Managing Multiple Outsourcing: Service Quality and Volume Issues

Size: px
Start display at page:

Download "Managing Multiple Outsourcing: Service Quality and Volume Issues"

Transcription

1 Prodngs of th 4 Intrntonl Confrn on Industrl Engnrng nd Oprtons Mngmnt l Indons Jnury Mngng Multpl Outsourng: Srv ulty nd Volum Issus Smr K Mukhopdhyy SungKyunKwn Unvrsty GS Jongnogu Soul Kor -745 strt Srv oprtons lk ll ntr oprtons nd usnss prosss r ng outsourd to offshor lotons us of mny oprtonl rsons nludng ost svngs Th mn trd-off s th lk of ontrol on srv ulty Whn multpl supplrs r oprtng nd srv rurmnts r llotd to on or nothr dffrntl ulty lvl s splly ng n rrtnt to th frm s ustomrs In our modl th frm uss th lloton of untty to motvt th multpl supplrs so tht th ulrum srv ulty n th mrkt ulzs ovr ll supplrs Th uyr s ustomrs r ssurd of th sm onsstnt ulty lvl rgrdlss of whh of th multpl supplrs thr lls r routd to W otn optml pols of oth th uyr nd th supplrs n two-supplr mrkt nd lso study n symmtr nformton s Kywords Offshorng Outsourng Srv ulty Multpl supplrs Introduton Outsourng of mnufturng prosss hs n usd s n oprtons strtgy for numr of dds now th mn motvtons ng mnufturng tvts to rdu lor ost fr up ptl nd mprov workr produtvty Rntly srv oprtons lk ll ntr oprtons nd usnss prosss r lso ng outsourd slly us of th sm rsons PO usnss pross outsourng s nothr populr outsourng vhl for ompns whr non-or usnss pross s outsourd Exmpls nlud prosss n nvstmnt ompns lw frms nd phrmutl ompns Srv oprtons lk dt ntry dgtzton dt prprton nd vldton r lso populr outsourng tvts Th trd-off ompns f whl outsourng pross s th lk of ontrol on th srv ulty Mny ompns hv xprnd tht th ll ntr srv ulty s not up to th mrk for mny of th offshor ompns nludng Dll hmnn rothrs nd Dlt Thus th ulty of srv s nothr mportnt ssu n outsourng On n s tht ny prolm wth th ulty n th srv wll rflt drtly to th uyr ompny nd thus th uyr s dply onrnd wth th srv ulty nd nds tools to motvt th supplr to nhn hs ulty In ll ntr oprton thr s lwys rsk n llotng ll of ts lls to on sngl ll ntr n s th offshor ompny turns out to hv lss thn dsrl ulty lvl On wy th frms n hdg th rsk s y sltng mor thn on ompny nd t th sm tm rtnng th opton of kpng som lls nshor Ths s wdsprd prt nd s lld o-shrng ksn t l 8 rsrh uston n ths ontxt s how to llot th totl ll volum mong th supplr ompns In our ppr w dvot tht ulty of srv n th ss of ths lloton of volum Th rvnu rvd y th ll ntr s thrfor dpndnt on th volum ontrtd nd n turn on th srv ulty Th ll ntr thrfor hs n nntv to nvst nto mprovng ts srv ulty Our ppr s onrnd wth fndng th optmum nvstmnt poly n srv ulty mprovmnt gm thort modl s usd to dsgn optml ontrts twn th uyr nd th srv supplr rf trtur Survy Thr r svrl rsrh rltd to strtg outsourng ry t l 8 study frm s mk-oruy strtg outsourng dson Novk nd Strn 8 study how outsourng ffts prformn dynms n mprl nlyss of offshor softwr dvlopmnt s rportd n Gopl t l 3 Klnns 4 studs th nformton thnology sttng nd fnds th rol of rltonshps n ho of ontrts typs IT outsourng s rvwd n rnt studs Knon 5 nd Kng nd Torkzdh 8 Th top of ll ntr hs n studd xtnsvly n ltrtur On wy to dl wth th ll ntr prolm s trtng t s uu rvw n found n Gns nd Zhou 7 nd Gns t l 3 In th ulty r pr nd 489

