A Newer Secure Communication, File Encryption and User Identification based Cloud Security Architecture
|
|
|
- Johnathan Sharp
- 10 years ago
- Views:
Transcription
1 A Nw cu Counication, Fil Encyption and Idntification basd Cloud cui Achitctu Tonny hkha Ka 1, M. A. Pavz Mahud 2,hahjadi Hisan Fajana 3,Kaws Wazd Nafi 1, and Bikash Chanda Kaoka 1 Dpatnt Coput cinc and Engining 1 Dpatnt Elctical and Elctonic Engining 2 Dpatnt Mchanical Engining 3 Khulna Univsi Engining and Tchnology, Khulna, Bangladsh ABTRACT Cloud coputing platfo givs popl th oppotuni fo shaing soucs, svics and infoation aong th popl th whol wold. In pivat cloud, infoation is shad aong th psons who a in that cloud. Bcaus this, diffnt scui latd pobls hav gown in this platfo. This pap wok has poposd nw scui achitctu fo cloud coputing platfo, which nsus scud counication and hiding infoation fo oths. DE basd fil ncyption and asynchonous ky fo xchanging infoation o data is includd in this odl. This stuctu is asily applicabl with ain cloud coputing fatus,.g. Paa, aa and Iaa. This odl also includs uniqu ncyption ky fo us authntication pocss. El Gaal has bn poposd in this pap fo scud counication btwn uss and cloud stoag. This pap wok ainly dals with poviding scui fo fils stod in cloud coputing achtctu. Kywods Cloud Coputing, cui achitctu, DE, El Gaal Cypto. 1. INTRODUCTION At th psnt wold ntwoking, Cloud coputing [1] is on th ost ipotant and dvloping concpt fo both th dvlops and th uss. Psons who a intlatd with th ntwoking nvionnt th psnt wold cloud coputing is a pfabl platfo fo th. Thfo in cnt days poviding scui has bco a ajo challnging issu in cloud coputing. In cloud nvionnt soucs a shad aong all th s, uss and individuals. As a sult fils o data stod in th cloud bco opn to all. Thfo, data o fils an individual can b handld by all oth uss th cloud. [2, 3] As a sult it is vy asy fo an intud to accss, isus and dstoy th oiginal fo data. An intud can also intupt th counication. Bsids, cloud svic povids povid diffnt ps applications which a vy citical natu. Fo this it is also vy uch ssntial fo th cloud to b scu [4]. Anoth pobl with cloud is that an individual ay not hav contol ov th plac wh th data hav to b stod. Bcaus a cloud us hav to us th souc allocation and schduling povidd by th cloud svic povid. Fo this it is also ncssay to potct th data o fils in th idst unscud pocsss. In od to solv this pobl w nd to apply scui in cloud coputing platfos. In ou poposd scui stuctu w hav tid to tak into account scui bachs as uch as possibl. At psnt, diffnt scui odls and algoiths a applid in th fild cloud coputing. But, ths odls hav faild to solv all scui thats. [5, 6, 7] Moov fo E-coc [8] and diffnt ps onlin businss, w nd to iply high capaci scui odls in cloud coputing filds. cui odls that a dvlopd and cuntly usd in th cloud coputing nvionnt a ainly usd fo poviding scui fo a fil and not fo th whol counication [9]. Moov psnt scui odls a sotis using scud channl fo counication [10]. But, this is not cost ffctiv pocss. Again, it is a to find a cobind wok ain scui, tansaction btwn th and so on. o odls though to discuss about all ths, thy a fully dpndnt on us appoach and faild to us achin intllignc fo gnating ky and nw poposd odl. o odls hav poposd about hadwi ncyption fo scud counication [11]. It is asy to thinking, but had to iplnt. Bsids, hadwi ncyption is hlpful only fo databas, not fo oth scui issus. Again, authnticatd us dtction is now a day vy ipotant thing, which is aly discussd in th cntly usd odls fo nsuing scui in cloud coputing. In this pap w a going to show a nw scui achitctu fo cloud coputing platfo. H fils a ncyptd with DE algoith in which kys a gnatd andoly by th. Fo on fil, only on ky is gnatd. Two s, ans distibutd concpts a usd h fo nsuing high scui. This odl also hlps to solv ain scui issus lik alicious intuds, hacking, tc cloud coputing platfo. El Gaal algoith is usd fo scud counication btwn th uss and th copanis s. Th pap is oganizd in following way :- sction 2 dscibs th latd cloud coputing scui achitctus and odls; sction 3 dscibs bifly th poposd cloud coputing stoag achitctu; sction 4 dscibs th stpby-stp xcution pocss poposd achitctu; sction 5 discusss on th sults th poposd odl got fo diffnt xpints with uss in lab and finally, sction 6 discusss on ou achivnts and futu plans. 2. RELATED WORK Vaious sachs on scui in cloud coputing hav alady copltd now a day. Idntification basd cloud coputing scui odl was wokd out by diffnt sachs [12]. But only idntify th actual us dos not all tis giv lif fo data hacking o intuding data o infoation savd in th databas cloud nvionnt. Yao s Gabld Cicuit is usd fo scu data saving in cloud 26
