Fast Restoration Signaling in Optical Networks

Size: px
Start display at page:

Download "Fast Restoration Signaling in Optical Networks"

Transcription

1 Fas Resoraion Signaling in Opical Neworks Radim Baroš and Swapnil Bhaia Deparmen of Compuer Science Universiy of New Hampshire Durham, NH 84, USA rbaros, ABSTRACT As WANs coninue o form he framework for deploying mission-criical applicaions, he need for faul resilience and fas resoraion assumes greaer imporance. This paper examines exising schemes for fas resoraion signaling in a wavelengh-roued opical core and inroduces an improved signaling scheme based on Opical Burs Swiching and Jus-Enough-Time pah esablishmen. Scaling experimens show ha he proposed scheme ouperforms exising schemes. KEYWORDS Opical Burs Swiching, Resoraion, Signaling. 1 Inroducion Over he years, large scale daa neworks have undergone significan change no only wih respec o he volume and naure of he raffic hey carry bu also in regard o he criicaliy of heir role, and he level of service demanded of hem. WANs have evolved from simple, bes-effor and specialized daa neworks used by a few, ino complex, heerogenous, muli-layered, all-pervasive backbones guaraneeing an array of criical services o a global user populaion. Opical neworks, wih heir erabi-wide links and cu-hrough, wavelengh-roued archiecure, seem wellsuied o implemen unified and homogenous, ye mulipurpose neworks o address he diverse daa ranspor needs of he fuure. In such a scenario, since opical neworks would provide all he services currenly provided by separae neworks, he issue of reliabiliy and availabiliy becomes all he more criical. Moreover, in mos applicaions, he unified ranspor nework may be he only resource driving a user s business. Therefore, nework downime, no maer how small, may enail significan losses for he user. This paper proposes a new scheme for fas signaling for resoraion, based on Opical Burs Swiching (OBS, a unique, emerging paradigm for opical nework design [1]. The paper discusses various issues involved in implemening fas resoraion signaling in backbone ranspor neworks. Exising schemes are described and a new scheme for resoraion signaling is hen proposed. Experimens o evaluae This research was suppored in par by NSF-ARI gran No Corresponding auhor. he proposed scheme are described followed by a discussion of he resuls. Background Efficien resource allocaion has been a he cener of much of he recen work in he area of resoraion. As challenging as his problem may be, i is no he focus of our work. This paper addresses he problem of measuring and comparing he delay inheren o he signaling schemes currenly used for lighpah seup. We assume ha a pah wih sufficien resources has been found and he only ask remaining is o reserve i. We proceed by making he following assumpions abou he nework. A cu-hrough, all-opical (i.e., no inermediae o-e-o conversion wavelengh-rouednework (WRN is primarily 1 composed of fiber-links connecing nodes which conain opical swiching elemens such as Opical Add/Drop Muliplexers (OADMs and Opical Cross Connecs (OXCs []. The all-opical naure of he signal pah allows he nework o be ransparen and makes i ideal for use as a raw, high-bandwidh Opical Transpor Nework (OTN. A lower bandwidh IP nework, known as he Daa Communicaion Nework (DCN serves as a conrol plane o he OTN and is primarily used for exchange of signaling messages [, 4]. A DCN node conrols an OXC in he OTN and can insruc he OXC o execue a paricular cross-connec operaion. When a lighpah reques arrives a he, i compues a primary pah o he node and using a signaling scheme, ses up he lighpah by exchanging messages wih oher conrolling DCN nodes. Once he pah has been se up compleely, he node forwards incoming raffic ono i. When a faul occurs, he flow of raffic o he sops and he raffic sream is subjeced o heavy packe-loss. In his siuaion, raffic delivery o he node needs o be resumed as quickly as possible [5] in order o minimize packe-loss. We shall focus on single or muliple link or node failures in he OTN. We assume he OTN o be - node conneced and he DCN o be faul-free and reliable. 1 An all-opical WRN consiss of a plehora of oher devices as well, bu none of hese are perinen from he perspecive of he curren discussion. A node failure can be modeled as a muliple link failure. The DCN can be proeced using 1+1 proecion swiching as discussed in [4].

