On the Impact of Concurrency for the Enforcement of Entailment Constraints in Process-driven SOAs
|
|
- Camilla Nichols
- 5 years ago
- Views:
Transcription
1 On he Impac of Concurrency for he Enforcemen of Enailmen Consrains in Process-driven OAs Thomas Quirchmayr and Mark rembeck Insiue for Informaion ysems, New Media Lab, WU Vienna, Ausria Absrac. Enailmen consrains, such as muual exclusion or binding consrains, are an imporan means o specify and enforce business processes. However, he inheren concurrency of a disribued sysem may lead o omission. uch failures impac he enforcemen of enailmen consrains in a process-driven OA. In paricular, he impac of hese failures as well as he corresponding counermeasures depend on he archiecure of he respecive process engine. In his paper, we discuss he impac of omission failures on he enforcemen of enailmen consrains in process-driven OAs. In his conex, we especially consider if he respecive process engine acs as an orchesraion engine or as a choreography engine. 1 Inroducion A process-driven OA (see, e.g., [6]) is specifically buil o suppor he definiion, he execuion, and monioring of inra-organizaional or cross-organizaional business processes. In order o conrol and coordinae he services in a process-driven OA, we have o ensure ha he execuion of he differen services adheres o he process flow defined via he corresponding business process. In his conex, a process engine is a sofware componen ha is able o conrol he process flow in a process-driven OA. In general, wo archiecural opions for such process engines exis (see, e.g., [2, 10, 11]). An orchesraion engine acs as a cenral coordinaor ha communicaes wih differen services and conrols he process flow. If we use an orchesraion engine, he services usually have no knowledge abou heir involvemen in one or more business processes. In conras, service choreography relies on collaboraing choreography engines. Each of hese choreography engines conrols a cerain par of he business process (e.g. a cerain sub-process). Thus, in order o execue an enire business process he differen choreography engines (and hereby he services conrolled via hese choreography engines) need o be aware of heir involvemen ino a larger process (o a cerain degree). 1.1 Task-based Enailmen Consrains In a business process conex, a ask-based enailmen consrain places some resricion on he subjecs who can perform a ask x given ha a cerain subjec has performed anoher ask y (see Figure 1 and 2). Enailmen consrains are an imporan means o assis he specificaion and enforcemen of business processes. Muual exclusion and binding consrains are ypical examples of enailmen consrains (see, e.g., [4, 12, 15]).
2 1 2 Business Process User a b c d f e a b RB 1 B c d RB 3 f ervices a b c e d f DME e Execue BP flow Invoke RB 2 Fig. 1. Business Process Example in a OA Fig. 2. Exemplary Enailmen Consrains Muual exclusion consrains can be subdivided ino saic muual exclusion (ME) and dynamic muual exclusion (DME) consrains. A ME consrain defines ha wo asks (e.g. Order upplies and Approve Paymen ) mus never be assigned o he same role and mus never be performed by he same subjec (o preven fraud and abuse). A DME consrain is enforced a he insance-level by defining ha wo asks mus never be performed by he same subjec in he same process insance. In conras o muual exclusion consrains, binding consrains define ha wo bound asks mus be performed by he same eniy. In paricular, a subjec-binding (B) consrain defines ha he same individual who performed he firs ask mus also perform he bound ask(s). imilarly, a role-binding (RB) consrain defines ha bound asks mus be performed by members of he same role bu no necessarily by he same individual. Mos ofen, enailmen consrain are defined in he conex of a corresponding access conrol model. Process-relaed models define enailmen consrains and corresponding access conrol polices in a business process conex (see, e.g., [3, 13, 15]). In a process-driven OA, he respecive process engine mus ensure he consisency of process-relaed models (see, e.g., [8]). 1.2 Moivaion In a process-driven OA (see [6]), he allocaion of asks o subjecs requires ha he process engine and he services exchange corresponding messages. However, in a disribued sysem (see, e.g., [5]) omission failures may occur ha impede he message exchange and hereby he enforcemen of he enailmen consrains. An omission failure occurs, if eiher a message is los (e.g. due o a nework failure) or if a machine crashes. In his conex, orchesraion engines and choreography engines apply differen sraegies o deal wih such failures and o ensure he correc enforcemen of enailmen consrains. 2 Archiecural Opions for Enforcing Enailmen Consrains Figure 3 shows hree basic opions o enforce access conrol policies and enailmen consrains in a process-driven OA. Figure 3(a) shows he mos simple opion where he process engine and all services (in Figure 3 (Web) services are indicaed by circles
3 invoke Domain clien reques Clien PDP use Process Engine Reposiory (a) Local Process Engine clien reques invoke Domain x PDP ub a b PDP clien reques use invoke PDP ub Orchesraion Engine Domain y Reposiory (b) Orchesraion Engine c d invoke a b Domain x clien reques PDP Choreography Engine x use Reposiory invoke c d Domain y clien reques PDP Choreography Engine y use Reposiory (c) Choreography Engines e invoke Domain z clien reques PDP Choreography Engine z use Reposiory iner-domain communicaion inra-domain communicaion Fig. 3. Three archiecural opions o enforce access conrol policies and consrains in a OA including a capial ) ha are conrolled via his process engine are locaed a he same physical machine. This configuraion has he advanage ha he messages ha need o be exchanged beween he process engine and he services do no have o ravel over a nework. Furhermore, because all messages are exchanged on a single machine i is sraighforward o mainain a local hisory log of all ask allocaions and access conrol decisions. However, in an acual OA such a localized archiecure is mos ofen no a viable opion (see, e.g., [6, 7]). Thus, Figures 3(b) and 3(c) skech he archiecures resuling from he use of an orchesraion engine or ineracing choreography engines respecively. Boh opions demand he exchange of messages over a nework (in Figure 3 messages sen over a nework are indicaed by dashed lines). 3 Mainaining Task-allocaion Hisories in Process-driven OAs Figure 4(a) shows ha he allocaion of ai requires an allocaion-reques sen from he orchesraion engine (OE) o Domain x (D x ) which hoss he corresponding service a. In a choreography engines archiecure he asks are allocaed locally (see Figure 4(b)). Addiionally, o allocae asks in process-driven OAs o corresponding enailmen consrains, each process engine a leas needs o know cerain pars of he process hisory. Figure 5 shows differen communicaion schemes of eniies paricipaing in he disribued example business process from Figure 1. I illusraes he process flow and he message exchange ha is necessary o allocae ask insances a runime. An orchesraion engine conrols he enire business process and hus can allocae he ask insances
4 Domain x Domain y Domain z Domain x Domain y Domain z OrchesraionmEngine +maccessmconrol User a b c d e 1 2 f Reposiory PDP x Choreography Engines User a b 1 2 c d f e ervices x PDPmub x x PDPmub x a b c d e x (a) Disribued Business Process Example wih an Orchesraion Engine f PDPmub x l+laccess Conrol ervices x PDP x Reposiory x a b c d e PDP x Reposiory x (b) Disribued Business Process Example wih Choreography Engines f PDP x Reposiory Fig. 4. Business Process Examples in a OA based on differen Process Engines in accordance wih he corresponding enailmen consrains based on a cenral process hisory (see Figure 5(a)). 1. Mainaining hisory informaion in a choreography engines archiecure, on he oher hand, is more complex as here does no exis a single hisory a a cenral locaion (see Figures 5(b) o 5(f)). Differen approaches can be applied o obain hese informaion. Firs, i is possible o reques he allocaion informaion (which subjec, execuing a specific role, is allocaed o a specific ask insance) from he corresponding process engine before a ask insance is o be allocaed (Hisory Pull). The second possibiliy is o send allocaion informaion of ask insances o cerain process engines ex ane (Hisory Push). Boh approaches may operae a he ask level (ask-based), he process-engine level (), or on a global level (cumulaive). A Cumulaive Hisory Push (CU-P) communicaion scheme operaes on a global level (i.e. i involves all choreography engines in a process-driven OA) and exends he hisory wih each access decision and ask allocaion. In a Task-based Hisory Push (TB-P) communicaion scheme a choreography engine noifies he oher engines as soon as a ask is allocaed o an execuingsubjec. In an Engine-based Hisory Push (EB-P) communicaion scheme he hisory push akes place when he process flow is passed from one choreography engine o anoher. In a Task-based Hisory Pull (TB-PL) communicaion scheme a choreography engine performs and on demand requess (pull) for he execuion hisory of a paricular ask.in a Engine-based Hisory Pull (TB-PL) communicaion scheme a choreography engine requess he enire execuion hisory from anoher choreography engine (i.e. he hisory of all corresponding ask insances). 1 The square brackes in Figure 5(a) o 5(f) encompassing he ask insances ci, di and ei indicae, ha exacly one of hem has o be allocaed (see also Figures 1, 2 and 4).