2 s [13, 14]. But it is also an idntification basd wok. It dos not wok with nsuing scui in whol cloud coputing platfo. Rsachs latd with nsuing scui in whol cloud coputing nvionnt hav alady wokd out in diffnt stuctus and shapd. AE basd fil ncyption is usd in so ths wokd out odls [15, 16]. DE basd fil ncyption is also sachd out [17]. But ths odls kp both th ncyption ky and ncyptd fil in on databas. o, only tid and bco succssful to hack on th s can giv th hack all infoation about th fil, which is not dsiabl. o oth odls and scud achitctu a poposd fo nsuing scui in cloud coputing nvionnt [18, 19]. Though ths odl nsus scud counication btwn uss and s, but ths odls dosn t ncypt th loadd infoation. But fo bst scui nsuing pocss th uploadd infoation nds to b ncyptd so that non can know th infoation. o oth pcious scud odls fo cloud coputing nvionnt a also sachd out [20, 21]. But, ths odls also fails to nsu all citia cloud coputing scui issus [22]. 3. PROPOED MODEL Th Poposd Modl ainly woks with th following scui algoiths: 1. El Gaal [23, 24, 25] 2. DE Encyption algoith [26] Duing th ti woking with poposd odl, w dvlopd and wokd with th cloud-coputing scnaio shown in Figu 1. (Main contol BAE BAE BAE Fig 1: Cloud Achitctu (Woking cnaio) In this scnaio, w can s that all th uss nd to contact with th ain and with th hlp this coput uss can counicat with databass fo uploading o downloading thi fils. Evy ti th svs th uss. It taks fils fo th uss, kps ths fils in diffnt databass, which a connctd with it and tiv fils fo th databass to spcific uss whnv ndd. As th is no oth connction btwn th and th databass, ths connctions a not scud. No scui algoith is applid h. Btwn uss and th, El Gaal cypto is usd. Public and pivat kys btwn th uss and th ay b distibutd with th hlp KDC o a thid pa coput/, which ay b installd by th cloud. H, at th ti uploading a fil, th fil is ncyptd with th public ky th cloud, ainly with th public ky th. At th ti downloading a fil, a us fist snds his/h qust his/h fil, which h/sh has alady uploadd bfo, in an ncyptd foat. Th dcypts it and pocsss th qust. thn ncypts th qustd fil, which is tiv th databas, with th public ky th us (sachd out o qust KDC fo th public ky th us) and snds it to that us. Fo this ason, only th spcific us can dcypt th fil and wok with it. Again, El Gaal is pobabilistic. On fil can b ncyptd is sval ways. o, it bcos had fo on to undstand th kys. Fo this ason, no on can asily intupt in th counication btwn th uss and cloud stoag. Whn a us uploads his/h fil to cloud stoag, th fist ncypts it with th hlp DE algoith. DE algoith uss 64-bit long ky fo ncyption pocss and 16 cycls, which includs substitution and tansaction. This aks th fil unadabl to th outsids. This ncyption ky is gnatd by th. Whn a us uploads his/h fil to cloud, th fist gnats andoly a 64-bit ky and ncypt th fil. Thn, th snds th ky to th us s ail addss, who has uploadd th fil. Thn, th andoly slcts on databas, attachd with th and uploads th fil to that slctd databas. Th aintains a tabl wh it ntis th no accopanying with us na and fil na. Bcaus ail no us is usd by th poposd cloud stoag as us na, it is uniqu and both fil na and us na can giv a uniqu psntation an uploadd fil. o, it bcos asy fo th to upload fil to a databas and tiv th fil asily whnv ndd. If a databas is busy in uploading fil whn th wants to upload anoth fil in that databas, th again andoly slcts anoth databas xcpt th pvious on and uploads th fil. If th tis to upload a fil to th databas, which is lag than th f siz that databas, th again slcts andoly anoth databas xcpt th psnt on and uploads th fil. Th 64-bit fil ncyption ky is also hlpful fo authnticat th us. Bcaus this ncyption ky is snt to uss ail accounts, only authnticat uss can opn thi uploadd fils. At th ti downloading that fil, th asks th ncyption ky to th us. Fo this ason, no oth pson xcpt th actual on can opn and accss th fils. Again, if anyon wants to hack fils fo th counication channls btwn th and databas s, no on can do it asily bcaus vything opation is don though th. Accidntly, if anyon gts a fil, it will bco uslss to hi. Bcaus only ncyptd fils a snds fo to databas s and no copy ky is kpt in oy. This poposd cloud scui odl woks with not only fil ncyption basd scui odl but also with authntication basd scui odl. o, th poposd cloud scui odl achitctus looks lik as shown in Figu 2 s El GAMAL (Main DE Fig 2: Poposd Cloud cui Achitctu BAE 4. EXPERIMENTAL ETUP Th odl shown in figu 2 has wokd out in th lab with th following configuation:- 1. Pocsso Co 2 duo 2.6 GHz 2. RAM 2 GB 3. Windows 7 4. Cobination AP.Nt and C# 27