2 ulty omptton n dffrnttd dmnd nvronmnts r studd n Kouvls nd Mukhopdhyy 999 Ths pprs us gm thory Yu t l 6 to dsuss ulty undr full nformton Informton symmtry ss lk morl hzrd on sd or th othr my dlrtly shrk or dgrd ulty to rdu ost nd dvrs slton ulty my n nnt hrtrst or ts lvl of on prty s unknown to th othr r dlt wth n Ho nd Zhng 4 nd Ds t l omprhnsv nlyss of th onpt nd modls rltd to outsourng s gvn n Dolgu nd Proth Our rsrh fouss on outsourng t th strtg lvl W wll dsuss th usnss modl whr uyr outsours from two supplrs Multpl Outsourng MO Our modl ontruts to xstng ltrtur n th followng rspts Frst w ssum tht th supplrs n hv dffrnt lvls of ffny of thr nvstmnt to mprov srv ulty Most supplr slton ltrturs gnor ths ft of dffrntl ost ffny Sond our modl pturs th ntrply of mjor ftors lk outsourng ontrt ulty nd untty Thrd our modl n ppld to mny usnss outsourng snros from mnufturng to srvs to PO 3 Th Modl Snro Th outsourng modl w onsdr n ths ppr onssts of uyr nd two supplrs to whom th uyr n outsour ll or prt of hr srv work lk ll ntr jos Th volum llotd to supplr s dpndnt on hs ulty lvl Th hghr th srv ulty lvl of th supplr mor s th volum llotd to hm Ths ppr s onrnd wth dvlopng supply ontrt whh n usd for motvtng supplr to mprov hs srv ulty 3 Cost of ulty Th supplr nurs rtn mount of ost to rng up hs ulty of srv to ompttv lvl Ths ost whh s fxd wth rspt to th untty suppld nluds th ost of trnng of mploys provson of ndwdth nstllton of omputr systms nd dtss nd numr nd ulty of phon lns s s xtnsvly usd n ltrtur s Mukhopdhyy t l 8 w ssum tht ths fxd ost s nrsng nd onvx n th lvl of ulty offrd W ssum th funtonl form s fxd ost prmtr s msur of th supplr s ulty ost ffny n th sns tht f s low for supplr h wll nd lss fund to ttn gvn lvl of ulty Thus plys n mportnt rol on dtrmnng th lvl of srv ulty 3 Srv Volum Funton Th uyr outsours unts of srv pr prod to supplr Supplr offrs srv of ths unts t ulty lvl whh s dson vrl for th supplr Th untty llotd to supplr thn s drsng funton of pr p nd n nrsng funton of Th untty llotd to supplr s gvn s ~ ~ ~ p = ddng th two untts for th two supplrs th totl outsourd untty wll ~ ~ ~ p ftr nvrtng ths volum funton th nvrs volum funton n wrttn s: p Hr nd r th snstvty prmtrs of sls volum nd ulty rsptvly From not tht th synrgst fft of ulty mprovmnt rrd out y ll supplrs n mrkt hlps th mrkt s whol y mprovng th pr poston from th suppls pont of vw W mnton hr tht w ssum no pty onstrnts t th supplrs flts 33 Proft Funtons Th supplr s ojtv funton s: Mx S p { } whr s th vrl ost of srvng on ll Hr w mk th mthmtlly onvnnt ssumpton tht th vrl ost s sm for oth supplrs Th uyr s ojtv funton s: 49

3 Mx p 3 { } Th uyr s ojtv funton s ssntlly hr svngs y outsourng Th ost for th uyr to fnsh th work y hrslf s pr unt Thn -p s th dollr mount svd for h unt outsourd Th uyr dds th untts nd to outsourd to h of th two supplrs supplr dds th optml lvl of hs own ulty h mxmzng hs own proft funton Thn -p s th dollr mount svd for h unt outsourd Th uyr dds th untts nd to outsourd to h of th two supplrs supplr dds th optml lvl of hs own ulty h mxmzng hs own proft funton Not tht th pr s utomtlly dtrmnd v on th untty nd ulty lvls r known 4 Th Gm Ths outsourng prolm ssntlly turns nto gm whh s typlly plyd n two stgs It s rlst to ssum tht th uyr would t s ldr nd th supplrs s followrs Ths gvs rs to Stklrg gm In stg on of th two-stg gm th uyr mks th dson on th outsourng untty llotd to supplr wth th knowldg of h supplr s st rspons funton In stg two th supplr wll dd th ulty lvl Th two supplrs ompt gnst h othr y ndvdully hoosng ulty lvl For ths Stklrg gm w gnrt th su-gm prft Nsh ulrum usng kwrd nduton sugm prft Nsh ulrum s n ulrum suh tht th plyrs strtgs onsttut Nsh ulrum n vry sugm of th orgnl gm It my found y kwrd nduton n trtv pross for solvng fnt suntl gms Supplr s st rspons funtons n gvn y = Not from ov tht th supplr s dson vrl s funton of only nd Nxt th uyr susttuts ths st rspons funtons nto hr proft funton nd otn th followng optmzton prolm: Mx p { } s t S 4 Multpl outsourng supplrs MO snro Th soluton produr for ths formulton strts y susttutng p from mkng t funton of lon Tkng grngn funtons Th optml vlus of th dson vrls nd nd thry of nd r gvn n th nxt two propostons ll proofs r gvn n th ppndx Proposton For th MO s: Whn th ulrum untty ulty nd pr r gvn y: p Th orrspondng profts of uyr supplr nd supplr t ulrum r gvn s: 4 S S 49

4 Proposton Whn th ulrum untty ulty nd pr r gvn y: p whr = 3 Th orrspondng profts of uyr supplr nd supplr t ulrum r gvn s: 3 S S Dsussons Propostons nd gv th optml pols nd proft for ll thr prts undr two dffrnt ss For th purpos of dsusson lt us ssum tht Supplr s mor ffnt thn Supplr n ttnng rtn ulty lvl Th optmum rsults dvd th domn of nto two ss: Cs s whr nd Cs s whr Proposton gvs th rsults of Cs Hr w s tht th ffnt Supplr nnot gt ny outsourng work from th uyr nd nffnt supplr gts ll of t Supplr s slly drvn out of th mrkt s rvld y our rsult th ffnt supplr s unl to gt hgh nough pr for th outsourng work to wrrnt hs hgh ulty Thrfor th ffnt supplr wll xt th mrkt wthout dong ny outsourng work Ths s prdoxl s of th d drvng out th good n th outsourng mrkt Cs for th ondton gvs n ntrstng snro In ths s th optml outsourng ulty s xtly th sm for oth supplrs Tht mns tht no mttr wht thr ffns r thy hv to rng thr ulty to th sm lvl In othr words thr s sngl ulty lvl n th mrkt Ths shows th powr of omptton n ths mrkt Th outsourng volum s llotd ordng to thr ffns In Prt w otn losd form xprsson for th uyr s optml proft oth th supplrs profts m out s zro Ths mns tht oth supplrs wll rv th mnmum rsrvton lvl of proft Ths rvls tht du to ompttv prssur th supplrs would nrs thr ulty to suh hgh lvl tht th nvstmnt ost s s hgh s thr rsptv rvnu Th uyr tks th whol systm proft s hr proft W n wrt th uyr s proft s: Th uyr s svng from outsourng s dtrmnd y th dffrn of hr osts nd th Supplr nd Supplr s osts nludng oth vrl osts nd fxd osts vry mportnt gudln mrgs from our nlyss From th uyr s pont of vw th only rtron of mportn s th lvl of srv ulty rvd from th two supplrs Th uyr s not onrnd out th supplrs ntrnl ost of nvstmnt for mprovng ulty From ths pont of vw sh n ply th omptton gm n vry proftl to hr wy Sh pys th sm pr to oth supplrs nd llots hghr volum to th lss ost ffnt supplr s rsult th optml ulty lvl for th lss ffnt supplr s s hgh s th othr supplr Ths wy th uyr s ssurd of th sm lvl of ulty no mttr whh supplr th ll gos to Ths s on of th mn ontrutons of our ppr Proposton 3 In th two supplr s undr Cs Th optml ulty lvl offrd y th supplr s nrsng n nd nd drsng n nd ; 49

