3 from 5 of the short answer questions (Section B)

1. Number of questions to be answered: ALL Multiple Choice (Section A) and 3 from 5 of the short answer questions (Section B) LEEDS METROPOLITAN UNIVERSITY UK Cntr for Evnts Mngmnt (RESIT) Moul Titl: Evnts Mrkting Ativitis Ami Yr: 2011/12 Lvl: 4 Smstr: 2 Cours: BA(Hons)/ HND Evnt Mngmnt Intrnl Exminrs: Exmintion Dt: 2 n July

More information

Dinh Hong Giang 1,2, Ed Sarobol 2, * and Sutkhet Nakasathien 2 ABSTRACT

Dinh Hong Giang 1,2, Ed Sarobol 2, * and Sutkhet Nakasathien 2 ABSTRACT Kstsrt J. (Nt. Si.) 49 : 1-12 (215) Et o Plnt Dnsity n Nitrogn Frtilizr Rt on Growth, Nitrogn Us Eiiny n Grin Yil o Dirnt Miz Hyris unr Rin Conitions in Southrn Vitnm Dinh Hong Ging 1,2, E Srool 2, * n

More information

11 + Non-verbal Reasoning

11 + Non-verbal Reasoning Prti Tst + Non-vrl Rsoning R th instrutions rfully. Do not gin th tst or opn th ooklt until tol to o so. Work s quikly n s rfully s you n. Cirl th orrt lttr from th options givn to nswr h qustion. You

More information

SEE PAGE 2 FOR BRUSH MOTOR WIRING SEE PAGE 3 FOR MANUFACTURER SPECIFIC BLDC MOTOR WIRING EXAMPLES

SEE PAGE 2 FOR BRUSH MOTOR WIRING SEE PAGE 3 FOR MANUFACTURER SPECIFIC BLDC MOTOR WIRING EXAMPLES V TO 0V SUPPLY TO P OM PORT GROUN +0V TO +0V RS85 ONVRTR 9 TO OM PORT ON P US 9600 U 8IT, NO PRITY, STOP, NO FLOW TRL. NOT: INSTLL SHORTING JUMPR ON FOR V-5V OPRTION. JUMPR MUST RMOV FOR VOLTGS >5V TO

More information

WIRELESS mesh networks (WMNs) provide cheap, reliable,

WIRELESS mesh networks (WMNs) provide cheap, reliable, ynmic nwith ontrol in Wirlss Msh Ntworks: Qulity o xprinc bs pproch Rstin Pris, vi Hock, Nico yr, Mtthis Sibrt, irk Sthl, Vslin Rkocvic, ngnn Xu, Phuoc Trn-Gi bstrct Wirlss Msh Ntworks (WMNs) r gining

More information

Level 3. Monday FRACTIONS ⅔ ⅗ 2) ⅔ =?/18. 1) What is a) ⅕ of 30? b) ⅖ of 30?

Level 3. Monday FRACTIONS ⅔ ⅗ 2) ⅔ =?/18. 1) What is a) ⅕ of 30? b) ⅖ of 30? 2014 Th Wkly Pln. All rights rsrv. Mony 2) ⅔ =?/18 1) Wht is ) ⅕ o 30? ) ⅖ o 30? 4) Us or = to show th rltionship twn th ollowing rtions: 3) Writ n quivlnt rtion or ½ ⅔ ⅗ 5) Brook pik ouqut o 24 lowrs.

More information

AC Circuits Three-Phase Circuits

AC Circuits Three-Phase Circuits AC Circuits Thr-Phs Circuits Contnts Wht is Thr-Phs Circuit? Blnc Thr-Phs oltgs Blnc Thr-Phs Connction Powr in Blncd Systm Unblncd Thr-Phs Systms Aliction Rsidntil Wiring Sinusoidl voltg sourcs A siml

More information

QoS Provisioning in WLAN Mesh Networks Using Dynamic Bandwidth Control

QoS Provisioning in WLAN Mesh Networks Using Dynamic Bandwidth Control QoS Provisioning in WLN Msh Ntworks Using ynmic nwith ontrol. Hock, R. Pris,. Sthl Univrsity o Wurzburg Institut o omputr Scinc Wurzburg, Grmny {hock, pris, sthl}@inormtik.uni-wurzburg. V. Rkocvic School

More information

HCC - Dale Mabry Campus. Student Services Building Envelope. Location Map. 4100 W. Tampa Bay Blvd. Tampa, Florida 33614