2 .1 Curren Schemes We shall look a wo differen schemes ha are currenly used for acivaion of he alernae pah. The firs one is implemened by exensions o he RSVP proocol [6] while he second one can be implemened using plain IP or oher sandard signaling schemes such as GMPLS [4]. The following subsecions discuss each scheme and derive average ime esimaes o complee each phase of he resoraion process from deecion o raffic-swiching. Term! "# " $" %&' $!" ( $ *+",.- // " Descripion hop disance from o node upsream o failed link, (nodes in OTN lengh of working pah, (nodes in OTN lengh of alernae pah, (nodes in OTN diameer of DCN, (nodes lengh of fiber link beween adjacen OTN nodes, (miles speed of opical signal propagaion hrough he OTN fiber links, (miles/second ime by which he daa burs mus lag conrol header, (seconds ime o decide Loss Of Ligh, (5 ms propagaion delay per link in DCN, (8 s/mile processing delay per node in DCN, ( ms ime o decide link failure, (seconds ime o resore raffic, (seconds faul indicaion signaling delay, (seconds ime o seup alernae pah, (seconds ime o swich raffic from working pah o alernae pah, (1 ms ime o perform a cross-connec operaion (1 ms Table 1. Terms and values used in analysis and experimens as suggesed in [4].. Preliminary Definiions Please refer o Table 1 for a descripion of he erminology. Before we delve ino esimaing he delay for each scheme, we shall define he delay for a pah. If and ;: 4<5#98 is he delay incurred due o a message ravelling hops hrough he DCN and he OTN respecively, hen: =;4 5#98>?A@B5 CD;EFC 8 EFDD (1 : 4 ( We shall follow he discussion in [] and calculae he resoraion delay as conribued by each phase of resora- raffic Figure 1. scheme. FIS ion. Hence: HIHIH JIJIJ HIHIH JIJIJ FIS KIKIK KIKIK LIL LIL faul UIUIU VIV UIUIU VIV dropped primary pah secondary pah The RSVP/Backup Tunnel serial resoraion $" > "# " EW %X& ' EF $" ( EW $ *+",. RSVP/Backup Tunnels Figure 1 illusraes he RSVP/Backup Tunnel resoraion scheme. This resoraion scheme is based on he MPLS proecion scheme inroduced in [6]. In his approach, he failed headend 4 informs he node (which is hops away from i abou he failure hrough a FIS message. The node ses up he alernae pah by sending a reques o he firs node on i. Each node forwards he reques downsream wihou acually waiing o complee he cross connec. The node reurns an acknowledgemen which ravels he same roue upsream. Each node forwards i (upsream as is, wih a posiive acknowledgemen in i if he cross connec a is sie was successfully compleed. If no, i pus a negaive acknowledgemen. When he acknowledgemen reaches he, i knows if he pah is seup by examining he ype (posiive or negaive of he acknowledgemen. The ime required o complee each phase of he resoraion process is as follows:! "# "=> (4 %X& ' =;4 5 Y8 (5 $" ( =;4 5 Y8 (6 $" > Y8 E Z^@ X@B465_ 98 È $ *+",.4 Acivaion Archiecure Figure illusraes he Acivaion archiecure discussed in [4]. In his approach, as soon as a failure occurs, nodes downsream o he failed headend sense a loss of ligh. The node among hese nodes, on sensing LOL, mulicass an alernae pah seup message o each node on he alernae pah. The message also conains he address of he node upsream o he node o which he message is sen. On receiving such a message a node on he alernae pah exracs he address of is upsream neighbor from i and exchanges wavelengh and por informaion 4 The node immediaely upsream o he failed link. ( (