5 Th untty outsourd s nrsng n nd nd drsng n nd th othr supplr s ost ffny Th nsght hr s tht th uyr n sur of rvng hghr srv ulty whn sh rfully slts th supplrs wth hghr ost ffny W lso s tht f th uyr n us mrktng strtgy vrls to nrs th totl mrkt potntl or th ulty snstvty of th mrkt thn sh wll njoy hghr optml ulty From th supplr s pont of vw ths nrsd nd would nft hm too y nrsng hs srv volum On ountr-ntutv fndng s tht supplr s outsourng untty wll nrs f th othr supplr or th ompttor oms mor ost ffnt 4 Multpl supplrs MO snro undr symmtr Informton Hr th uyr dos not know th xt vlu of th supplrs ost ffny prmtr Sh only knows th pror dnsty funton f nd umultv dstruton F dfnd on th rng W found tht losd form soluton for th gnrl s dos not xst Thus w otnd losd form soluton for spl s usng th ssumpton of N whr s N th ut-off vlu of for ontrt to sgnd y th supplr dnotng tht th supplr wll lwys sgn t lst on ontrt Th rsults r shown n th nxt four propostons Proposton 4 Whn th ulrum untty ulty nd pr r gvn y: S_ S S _ S f d N F N S_ S S_ S _ S ps d N S _ S Th orrspondng profts of uyr supplr nd supplr t ulrum r gvn s: _ S ps S _ S S_ S _ S S S _ S S _ S Whn Supplr ost ffnt supplr dd not gt ny outsourng ontrt Supplr s ost ffny lvl wll th only p of symmtr nformton n th gm to fft th optml vlus of outsourng ulty untty pr nd profts Proposton 5 S _ S Th optml ulty lvl offrd y Supplr s s nrsng n nd nd drsng n nd ; Th optml untty lvl offrd y Supplr s S _ S s nrsng n nd nd drsng n 493

6 Not tht th pr undr th symmtr nformton dpnd on not only nd s n th full nformton s ut lso on othr prmtrs lk nd th dstruton of Ths s n mportnt nsght for nformton symmtry Proposton 6 Whn th ulrum untty ulty nd pr r gvn y: S_ S S_ S S _ S S _ S F _ N S S S _ S 3 F N N f d N f d ps S_ S S _ S Th orrspondng profts of uyr supplr nd supplr t ulrum r gvn s: _ S ps S_ S S _ S S_ S ps S_ S S_ S S _ S ps S _ S S _ S In ths s Supplr nd Supplr wll offr th sm lvl of ulty Th symmtr nformton of ost ffny of Supplr nd Supplr oth η nd η wll dd th untty lvl ulty pr nd profts Proposton 7 Th optml ulty lvl offrd y th supplr s nrsng n nd nd drsng n ; Th untty outsourd s nrsng n nd η nd drsng n ; Supplr gts lss ontrt untty thn Supplr S_ S S _ S Comprng wth th multpl outsourng supplrs snro undr th full nformton Cs w s tht undr th symmtr nformton of th supplrs ost ffny th uyr s nhmrk ost wll fft th outsourng ulty untty from Proposton 7 prts nd pr nd profts Our xplnton s tht us th uyr hs no urt nformton out th supplrs ost ffny lvl on of th thoughts whn sh dds th outsourng untty would out hr own ost lvl So sh nluds hr ost lvl s th nhmrk to st up th untty lvl W lso rrd out xtnsv numrl nlyss to gn mor nsghts nto th prolm Th rsults r omttd from ths ppr 5 Conlusons Th mn nsght from ths ppr whh s lso n mportnt ontruton to ltrtur s s follows Th uyr s onrnd out how to nflun th srv ulty Our nlyss m up wth th non-ntutv strtgy of usng th volum lloton strtgy to mng ulty Th uyr n us dffrntl volum lloton to for th non-ffnt supplr to mprov hs ulty so tht oth th supplrs hv th sm ulrum ulty lvl n th mrkt Our study showd tht th tul vlus of th dson vrl n th 494