5 h g h' g h'' g h''' g h g h' g OE D x D y alloc ai ai alloc bi bi alloc c/d/ei alloc fi ci di ei ai bi h' g h'' g ci di ei h'' g h'' g h'' g D z (a) Orchesraion Engine fi CE z (b) Choreography Engines - CU-P fi h ai h bi h CEx ai bi ai bi h ai h bi h ci ci di ei ci di ei h ci h di h ei CE z (c) Choreography Engines - TB-P fi CE z (d) Choreography Engines - EB-P fi h ai h bi h CEx ai bi ai bi h ai h ci h bi h ai h bi h'cex ci di ei ci di ei h ci CE z (e) Choreography Engine - TB-PL fi CE z (f) Choreography Engines - EB-PL Hisory Message BP Flow Task Allocaion OE... Orchesraion Engine CE... Choreography Engine D... Domain h... Hisory fi Fig. 5. Hisory Managemen in Process-driven OAs relaed o Figures 1, 2, and 4 4 Omission Failures 4.1 Los Reques or Los Reply Messages Depending on he process hisory scheme (see ecion 3) a los message may have differen consequences on ask allocaion procedures (see Figures 6 o 8). Figure 6 shows los messages in conex of an orchesraion engine archiecure. The reques from he orchesraion engine o allocae a specific ask o a subjec or he of he service domain D x may ge los. However, wihou confirming a ask allocaion he enire business process flow canno be coninued, because he allocaion of subsequen asks may depend on he respecive process hisory (see ecion 3).
6 In a choreography engines archiecure he main problem is he exchange of he process hisory beween he choreography engines. If a choreography engine canno access he process hisory, i canno allocae asks ha mus adhere o enailmen consrains. Figures 7(a) and 7(b) skech he loss of a ask-based respecively hisory push (indicaed as h bi and h respecively). Figure 7(c) shows he loss of a cumulaive hisory push sopping he enire business process (see ecions 1.1 and 3). OE alloc ai D x (a) Los Reques OE alloc ai ok D x ai (b) Los Response Fig. 6. Orchesraion Engine Message Loss h ai h bi h CEx h g h' g ai bi ai bi ai bi h ai h bi h' g ci (a) Los Noificaion ask-based ci (b) Los Noificaion ci (c) Los Noificaion cumulaive Fig. 7. Choreography Engines Message Loss (Hisory Push) h bi h bi bi bi bi bi h bi req ci (a) Los Reques req ci (b) Los Response req h bi ci (c) Los Reques ask-based req h bi ci (d) Los Response ask-based Hisory Message BP Flow Task Allocaion OE... Orchesraion Engine CE... Choreography Engine D... Domain h... Hisory Fig. 8. Choreography Engines Message Loss (Hisory Pull) Figure 8 shows los allocaion hisory reques and messages based on askbased and hisory pull. If a hisory reques (see Fig. 8(a)) or he respecive (see Figure 8(b)) is los, he enire business process may sop which means ha all asks ha have a binding or a muual exclusion consrain o preceding asks, canno be allocaed.
7 4.2 ender and Receiver Crash Figures 9(a) and 9(b) show he crash of a receiver in an orchesraion engine archiecure. In paricular, he crash occurs while rying o allocae a subjec o ask insance ai. In boh cases he allocaion fails and he business process canno be coninued (cf. ecions 1.1 and 3). Figures 10 and 11 depic crashes in a choreography engines archiecure based on hisory push. Figures 10(b), 11(b) and 11(d) show ha a sender crash may no impac he allocaion of subsequen asks (as long as anoher choreography engine conrols he curren business process flow) if he corresponding process hisory was previously delivered from o. A receiver crash may lead o difficulies (see Figures 10(a), 11(a) and 11(c). In paricular, if he receiver (in he example: ) is no able o recover (see, e.g., [5]) before he process flow is passed from o, he process execuion is sopped. On he oher hand, if he receiver recovers in ime, i is possible o allocae ei if we use a cumulaive or hisory push h g h g ' h g h g ' OE ai bi OE ai bi ai bi ai bi alloc ai alloc ai ok h g ' h g ' D x (a) Receiver Crash D x (b) Receiver Crash recovery ei (a) Receiver Crash ci (b) ender Crash Fig. 9. Orchesraion Engine Fig. 10. Choreography Engines - Cumulaive h ai h bi h bi h CEx ai bi bi ai bi bi h ai h bi h bi recovery (a) Receiver Crash ask-based ei ci recovery (b) ender Crash (c) Receiver Crash ask-based ei ci (d) ender Crash Fig. 11. Choreography Engines - Hisory Push h bi h bi bi bi bi bi req h bi ci (a) Receiver Crash ask-based req h bi ci (b) Receiver Crash ask-based req (c) ender Crash ci req ci (d) Receiver Crash Hisory Message BP Flow Task Allocaion OE... Orchesraion Engine CE... Choreography Engine D... Domain h... Hisory Fig. 12. Choreography Engines - Hisory Pull
8 scheme (see ecion 3). In case of a ask-based hisory push Figure 11(a) shows ha h ai could no be delivered and hus ei may no be allocaed. A crash in a choreography engines archiecure ha uses hisory pull scheme may also lead o ask allocaion problems. For example, in Figure 12(a) a crash of may inerrup he process flow because canno allocae ci wihou firs receiving he process hisory from. In a similar way, he process flow is inerruped if crashes afer has sen he process hisory (see Figures 12(b) and 12(d)). However, in he example from Figure 12(c) may crash afer i sen he process hisory o in such as scenario, he process flow will no be inerruped. As i is basically neiher possible for he receiver nor for he sender o clearly disinguish a crash from los messages i may be advanageous o esablish a so called hearbea scheme (see, e.g., [5]). 5 Discussion A Task-Based Hisory Push communicaion scheme requires one message (hisory) respecively wo messages (hisory and confirmaion) for each consraining ask a leas. Moreover, he payload of each message includes a single-ask allocaion record only. Because process conrol is disribued and he allocaion hisories are sen in advance for each consraining ask, he impac of omission failures is small. Moreover, we require an ordering mechanism o ensure he correc submission of mulicas messages (see, e.g., [9]). A choreography engine mulicass is enire allocaion hisory (muliple ask allocaion records) o all choreography engines ha conrol consrained asks. In his scheme, fewer messages are sen (one hisory and possibly a confirmaion message) bu he payload increases (ask allocaion hisory of an enire choreography engine). Also he impac of omission failures increases as he delivery of a hisory may be more ime-criical. Moreover, we require an ordering mechanism o ensure he correc submission of mulicas messages. A Cumulaive Hisory Push scheme requires he smalles number of messages o be sen. The hisory message conains all previous ask allocaion records of he respecive process. Because as single hisory is passed beween he choreography engines, is delivery is sill