3 raffic primary pah faul dropped secondary pah raffic Cnrl 1 Cnrl faul Burs Cnrl Cnrl primary pah secondary pah 8 Figure. OBS acivaion archiecure. Figure. The parallel acivaion archiecure. wih i. Afer his, each node ses up is cross connecs and a complee alernae ligh-pah is esablished. The ime required o complee each phase of he resoraion process is as follows: "# " > (8 %X& ' >? : 4 5# 8 (9 $" ( >[Z\@. =465_ 98 (1 $" > E : 4 5_ 8 E =;4 5_ 98 E $ *+", Proposed OBS-based Scheme (11 Opical Burs Swiching is a recen paradigm for opical nework design. In OBS, a conrol packe is firs sen o reserve bandwidh and configure swiches along he pah, followed by a burs of daa wihou waiing for an acknowledgemen of he connecion esablishmen [1]. OBS hus belongs o he family of ell-and-go, one-way reservaion proocols. OBS allows he daa burs o be fairly large (order of megabyes hus reducing overhead and can allow use of ou-of-band signaling for ransmission of conrol packe. OBS relies on he he Jus-Enough-Time proocol for is operaion. When a burs needs o be sen, he ransmiing end calculaes he ime required by he conrol packe o reach he farhes node on he pah. I hen ransmis he conrol packe and afer waiing for ime, sends he daa burs. This allows jus enough ime for he swiches along he pah o configure hemselves so ha he following daa burs is roued correcly o he desinaion. We now propose wo alernae pah acivaion schemes based on OBS..1 Fas reroue wih serial OBS acivaion Figure illusraes our proposed scheme. The scheme is based on he Fas Re-roue scheme discussed in []. In his approach, he failed headend, upon sensing he failure, ries o seup an alernae pah iself. In he pah seup phase, he DCN headend consrucs an OBS conrol packe conaining informaion abou iming and wavelengh of he daa burs o follow. When is upsream neighbor receives he conrol packe, i exracs informaion abou he source of OTN!"! #"#!"! #"#!"! #"# $"$ %"% $"$ %"% DCN $"$ %"% O.... O for serial OBS-based aciva- Figure 4. Calculaing $" ( ion. 4 O O he following daa burs and iniiaes a cross-connec operaion in he OXC ha i conrols. I hen updaes he conrol packe wih burs informaion for he nex node and forwards i on. The forwards he conrol packe furher on downsream oward he hrough every node on he alernae pah. Thus, he whole pah is seup using he Jus Enough Time (JET burs swiching echnique. [8, 9, 1] sugges ha such a signaling scheme which couples daa burss in a high speed OTN and conrol packes in a slower DCN is indeed pracicable. Since he ransmiing node (i.e., he node immediaely upsream o he failed link does no wai for an acknowledgemen of pah seup before forwarding raffic on he alernae pah, he ime o seup he pah is significanly reduced. Moreover, he raffic sream can be resumed even before all he nodes on he pah have received he conrol packe, as long as i can be guaraneed ha he daa burs always lags behind he conrol packe. The ime required o complee each phase of he resoraion process is as follows:! "# "=> (1 %&' >'& (1 As shown in Figure, he alernae pah for his scheme begins a he failed-headend, goes hrough he and ends a he. Thus, as per he figure, if he se of nodes in he alernae pah is: ( >.-/1-41.@@.@51.-6 *,+,+,+ hen, order o guaranee ha he daa burs always follows he conrol packe, he following consrain (illusraed by Figure 4 needs o be saisfied: d

4 / / raffic 1 faul Cnrl Burs primary pah secondary pah 8 OTN O... O... O 1 O 1 1 d Figure 5. OBS acivaion archiecure. DCN 8 ( E where is he ime by which he daa burs is required o lag behind he conrol packe, is he ime aken by he burs o ravel o node hrough he OTN, and is he ime aken by he conrol packe o ravel o node hrough he DCN. Hence: $" > $" ( >X5 E X5 ( 8 (! 8 E $ *+", (14 (15. Fas Reroue wih OBS Acivaion In he serial OBS acivaion archiecure, roue seup signaling messages flow serially saring a he node upsream o he failure and along he re-roued alernae pah. However, his signaling scheme can be furher improved by combining i wih he parallel acivaion archiecure inroduced in [4]. Figure 5 illusraes our proposed scheme. In his hybrid signaling scheme, he node, mulicass separae OBS conrol packes o all he nodes on he alernae pah over he DCN in parallel. Real inerneworks are organized as ransi-sub hierarchical srucures [11]. As a resul, he hop disance beween a pair of nodes in an inernework such as he DCN does no grow linearly wih he geographical disance beween hem. Hence, he larges hop disance ha an OBS conrol packe is required o ravel before he daa burs can be ransmied will always be smaller in case of he parallel OBS scheme han in he serial OBS acivaion archiecure. This is refleced in he way $" ( is esimaed for he serial and parallel archiecures. For his scheme! "# " and!%x& ' remain same as in Eqn. (1 and Eqn. (1. From Figure 5, following an argumen similar o he one in he previous secion, we arrive a he same 5 expression for $" as Eqn. (15: $" > E X5 (! 8 E $ *+", (16 We now describe he experimens carried ou in order o compare he performance of he four schemes discussed above. 5 Here "$# sill represens DCN delay, bu unlike serial OBS acivaion, %'&(+*-, " #/.1 "$# does no necessarily hold for inerneworks in his case. Figure 6. Calculaing $" ( for parallel OBS-based acivaion. 4 Experimenal Evaluaion Experimenal measuremens were performed in order o sudy he effec of each of he acivaion schemes on he resoraion ime. An experimenal run consised of measuring he average resoraion ime using he esimaes calculaed above for each of he four acivaion schemes for a given OTN and DCN nework pair. Table 1 shows he ypical values of various parameers used in he calculaion of resoraion ime as suggesed in [4]. The Georgia Tech Inerne Topology Modeler (g-im was used in order o generae pure-random [11], undireced OTN and DCN graphs. The OTN graphs were generaed using he Fla Random Graph model provided by he gim whereas he Transi-Sub Graph model was used o represen DCN srucure [11, 1]. The g-im package offers ways o conrol he nework opology model, he number of nodes, he edge probabiliy, he node-link disribuion and he geographical nework size for he graphs generaed. In order o be represenaive of real neworks, he geographical sizes of he OTN and he DCN were always mainained equal. A mapping was developed from each node in he OTN o a unique node in he DCN o model is conroller. Using he geographical posiion informaion provided by g-im for each node in a graph, he mapping funcion ensured ha an OTN node was always mapped o he approximaely 6 neares DCN node. Furhermore, he lenghs of edges beween a pair of OTN nodes were hen se o he disance beween heir conrolling DCN nodes o ensure a sound model. The OTN generaed was always much smaller han he DCN in node-coun (excep in Experimen. Each daa poin was obained by running measuremens on ses of a leas en differen randomly generaed OTN/DCN pairs. Only -node conneced 6 18:9<; graphs were used as OTNs for any experimen. All possible shores pahs in an = 6 >?8@9A; -node OTN were considered o be primary pahs. All possible nodeand link-disjoin second-shores pahs in an = -node OTN were considered o be secondary or alernae pahs. Each 6 For each OTN node, he DCN node wih he smalles Euclidian disance from i was chosen. However, his sill does no guaranee he bes geographical superimposiion of he DCN on he OTN wih all disances minimized.