7 optmum poly lk rltv untty llotd nd th mrkt ulty dpnd on th mrkt prmtrs lk th s dmnd th snstvnss of pr nd ulty W nlyzd th fft on th optml pols of ny hng n th vlus of ths prmtrs y ondutng xtnsv snstvty nlyss oth nlytlly nd numrlly nd produd gudlns for th mngrs s n llustrtv xmpl w n suggst tht ompny lk Dll n slt two ll ntrs n two ountrs sy n Ind nd n Phlppns nd stll ssurd of th sm ulty lvl du to th mplmntton of th pols drvd n ths ppr Our modl n ppld to dffrnt outsourng snros lk mnufturng ll ntr nd PO snros Th only hng would th wy th vrls or prmtrs r ntrprtd For xmpl pr p n th mount hrgd y supplr for h produt h ll nd so on Our modl n xtndd n mny dffrnt drtons W ould nlud onus nd pnlty for th hgh nd low ulty n th ontrt usng non-lnr prng shms W n xtnd our modl y nludng rsrvton ulty lvl whh s th mnmum rurmnt for th ulty of outsourng In som snros th uyng ompny nssts on mnmum ulty lvl nothr vnu for futur rsrh wll om from llowng h supplr to st hs own pr thr n th frst stg of th gm or ltr It wll ntrstng to study th uyr s rspons Th durton of th outsourng grmnt s not nludd n th urrnt study whh n nothr ln of furthr rsrh long wth snstvty nlyss of th dson prmtrs ooprtv lrnng fft n th outsourng pross n usd to dtrmn th optml durton of ontrt for supplr nd uyr Rfrns kşn O d Vérourt F nd F Krsmn 8 Cll ntr outsourng ontrt nlyss nd ho Mngmnt Sn vol 54 no pp ry Mttndorf nd D Sppngton 8 Th mk-or-uy dson n th prsn of rvl: strtg outsourng to ommon supplr Mngmnt Sn vol 54 no pp Ds Hndfld R Clnton R nd S Ghosh ontngnt vw of ulty mngmnt - th mpt of ntrntonl omptton on ulty Dson Sns vol 3 pp Dolgu nd JM Proth Supply Chn Engnrrng: Usful mthods nd thnus Sprngr Gns N nd Y Zhou 7 Cll-routng shms for ll-ntr outsourng Mnufturng & Srv Oprtons Mngmnt vol 9 pp 33-5 Gns N Kool G nd Mndlum 3 Tlphon ll ntrs: tutorl rvw nd rsrh prospts Mnufturng & Srv Oprtons Mngmnt vol 5 pp 79-4 Gopl Svrmkrshnn K Krshnn M nd T Mukhopdhyy 3 Contrts n offshor softwr dvlopmnt: n mprl nlyss Mngmnt Sn vol 49 pp Ho T nd Y Zhng 4 Sttng ustomr xptton n srv dlvry: n ntgrtd mrktngoprtons prsptv Mngmnt Sn vol 5 pp Klnns 4 Rltonshps nd hyrd ontrts: n nlyss of ontrt ho n nformton thnology Journl of w Eonoms nd Orgnzton vol pp 7-9 Knon C 5 Optml pr dsgn for vrl pty outsourng ontrt Journl of Rvnu nd Prng Mngmnt vol 4 pp 4-55 Kng W nd G Torkzdh 8 Informton systms offshorng: rsrh sttus nd ssus Mngmnt Informton Systms urtrly Vol 3 no pp 5-5 Kouvls P nd S Mukhopdhyy 999 Modlng th dsgn ulty omptton for durl produts IIE Trnstons on Oprtons Engnrng vol 3 pp Mukhopdhyy S Zhu X nd X Yu 8 Optml ontrt dsgn for mxd hnnls undr nformton symmtry Produton nd Oprtons Mngmnt vol 7 pp Novk S nd S Strn 8 How dos outsourng fft prformn dynms? Evdn from th utomol ndustry Mngmnt Sn vol 54 no pp Yu X Mukhopdhyy S nd X Zhu 6 rtrnd modl of prng of omplmntry goods undr nformton symmtry Journl of usnss Rsrh vol 59 pp 8-9 ogrphy Smr K Mukhopdhyy s Profssor of Dson Sns t th Grdut Shool of usnss t Sungkyunkwn Unvrsty n Soul H rvd hs MS n mhnl ngnrng from Crnfld Unvrsty UK nd PhD n Oprtons Mngmnt from Unvrsty of Txs t ustn Pror to jonng dm h workd n hgh-prson ndustry for svrl yrs H hs prvously tught n Unvrsty of Wsonsn- 495

8 496 Mlwuk Hong Kong Unvrsty of Sn nd Thnology Chn Europ Intrntonl usnss Shool Shngh nd othr nsttutons H hs pulshd mor thn 45 sholrly rtls n top tr journls lk Oprtons Rsrh J of Oprtons Mngmnt Produton nd Oprtons Mngmnt Europn J of Oprtonl Rs nd Nvl Rsrh ogsts Hs urrnt rsrh ntrsts nlud supply hn mngmnt nd nw produt dvlopmnt H hs n snor dtor of Produton nd Oprtons Mngmnt nd s on th Edtorl Rvw ords of IEEE Trnstons nd Intrntonl Journl of usnss nlyts ppndx Proof of / Susttutng Euton nto Euton gnrts: S Th frst ordr ondton FOC of h supplr s proft mxmzton wth rspt to rurs: S Ths mpls tht Proof of Propostons nd St up grng Funton: } { } { Kuhn-Tukr ondtons rur: mx t w r

9 497 } { mn } { mn mx t w r t w r t w r W gt th rsults n Propostons 3 nd 4 y solvng th ov twlv nults nd utons Proof of Propostons 3 From Proposton w hv 3 It s sy to s tht d d d d d d nd 3 3 d d Smlrly w hv 3 It s sy to s tht j d d d d d d d d nd

Constrained Renewable Resource Allocation in Fuzzy Metagraphs via Min- Slack

Constrained Renewable Resource Allocation in Fuzzy Metagraphs via Min- Slack Intrntonl Journl of ppld Oprtonl Rsrch Vol 1, No 1, pp 7-17, Summr 011 Journl hompg: wwworlur Constrnd Rnwl Rsourc llocton n Fuzzy Mtgrphs v Mn- Slck S S Hshmn* Rcvd: Jnury 31, 011 ; ccptd: My 1, 011 strct

More information

Quality and Pricing for Outsourcing Service: Optimal Contract Design

Quality and Pricing for Outsourcing Service: Optimal Contract Design Qulity nd Pricing for Outsourcing Srvic: Optiml Contrct Dsign Smr K. Mukhopdhyy Univrsity of Wisconsin-Milwuk Co-uthor: Xiowi Zhu, Wst Chstr Univrsity of PA Third nnul confrnc, POMS Collg of Srvic Oprtions