HCC - Dale Mabry Campus. Student Services Building Envelope. Location Map. 4100 W. Tampa Bay Blvd. Tampa, Florida 33614 W. Tampa ay lvd. Tampa, Florida SHNKLSHULTZ R H I T T U R ypress enter rive Suite Tampa, Fl. -- -- - Hillsborough ommunity ollege olumbia r., th Floor Tampa, Fl ivil onsultants rchitecture ivil ngineering

More information

the machine and check the components Black Yellow Cyan Magenta

the machine and check the components Black Yellow Cyan Magenta Quik Stup Gui Strt Hr MFC-J6510DW MFC-J6710DW Pls r Sfty n Lgl ooklt first for you st up your mhin. Thn, pls r this Quik Stup Gui for th orrt stup n instlltion. WARNING CAUTION WARNING inits potntilly

More information

The Swedish Radiation Protection Institute s Regulations on X- ray Diagnostics;

The Swedish Radiation Protection Institute s Regulations on X- ray Diagnostics; SSI FS 2000:2 Th Swish Rition Prottion Institut s Rgultions on X- ry Dignostis; issu on April 28, 2000. On th sis of 7 of th Rition Prottion Orinn (1988:293) n ftr onsulttion with th Ntionl Bor of Hlth

More information

Higher. Exponentials and Logarithms 160

Higher. Exponentials and Logarithms 160 hsn uknt Highr Mthmtics UNIT UTCME Eponntils nd Logrithms Contnts Eponntils nd Logrithms 6 Eponntils 6 Logrithms 6 Lws of Logrithms 6 Eponntils nd Logrithms to th Bs 65 5 Eponntil nd Logrithmic Equtions

More information

Subject: Medicaid and CHIP: Enrollment, Benefits, Expenditures, and Other Characteristics of State Premium Assistance Programs

Subject: Medicaid and CHIP: Enrollment, Benefits, Expenditures, and Other Characteristics of State Premium Assistance Programs Unit Stats Govrnmnt Aountability Offi Washington, DC 20548 January 19, 2010 Th Honorabl Max Bauus Chairman Th Honorabl Charls E. Grassly Ranking Mmbr Committ on Finan Unit Stats Snat Th Honorabl Hnry A.

More information

GENERAL REGULATIONS FOR DEGREES BY RESEARCH AND THESIS

GENERAL REGULATIONS FOR DEGREES BY RESEARCH AND THESIS REG/14/463(1) 2014-15 GENERAL REGULATIONS FOR DEGREES BY RESEARCH AND THESIS Applil to stunts in ll Stgs/yrs of progrmms Ths Gnrl Rgultions, pprov y th Univrsity Snt, st out th rquirmnts for rsrh wrs ssss

More information

Survey and Taxonomy of IP Address Lookup Algorithms

Survey and Taxonomy of IP Address Lookup Algorithms Survy n Txonomy of IP Arss Lookup Algorithms Migul Á. Ruiz-Sánhz, 2 3 Ernst W. Birsk, 4 Wli Dbbous 2 mruiz@sophi.inri.fr rbi@urom.fr bbous@sophi.inri.fr Jnury 5, 2 2 INRIA Sophi Antipolis Frn. 3 Univrsi

More information

Net Promoter Industry Report

Net Promoter Industry Report Nt Promotr Inustry Rport US CONSUMER 2014 A I R L I N E S TRAVEL & HOSPITALITY AIRLINES HOTELS S A T M E T R I X. C O M / B E N C H M A R K I N G Also Avill In th Stmtrix 2014 US Consumr Rport Sris FINANCIAL

More information

Magic Message Maker Amaze your customers with this Gift of Caring communication piece

Magic Message Maker Amaze your customers with this Gift of Caring communication piece Magic Mssag Makr maz your customrs with this Gift of aring communication pic Girls larn th powr and impact of crativ markting with this attntion grabbing communication pic that will hlp thm o a World of

More information

The Splunk Guide to Operational Intelligence

The Splunk Guide to Operational Intelligence Th Splunk Gui to Oprtionl Intllin Turn Mhin-Gnrt Dt Into Rl-Tim Visiility, Insiht n Intllin Wht is Splunk Entrpris? Splunk Entrpris is th lin pltorm or rltim oprtionl intllin. It s th sy, st n sur wy to