more ime-criical. However, as mulicasing is no necessary, we do no need o implemen an ordering mechanism. In he Task-Based Hisory Pull scheme, he respecive choreography engine has o reques he allocaion hisory of he consraining ask(s) before allocaing a consrained ask. imilar o ask-based hisory push he message size is small (a reques respecively a consising of a single ask-allocaion record). As he allocaion of a consrained ask heavily depends on he communicaion beween choreography engines, an omission failure may have significan effecs. However, as mulicasing is no necessary here is no need o implemen an ordering mechanism. In a Engine-Based Hisory Pull scheme, each choreography engine requess allocaion hisories when allocaing is firs consrained ask. imilar o hisory push, he number of messages decreases bu heir size increases compared o ask-based hisory exchange. Omission failures may delay ask allocaion for he allocaion of he firs consrained ask. However, as mulicasing is no necessary here is no need o implemen an ordering mechanism. In an Orchesraion Engine he enire business process hisory is
9 mainained locally bu i has o communicae wih he differen remoe services. As here is no need o exchange a hisory, he messages are allocaion requess of small size (a single reques and a respecive confirmaion for each ask o be allocaed). An orchesraion engine archiecure is mos impaced by omission failures. In case he orchesraion engine suffers a crash, he execuion of he enire business process freezes. Each crashed domain, hosing a ask o be allocaed nex, also sops a leas a par of he business process from working. However, as mulicasing is no necessary here is no need o implemen an ordering mechanism. In addiion, he following hree inerrelaed deerminans have o be considered in order o choose a proper process engine archiecure: he number of consrained asks per business process (degree of consrain; DOC), he number of paricipans in he business process (degree of disribuion; DOD) and he number of business process conrol ransiions beween differen paricipans in a business process insance (degree of neworking; DON). According o hese characerisics and he corresponding performance caegories, we can choose he approach ha bes fis a paricular OA. For example, a business process wih a high DOC, a high DOD, and a high DON may bes be handled wih a choreography engines archiecure using an hisory push approach wih confirmaion. On he oher hand, if our focus is on minimized size of messages and minimal coss for implemening an ordering mechanism, an orchesraion engine archiecure may be a beer choice. 6 Relaed Work everal approaches address he enforcemen of enailmen consrains during ask allocaion. In [14], Tan e al. presen an approach for consrain specificaion wihin a workflow auhorizaion schema. Furhermore hey define a se of consisency rules for consrains o preven inconsisencies and ambiguiies beween consrains. Xu e al. [16] consider concurrency in access conrol decisions hrough he developmen of XACML- A, a language o resolve he concurrency problem. However, hey focus on he adminisraion of session-aware models and do no discuss he problems of enforcing enailmen consrains in a disribued environmen. In paricular, hey assume fail-save paricipans and processes, reliable communicaion, as well as a cenralized workflow coordinaor. Ayed e al. [1] discuss he deploymen of workflow securiy policies for iner-organizaional workflow. However, he approach also assumes fail-save hard- and sofware. Our work is complemenary as i discusses he enforcemen of enailmen consrains in disribued sysems a runime considering omission failures. In paricular, we consider omission failures ha may occur in a process-driven OA. 7 Conclusion In his paper, we discussed he impac of omission failures on he enforcemen of enailmen consrains in process-driven OAs. Because he enforcemen of enailmen consrains relies on he availabiliy of a process hisory, we observe differen hisory schemes and examine he impac of failures on archiecures ha use an orchesraion engine or choreography engines respecively. This paper was inspired by our work on he specificaion and enforcemen of enailmen consrains in business processes (see,
10 e.g., [8, 12, 13]) and he implemenaion of a corresponding runime engine 2. In recen years, we see an increasing ineres in process-aware informaion sysems in boh research and pracice. In his conex, an increasing number of exising and fuure sysems will have o be exended wih respecive consisency checks. The discussion from his paper can help o address he challenges ha resul from he deploymen of a process engine in a disribued sysem. References 1.. Ayed, N. Cuppens-Boulahia, and F. Cuppens. Deploying securiy policy in inra and iner workflow managemen sysems evenh Inernaional Conference on Availabiliy, Reliabiliy and ecuriy, 0:58 65, A. Barker, C. D. Walon, and D. Roberson. Choreographing web services. IEEE Transacions on ervices Compuing, 2(2): , E. Berino, E. Ferrari, and V. Aluri. The specificaion and enforcemen of auhorizaion consrains in workflow managemen sysems. ACM Transacions on Informaion and ysem ecuriy, 2(1):65 104, Feb F. Casai,. Casano, and M. Fugini. Managing workflow auhorizaion consrains hrough acive daabase echnology. Informaion ysems Froniers, 3(3): , ep G. Coulouris, J. Dollimore, T. Kindberg, and G. Blair. Disribued ysems: Conceps and Design (5h Ediion). Addison Wesley, May C. Henrich and U. Zdun. Process-Driven OA: Paerns for Aligning Business and IT. CRC Press, Taylor and Francis, M. N. Huhns and M. P. ingh. ervice-oriened compuing: Key conceps and principles. IEEE Inerne Compuing, 9(1):75 81, Jan W. Hummer, P. Gaubaz, M. rembeck, U. Zdun, and. Dusdar. An inegraed approach for ideniy and access managemen in a OA conex. In Proceedings of he 16h ACM ymposium on Access Conrol Models and Technologies, ACMAT 11, UA, L. Lampor. Time, clocks, and he ordering of evens in a disribued sysem. Communicaion of ACM, 21(7): , July N. Milanovic and M. Malek. Curren soluions for web service composiion. IEEE Inerne Compuing, 8(6):51 59, Nov C. Pelz. Web services orchesraion and choreography. IEEE Compuer, 36(10), M. rembeck and J. Mendling. Generic algorihms for consisency checking of muualexclusion and binding consrains in a business process conex. In Proceedings of he 18h Inernaional Conference on Cooperaive Informaion ysems (CoopI), volume 6426 of Lecure Noes in Compuer cience (LNC), pages , M. rembeck and J. Mendling. Modeling process-relaed models wih exended UML aciviy models. Informaion & ofware Technology, 53(5): , K. Tan, J. Crampon, and C. A. Guner. The consisency of ask-based auhorizaion consrains in workflow sysems. In Proceedings of he 17h IEEE Workshop on Compuer ecuriy Foundaions, CFW 04, pages , UA, J. Wainer, P. Barhelmess, and A. Kumar. W- - a workflow securiy model incorporaing conrolled overriding of consrains. Inernaional Journal of Cooperaive Informaion ysems, 12:2003, M. Xu, D. Wijesekera, X. Zhang, and D. Cooray. Towards session-aware adminisraion and enforcemen wih XACML. In Proceedings of he 10h IEEE Inernaional Conference on Policies for Disribued ysems and Neworks, POLICY 09, UA, available from: hp://wi.wu.ac.a/home/mark/businessaciviies/library.hml