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

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

CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES The CVF method

CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES The CVF method CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES Th CVF mthod Fbrc Chrstn 1, Konrd Kujkn 1,, Dtrch Bd 3, Cyrl Cvdor 4, Sbstn Drs 3, Olf Iwrt 3. 1 Kptyn Astronomcl

More information

PRESENTED TO. Data Leakage Worldwide: The Effectiveness of Corporate Security Policies

PRESENTED TO. Data Leakage Worldwide: The Effectiveness of Corporate Security Policies PRSNTD TO Dt Lk Worlw: T tvnss o Corport Surty Pols UUST 2008 Ovrvw Rsr Otvs Cso ontrt nst xprss to xut n ntrntonl survy wt ous on t ollown otvs: xplor mploy us o ompny vs, nlun ommunton srvs n vs us,

More information

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 [email protected] 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

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE DYAMIC PROGRAMMIG APPROACH TO TESTIG RESOURCE ALLOCATIO PROBLEM FOR MODULAR SOFTWARE P.K. Kpur P.C. Jh A.K. Brdh Astrct Tstg phs of softwr gs wth modul tstg. Durg ths prod moduls r tstd dpdtly to rmov

More information

WHAT HAPPENS WHEN YOU MIX COMPLEX NUMBERS WITH PRIME NUMBERS?

WHAT HAPPENS WHEN YOU MIX COMPLEX NUMBERS WITH PRIME NUMBERS? WHAT HAPPES WHE YOU MIX COMPLEX UMBERS WITH PRIME UMBERS? There s n ol syng, you n t pples n ornges. Mthemtns hte n t; they love to throw pples n ornges nto foo proessor n see wht hppens. Sometmes they

More information

Applying the actuarial control cycle in private health insurance

Applying the actuarial control cycle in private health insurance Applyng th cturl control cycl n prvt hlth nsurnc Bn Oo FIAA Prsntd to th Insttut o Acturs o Austrl 2005 Bnnl Convnton 8 My 11 My 2005 Ths ppr hs bn prprd or th Insttut o Acturs o Austrl s (Insttut) Bnnl

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

A simple algorithm to generate the minimal separators and the maximal cliques of a chordal graph

A simple algorithm to generate the minimal separators and the maximal cliques of a chordal graph A smpl lgortm to gnrt t mnml sprtors nd t mxml lqus o ordl grp Ann Brry 1 Romn Pogorlnk 1 Rsr Rport LMOS/RR-10-04 Fbrury 11, 20 1 LMOS UMR CNRS 6158, Ensmbl Sntqu ds Cézux, F-63 173 Aubèr, Frn, [email protected]

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

Term Structure of Interest Rates: The Theories

Term Structure of Interest Rates: The Theories Handou 03 Econ 333 Abdul Munasb Trm Srucur of Inrs Ras: Th Thors Trm Srucur Facs Lookng a Fgur, w obsrv wo rm srucur facs Fac : Inrs ras for dffrn maurs nd o mov oghr ovr m Fac : Ylds on shor-rm bond mor

More information

Improved PKC Provably Secure against Chosen Cipher text Attack

Improved PKC Provably Secure against Chosen Cipher text Attack Intrntonl Journl on Computtonl Scncs & Applctons (IJCSA) Vo3, No, Frury 203 Improv PKC Provly Scur gnst Chosn Cphr txt Attck Sushm Prhn Brnr Kumr Shrm 2 School of Stus n Mthmtcs, Pt Rv Shnkr Shukl Unvrsty,

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

Authenticated Encryption. Jeremy, Paul, Ken, and Mike

Authenticated Encryption. Jeremy, Paul, Ken, and Mike uthntcatd Encrypton Jrmy Paul Kn and M Objctvs Examn thr mthods of authntcatd ncrypton and dtrmn th bst soluton consdrng prformanc and scurty Basc Componnts Mssag uthntcaton Cod + Symmtrc Encrypton Both

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

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

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

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 [email protected] Shhn Kml Unvrsty o Wtrloo s3kml@uwtrloo. Khuzm Duj Unvrsty o Wtrloo kuj@uwtrloo. L Chn HKUST [email protected] ABSTRACT

More information

Pricing Strategy of Platform: An Investigation to the Internet Service Provider (ISP) Industry

Pricing Strategy of Platform: An Investigation to the Internet Service Provider (ISP) Industry Prng trtegy of Pltform: n Investgton to the Internet erve Provder (IP Industry by WDEH KUMR MT, HUI P Correspondng ddress: Dept. of Computng nd Eletron ystems, Unversty of Essex, Wvenhoe Prk, Colhester,

More information

Fundamentals of Tensor Analysis

Fundamentals of Tensor Analysis MCEN 503/ASEN 50 Chptr Fundmntls of Tnsor Anlysis Fll, 006 Fundmntls of Tnsor Anlysis Concpts of Sclr, Vctor, nd Tnsor Sclr α Vctor A physicl quntity tht cn compltly dscrid y rl numr. Exmpl: Tmprtur; Mss;

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

HIGH CREDIT OR LIMIT BALANCE $230000 MTG $120000 360 $975 $28626 069 $533 $31206 AUTO $4000 REV $228 MIN $10

HIGH CREDIT OR LIMIT BALANCE $230000 MTG $120000 360 $975 $28626 069 $533 $31206 AUTO $4000 REV $228 MIN $10 32065 TL URT UIT 300, VRGRN, 80439 Phone: 3036707993 Fax: 3036708067 MRGD INFIL RDIT RPRT Reporting ureau certifies compliance contractual requirements governing check of public records with these results.