More information

Recall from Last Time: Disjoint Set ADT

Recall from Last Time: Disjoint Set ADT Ltur 21: Unon n Fn twn Up-Trs Toy s An: Plntn n rown orst o Up-Trs Unon-n n Fn-n Extn xmpl Implmntn Unon/Fn Smrt Unon n Fn Unon-y-sz/t n Pt Comprsson Run Tm Anlyss s tou s t ts! Covr n Cptr 8 o t txtook

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

The Splunk Guide to Operational Intelligence

The Splunk Guide to Operational Intelligence solutions ui Th Splunk Gui to Oprtionl Intllin Turn Mhin-nrt Dt into Rl-tim Visiility, Insiht n Intllin Wht is Splunk Entrpris TM? Splunk Entrpris is th pltorm or mhin t. It ollts, inxs n hrnsss th mhin

More information

Hermes: Dynamic Partitioning for Distributed Social Network Graph Databases

Hermes: Dynamic Partitioning for Distributed Social Network Graph Databases Hrms: Dynm Prttonn or Dstrut Sol Ntwork Grph Dtss Dnl Nor Unvrsty o Wtrloo nl.nor@ml.om Shhn Kml Unvrsty o Wtrloo s3kml@uwtrloo. Khuzm Duj Unvrsty o Wtrloo kuj@uwtrloo. L Chn HKUST lhn@s.ust.hk ABSTRACT

More information

Othello: A Minute to Learn... A Lifetime to Master. Brian Rose

Othello: A Minute to Learn... A Lifetime to Master. Brian Rose Otllo: A Minut to Lrn... A Litim to Mstr Brin Ros Otllo n A Minut to Lrn...A litim to Mstr r Ristr Trmrks o Anjr Co., 9, 00 Anjr Co., All Rits Rsrv Copyrit 00 y Brin Ros Aknowlmnts Mu o tis ook is s on

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

Upward Planar Drawings of Series-Parallel Digraphs with Maximum Degree Three

Upward Planar Drawings of Series-Parallel Digraphs with Maximum Degree Three Upwr Plnr Drwins of ris-prlll Dirps wit Mximum Dr Tr (Extn Astrt) M. Aul Hssn m n M. iur Rmn Dprtmnt of Computr in n Eninrin, Bnls Univrsity of Eninrin n Tnoloy (BUET). {sm,siurrmn}@s.ut.. Astrt. An upwr

More information

DATA MANAGEMENT POLICY

DATA MANAGEMENT POLICY Dt Mngmnt Poly Etv: 2 Mrh 2011. R-ssu: 1 Sptmr 2011 DATA MANAGEMENT POLICY IMPORTANT NOTICE Durng th Am Yr 2011-2012, th Unvrsty wll rvsng ts ntrnl struturs whh, mongst othr thngs, my rsult n th rplmnt

More information

Economics 340: International Economics Andrew T. Hill Nontariff Barriers to Trade

Economics 340: International Economics Andrew T. Hill Nontariff Barriers to Trade Eonomis 340: Intrntionl Eonomis Anrw T. Hill Nontri Brrirs to Tr Txtook Rings: ugl & Linrt, Intrntionl Eonomis, 11th Eition, pp. 139-162. 10th Eition, pp. 133-153. Txtook W Sit: Ky Grph 3 t http://www.mhh.om/onomis/pugl

More information

Active Directory Service

Active Directory Service In order to lern whih questions hve een nswered orretly: 1. Print these pges. 2. Answer the questions. 3. Send this ssessment with the nswers vi:. FAX to (212) 967-3498. Or. Mil the nswers to the following

More information

Discovering Block-Structured Process Models From Event Logs Containing Infrequent Behaviour

Discovering Block-Structured Process Models From Event Logs Containing Infrequent Behaviour Disovring Blok-Strutur Pross Mols From Evnt Logs Contining Infrqunt Bhviour Snr J.J. Lmns, Dirk Fhln, n Wil M.P. vn r Alst Einhovn Univrsity of Thnology, th Nthrlns {s.j.j.lmns,.fhln, w.m.p.v..lst}@tu.nl

More information

Homeomorphic Alignment of Weighted Trees

Homeomorphic Alignment of Weighted Trees Author mnusript, pulish in "Pttrn Rogn., 8 (00) 97--99" DOI : 0.06/j.ptog.00.0.05 Homomorphi Alignmnt o Wight Trs Bnjmin Rynl, Mihl Coupri, Vnsls Biri Univrsité Pris-Est,Lortoir Inormtiqu Gspr Mong, Equip