Simple Network Management Based on PHP and SNMP
Simple Nework Managemen Based on PHP and SNMP Krasimir Trichkov, Elisavea Trichkova bsrac: This paper aims o presen simple mehod for nework managemen based on SNMP - managemen of Cisco rouer. The paper
More informationPART 1 REFERENCE INFORMATION CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONITOR
. ~ PART 1 c 0 \,).,,.,, REFERENCE NFORMATON CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONTOR n CONTROL DATA 6400 Compuer Sysems, sysem funcions are normally handled by he Monior locaed in a Peripheral
More informationThe Impact of Product Development on the Lifecycle of Defects
The Impac of Produc Developmen on he Lifecycle of Rudolf Ramler Sofware Compeence Cener Hagenberg Sofware Park 21 A-4232 Hagenberg, Ausria +43 7236 3343 872 rudolf.ramler@scch.a ABSTRACT This paper invesigaes
More informationService Oriented Solution Modeling and Variation Propagation Analysis based on Architectural Building Blocks
Carnegie Mellon Universiy From he SelecedWorks of Jia Zhang Ocober, 203 Service Oriened Soluion Modeling and Variaion Propagaion Analysis based on Archiecural uilding locks Liang-Jie Zhang Jia Zhang Available
More informationA time-space consistency solution for hardware-in-the-loop simulation system
Inernaional Conference on Advanced Elecronic Science and Technology (AEST 206) A ime-space consisency soluion for hardware-in-he-loop simulaion sysem Zexin Jiang a Elecric Power Research Insiue of Guangdong
More informationTest - Accredited Configuration Engineer (ACE) Exam - PAN-OS 6.0 Version
Tes - Accredied Configuraion Engineer (ACE) Exam - PAN-OS 6.0 Version ACE Exam Quesion 1 of 50. Which of he following saemens is NOT abou Palo Alo Neworks firewalls? Sysem defauls may be resored by performing
More informationImplementing Ray Casting in Tetrahedral Meshes with Programmable Graphics Hardware (Technical Report)
Implemening Ray Casing in Terahedral Meshes wih Programmable Graphics Hardware (Technical Repor) Marin Kraus, Thomas Erl March 28, 2002 1 Inroducion Alhough cell-projecion, e.g., [3, 2], and resampling,
More informationCOSC 3213: Computer Networks I Chapter 6 Handout # 7
COSC 3213: Compuer Neworks I Chaper 6 Handou # 7 Insrucor: Dr. Marvin Mandelbaum Deparmen of Compuer Science York Universiy F05 Secion A Medium Access Conrol (MAC) Topics: 1. Muliple Access Communicaions:
More informationOutline. EECS Components and Design Techniques for Digital Systems. Lec 06 Using FSMs Review: Typical Controller: state
Ouline EECS 5 - Componens and Design Techniques for Digial Sysems Lec 6 Using FSMs 9-3-7 Review FSMs Mapping o FPGAs Typical uses of FSMs Synchronous Seq. Circuis safe composiion Timing FSMs in verilog
More informationScheduling. Scheduling. EDA421/DIT171 - Parallel and Distributed Real-Time Systems, Chalmers/GU, 2011/2012 Lecture #4 Updated March 16, 2012
EDA421/DIT171 - Parallel and Disribued Real-Time Sysems, Chalmers/GU, 2011/2012 Lecure #4 Updaed March 16, 2012 Aemps o mee applicaion consrains should be done in a proacive way hrough scheduling. Schedule
More informationAchieving Security Assurance with Assertion-based Application Construction
Achieving Securiy Assurance wih Asserion-based Applicaion Consrucion Carlos E. Rubio-Medrano and Gail-Joon Ahn Ira A. Fulon Schools of Engineering Arizona Sae Universiy Tempe, Arizona, USA, 85282 {crubiome,
More informationPo,,ll. I Appll I APP2 I I App3 I. Illll Illlllll II Illlll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illlll Illl Illl Illl
Illll Illlllll II Illlll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illlll Illl Illl Illl US 20110153728A1 (19) nied Saes (12) Paen Applicaion Publicaion (10) Pub. No.: S 2011/0153728
More informationLecture 18: Mix net Voting Systems
6.897: Advanced Topics in Crypography Apr 9, 2004 Lecure 18: Mix ne Voing Sysems Scribed by: Yael Tauman Kalai 1 Inroducion In he previous lecure, we defined he noion of an elecronic voing sysem, and specified
More informationWeb System for the Remote Control and Execution of an IEC Application
Web Sysem for he Remoe Conrol and Execuion of an IEC 61499 Applicaion Oana ROHAT, Dan POPESCU Faculy of Auomaion and Compuer Science, Poliehnica Universiy, Splaiul Independenței 313, Bucureși, 060042,
More informationAccelerating Call Route Query of Multi-domain SIP System via P2P GONG Jing, SHEN Qing-guo, SHEN Huan-sheng
3rd Inernaional Conference on Mecharonics and Informaion Technology (ICMIT 2016) Acceleraing Call Roue Query of Muli-domain IP ysem via P2P GONG Jing, HEN Qing-guo, HEN Huan-sheng College of Communicaions
More information4 Error Control. 4.1 Issues with Reliable Protocols
4 Error Conrol Jus abou all communicaion sysems aemp o ensure ha he daa ges o he oher end of he link wihou errors. Since i s impossible o build an error-free physical layer (alhough some shor links can
More informationImproving the Efficiency of Dynamic Service Provisioning in Transport Networks with Scheduled Services
Improving he Efficiency of Dynamic Service Provisioning in Transpor Neworks wih Scheduled Services Ralf Hülsermann, Monika Jäger and Andreas Gladisch Technologiezenrum, T-Sysems, Goslarer Ufer 35, D-1585
More informationMOBILE COMPUTING 3/18/18. Wi-Fi IEEE. CSE 40814/60814 Spring 2018
MOBILE COMPUTING CSE 40814/60814 Spring 2018 Wi-Fi Wi-Fi: name is NOT an abbreviaion play on Hi-Fi (high fideliy) Wireless Local Area Nework (WLAN) echnology WLAN and Wi-Fi ofen used synonymous Typically
More informationMOBILE COMPUTING. Wi-Fi 9/20/15. CSE 40814/60814 Fall Wi-Fi:
MOBILE COMPUTING CSE 40814/60814 Fall 2015 Wi-Fi Wi-Fi: name is NOT an abbreviaion play on Hi-Fi (high fideliy) Wireless Local Area Nework (WLAN) echnology WLAN and Wi-Fi ofen used synonymous Typically
More informationI. INTRODUCTION. Keywords -- Web Server, Perceived User Latency, HTTP, Local Measuring. interchangeably.