More information

Operation Transform Formulae for the Generalized. Half Canonical Sine Transform

Operation Transform Formulae for the Generalized. Half Canonical Sine Transform Appl Mhmcl Scnc Vol 7 3 no 33-4 HIKARI L wwwm-hrcom Opron rnorm ormul or h nrl Hl Cnoncl Sn rnorm A S uh # n A V Joh * # ov Vrh Inu o Scnc n Humn Amrv M S In * Shnrll Khnlwl Coll Aol - 444 M S In luh@mlcom

More information

ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS WITH COMPOUND POISSON DEMAND

ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS WITH COMPOUND POISSON DEMAND 8 th Intrnatonal Confrnc of Modlng and Smulaton - MOSIM - May -2, 2 - Hammamt - Tunsa Evaluaton and optmzaton of nnovatv producton systms of goods and srvcs ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS

More information

(404) 525-1085 (404) 418-6179

(404) 525-1085 (404) 418-6179 M d c L o R oru : E n ur ngv uf org or g H t hc r Con um r I ubr f S pt mb r2011 Pr p r dbyg or g W t c h ndg or g nf orh t hyf ut ur Mdc Lo Rto: Enurng Vu for Gorg Hth Cr Conumr w wrttn by: Hoy Lng Cndy

More information

An ID-Based Public Key Cryptosystem based on Integer Factoring and Double Discrete Logarithm Problem

An ID-Based Public Key Cryptosystem based on Integer Factoring and Double Discrete Logarithm Problem Informton urnc n Scurt Lttr (00) 09-034 n ID-B Puc K rptotm on Intgr Fctorng n Dou Dcrt Logrthm Prom hnrhkhr Mhrm Shm Sunr grw Dprtmnt of pp Mthmtc Shr Shnkrchr Engnrng og Junwn Bh (G) In Em: c_mhrm@rffmcom

More information

4.1 Interval Scheduling. Chapter 4. Greedy Algorithms. Interval Scheduling. Interval Scheduling: Greedy Algorithms

4.1 Interval Scheduling. Chapter 4. Greedy Algorithms. Interval Scheduling. Interval Scheduling: Greedy Algorithms 1 ptr 4 41 Intrvl Suln ry lortms Sls y Kvn Wyn opyrt 5 Prson-son Wsly ll rts rsrv Intrvl Suln Intrvl Suln: ry lortms Intrvl suln Jo strts t s n nss t Two os omptl ty on't ovrlp ol: n mxmum sust o mutully

More information

DATA MANAGEMENT POLICY. SUMMARY OF PRINCIPAL CHANGES General changes None for amendments in this revision, refer to Appendix II, UPR IM16.

DATA MANAGEMENT POLICY. SUMMARY OF PRINCIPAL CHANGES General changes None for amendments in this revision, refer to Appendix II, UPR IM16. Dt Mnmnt Poly Vrson 03.0, UPR IM16 (prvously UPR IM12) Etv: 2 Mr 2011. R-ssu: 1 Sptmr 2015 DATA MANAGEMENT POLICY SUMMARY OF PRINCIPAL CHANGES Gnrl ns Non or mnmnts n ts rvson, rr to Appnx II, UPR IM16.

More information

December Homework- Week 1

December Homework- Week 1 Dcmbr Hmwrk- Wk 1 Mth Cmmn Cr Stndrds: K.CC.A.1 - Cunt t 100 by ns nd by tns. K.CC.A.2 - Cunt frwrd bginning frm givn numbr within th knwn squnc (instd f hving t bgin t 1). K.CC.B.4.A - Whn cunting bjcts,

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

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

Modern Portfolio Theory (MPT) Statistics

Modern Portfolio Theory (MPT) Statistics Modrn Portfolo Thory (MPT) Statstcs Mornngstar Mthodology Papr Novmr 30, 007 007 Mornngstar, Inc. All rghts rsrvd. Th nformaton n ths documnt s th proprty of Mornngstar, Inc. Rproducton or transcrpton

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

Alternatives to an Inefficient International Telephony. Settlement System

Alternatives to an Inefficient International Telephony. Settlement System Alterntve to n Ineffent Interntonl Telephony Settlement Sytem Alterntve to n Ineffent Interntonl Telephony Settlement Sytem Koj Domon Shool of Sol Sene Wed Unverty -6- Nh-Wed Shnjuku-ku Tokyo 69-8050 JAPAN

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

Revenue Management Games: Horizontal and Vertical Competition

Revenue Management Games: Horizontal and Vertical Competition Revenue Mngement Gmes: Horzontl nd Vertl Competton Sergue Netessne he Whrton Shool Unversty of Pennsylvn Phldelph, PA 19103-6340 [email protected] Robert A. Shumsky Smon Shool of usness Admnstrton

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

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

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

DYNAMIC MODEL BASED PREDICTIVE CONTROL FOR MOBILE ROBOTS

DYNAMIC MODEL BASED PREDICTIVE CONTROL FOR MOBILE ROBOTS XII Rnón rjo n Procsmnto l Informcón y Control, 6 l 8 octr 27 DYNAMIC MODEL BASED PREDICIVE CONROL FOR MOBILE ROBOS Anrés Rosls, Mgl Pñ, Gstvo Scgl, Vcnt Mt, Frnno Scsco Insttto Atomátc (INAU. Unvrs Nconl

More information

Online Load Balancing and Correlated Randomness

Online Load Balancing and Correlated Randomness Onln Load Balancng and Corrlatd Randomnss Sharayu Moharr, Sujay Sanghav Wrlss Ntworng and Communcatons Group (WNCG) Dpartmnt of Elctrcal & Computr Engnrng Th Unvrsty of Txas at Austn Austn, TX 787, USA

More information

Optimal Pricing Scheme for Information Services

Optimal Pricing Scheme for Information Services Optml rcng Scheme for Informton Servces Shn-y Wu Opertons nd Informton Mngement The Whrton School Unversty of ennsylvn E-ml: [email protected] e-yu (Shron) Chen Grdute School of Industrl Admnstrton

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

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

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

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

Victims Compensation Claim Status of All Pending Claims and Claims Decided Within the Last Three Years