More information

Return of Organization Exempt From Income Tax

Return of Organization Exempt From Income Tax PUBLIC DISCLOSURE COPY Form 99 Return of Orgniztion Exempt From Inome Tx Uner setion 51, 527, or 4947(1) of the Internl Revenue Coe (exept privte fountions) OMB 1545-47 Do not enter Soil Seurity numers

More information

Duane Hall Remove and Replace Roof & Waterproofing

Duane Hall Remove and Replace Roof & Waterproofing opyright 00. ll rights reserved. No part of this document may be reproduced in any form or by any means without permission from Wiss, Janney, lstner ssociates, Inc. (WJ). WJ disclaims any responsibility

More information

REFUGEE PERCEPTIONS STUDY

REFUGEE PERCEPTIONS STUDY OXFAM RESEARCH REPORTS JUNE 2014 REFUGEE PERCEPTIONS STUDY Z tri Cmp n Host Communitis in Jorn BRYANT CASTRO SERRATO OXFAM GB This stuy ims to ssss th ns of rfugs from Syri rsiing in Jorn y looking t oth

More information

Section 5-5 Inverse of a Square Matrix

Section 5-5 Inverse of a Square Matrix - Invrs of a Squar Matrix 9 (D) Rank th playrs from strongst to wakst. Explain th rasoning hind your ranking. 68. Dominan Rlation. Eah mmr of a hss tam plays on math with vry othr playr. Th rsults ar givn

More information

- DAY 1 - Website Design and Project Planning

- DAY 1 - Website Design and Project Planning Wesite Design nd Projet Plnning Ojetive This module provides n overview of the onepts of wesite design nd liner workflow for produing wesite. Prtiipnts will outline the sope of wesite projet, inluding

More information

ROBERT D. MCHUGH, JR., Ph.D. FINANCIAL MARKETS FORECAST & ANALYSIS A Publication of Main Line Investors, Inc.

ROBERT D. MCHUGH, JR., Ph.D. FINANCIAL MARKETS FORECAST & ANALYSIS A Publication of Main Line Investors, Inc. ROBERT D. MCHUGH, JR., Ph.D. FINANCIAL MARKETS FORECAST & ANALYSIS A Pulition of Min Lin Invstors, In. Mjor Stok Mrkt Tops of th Pst Cntury y Rort D. MHugh, Ph.D. Frury 12th, 2007 Thr is stok pri pttrn

More information

Enterprise Digital Signage Create a New Sign

Enterprise Digital Signage Create a New Sign Enterprise Digitl Signge Crete New Sign Intended Audiene: Content dministrtors of Enterprise Digitl Signge inluding stff with remote ess to sign.pitt.edu nd the Content Mnger softwre pplition for their

More information

Five-Layer Density Column

Five-Layer Density Column Five-Layer ensity olumn density column consists of layers of liquids of different densities which do not mix with each other, and which are clearly distinguishable from each other. The highest density

More information

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST:

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST: .4 Eponntial Functions: Diffrntiation an Intgration TOOTLIFTST: Eponntial functions ar of th form f ( ) Ab. W will, in this sction, look at a spcific typ of ponntial function whr th bas, b, is.78.... This

More information

1 Look at the text in each question. What does it say? Circle the correct letter A, B or C. Example

1 Look at the text in each question. What does it say? Circle the correct letter A, B or C. Example NME: SHOOL: TEHER: HOW LONG RE YOU LERNING ENGLISH?: YERS YILL (NYELVI ELİKÉSZÍTİS OSZTÁLY JÁR?) YES NO LIL (KÉTTNNYELVŐ OKTTÁSN RÉSZESÜL?) YES NO 1 Look t th txt in h qustion. Wht os it sy? irl th orrt

More information

Important result on the first passage time and its integral functional for a certain diffusion process

Important result on the first passage time and its integral functional for a certain diffusion process Lcturs Mtmátics Volumn 22 (21), págins 5 9 Importnt rsult on th first pssg tim nd its intgrl functionl for crtin diffusion procss Yousf AL-Zlzlh nd Bsl M. AL-Eidh Kuwit Univrsity, Kuwit Abstrct. In this

More information

B-285141. April 21, 2000. The Honorable Charles B. Rangel Ranking Minority Member Committee on Ways and Means House of Representatives

B-285141. April 21, 2000. The Honorable Charles B. Rangel Ranking Minority Member Committee on Ways and Means House of Representatives Unit Stats Gnral Accounting Offic Washington, DC 20548 Halth, Eucation, an Human Srvics Division B-285141 April 21, 2000 Th Honorabl Charls B. Rangl Ranking Minority Mmbr Committ on Ways an Mans Hous of