3 At fist public and pivat kys with th hlp EL Gaal a gnatd with a coput. Thn, thy a distibutd to th uss and ain. s us th public ky th cloud stoag fo ncypting th fil ady uploading by th uss. Cloud stoag uss public ky th spcific uss fo ncypting th tivd fils and snds th to uss. Figu: 3 shows stp by stp pocss scud tansactions btwn a us and th :- b) a) c) d) K _ () U + {U _ (M)} K + {K _ ()} U _ (M) yst v yst v yst v yst v Fig 3: tp by tp El Gaal Tansactions H, fo Figu 3 w s that, at fist, ssag is ncyptd by ky k -, which is th public ky th cloud stoag. This public ky is gnatd by El Gaal cypto pocss [27]. Aft civing th fils, dcypts it with pivat ky K +. at that ti th ssag o fil is accssibl by th. Fo snding sothing to uss, ncypts th fils o ssag with public ky that us, U -. Aft gtting ths fils, uss opn it with thi own pivat ky, U +. Thn it bcos adabl and accssibl to uss. Aft gtting th fils fo th uss, th ain stats its woks. Fist all it andoly gnats a 64 bit ky. Aft that, th ncypts th fils and snds th ncyption kys to spcific uss ail addsss. Fils a thn uploadd by th to databas s (On fil in on databas ). Whn uss want to download fils, only with th hlp ncyption kys, th fils can b opnd and adabl by th uss. Figu 4 shows th whol fil ncyption pocsss pictoially. Fo Figu 4 w s that at fist all tansactions, uss fist upload fils. Each us can upload on fil at a ti. thn gnats ncyption kys (K), ncypts fil, insts fil, databas infoation in tabl, and snds th kys to spcific uss. Nxt ti, whn us wants to download a fil, h nds to snd his ncyption ky (K) to th ain. than tivs that fil fo databas by saching out spcific databas accoding to th infoation in (sa as Tabl 1). a) d) b) c) Fig 4: tp by tp Fils Encyption pocss Aft th copltion th download pocss, th fils a no o in databas and kys bco uslss. If on wants to upload th sa fil again, a nw ky will b snt by th to his/h ail account. Tabl 1. Tabl Maintaind in v fo s, Fils and Databas vs Infoation Account Fil Na v Nub [email protected] Abcd.txt 1 [email protected] Asdfasd.dat 2. [email protected] Ppoip.xtnsion 1 5. EXPERIMENTAL REULT Expintal sults th poposd odl a takn in two phass. H ti d fo th copltion ach phas is takn und considation. Th full xpintal wok has takn 40 popl viws fo gtting sults th poposd odl. Phas 1: 40 popl hav wokd with th El Gaal ncyption and dcyption tchniqu fo counicating with th ain ( ) th cloud stoag. s d fo snding qust and fils fo uss sid to and aft pocssing downloading qust, tis d fo snding fils fo to uss sid a shown in Tabl 2. Though th xpint is copltd with 40 popl, 10 popl s sults a shown h. Tabl 2. Rsulting fo Tansactions btwn s and Cloud toag v Nu b Popl us sid to Upload fils (M) nd ky, K Rq fil and snd Ky, K nd Fils to that us v (ain Rand gn. Ky and Encypt v (ain Dcypt with that ky Nub Popl Fils DE ncyptd Ask fo fils Rtiv fils us sid to [M] [M] d fo to that us 1 2 sc 2 sc 6 3 sc 3 sc 2 3 sc 3 sc 7 2 sc 2 sc 3 2 sc 3 sc 8 2 sc 2 sc 4 2 sc 2 sc 9 3 sc 2 sc 5 3 sc 3 sc 10 2 sc 2 sc 28
4 Fo th data Tabl 2 w can s that tansactions fo uss sid to o fo sid to uss tak avagly 2-3 sconds. Th ang fils siz, which a usd by th uss to counicat with th poposd odl a laid btwn 5 KB to 50 KB. Phas 2: 40 popl hav wokd with DE fil ncyption and dcyption tchniqu fo uploading fils fo to databas (th fil stoag dvic). s d fo uploading fils fo to databas s and fo pocssing downloading qust, aft saching out fils, tis d fo tansfing sachd fils fo stoag dvics to a shown in Tabl 3. Again, 10 popl s sults a shown h. Tabl 3. Rsulting fo Tansactions btwn v and Fil toag vs Nu b Popl d fo to databas databa s to Nu b Pop l d fo to databas databa s to 1 1 sc 2 sc 6 1 sc 2 sc sc 2.5 sc 7 1 sc 2 sc 3 1 sc 2 sc sc 2.5 sc 4 1 sc 1.5 sc 9 1 sc 2 sc sc 3 sc 10 1 sc 2 sc Fo Tabl 3 w can s that tansactions fo DE ncyption pocss tak avagly 1-2 sc. Th poposd cloud stoag scui achitctu has solvd diffnt scui pobls fo cloud coputing platfo. It solvs us authntication pobl, any us intuption pobls, fil hacking pobls, tc. Th advantags th poposd odl on diffnt points a discussd in Tabl 4. Points fo discussio n Ways nsuing scui Infoati on lakag pobabili Coplxi Ensuing Tabl 4. Advantags th Poposd Modl Ov Diffnt Psnt Modls Idntific ation Basd Modls Only idntify th authoiz d pson, Fil ncyption basd Modls Ky and fil both ains in on. o, gtting accss on on hlps to gt all infoatio n cud channl using odls Intud cant accss th data, but upload d fil is not scud Poposd Modl Both idntify popl and Encypt Fils fo ak scu fo intuds Mdiu Mdiu Mdiu Low Low Mdiu Low Low Main th If ky is chosn by Pobably not On ncyption Authnti cation Excutio n ti cui Baking pobabili Cloud Achitct u cui Lvl us, thn slightly authnticat uss aintain d ky fo on fil. o, ach us has uniqu ncyption ky, which authnticat s hi/h all Mdiu all all Mdiu Mdiu Mdiu Pobably Low than oths Mdiu Mdiu Mdiu High than oth odls 6. Conclusion In this pap w hav poposd a nw scui stuctu fo cloud coputing nvionnt which includs DE fil ncyption and EL Gaal cypto fo scu counication This odl nsus scui fo uploadd fils in cloud, authnticat uss. H, xcution ti is low bcaus lightwight scui nsuing algoiths. H, us authntication with th hlp uniqu ncyption ky hlps to nsu pop us intaction. Again, ach algoith is xcutd individually in ach singl and th sults ths algoiths a thn tansitt on sid to oth. Fo this ason dcision taking is asy h fo ach, lik authnticat us, giv accss on fil, tc. In poposd odl El Gaal cypto is usd which is pobabilistic. In futu w want to wok with nsuing high scu counication btwn uss and with hlp oth scui algoiths, us to us. W also want to wok with diffnt ncyption algoiths to find out o scu ncyption fo solving pobls latd with DE fil ncyption. 