Victims Compensation Claim Status of All Pending Claims and Claims Decided Within the Last Three Years Claim#:021914-174 Initials: J.T. Last4SSN: 6996 DOB: 5/3/1970 Crime Date: 4/30/2013 Status: Claim is currently under review. Decision expected within 7 days Claim#:041715-334 Initials: M.S. Last4SSN: 2957

More information

is knowing the car market inside out.

is knowing the car market inside out. Exprts s knowng th car markt nsd out. Vokswagn Group Lasng s both a ft managmnt company and a dvson of Vokswagn Fnanca Srvcs (UK) Lmtd. Ths aows us to offr a comprhnsv rang of srvcs wth packags to sut

More information

tis, cis cunc - cunc - tis, cis tis, cis cunc - tis, func - def - def - tis, U func - def - func - tis, pa - tri pa - tri pa - tri tu - per - tu -

tis, cis cunc - cunc - tis, cis tis, cis cunc - tis, func - def - def - tis, U func - def - func - tis, pa - tri pa - tri pa - tri tu - per - tu - 1 B Ihsu dulcs cuncts [Supr 1] [Supr 2] Tnr B B B B - B - B - Ih - Ih - Ih - su su su cs cs cs cunc - cunc - cunc - Amns, Bblthèqu Cntl L Agn, ms 162 D, ff 2v-10 ts, ts, ts, E-tr - E-tr - E-tr - n p n

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

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

ERLANG C FORMULA AND ITS USE IN THE CALL CENTERS

ERLANG C FORMULA AND ITS USE IN THE CALL CENTERS IFORTIO D OUITIO TEHOLOGIES D SERVIES, VOL. 9, O., RH 2 7 ERLG FORUL D ITS USE I THE LL ETERS Er HROY., Tbor ISUTH., atj KVKY. Dpartmnt of Tlcommuncatons, Faculty of Elctrcal Engnrng and Informaton Tchnology,

More information

VOL. 25, NÚM. 54, EDICIÓN JUNIO 2007 PP. 122-155

VOL. 25, NÚM. 54, EDICIÓN JUNIO 2007 PP. 122-155 Ensayos sobr POÍTICA ECONÓMICA PENSION FUND MANAGERS AND THE STRUCTURE OF THE FOREIGN EXCHANGE MARKET HERNANDO VARGAS YANNETH ROCÍO BETANCOURT ENSAYOS SOBRE POÍTICA ECONÓMICA, VO. 25, NÚM. 54, EDICIÓN

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

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

No 28 Xianning West Road, Xi an No 70 Yuhua East Road, Shijiazhuang. [email protected]

No 28 Xianning West Road, Xi an No 70 Yuhua East Road, Shijiazhuang. yongchunliang@hotmail.com On-Ln Dynamc Cabl Ratng for Undrground Cabls basd on DTS and FEM Y.C.Lang *, Y.M.L School of Elctrcal Engnrng * Dpartmnt of Elctrcal and Informaton X an Jaotong Unvrsty Hb Unvrsty of Scnc and Tchnology

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

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

NerveCenter Protocol and Perl Metrics. November 2014 NCSD-PPM-01

NerveCenter Protocol and Perl Metrics. November 2014 NCSD-PPM-01 rvcntr Procol nd Prl Mtrics ovbr 2014 CSD-PPM-01 Procol nd Prl Mtrics Strting in rvcntr 6.1 Bld28, th nccd cond lin utility supports gnrting trics for rvcntr Srvr s procol lyr nd Prl intrprtrs. Cling upon

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

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

SE3BB4: Software Design III Concurrent System Design. Sample Solutions to Assignment 1

SE3BB4: Software Design III Concurrent System Design. Sample Solutions to Assignment 1 SE3BB4: Softwre Design III Conurrent System Design Winter 2011 Smple Solutions to Assignment 1 Eh question is worth 10pts. Totl of this ssignment is 70pts. Eh ssignment is worth 9%. If you think your solution

More information

Game of Platforms: Strategic Expansion into Rival (Online) Territory

Game of Platforms: Strategic Expansion into Rival (Online) Territory Gam of Platforms: Stratgc Expanson nto Rval (Onln) Trrtory Sagt Bar-Gll Ϯ Abstract Onln platforms, such as Googl, Facbook, or Amazon, ar constantly xpandng thr actvts, whl ncrasng th ovrlap n thr srvc

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: [email protected] www.uxq.org Autorn: R. Molih, T. Gis, B. Rumml, O. Klug, K. Polkhn Contnt Lgn...

More information

Part 2 - Notes on how to complete your application form

Part 2 - Notes on how to complete your application form Tuton F Loan applcaton nots for nw part-tm studnts 2012/13 About ths nots Ths nots should b rad along wth your Tuton F Loan applcaton form. Th nots ar splt nto thr parts: Part 1 - Gnral nformaton Part

More information

Consistency Test on Mass Calibration of Set of Weights in Class E 2 and Lowers

Consistency Test on Mass Calibration of Set of Weights in Class E 2 and Lowers Prodgs of th 17 th Itrtol Cofr o For, Mss, Torq d Prssr Msrts, IMEKO TC3, 17-1 St. 001, Istbl, Trky Cossty Tst o Mss Clbrto of St of Wghts Clss E d Lowrs Ls Or Brr, Igo Hrádz, Jorg Nv, Fél Pzt Ntol Ctr

More information

Figure 1. Inventory Level vs. Time - EOQ Problem

Figure 1. Inventory Level vs. Time - EOQ Problem IEOR 54 Sprng, 009 rof Leahman otes on Eonom Lot Shedulng and Eonom Rotaton Cyles he Eonom Order Quantty (EOQ) Consder an nventory tem n solaton wth demand rate, holdng ost h per unt per unt tme, and replenshment