Evaluaing Web User Perceived Laency Using Server Side Measuremens Marik Marshak 1 and Hanoch Levy School of Compuer Science Tel Aviv Universiy, Tel-Aviv, Israel mmarshak@emc.com, hanoch@pos.au.ac.il 1
More information4. Minimax and planning problems
CS/ECE/ISyE 524 Inroducion o Opimizaion Spring 2017 18 4. Minima and planning problems ˆ Opimizing piecewise linear funcions ˆ Minima problems ˆ Eample: Chebyshev cener ˆ Muli-period planning problems
More information(10) Patent No.: US 6,931,558 Bl (57) ABSTRACT ~ :!j 304 ; OS. BMR. & TSM files needed at restore time. Boot ~II backed-up ~ 106
111111 1111111111111111111111111111111111111111111111111111111111111 US006931558Bl (12) Unied Saes Paen Jeffe e ai. (10) Paen No.: US 6,931,558 Bl (45) Dae of Paen: Aug. 16,2005 (54) COMPUTER RESTORATION
More informationAccenture Report Documentum 4i on NetApp filers Deployment Guide
Accenure Repor Documenum 4i on NeApp filers Deploymen Guide Documen Purpose This projec was conduced by Accenure o research & develop a Nework Appliance filer and Documenum 4i Deploymen Guide. This documen
More informationDesign and Application of Computer-aided English Online Examination System NONG DeChang 1, a
3rd Inernaional Conference on Maerials Engineering, Manufacuring Technology and Conrol (ICMEMTC 2016) Design and Applicaion of Compuer-aided English Online Examinaion Sysem NONG DeChang 1, a 1,2 Guangxi
More informationSam knows that his MP3 player has 40% of its battery life left and that the battery charges by an additional 12 percentage points every 15 minutes.
8.F Baery Charging Task Sam wans o ake his MP3 player and his video game player on a car rip. An hour before hey plan o leave, he realized ha he forgo o charge he baeries las nigh. A ha poin, he plugged
More informationAn Implementation of the PCP, SRP, D-PCP, M-PCP, and FMLP Real-Time Synchronization Protocols in LITMUS RT
An Implemenaion of he PCP, SRP, D-PCP, M-PCP, and FMLP Real-Time Synchronizaion Proocols in LITMUS RT Björn B. Brandenburg and James H. Anderson The Universiy of Norh Carolina a Chapel Hill Absrac We exend
More informationPacket Scheduling in a Low-Latency Optical Interconnect with Electronic Buffers
Packe cheduling in a Low-Laency Opical Inerconnec wih Elecronic Buffers Lin Liu Zhenghao Zhang Yuanyuan Yang Dep Elecrical & Compuer Engineering Compuer cience Deparmen Dep Elecrical & Compuer Engineering
More informationSelective Offloading in Mobile Edge Computing for the Green Internet of Things
EDGE COMPUTING FOR THE INTERNET OF THINGS Selecive Offloading in Mobile Edge Compuing for he Green Inerne of Things Xinchen Lyu, Hui Tian, Li Jiang, Alexey Vinel, Sabia Maharjan, Sein Gjessing, and Yan
More informationPerformance and Availability Assessment for the Configuration of Distributed Workflow Management Systems
Absrac Performance and Availabiliy Assessmen for he Configuraion of Disribued Workflow Managemen Sysems Michael Gillmann 1, Jeanine Weissenfels 1, Gerhard Weikum 1, Achim Kraiss 2 1 Universiy of he Saarland,
More informationUser Adjustable Process Scheduling Mechanism for a Multiprocessor Embedded System
Proceedings of he 6h WSEAS Inernaional Conference on Applied Compuer Science, Tenerife, Canary Islands, Spain, December 16-18, 2006 346 User Adjusable Process Scheduling Mechanism for a Muliprocessor Embedded
More informationCommunication Networks
Communicaion Neworks Chaper 10 Wireless Local Area Neworks According o IEEE 802.11 Communicaion Neworks: 10. IEEE 802.11 651 10. WLANs According o IEEE 802.11 Overview Organizaion of a WLAN according o
More informationPage 1. Key Points from Last Lecture Frame format. EEC173B/ECS152C, Winter Wireless LANs
EEC173/ECS152C, Winer 2006 Key Poins from Las Lecure Wireless LANs 802.11 Frame forma 802.11 MAC managemen Synchronizaion, Handoffs, Power MAC mehods: DCF & PCF CSMA/CA wih posiive ACK Exponenial backoff
More informationChapter 3 MEDIA ACCESS CONTROL
Chaper 3 MEDIA ACCESS CONTROL Overview Moivaion SDMA, FDMA, TDMA Aloha Adapive Aloha Backoff proocols Reservaion schemes Polling Disribued Compuing Group Mobile Compuing Summer 2003 Disribued Compuing
More informationAN ACCESS CONTROL MODEL OF VIRTUAL MACHINE SECURITY
AN ACCESS CONTROL MODEL OF VIRTUAL MACHINE SECURITY QIN Zhong-yuan 1,3, CHEN Qi 2, LV You 2, QIANG Yong 2, GUO Ai-wen 2, SHEN Ri-sheng 1,3, Zhang Qunfang 4 1 Informaion Science and Engineering School,
More informationChapter 8 LOCATION SERVICES
Disribued Compuing Group Chaper 8 LOCATION SERVICES Mobile Compuing Winer 2005 / 2006 Overview Mobile IP Moivaion Daa ransfer Encapsulaion Locaion Services & Rouing Classificaion of locaion services Home
More informationDistributed Task Negotiation in Modular Robots
Disribued Task Negoiaion in Modular Robos Behnam Salemi, eer Will, and Wei-Min Shen USC Informaion Sciences Insiue and Compuer Science Deparmen Marina del Rey, USA, {salemi, will, shen}@isi.edu Inroducion
More informationAn Efficient Delivery Scheme for Coded Caching
201 27h Inernaional Teleraffic Congress An Efficien Delivery Scheme for Coded Caching Abinesh Ramakrishnan, Cedric Wesphal and Ahina Markopoulou Deparmen of Elecrical Engineering and Compuer Science, Universiy
More informationAn Experimental QoS Manager Implementation
An Experimenal QoS Manager Implemenaion Drago Žagar, Goran Marinović, Slavko Rupčić Faculy of Elecrical Engineering Universiy of Osijek Kneza Trpimira 2B, Osijek Croaia drago.zagar@efos.hr Absrac-- Qualiy
More informationVideo Content Description Using Fuzzy Spatio-Temporal Relations
Proceedings of he 4s Hawaii Inernaional Conference on Sysem Sciences - 008 Video Conen Descripion Using Fuzzy Spaio-Temporal Relaions rchana M. Rajurkar *, R.C. Joshi and Sananu Chaudhary 3 Dep of Compuer
More informationVoltair Version 2.5 Release Notes (January, 2018)