More information

WJE. Penthouse Roofing System Replacement. Lane County Juvenile Justice Center 2727 Martin Luther King Boulevard, Eugene, OR

WJE. Penthouse Roofing System Replacement. Lane County Juvenile Justice Center 2727 Martin Luther King Boulevard, Eugene, OR opyright 0. ll rights reserved. No part of this document may be reproduced in any form or by any means without permission from Wiss, Janney, lstner ssociates, Inc. (WJ). WJ disclaims any responsibility

More information

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg Ky Managmnt Systm Framwork for Cloud Storag Singa Suparman, Eng Pin Kwang Tmask Polytchnic {singas,ngpk}@tp.du.sg Abstract In cloud storag, data ar oftn movd from on cloud storag srvic to anothr. Mor frquntly

More information

JG, LG 2/6 3/6 NG, PG

JG, LG 2/6 3/6 NG, PG s Cylinr Lok Kit for Stor Enrgy Oprtor ( SEO ) Dispositivo bloquo por llv pr ionminto motorizo. ( SEO ) Dispositf vrrouillg séurité pour ommn motorisé. ( SEO ) Instlltion Instrutions / Instrutivo Instlión

More information

Transistor is a semiconductor device with fast respond and accuracy. There are two types

Transistor is a semiconductor device with fast respond and accuracy. There are two types Tranitor Amplifir Prpard y: Poa Xuan Yap Thory: Tranitor i a miondutor dvi with fat rpond and auray. Thr ar two typ of tranitor, a Bipolar Juntion Tranitor and a Fild Efft Tranitor. Hr, w will looking

More information

A New Efficient Distributed Load Balancing Algorithm for OTIS-Star Networks

A New Efficient Distributed Load Balancing Algorithm for OTIS-Star Networks Int'l Con. Pr. n Dst. Pro. T. n Appl. PDPTA' A Nw Ent Dstrut Lo Blnn Alortm or OTIS-Str Ntwors A. Aww 1, J. Al-S 1 Dprtmnt o CS, Unvrsty o Ptr, Ammn, Jorn Dprtmnt o ITC, Ar Opn Unvrsty, Ammn, Jorn Astrt

More information

FUEL SYSTEM 5 A 5A - FUEL DELIVERY SYSTEMS AND FUEL PUMPS

FUEL SYSTEM 5 A 5A - FUEL DELIVERY SYSTEMS AND FUEL PUMPS FUEL SYSTEM 5 A FUEL DELIVERY SYSTEMS AND FUEL PUMPS 50830 5A - FUEL DELIVERY SYSTEMS AND FUEL PUMPS 90-823224 692 Tl o Contnts P Intiition............................. 5A-1 Rplmnt Prts Wrnin...............

More information

Functional Valuation of Ecosystem Services on Bonaire

Functional Valuation of Ecosystem Services on Bonaire Funtionl Vlution of Eosystm Srvis on Bonir - An ologil nlysis of osystm funtions provi y orl rfs - Ingri J.M. vn Bk MS Aquultur n Fishris Spilistion Mrin Rsours n Eology Wgningn Univrsity Th Nthrlns MS-

More information

ICM7216B, ICM7216D. Features, All Versions. 8-Digit, Multi-Function, Frequency Counters/Timers. Features, ICM7216B. Features, ICM7216D

ICM7216B, ICM7216D. Features, All Versions. 8-Digit, Multi-Function, Frequency Counters/Timers. Features, ICM7216B. Features, ICM7216D OBSOLETE PRODUCT NO RECOMMENDED REPLACEMENT ontt our Thnil Support Cntr t --INTERSIL or www.intrsil.om/ts Dt Sht Jnury 00 ICMB, ICMD FN. -Diit, Multi-Funtion, Frquny Countrs/Timrs Th ICMB is ully intrt

More information

A Proxy Based Indirect Routing Scheme for Ad Hoc Wireless Networks

A Proxy Based Indirect Routing Scheme for Ad Hoc Wireless Networks A Proxy Bs Inirt Routin Shm or A Ho Wirlss Ntworks Wook Choi n Sjl K. Ds Cntr or Rsrh in Wirlss Moility n Ntworkin (CRWMN Dprtmnt o Computr Sin n Eninrin Th Univrsity o Txs t Arlinton Arlinton, TX 719-1

More information