5 Resoraion ime (ms OBS -OBS DCN Size DCN Size (nodes Resoraion ime (ms OBS -OBS Number of pahs Number of pahs OTN Size (nodes Figure. Resoraion ime v/s OTN and DCN size (Edge probabiliy: DCN =.1, OTN = Alernae Pah Lengh (nodes Figure 8. Resoraion ime v/s alernae pah lengh (OTN size = 1 nodes, DCN size = 48 nodes; OTN edge probabiliy =.1 and ha of DCN =.19. daa poin represens he mean of he ime o resore raffic from a primary pah (shores pah o is node- and link-disjoin secondary (second-shores pah. The Sanford GraphBase [1] library was used for wriing rouines o perform measuremens. The Walrus Graph Visualizaion ool from CAIDA was used for visualizing graphs. 4.1 OTN and DCN Size In Experimen 1, DCN and OTN were expanded wo-fold 8 a every run. The pure-random model was used for generaing edges wih edge probabiliies. 9 and.1 for he OTN and DCN respecively. The average resoraion ime from all primary pahs o all secondary pahs in each randomly generaed OTN was measured for each of he four acivaion schemes. Figure shows he performance of each of he four acivaion schemes for differen sizes of he OTN and he size of he DCN (scaled down en-fold a which he measuremen was performed. As seen in he figure, he proposed serial and parallel OBS-based schemes ouperform heir non-obs counerpars. 4. Alernae Pah Lengh In Experimen, he OTN and DCN sizes were held consan. The resoraion ime for all alernae pah-lenghs was measured over a se of en random DCN/OTN pairs. The pure-random model was used for generaing edges wih edge probabiliies.1 and.19 and sizes fixed a 1 and 48 nodes for he OTN and he DCN respecively. Figure 8 shows he performance of each of he four schemes on varying pah lenghs, and he disribuion of pah lenghs hp:// 8 Since he DCN is a ransi-sub graph, he nodes in he DCN increased by a facor of. where is he number of nodes in a sub. 9 A relaively higher edge-probabiliy is required in order o guaranee -node connecedness using he g-im package. Resoraion ime (ms OBS OBS DCN-Links OTN-Links OTN & DCN size (nodes Figure 9. Resoraion ime v/s nework size (edge probabiliy of OTN =.4 and ha of DCN =.18. (scaled down en-fold in he OTN graphs on which he measuremens were performed. As seen from he resuls, OBS acivaion scheme scales beer han all he oher schemes as pah lengh increases. Similarly, parallel acivaion also scales well wih pah lengh bu performs worse han is OBS cousin. schemes hus benefi from he srucure of he DCN whereas serial schemes do no. 4. Nework Size In Experimen, he random DCN/OTN pairs were generaed wih boh conaining he same number of nodes. The nework size (i.e., sizes of boh he OTN and he DCN were doubled for every run and he resoraion ime for all possible pahs was measured for each of he four schemes. The pure-random model was used for generaing edges wih edge probabiliies se o.4 and.18 for he OTN Links