Volair Version 2.5 Release Noes (January, 2018) Inroducion 25-Seven s new Firmware Updae 2.5 for he Volair processor is par of our coninuing effors o improve Volair wih new feaures and capabiliies. For
More informationIDEF3 Process Description Capture Method
IDEF3 Process Descripion Capure Mehod IDEF3 is par of he IDEF family of mehods developmen funded by he US Air Force o provide modelling suppor for sysems engineering and enerprise inegraion 2 IDEF3 Mehod
More informationFIELD PROGRAMMABLE GATE ARRAY (FPGA) AS A NEW APPROACH TO IMPLEMENT THE CHAOTIC GENERATORS
FIELD PROGRAMMABLE GATE ARRAY (FPGA) AS A NEW APPROACH TO IMPLEMENT THE CHAOTIC GENERATORS Mohammed A. Aseeri and M. I. Sobhy Deparmen of Elecronics, The Universiy of Ken a Canerbury Canerbury, Ken, CT2
More informationConcurrency Control and Recovery in Transactional Process Management
In: Proceedings of he ACM Symposium on Principles of Daabase Sysems (PODS 99), pages 316-326, Philadelphia, Pennsylvania, USA, May/June, 1999. Concurrency Conrol and Recovery in Transacional Process Managemen
More informationManaging XML Versions and Replicas in a P2P Context
Managing XML Versions and Replicas in a P2P Conex Deise de Brum Saccol1 1,2, Nina Edelweiss 2, Renaa de Maos Galane 2,4, Carlo Zaniolo 3 2 Insiuo de Informáica - Universidade Federal do Rio Grande do Sul
More informationIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. XX, NO. XX, XX XXXX 1
This is he auhor's version of an aricle ha has been published in his journal. Changes were made o his version by he publisher prior o publicaion. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. XX,
More informationRule-Based Multi-Query Optimization
Rule-Based Muli-Query Opimizaion Mingsheng Hong Dep. of Compuer cience Cornell Universiy mshong@cs.cornell.edu Johannes Gehrke Dep. of Compuer cience Cornell Universiy johannes@cs.cornell.edu Mirek Riedewald
More informationQuick Verification of Concurrent Programs by Iteratively Relaxed Scheduling
Quick Verificaion of Concurren Programs by Ieraively Relaxed Scheduling Parick Mezler, Habib Saissi, Péer Bokor, Neeraj Suri Technische Univerisä Darmsad, Germany {mezler, saissi, pbokor, suri}@deeds.informaik.u-darmsad.de
More informationMIC2569. Features. General Description. Applications. Typical Application. CableCARD Power Switch
CableCARD Power Swich General Descripion is designed o supply power o OpenCable sysems and CableCARD hoss. These CableCARDs are also known as Poin of Disribuion (POD) cards. suppors boh Single and Muliple
More informationNonparametric CUSUM Charts for Process Variability
Journal of Academia and Indusrial Research (JAIR) Volume 3, Issue June 4 53 REEARCH ARTICLE IN: 78-53 Nonparameric CUUM Chars for Process Variabiliy D.M. Zombade and V.B. Ghue * Dep. of aisics, Walchand
More informationFLORIDA INTERNATIONAL UNIVERSITY. Miami, Florida DIMUSE: AN INTEGRATED FRAMEWORK FOR DISTRIBUTED MULTIMEDIA
FLORIDA INTERNATIONAL UNIVERSITY Miami, Florida DIMUSE: AN INTEGRATED FRAMEWORK FOR DISTRIBUTED MULTIMEDIA SYSTEM WITH DATABASE MANAGEMENT AND SECURITY SUPPORT A disseraion submied in parial fulfillmen
More informationSEINA: A Stealthy and Effective Internal Attack in Hadoop Systems
SEINA: A Sealhy and Effecive Inernal Aack in Hadoop Sysems Jiayin Wang, Teng Wang, Zhengyu Yang, Ying ao, Ningfang i, and Bo Sheng Deparmen of Compuer Science, Universiy of assachuses Boson, 1 orrissey
More informationResearch Article An Adaptive and Integrated Low-Power Framework for Multicore Mobile Computing
Hindawi Mobile Informaion Sysems Volume 2017, Aricle ID 9642958, 11 pages hps://doi.org/10.1155/2017/9642958 Research Aricle An Adapive and Inegraed Low-Power Framework for Mulicore Mobile Compuing Jongmoo
More informationUsing CANopen Slave Driver
CAN Bus User Manual Using CANopen Slave Driver V1. Table of Conens 1. SDO Communicaion... 1 2. PDO Communicaion... 1 3. TPDO Reading and RPDO Wriing... 2 4. RPDO Reading... 3 5. CANopen Communicaion Parameer
More informationA Scheme to Reduce Packet Loss during PMIPv6 Handover considering Authentication
Inernaional Conference on Compuaional Sciences and Is Applicaions ICCSA 2008 A Scheme o Reduce Loss during P Handover considering Auhenicaion Seonggeun Ryu, Gye-Young Kim, Byunggi Kim, and Youngsong Mun
More informationNetwork management and QoS provisioning - QoS in Frame Relay. . packet switching with virtual circuit service (virtual circuits are bidirectional);
QoS in Frame Relay Frame relay characerisics are:. packe swiching wih virual circui service (virual circuis are bidirecional);. labels are called DLCI (Daa Link Connecion Idenifier);. for connecion is
More informationAnalysis of Various Types of Bugs in the Object Oriented Java Script Language Coding
Indian Journal of Science and Technology, Vol 8(21), DOI: 10.17485/ijs/2015/v8i21/69958, Sepember 2015 ISSN (Prin) : 0974-6846 ISSN (Online) : 0974-5645 Analysis of Various Types of Bugs in he Objec Oriened
More informationNetwork Slicing for Ultra-Reliable Low Latency Communication in Industry 4.0 Scenarios
1 Nework Slicing for Ulra-Reliable Low Laency Communicaion in Indusry 4.0 Scenarios Anders Ellersgaard Kalør, René Guillaume, Jimmy Jessen Nielsen, Andreas Mueller, and Pear Popovski arxiv:1708.09132v1
More informationLow-Cost WLAN based. Dr. Christian Hoene. Computer Science Department, University of Tübingen, Germany
Low-Cos WLAN based Time-of-fligh fligh Trilaeraion Precision Indoor Personnel Locaion and Tracking for Emergency Responders Third Annual Technology Workshop, Augus 5, 2008 Worceser Polyechnic Insiue, Worceser,
More informationCoded Caching with Multiple File Requests
Coded Caching wih Muliple File Requess Yi-Peng Wei Sennur Ulukus Deparmen of Elecrical and Compuer Engineering Universiy of Maryland College Park, MD 20742 ypwei@umd.edu ulukus@umd.edu Absrac We sudy a
More informationProtecting User Privacy in a Multi-Path Information-Centric Network Using Multiple Random-Caches