7. ACKNOWLEDGMENT Th Authos a willing to xpss thi pound gatitud and hatist thanks to all th sachs in th fild cloud coputing achitctu s scui, spcially to th dvlops DE and El Gaal data scui algoiths, who hav ad thi sach wok asy to accoplish. 8. REFERENCE [1]. Yashpal Kada, cui Issus in Cloud Coputing A Tanspant Viw, Intnational Jounal Coput cinc Eging Tchnology, Vol-2 No 5 Octob, 2011, [2]. Rohit Bhadauia, Ritupana Chaki, Nabndu Chaki, ugata anyal, A uvy on cui Issus in Cloud Coputing, 2011 [3]. Mladn A. Vouk, Cloud Coputing Issus, Rsach and Iplntations, Jounal Coputing and Infoation Tchnology - CIT 16, 2008, 4,
5 [4]. Y Hu, Johnny Wong, Gabil Iszlai, Main Litoiu, Rsouc Povisioning fo Cloud Coputing, IBM Canada Ltd., 2009 [5]. Danil Cattddu, Gils Hogbn, Cloud Coputing:- Bnfits, isks and condations fo infoation scui, Novb, 2009 [6]. Cloud Coputing: ilv Lining o to Ahad?, Volu 13 Nub 2, ping 2010 [7]. NGONGANG GUY MOLLET, CLOUD COMPUTING ECURITY, Thsis Pap, Apil 11, 2011 [8]. Gunaska Kua, Aniudh Chlikani, Analysis scui issus in cloud basd -laning, Mast s thsis, 2011 [9]. Jiyi Wu, Qianli hn, Tong Wang, Ji Zhu, Jianlin Zhang Rcnt Advancs in Cloud cui, JOURNAL OF COMPUTER, VOL. 6, NO. 10, OCTOBER 2011 [10]. Ahad-Rza adghi, Thoas chnid, and Macl Winandy, Tokn - Basd Cloud Coputing cu Outsoucing Data and Abitay Coputations with Low Latncy, TRUT 2010, LNC6101, pp , [11]. Tustd Coputing Goup, olving th Data cui Dila with lf-encypting Divs, May 2010 [12]. Hongwi Li, Yuanshun Dai, Ling Tian and Haoiao Yang, Idnti-Basd Authntication fo Cloud Coputing, Cloud Co 2009, LNC 5931, pp , 2009 [13]. vn Bugil, tfan Nunbg, Ahad-Rza adghi, Thoas chnid, Twin Clouds: cu Cloud Coputing with Low Latncy, CAED, Gany, 2011 [14]. vn Bugil, tfan Nunbg, Ahad-Rza adghi, Thoas chnid, Twin Clouds: cu Cloud Coputing with Low Latncy - Extndd Abstact, CAED, Gany, 2011 [15]. Luis M. Vaquo, Luis Rodo-Mino, Danil Moán, Locking th sky: a suvy on Iaa cloud scui, Coputing (2011) 91: [16]. Yang Tang, Patick P. C. L, John C.. Lui, and Radia Plan, FADE: cu Ovlay Cloud toag with Fil Assud Dltion, 2010 [17]. Nha Jain and Gupt Kau, Iplnting DE Algoith in Cloud fo Data cui, VRD-IJCIT, Vol. 2 (4), 2012, pg: [18]. Thuy D. Nguyn, Mak A. Gond, David J. hiffltt, Jan Khosali, Tiothy E. Lvin, Cynthia E. Ivin, A Cloud-Ointd Coss-Doain cui Achitctu, Th 2010 Militay Counications Confnc, U.. Govt. [19]. Cong Wang, Qian Wang, and Kui Rn, Wnjing Lou, Ensuing Data toag cui in Cloud Coputing, U National cinc Foundation und gant CN , CN , CN , and CN , 2009 [20]. Vaibhav Khadilka, Anuj Gupta, Muat Kantacioglu, Latifu Khan, Bhavani Thuaisingha, cu Data toag and Rtival in th Cloud, Univsi Txas, 2011 [21]. John Haauz, Loi M. Kaufan, Buc Pott, data cui in th Wold Cloud Coputing, Th IEEE Coput OCIETIE, August, 2009 [22]. Kvin Haln, Muat Kantacioglu, Latifu Khan, Bhavani Thuaisingha, cui Issus fo cloud coputing, Intnational Jounal Infoation cui and Pivacy, 4(2), 39-51, Apil-Jun 2010 [23]. Tah ElGaal, A public ky cypto and a signatu sch basd disct logaiths, HP labs, [24]. AndasV.Mi, Th ElGaal Cypto, [25]. Mlissa Hlgson, cui and Applications ElGaal s Encyption Algoith, Googl chola, [26]. Rayond G. Ka, Willia M. Daly, ENCRYPTION TANDARD (DE), FEDERAL INFORMATION PROCEING TANDARD PUBLICATION, FIP PUB 46-3, 1999 [27]. Maco Bodato, Public ky cyptogaphy. ElGaal, hints on iplntation, Tokyo Univsi cinc - Mach 18 th,
HEAT TRANSFER ANALYSIS OF LNG TRANSFER LINE
Scintific Jounal of Impact Facto(SJIF): 3.34 Intnational Jounal of Advanc Engining and sach Dvlopmnt Volum,Issu, Fbuay -05 HEAT TANSFE ANALYSIS OF LNG TANSFE LINE J.D. Jani -ISSN(O): 348-4470 p-issn(p):
Tank Level GPRS/GSM Wireless Monitoring System Solutions
Tank Lvl GPRS/GSM Wilss Monitoing Systm Solutions HOLYKELL TECHNOLOGY CO.LTD May,2014 Ⅰ. Solution Rquimnts 1. Intoduction Th solution is mainly including: wilss data tansciv tminal, lvl snso and PC sv
Load Balancing Algorithm Based on QoS Awareness Applied in Wireless Networks
, pp.191-195 http://x.oi.og/10.14257/astl.2015.111.37 Loa Balancing Algoithm Bas on QoS Awanss Appli in Wilss Ntwoks CHEN Xiangqian, MA Shaohui Dpatmnt of Comput Scinc an Tchnology, Hnan Mchanic an Elctical
Before attempting to connect or operate this product, please read these instructions carefully and save this manual for future use.