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

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

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100 hsn.uk.net Higher Mthemtics UNIT 3 OUTCOME 1 Vectors Contents Vectors 18 1 Vectors nd Sclrs 18 Components 18 3 Mgnitude 130 4 Equl Vectors 131 5 Addition nd Subtrction of Vectors 13 6 Multipliction by

More information

Chapter. Contents: A Constructing decimal numbers

Chapter. Contents: A Constructing decimal numbers Chpter 9 Deimls Contents: A Construting deiml numers B Representing deiml numers C Deiml urreny D Using numer line E Ordering deimls F Rounding deiml numers G Converting deimls to frtions H Converting

More information

An RSA-based (t, n) threshold proxy signature scheme with freewill identities

An RSA-based (t, n) threshold proxy signature scheme with freewill identities Int. J. Informaton an Computr Scurty, Vol. 1, No. 1/2, 27 21 An RSA-bas (t, n) thrshol proxy sgnatur schm wth frwll ntts Ya-Fn Chang Grauat Insttut of Accountng, Natonal Chung Hsng Unvrsty, Tachung 42,

More information

MPLS FOR MISSION-CRITICAL MICROWAVE NETWORKS BUILDING A HIGHLY RESILIENT MICROWAVE NETWORK WITH MULTI-RING TOPOLOGY

MPLS FOR MISSION-CRITICAL MICROWAVE NETWORKS BUILDING A HIGHLY RESILIENT MICROWAVE NETWORK WITH MULTI-RING TOPOLOGY MPLS FOR MISSION-CRITICAL MICROWAVE NETWORKS BUILDING A HIGHLY RESILIENT MICROWAVE NETWORK WITH MULTI-RING TOPOLOGY TECHNICAL WHITE PAPER H rslny n srv vllty r ky sn onsrtons wn uln msson-rtl mrowv ntworks.

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

Oscar & Associates Photography and Video Services

Oscar & Associates Photography and Video Services l d o phot og phy d og phy m l ps d o&phot o omb n d pos tp oduon & t ou h ng p n ngs s l kh t os ouo df o m! Os & Assots Photogphy nd Vdo Ss Exhbt Photogphy Pg 1 Exhbt Vdo & Ent Photogphy Pg 2 Vdo Poduton

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

24. Impact of Piracy on Innovation at Software Firms and Implications for Piracy Policy

24. Impact of Piracy on Innovation at Software Firms and Implications for Piracy Policy 4. mpat of Pray on nnovaton at Software Frms and mplatons for Pray Poly Jeevan Jasngh Department of nformaton & Systems Management, HKUST Clear Water Bay, Kowloon Hong Kong [email protected] Abstrat A Busness

More information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

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

Sun Synchronous Orbits for the Earth Solar Power Satellite System

Sun Synchronous Orbits for the Earth Solar Power Satellite System Sun Synchrnus Orbts fr th Earth Sar Pwr Satt Systm Sm f th mst prmsng rbts fr th Earth Sar Pwr Systm ar crcuar Sun synchrnus rbts whch nvr ntr Earth's shaw. In ths rbts, gravty grant stabz "pwr twrs" w

More information

CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY. Outcome 10 Regulation 11 Safety and Suitability of Premises

CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY. Outcome 10 Regulation 11 Safety and Suitability of Premises CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY Outcom 10 Rgulation 11 Safty and Suitability of Prmiss CQC Rf 10A 10A(1) Lad Dirctor / Lad Officr Rspons Impact Liklihood Lvl of Concrn

More information

FEE-HELP INFORMATION SHEET FOR DOMESTIC FULL FEE STUDENTS

FEE-HELP INFORMATION SHEET FOR DOMESTIC FULL FEE STUDENTS FEE-HELP INFORMATION SHEET FOR DOMESTIC FULL FEE STUDENTS This is n infomtion sht poducd by th Monsh Lw Studnts Socity Juis Docto Potfolio to ssist full f pying studnts (domstic) in undstnding th issus

More information

Ne l'aria in questi di fatt'ho un si forte Castel,

Ne l'aria in questi di fatt'ho un si forte Castel, 10 19 29 37 46 54 62 70 N l' in qu ftt'ho un si Csl, oginl ky C l sl N l' su in qu ch, Cn poiv' l ftt' houn si Cipno d Ror v nr, nr l vn, poiv' fossin V n v prcuo ft.. mr, L'r, ch tr'l trui fol lr pugnr

More information

Matching Execution Histories of Program Versions

Matching Execution Histories of Program Versions Mt Exuto Hstors o Prorm Vrsos Xyu Z Rv Gupt Dprtmt o Computr S T Uvrsty o Arzo Tuso, Arzo 85721 {xyz,upt}@s.rzo.u ABSTRACT W vlop mto or mt ym stors o prorm xutos o two prorm vrsos. T mts prou usul my

More information

Network Analyzer Error Models and Calibration Methods

Network Analyzer Error Models and Calibration Methods Ntwork Anlyzr Error Modls nd Clirtion Mthods y Doug Rytting Pg This ppr is n ovrviw of rror modls nd clirtion mthods for vctor ntwork nlyzrs. Prsnttion Outlin Ntwork Anlyzr Block Digrm nd Error Modl ystm

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

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange Lctur 6: Th Forign xchang Markt xchang Rats in th long run CON 34 Mony and Banking Profssor Yamin Ahmad xchang Rats in th Short Run Intrst Parity Big Concpts Long run: Law of on pric Purchasing Powr Parity

More information

Life Analysis for the Main bearing of Aircraft Engines

Life Analysis for the Main bearing of Aircraft Engines f Analyss for th Man barng of Arcraft Engns Png n a, Xaolng Zhang a, png H a, anglang Dng a a School of Mchancs, Elctronc, and Industral Engnrng, Unvrsty of Elctronc Scnc and Tchnology of Chna, Chngdu,

More information