Chu WB, Wang LF, Jiang ZJ e al. Proecing user privacy in a muli-pah informaion-cenric nework using muliple random-caches. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 32(3): 585 598 May 27. DOI.7/s39-7-73-2
More informationEECS 487: Interactive Computer Graphics
EECS 487: Ineracive Compuer Graphics Lecure 7: B-splines curves Raional Bézier and NURBS Cubic Splines A represenaion of cubic spline consiss of: four conrol poins (why four?) hese are compleely user specified
More informationOptimal Crane Scheduling
Opimal Crane Scheduling Samid Hoda, John Hooker Laife Genc Kaya, Ben Peerson Carnegie Mellon Universiy Iiro Harjunkoski ABB Corporae Research EWO - 13 November 2007 1/16 Problem Track-mouned cranes move
More informationMORPHOLOGICAL SEGMENTATION OF IMAGE SEQUENCES
MORPHOLOGICAL SEGMENTATION OF IMAGE SEQUENCES B. MARCOTEGUI and F. MEYER Ecole des Mines de Paris, Cenre de Morphologie Mahémaique, 35, rue Sain-Honoré, F 77305 Fonainebleau Cedex, France Absrac. In image
More informationVulnerability Evaluation of Multimedia Subsystem Based on Complex Network
JOURAL OF MULTIMDIA, VOL. 8, O. 4, AUGUST 23 439 Vulnerabiliy valuaion of Mulimedia Subsysem Based on Complex ewor Xiaoling Tang Insiue of Higher ducaion Research, Jilin Business and Technology College,
More informationCS422 Computer Networks
CS422 Compuer Neworks Lecure 2 Physical Layer Dr. Xiaobo Zhou Deparmen of Compuer Science CS422 PhysicalLayer.1 Quesions of Ineress How long will i ake o ransmi a message? How many bis are in he message
More informationLearning in Games via Opponent Strategy Estimation and Policy Search
Learning in Games via Opponen Sraegy Esimaion and Policy Search Yavar Naddaf Deparmen of Compuer Science Universiy of Briish Columbia Vancouver, BC yavar@naddaf.name Nando de Freias (Supervisor) Deparmen
More informationAssignment 2. Due Monday Feb. 12, 10:00pm.
Faculy of rs and Science Universiy of Torono CSC 358 - Inroducion o Compuer Neworks, Winer 218, LEC11 ssignmen 2 Due Monday Feb. 12, 1:pm. 1 Quesion 1 (2 Poins): Go-ack n RQ In his quesion, we review how
More informationVideo streaming over Vajda Tamás
Video sreaming over 802.11 Vajda Tamás Video No all bis are creaed equal Group of Picures (GoP) Video Sequence Slice Macroblock Picure (Frame) Inra (I) frames, Prediced (P) Frames or Bidirecional (B) Frames.
More informationAutomatic Calculation of Coverage Profiles for Coverage-based Testing
Auomaic Calculaion of Coverage Profiles for Coverage-based Tesing Raimund Kirner 1 and Waler Haas 1 Vienna Universiy of Technology, Insiue of Compuer Engineering, Vienna, Ausria, raimund@vmars.uwien.ac.a
More informationVisualizing Complex Notions of Time
Visualizing Complex Noions of Time Rober Kosara, Silvia Miksch Insiue of Sofware Technology, Vienna Universiy of Technology, Vienna, Ausria Absrac Time plays an imporan role in medicine. Condiions are
More informationWho Thinks Who Knows Who? Socio-cognitive Analysis of Networks. Technical Report
Who Thinks Who Knows Who? Socio-cogniive Analysis of Email Neworks Technical Repor Deparmen of Compuer Science and Engineering Universiy of Minnesoa 4-192 EECS Building 200 Union Sree SE Minneapolis, MN
More informationConstruction Process. Transactional Process Scheduler. Production Process. 2.3 Transactional Subsystems. Test. CAD Documentation. Conflict!
Philadelphia, Pennsylvania, USA, May 31 - June 2, 1999. Concurrency Conrol and Recovery in Transacional Process Managemen Heo Schuld Gusavo Alonso Insiue of Informaion Sysems Swiss Federal Insiue of Technology
More informationCAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL
CAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL Klečka Jan Docoral Degree Programme (1), FEEC BUT E-mail: xkleck01@sud.feec.vubr.cz Supervised by: Horák Karel E-mail: horak@feec.vubr.cz
More informationA Matching Algorithm for Content-Based Image Retrieval
A Maching Algorihm for Conen-Based Image Rerieval Sue J. Cho Deparmen of Compuer Science Seoul Naional Universiy Seoul, Korea Absrac Conen-based image rerieval sysem rerieves an image from a daabase using
More informationMotor Control. 5. Control. Motor Control. Motor Control
5. Conrol In his chaper we will do: Feedback Conrol On/Off Conroller PID Conroller Moor Conrol Why use conrol a all? Correc or wrong? Supplying a cerain volage / pulsewidh will make he moor spin a a cerain
More informationSREM: A Novel Multicast Routing Algorithm - Comprehensive Cost Analysis
REM: A Novel Mulicas Rouing Algorihm - Comprehensive Cos Analysis Yewen Cao and Khalid Al-Begain chool of Compuing, Universiy of Glamorgan, CF37 DL, Wales, U.K E-mail:{ycao,kbegain}@glam.ac.uk Absrac Ever-increasing
More informationsource managemen, naming, proecion, and service provisions. This paper concenraes on he basic processor scheduling aspecs of resource managemen. 2 The
Virual Compuers A New Paradigm for Disribued Operaing Sysems Banu Ozden y Aaron J. Goldberg Avi Silberschaz z 600 Mounain Ave. AT&T Bell Laboraories Murray Hill, NJ 07974 Absrac The virual compuers (VC)
More informationAnnouncements. TCP Congestion Control. Goals of Today s Lecture. State Diagrams. TCP State Diagram
nnouncemens TCP Congesion Conrol Projec #3 should be ou onigh Can do individual or in a eam of 2 people Firs phase due November 16 - no slip days Exercise good (beer) ime managemen EE 122: Inro o Communicaion
More informationSTEREO PLANE MATCHING TECHNIQUE
STEREO PLANE MATCHING TECHNIQUE Commission III KEY WORDS: Sereo Maching, Surface Modeling, Projecive Transformaion, Homography ABSTRACT: This paper presens a new ype of sereo maching algorihm called Sereo
More informationSoftware Architecture of the Light Weight Kernel, Catamount
Sofware Archiecure of he Ligh Weigh Kernel Caamoun Suzanne M. Kelly Sandia Naional Laboraories* Scalable Sysems Inegraion Deparmen PO BOX 5800 Albuquerque NM 87185-0817 smkelly@sandia.gov Ron Brighwell