Modl No. RAID Boad Instuctions WJ-NDB301 Bfo attmpting to connct o opat this poduct, plas ad ths instuctions cafully and sav this manual fo futu us. Waning: All ok latd to th installation of this poduct
IT Update - August 2006
IT Nws Saus: No Aciv Til: Da: 7726 Summay (Opional): Body: Wlcom Back! Offic of Infomaion Tchnology Upda: IT Upda - Augus 26 Rob K. Blchman, Ph.D. Associa Dico, Offic of Infomaion Tchnology Whil You W
Department of Health & Human Services (DHHS) Pub. 100-04 Medicare Claims Processing Centers for Medicare &
anual ystm patmnt of alth & uman vics () Pub. 100-04 dica laims Pocssing nts fo dica & dicaid vics () Tansmittal 931 at: APL 28, 2006 ANGE EQUET 5013 UBJET: Billing quimnts fo Baiatic ugy fo Tatmnt of
A Newer User Authentication, File encryption and Distributed Server Based Cloud Computing security architecture
A Newer User Authentication, encryption and Distributed Server Based Cloud Computing security architecture Kawser Wazed Nafi 1,2, Tonny Shekha Kar 2, Sayed Anisul Hoque 3, Dr. M. M. A Hashem 4 1 Lecturer,
Incorporating Statistical Process Control and Statistical Quality Control Techniques into a Quality Assurance Program
Incooating Statistical Pocss Contol and Statistical Quality Contol Tchniqus into a Quality Assuanc Pogam Robyn Sikis U.S. Cnsus Buau Puos Incooat SPC and SQC mthods into quality assuanc ogam Monito and
THE NAVAJO NATION Department of Personnel Management JOB VACANCY ANNOUNCEMENT INFORMATION SYSTEMS TECHNICIAN
THE NAVAJO NATION Dpatmnt of Psonnl Managmnt JOB VACANCY ANNOUNCEMENT REQUISITION NO: EPA0158783 DATE POSTED: 06/30/14 POSITION NO: 241518 CLOSING DATE: 07/14/14 POSITION TITLE: INFORMATION SYSTEMS TECHNICIAN
An AnyLogic Simulation Model for Power and Performance Analysis of Data Centres
An AnyLogic Simulation Modl fo Pow and Pfomanc Analysis of Data Cnts Bjön F. Postma and Boudwijn R. Havkot Cnt fo Tlmatics and Infomation Tchnology, Univsity of Twnt, th Nthlands {b.f.postma, b..h.m.havkot}@utwnt.nl
ISSeG EGEE07 Poster Ideas for Edinburgh Brainstorming
SSG EGEE07 Pos das fo Edinbugh Bainsoming 3xposs, plus hoizonal and vical banns (A0=841mm x 1189mm) Why SSG: anion gabbing: hadlins/shock phoos/damaic ycaching imag Wha is SSG: pojc ovviw: SSG ino, diffnc
Sale Mode Choice of Product Extended Warranty based on the Service Level
Intnational Jonal of - and - Svic, Scinc and Tchnology Vol8, No 8 (015, pp1-1 http://dxdoiog/101457/ijnsst0158801 Sal od Choic of Podct Extndd Waanty basd on th Svic Lvl Li Ji School of Infoation Tchnology,
Overview. COSC 6397 Big Data Analytics. Fundamentals. Edgar Gabriel Spring 2015. Data Characteristics. Performance Characteristics
COSC 6397 Big Data Analtics Fundantals Edga Gabil Sping 2015 Ovviw Data Chaactistics Pfanc Chaactistics Platf Cnsidatins 1 What aks lag scal Data Analsis had? Oftn suaizd as VVVV Vlu: 5 Exabts f data catd
Grade 5 History Program
Gad 5 Histoy Poga OPIC 1. Bginnings of Huan Histoy: i bfo Wittn Rcods IME FRAME Sptb-Octob st 1: Chapt 1: What is Histoy? Phistoy: Ston & Bonz Ags Quiz 1: Phistoy Dvlopnts 2. Ealy Civilizations 6000 30
The Casino Experience
Th Casino Expin with Mahi s authnti Indian uisin Lt us nttain you Th Casino Expin 10 Th Staight Flush Expin 20 p ps If you looking fo a gat night out, a Casino Expin patnd This is a gat intoduti to gaing
UNIVERSITÀ DEGLI STUDI DI NAPOLI FEDERICO II
UNIVERSITÀ DEGLI STUDI DI NAPOLI FEDERICO II SCUOLA DI DOTTORATO IN INGEGNERIA INDUSTRIALE Dipatimnto di Inggnia Economico Gstional TESI DI DOTTORATO IN SCIENCE AND TECHNOLOGY MANAGEMENT XXIV CICLO Knowldg
Saving Through Trailer Tracking
SEE WHAT S HAPPENING. CUT RENTAL COSTS. Losing track of rntal trailrs is on of th worst things that can happn to you, lading to unncssary and costly rntal chargs. A Brkshir Hathaway Copany A Brkshir Hathaway
A Systematic Approach to the Comparison of Roles in the Software Development Processes
A Systmatic Appoach to th Compaison of Rols in th Softwa Dvlopmnt Pocsss uat Yilmaz 1, Roy V. O Conno 2 and Paul Clak 1 1 Lo Gaduat School in Softwa Engining, Dublin City Univsity, Iland 2 Lo, th Iish
Factors that Influence Memory
Ovlaning Factos that Influnc Mmoy Continu to study somthing aft you can call it pfctly. Psychology 390 Psychology of Laning Stvn E. Mi, Ph.D. Listn to th audio lctu whil viwing ths slids 1 2 Oganization
DEGRADATION MODEL OF BREAST IMAGING BY DISPERSED RADIATION
THE PUBLISHING HOUSE PROCEEDINGS OF THE ROMANIAN ACADEMY, Sis A, OF THE ROMANIAN ACADEMY Volum 1, Numb 4/011, pp. 347 35 DEGRADATION MODEL OF BREAST IMAGING BY DISPERSED RADIATION Migul BUSTAMANTE 1, Gastón
TELL YOUR STORY WITH MYNEWSDESK The world's leading all-in-one brand newsroom and multimedia PR platform
TELL YOUR STORY WITH MYNEWSDESK Th world's lading all-in-on brand nwsroom and multimdia PR platform SO WHAT'S THE STORY WITH MYNEWSDESK? Th world s lading all-in-on nwsroom and digital PR platform. Usd
Instruction: Solving Exponential Equations without Logarithms. This lecture uses a four-step process to solve exponential equations:
49 Instuction: Solving Eponntil Equtions without Logithms This lctu uss fou-stp pocss to solv ponntil qutions: Isolt th bs. Wit both sids of th qution s ponntil pssions with lik bss. St th ponnts qul to
A Model for Antenna-Plasma Wave Coupling towards Control of Uniformity in Slot-Excited Microwave Discharges
J. Plasa Fusion Rs. SERIES, Vol. 9 () A Modl fo Antnna-Plasa Wav Couling towads Contol of Unifoity in Slot-Excitd Micowav Dischags Daichi SAWADA, Akihio TSUJI, Takanoi KITSUDO, Yasuyoshi YASAKA, and Hioasa
Problem Solving Session 1: Electric Dipoles and Torque
MASSACHUSETTS INSTITUTE OF TECHNOLOGY Dpatmnt of Physics 8.02 Poblm Solving Sssion 1: Elctic Dipols and Toqu Sction Tabl (if applicabl) Goup Mmbs Intoduction: In th fist poblm you will lan to apply Coulomb
Reach Versus Competition in Channels with Internet and Traditional Retailers
Rach Vsus Comptition in Channls with Intnt and Taditional Rtails Bai R Nault Haskayn School of Businss, Univsity of Calgay, Calgay, Albta, Canada, nault@ucalgayca Mohammad S Rahman Haskayn School of Businss,
Handout 3. Free Electron Gas in 2D and 1D
Handout 3 F lcton Gas in D and D In this lctu ou will lan: F lcton gas in two dinsions and in on dinsion Dnsit o Stats in -spac and in ng in low dinsions C 47 Sping 9 Fahan Rana Conll Univsit lcton Gass
Product Overview. Version 1-12/14
Product Ovrviw Vrsion 1-12/14 W ar Grosvnor Tchnology Accss Control Solutions W dvlop, manufactur and provid accss control and workforc managmnt solutions th world ovr. Our product offring ompasss hardwar,
Designing of Closed Loop Controller for 3 Phase to 3 Phase Power Conversion Using Matrix Converter
Intnational Jounal of Scintific Engining an Tchnology Volum No.5 Issu No., pp: 11-115 ISSN:77-1581 1 Fb.1 Dsigning of Clos Loop Contoll fo Phas to Phas Pow Convsion Using Matix Convt 1 B.Muthuvl, K.C.Balaji,
SYSTEMS & SERVICES VENDOR PROGRAMS SPECIALTY MARKET PROGRAMS BE A SPECIALIST OR REFER A SPECIALIST
SYSS & SVICS CNUY 21 is th xclusiv sponso in th l stt ctgoy, nd is th only l stt ogniztion tht cn off I ILS wd ils. Poud suppot of st Sls sinc 1979. In 2008, CNUY 21 Cnd ctd th Kids to Cp pog wh vy $2,100
Physics. Lesson Plan #9 Energy, Work and Simple Machines David V. Fansler Beddingfield High School
Physics Lsson Plan #9 Engy, Wok an Simpl Machins Davi V. Fansl Bingfil High School Engy an Wok Objctivs: Dscib th lationship btwn wok an ngy; Display an ability to calculat wok on by a foc; Intify th foc
The (Bad?) Timing of Mutual Fund Investors. Oded Braverman,* Shmuel Kandel,** and Avi Wohl*** First version: February 2005 This version: August 2005
Th (Bad? Timing of Mutual Fund Invstos by Odd Bavman,* Shmul Kandl,** and Avi Wohl*** Fist vsion: Fbuay 2005 This vsion: August 2005 W thank Invstmnt Comany Institut (ICI fo oviding us th mutual fund data
Architecture of the proposed standard
Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th
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
A Project Management framework for Software Implementation Planning and Management
PPM02 A Projct Managmnt framwork for Softwar Implmntation Planning and Managmnt Kith Lancastr Lancastr Stratgis [email protected] Th goal of introducing nw tchnologis into your company
Chad Saunders 1, Richard E Scott 2
Chad Sauds 1, Richad E Sco 2 1 Haskay School of Busiss. 2 Dpam of Commuiy Halh Scics ad Family Mdici / Dico, Offic of Global -Halh Sagy. Uivsiy of Calgay, Calgay, Alba, Caada Md--Tl 2013 Luxmboug, G. D.
Continuity Cloud Virtual Firewall Guide
Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY
Products of the Second Pillar Pension
Óbuda Univesity e-bulletin Vol. 4, No. 1, 2014 Poducts of the Second Pilla Pension Jana Špiková Depatent of Quantitative Methods and Infoation Systes, Faculty of Econoics, Matej Bel Univesity Tajovského
Our better care plan - how we ll provide the health and social care you need - now and in the future
Ou btt ca pla - how w ll povid th halth ad social ca you d - ow ad i th futu 1 Ou btt ca pla puts you at th hat of vythig w do. It lays out how w will chag how halth ad social ca svics a povidd with th
Events and Constraints: A Graphical Editor for Capturing Logic Requirements of Programs
Evnts and Constaints: A Gaphical Edito fo Captuing Logic Rquimnts of Pogams Magat H. Smith Bll Laboatois Rm. 2C-407 600 Mountain Avnu Muay Hill, NJ 07974 [email protected] Gad J. Holzmann Bll Laboatois
Parallel and Distributed Programming. Performance Metrics
Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:
Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131
Sci.Int.(Lahor),26(1),131-138,214 ISSN 113-5316; CODEN: SINTE 8 131 REQUIREMENT CHANGE MANAGEMENT IN AGILE OFFSHORE DEVELOPMENT (RCMAOD) 1 Suhail Kazi, 2 Muhammad Salman Bashir, 3 Muhammad Munwar Iqbal,
TIME MANAGEMENT. 1 The Process for Effective Time Management 2 Barriers to Time Management 3 SMART Goals 4 The POWER Model e. Section 1.