More informationMobile Computing IEEE Standard 9/10/14. CSE 40814/60814 Fall 2014
Mobile Compuing CSE 40814/60814 Fall 2014 IEEE IEEE (Ins4ue of Elecrical and Elecronics Engineers) esablished he 802.11 Group in 1990. Specifica4ons for sandard ra4fied in 1997. Ini4al speeds were 1 and
More informationY. Tsiatouhas. VLSI Systems and Computer Architecture Lab
CMOS INEGRAED CIRCUI DESIGN ECHNIQUES Universiy of Ioannina Clocking Schemes Dep. of Compuer Science and Engineering Y. siaouhas CMOS Inegraed Circui Design echniques Overview 1. Jier Skew hroughpu Laency
More informationUser Manual. RINS Software Revision >V9.26
User Manual INTERNAL SIREN WARNING The Enforcer 32-WE conrol panel conains a 100 dba siren, please be aware of his when in use. RINS1503-2 Sofware Revision >V9.26 Conens Page A: Inroducion 3 B: Keypads
More informationNRMI: Natural and Efficient Middleware
NRMI: Naural and Efficien Middleware Eli Tilevich and Yannis Smaragdakis Cener for Experimenal Research in Compuer Sysems (CERCS), College of Compuing, Georgia Tech {ilevich, yannis}@cc.gaech.edu Absrac
More informationEvaluation and Improvement of Multicast Service in b
Evaluaion and Improvemen of Mulicas Service in 802.11b Chrisian Bravo 1 and Agusín González 2 1 Universidad Federico Sana María, Deparmen of Elecronics. Valparaíso, Chile chbravo@elo.ufsm.cl 2 Universidad
More informationMichiel Helder and Marielle C.T.A Geurts. Hoofdkantoor PTT Post / Dutch Postal Services Headquarters
SHORT TERM PREDICTIONS A MONITORING SYSTEM by Michiel Helder and Marielle C.T.A Geurs Hoofdkanoor PTT Pos / Duch Posal Services Headquarers Keywords macro ime series shor erm predicions ARIMA-models faciliy
More informationAn Adaptive Spatial Depth Filter for 3D Rendering IP
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.3, NO. 4, DECEMBER, 23 175 An Adapive Spaial Deph Filer for 3D Rendering IP Chang-Hyo Yu and Lee-Sup Kim Absrac In his paper, we presen a new mehod
More informationWireless LANs: MAC. Wireless LAN: MAC. IEEE protocol stack. Module W.lan MAC
Wireless LANs: W.lan.3-2 Wireless LAN: 802.11MAC Dr.M.Y.Wu@CSE Shanghai Jiaoong Universiy Shanghai, China Module W.lan.3 Dr.W.Shu@ECE Universiy of New Mexico Albuquerque, NM, USA managemen PANs & Blueooh:
More informationHard Constant Bandwidth Server: Comprehensive Formulation and Critical Scenarios
Hard Consan Bandwidh Server: Comprehensive Formulaion and Criical Scenarios Alessandro Biondi, Alessandra Melani, Marko Berogna Scuola Superiore San Anna, Pisa, Ialy Universiy of Modena and Reggio Emilia,
More informationTowards a Realistic Model for Failure Propagation in Interdependent Networks
Towards a Realisic Model for Failure Propagaion in Inerdependen Neworks Agosino Suraro, Simone Silvesri, Mauro Coni, Sajal K. Das Deparmen of Mahemaics, Universiy of Padua, email: agosino.suraro@sudeni.unipd.i,
More informationFlow graph/networks MAX FLOW APPLICATIONS. Flow constraints. Max flow problem 4/26/12
4// low graph/nework MX LOW PPLIION 30, pring 0 avid Kauchak low nework direced, weighed graph (V, ) poiive edge weigh indicaing he capaciy (generally, aume ineger) conain a ingle ource V wih no incoming
More informationAn efficient approach to improve throughput for TCP vegas in ad hoc network
Inernaional Research Journal of Engineering and Technology (IRJET) e-issn: 395-0056 Volume: 0 Issue: 03 June-05 www.irje.ne p-issn: 395-007 An efficien approach o improve hroughpu for TCP vegas in ad hoc
More informationWho thinks who knows who? Socio-Cognitive Analysis of an Network
Who hinks who knows who? Socio-Cogniive Analysis of an Email Nework Nishih Pahak Deparmen of Compuer Science Universiy of Minnesoa Minneapolis, MN, USA npahak@cs.umn.edu Sandeep Mane Deparmen of Compuer
More informationGauss-Jordan Algorithm
Gauss-Jordan Algorihm The Gauss-Jordan algorihm is a sep by sep procedure for solving a sysem of linear equaions which may conain any number of variables and any number of equaions. The algorihm is carried
More informationExercise 3: Bluetooth BR/EDR
Wireless Communicaions, M. Rupf. Exercise 3: Blueooh BR/EDR Problem 1: Blueooh Daa Raes. Consider he ACL packe 3-DH5 wih a maximum user payload of 1021 byes. a) Deermine he maximum achievable daa rae in
More informationEVALUATING ACCURACY OF A TIME ESTIMATOR IN A PROJECT
EVALUATING ACCURACY OF A TIME ESTIMATOR IN A PROJECT Thanh-Lam Nguyen, Graduae Insiue of Mechanical and Precision Engineering Wei-Ju Hung, Deparmen of Indusrial Engineering and Managemen Ming-Hung Shu,
More informationPerformance Evaluation of Implementing Calls Prioritization with Different Queuing Disciplines in Mobile Wireless Networks
Journal of Compuer Science 2 (5): 466-472, 2006 ISSN 1549-3636 2006 Science Publicaions Performance Evaluaion of Implemening Calls Prioriizaion wih Differen Queuing Disciplines in Mobile Wireless Neworks
More informationTimeProvider 2300 Edge Gateway Clock
TimeProvider 2300 Feaures Sandalone IEEE 1588 Precision Time Proocol (PTP) gaeway clock Flexible PTP profiles o suppor boh frequency and phase synchronizaion IPv4 and IPv6 PTP profile suppor Suppor for
More informationIn fmri a Dual Echo Time EPI Pulse Sequence Can Induce Sources of Error in Dynamic Magnetic Field Maps
In fmri a Dual Echo Time EPI Pulse Sequence Can Induce Sources of Error in Dynamic Magneic Field Maps A. D. Hahn 1, A. S. Nencka 1 and D. B. Rowe 2,1 1 Medical College of Wisconsin, Milwaukee, WI, Unied
More informationOpen Access Research on an Improved Medical Image Enhancement Algorithm Based on P-M Model. Luo Aijing 1 and Yin Jin 2,* u = div( c u ) u
Send Orders for Reprins o reprins@benhamscience.ae The Open Biomedical Engineering Journal, 5, 9, 9-3 9 Open Access Research on an Improved Medical Image Enhancemen Algorihm Based on P-M Model Luo Aijing
More information