Prsonal Dvlopmnt Track Sction 1 TIME MANAGEMENT Ky Points 1 Th Procss for Effctiv Tim Managmnt 2 Barrirs to Tim Managmnt 3 SMART Goals 4 Th POWER Modl In th Army, w spak of rsourcs in trms of th thr M
union scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME!
union scholars YOU CAN CHANGE THE WORLD... program AND EARN MONEY FOR COLLEGE AT THE SAME TIME! AFSCME Unitd Ngro Collg Fund Harvard Univrsity Labor and Worklif Program APPLICATION DEADLINE: FEBRUARY 28
Spring 2014 Course Guide
Sping 2014 Cous Guid St. Lawnc-Lwis BOCES Adult & Continuing Education 2 Sping 2014 www.sllbocs.og 1-888-360-7693 Clinical Mdical Assistant Pogam ADULT ION T A C U ED NT E M Y O EMPL ES I IT N U RT OPPO
Maintain Your F5 Solution with Fast, Reliable Support
F5 SERVICES TECHNICAL SUPPORT SERVICES DATASHEET Maintain Your F5 Solution with Fast, Rliabl Support In a world whr chang is th only constant, you rly on your F5 tchnology to dlivr no mattr what turns
Improving the security of EAP-EHash authentication method
Imoving th scity of EAP-EHash athntication mthod AIT HEMAD Milod 1 EL KIRAM Molay Ahmd 2 LAZREK Azzddin 3 Univsity Cadi Ayyad, Faclty of cincs EMLALIA - Datmnt of Comt cincs Bd. Pinc My Abdllah, B.P. 2390,
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
High Voltage Cables. Figure 5.1 - Layout of three, single-core cables
High oltag Cabls 5.0 High oltag Cabls High oltag Cabls a usd whn undgound tansmission is quid. Ths cabls a laid in ducts o may b buid in th gound. Unlik in ovhad lins, ai dos not fom pat of th insulation,
Lift Selection Guide
Lift Slction Guid Hlping you choos th right lifts to kp your staff and rsidnts saf Th Dirct Supply diffrnc Kp your community saf DIRECT SUPPLY MAKES EQUIPMENT SELECTION EASY BENEFITS OF SAFE LIFTING PRACTICES
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
e3 insights Stop interrupting me! Re-discovering the art of attraction through content marketing
Global Insihs Maazin Issu 10 - Edid by Bas On 2013 3 insihs Sop inupin m! R-discovin h a of aacion houh conn makin 2 3 4 6 INSIDE THIS ISSUE Wha is conn makin? And why should I b insd? Inup vs ins Ou-hink
Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects
Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End
FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data
FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among
Agilent Basics of Measuring the Dielectric Properties of Materials. Application Note
Agilnt Basics of Masuing th Dilctic Poptis of Matials Application Not Contnts Intoduction...3 Dilctic thoy...4 Dilctic Constant...4 Pmability...7 Elctomagntic popagation...8 Dilctic mchanisms...10 Ointation
Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling
Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability
off campus housing survival guide www.mcgill.ca/offcampus Student Services Services aux étudiants
off campus housing suvival guid wwwmcgillca/offcampus Studnt Svics Svics aux étudiants tabl of contnts who? what? wh? 1 Wlcom to MontEal 3 Zon Map 4 Mto Map 5 knowing what ou want Th Gat Apatmnt Sach 8
Aegis Identity Software, Inc. Experts in Identity Management 100% Focused on Education
Impact of Idntity and Acc Managmnt with Fdation on P-20 Individualizd Laning and Cloud Rouc Agi Idntity Softwa, Inc. Expt in Idntity Managmnt 100% Focud on Education Popty of Agi Idntity Softwa, Inc. Dcmb
Moving Securely Around Space: The Case of ESA
Moving Scurly Around Spac: Th Cas of ESA Prpard By: Andra Baldi, Jos Frnandz Balsiro, Marco Incollingo Tommaso Parrinllo, Cristiano Silvagni, Stfano Zatti Europan Spac Agncy [email protected] ESA Scnario
Mechanics 1: Motion in a Central Force Field
Mechanics : Motion in a Cental Foce Field We now stud the popeties of a paticle of (constant) ass oving in a paticula tpe of foce field, a cental foce field. Cental foces ae ve ipotant in phsics and engineeing.
Cisco Data Virtualization
Cisco Data Virtualization Big Data Eco-systm Discussion with Bloor Group Bob Ev, David Bsmr July 2014 Cisco Data Virtualization Backgroundr Cisco Data Virtualization is agil data intgration softwar that
Implied volatility formula of European Power Option Pricing
Impli volatility fomula of Euopan Pow Option Picing Jingwi Liu * ing hn chool of Mathmatics an ystm cincs, Bihang Univsity, LMIB of th Ministy of Eucation,, Bijing, 009, P.R hina Abstact:W iv th impli
C H A P T E R 1 Writing Reports with SAS
C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd
GOAL SETTING AND PERSONAL MISSION STATEMENT
Prsonal Dvlopmnt Track Sction 4 GOAL SETTING AND PERSONAL MISSION STATEMENT Ky Points 1 Dfining a Vision 2 Writing a Prsonal Mission Statmnt 3 Writing SMART Goals to Support a Vision and Mission If you
Logo Design/Development 1-on-1
Logo Dsign/Dvlopmnt 1-on-1 If your company is looking to mak an imprssion and grow in th marktplac, you ll nd a logo. Fortunatly, a good graphic dsignr can crat on for you. Whil th pric tags for thos famous
Defending DoD Missions in the Commercial Cloud
Dfndng DoD Mssons n th Commcal Cloud Pt Dnsmo Cybscuty Rsk Managmnt 18 Jun 2015 UNCLASSIFIED 1 Data Catgozaton IMPAC LEVELS Lvl 1: Unclassfd Infomaton Appovd fo Publc Rlas Lvl 2: Non-Contolld Unclassfd
A Secure Web Services for Location Based Services in Wireless Networks*
A Scur Wb Srvics for Location Basd Srvics in Wirlss Ntworks* Minsoo L 1, Jintak Kim 1, Shyun Park 1, Jail L 2 and Sokla L 21 1 School of Elctrical and Elctronics Enginring, Chung-Ang Univrsity, 221, HukSuk-Dong,
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
LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W
Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption
Should I Stay or Should I Go? Migration under Uncertainty: A New Approach
Should Stay o Should Go? Migation und Unctainty: A Nw Appoach by Yasmn Khwaja * ctob 000 * patmnt of Economics, School of intal and Afican Studis, Unisity of ondon, Thonhaugh Stt, Russll Squa, ondon WC
Who uses our services? We have a growing customer base. with institutions all around the globe.
not taking xpr Srvic Guid 2013 / 2014 NTE i an affordabl option for audio to txt convrion. Our rvic includ not or dirct trancription rvic from prviouly rcordd audio fil. Our rvic appal pcially to tudnt
Real-Time Evaluation of Email Campaign Performance
Singapor Managmnt Univrsity Institutional Knowldg at Singapor Managmnt Univrsity Rsarch Collction L Kong Chian School Of Businss L Kong Chian School of Businss 10-2008 Ral-Tim Evaluation of Email Campaign
Prepare for business. Prepare for success
s s c c u s f a p P c vi S ic v Ad ss sin Bu? y n a p d m a t c l d S it il m EW ICA Ppa f businss Dcisins yu tak in th aly yas f yu businss can b th mst difficult as wll as th mst imptant, paticulaly
5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power
Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim
South Korean Cultural Diplomacy and Efforts to Promote the ROK s Brand Image in the United States and Around the World
Soth Koan Cltal Diploacy and Effots to Poot th ROK s Band Iag in th Unitd Stats and Aond th Wold Rgina Ki Johns Hopkins School of Advancd Intnational Stdis Soth Koa, dspit bing th wold s fiftnth-lagst
IBM Healthcare Home Care Monitoring
IBM Halthcar Hom Car Monitoring Sptmbr 30th, 2015 by Sal P. Causi, P. Eng. IBM Halthcar Businss Dvlopmnt Excutiv [email protected] IBM Canada Cloud Computing Tigr Tam Homcar by dfinition 1. With a gnsis
Question 3: How do you find the relative extrema of a function?
ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating
Voice Biometrics: How does it work? Konstantin Simonchik
Voic Biomtrics: How dos it work? Konstantin Simonchik Lappnranta, 4 Octobr 2012 Voicprint Makup Fingrprint Facprint Lik a ingrprint or acprint, a voicprint also has availabl paramtrs that provid uniqu
PHYSICS 206a HOMEWORK #11 SOLUTIONS
PHYSICS 0a HOEWORK # SOLUTIONS. Using Nwton s law of gavitation, div th acclation du to gavity xpincd by an objct of ass at th sufac of th Eath. Show that this acclation is indpndnt of th ass of th objct.
Data warehouse on Manpower Employment for Decision Support System
Data warhous on Manpowr Employmnt for Dcision Support Systm Amro F. ALASTA, and Muftah A. Enaba Abstract Sinc th us of computrs in businss world, data collction has bcom on of th most important issus du
Using Open Source Tools to Support Collaboration Within CALIBRE.
Using On Suc Tls t Sut Cllabatin Within CALIBRE. Paul Adams, David Nutt, Sthn Rank, and Cnlia Bldyff Univsity f Lincln Lincln, UK {adams,dnutt,sank,cbldyff}@hmswll.lincln.ac.uk Abstact This a dscibs th
Recognition of Handwritten Textual Annotations using Tesseract Open Source OCR Engine for information Just In Time (ijit)
Rcognition of Handwittn Txtual Annotation uing Tact Opn Souc OCR Engin fo infomation Jut In Tim (ijit) Sandip Rakhit 1, Subhadip Bau 2, Hiahi Ikda 3 1 Tchno India Collg of Tchnology, Kolkata, India 2 Comput
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.
Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective
Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog
Rural and Remote Broadband Access: Issues and Solutions in Australia
Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity
Cornell Chronicle. Rhodes Seeks SUNY Bypass on Statutory Budgets. Cornell Film Aimed to Make Money For Africa Famine Relief
Conll Chonicl Volum 16, Numb 26 Rhods Sks SUNY Bypass on Statutoy Budgts Lgislativ Haing fo Dict Accss to Govno, Lgislatu Conll Psidnt Fank Rhods com th ndd at a stat lgislativ haing Fiday at th fou statutoy
Section 7.4: Exponential Growth and Decay
1 Sction 7.4: Exponntial Growth and Dcay Practic HW from Stwart Txtbook (not to hand in) p. 532 # 1-17 odd In th nxt two ction, w xamin how population growth can b modld uing diffrntial quation. W tart
Whole Systems Approach to CO 2 Capture, Transport and Storage
Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr
Superconducting gravimeter calibration by co-located gravity observations results from GWR C025
Supconducting gavimt calibation by co-locatd gavity obsvations sults fom GWR C25 B. us Dpatmnt of toology and Gophysics, Univsity of Vinna, Althanstass 19, A- 19 Win, Austia. Cospondnc should b addssd
Adverse Selection and Moral Hazard in a Model With 2 States of the World
Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,
UNIVERSITY OF NAIROBI SCHOOL OF COMPUTING & INFORMATICS IMPROVING APPLICATION OF KNOWLEDGE MANAGEMENT SYSTEMS IN ORGANIZATIONS:
UNIVERSITY OF NAIROBI SCHOOL OF COMPUTING & INFORMATICS IMPROVING APPLICATION OF KNOWLEDGE MANAGEMENT SYSTEMS IN ORGANIZATIONS: CASE OF NAIROBI CITY WATER AND SEWERAGE COMPANY By TABITHA MBETE NGEI P58/63441/2011
I N S T I T U T D E S T A T I S T I Q U E B I O S T A T I S T I Q U E E T S C I E N C E S A C T U A R I E L L E S (I S B A)
I S T I T U T D E S T A T I S T I Q U E B I O S T A T I S T I Q U E E T S C I E C E S A C T U A R I E L L E S (I S B A UIVERSITÉ CATHOLIQUE DE LOUVAI D I S C U S S I O P A P E R 0/5 SOLVECY REQUIREMET
Panel Discussion: Evolving DoD Security Requirements for Cloud
Unclassfd Panl Dscusson: Evolvng DoD Scuty Rqumnts fo Cloud Rog S. Gnwll Chf, Cybscuty 29 Januay 2015 Balancng Scuty and Rsk Unclassfd Govnmnt Pvat Cloud (DoD ntgatd and opatd commcal tchnology) On-pms
Gravity and the Earth Newtonian Gravity and Earth Rotation Effects
Gavity and th Eath Nwtonian Gavity and Eath Rotation Effcts Jams R. Clynch, 003 I. Nwtonian Gavity A. Nwtonian Gavitational Foc B. Nwtonian Gavitational Fild C. Nwtonian Gavitational Potntial D. Gavity