6 Resoraion ime (ms OBS -OBS DCN Links (conneciviy Figure 1. Resoraion ime v/s DCN conneciviy (OTN size = 1 nodes, DCN size = 56 nodes; edge probabiliy of OTN =.1. and DCN respecively. Figure 9 shows he resuls of Experimen. I shows he performance of each of he four schemes for varying nework size wih informaion abou he number of links in he OTN and DCN (scaled down en-fold in he OTN/DCN graphs on which measuremens were performed. As seen in Figure 9, parallel OBS acivaion scheme exhibis he bes performance as nework size increases, followed by plain parallel acivaion. 4.4 DCN Conneciviy In Experimen 4, he conneciviy of he DCN was gradually increased. The sizes of he OTN/DCN pairs generaed were held consan. The pure-random model was used for generaing edges wih edge probabiliies se o.1 for he OTN and varied for he DCN. A every run, he edge probabiliies for he DCN were doubled. As seen from Figure 1, parallel acivaion schemes exhibi sable scaling performance as compared o serial schemes. Again, OBSbased schemes ouperform heir non-obs counerpars. 5 Conclusion This paper focused on he delay inheren o various lighpah acivaion schemes using he novel [4] OTN-DCN model wih dissimilar daa and conrol laencies. Two exising schemes were discussed and wo varians of a new scheme were proposed. The four schemes were compared hrough experimens based on he ime-o-resore meric. Iniial resuls from he experimens confirm ha he proposed schemes offer lower seup delays hus minimizing packe loss during resoraion. The proposed schemes also exhibi resilien scaling behavior benefiing from he naural srucure of DCN inerneworks. Acknowledgemens The auhors would like o hank he reviewers for heir helpful commens and suggesions. References [1] C. Qiao, Opical Burs Swiching (OBS - A New Paradigm for an Opical Inerne, Journal of High Speed Neworks, vol. 8(1, pp , [] T. E. Sern and K. Bala, Muliwavelengh Opical Neworks: A Layered Approach. Addison Wesley Longman, [] G. P. Ausin, B. T. Doshi, C. J. Hun, R. Nagarajan, and M. A. Qureshi, Fas, Scalable, and Disribued Resoraion in General Mesh Opical Neworks, Bell Labs Technical Journal, vol. January-June, pp. 6 81, 1. [4] B. T. Doshi, S. Dravida, P. Harshavardhana, O. Hauser, and Y. Wang, Opical Nework Design and Resoraion, Bell Labs Technical Journal, vol. January-March, pp , [5] A. Gandhi and R. Baroš, Dynamic issues in MPLS service resoraion. Deparmen of Compuer Science, Universiy of New Hampshire Technical Repor TR 1-5, November 1. [6] K. Owens, V. Sharma, S. Makam, and C. Huang, A pah proecion/resoraion mechanism for MPLS neworks. Work in progress [draf-chang-mpls-pahproecion-.x], July 1. [] D. Haskin and R. Krishnan, A mehod for seing an alernaive label swiched pahs o handle fas reroue. Work in progress [draf-haskin-mpls-fasreroue-5.x], November. [8] G. Li, J. Yaes, D. Wang, and C. Kalmanek, Conrol Plane Design for Reliable Opical Neworks, IEEE Communicaions Magazine, vol. 4 No., pp. 9 96, February. [9] I. Baldine, G. N. Rouskas, H. G. Perros, and D. Sevenson, JumpSar: A Jus-In-Time Signaling Archiecure for WDM Burs-Swiched Neworks, IEEE Communicaions Magazine, vol. 4 No., pp. 8 89, February. [1] C. Qiao, Labeled Opical Burs Swiching for IP-Over-WDM Inegraion, IEEE Communicaions Magazine, vol. 1, pp. 4 4,. [11] K. Calver, M. Doar, and E. W. Zegura, Modeling Inerne Topology, IEEE Communicaions Magazine, June 199. [1] E. W. Zegura, K. Calver, and M. J. Donahoo, A Quaniaive Comparison of Graph-based Models for Inerne Topology, IEEE/ACM Transacions on Neworking, vol. 5, No. 6, December 199. [1] D. E. Knuh, The Sanford GraphBase: A Plaform for Combinaorial Compuing. ACM Press, 199.

COSC 3213: Computer Networks I Chapter 6 Handout # 7

COSC 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 information

Improving the Efficiency of Dynamic Service Provisioning in Transport Networks with Scheduled Services

Improving 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 information

Delayed reservation decision in optical burst switching networks with optical buffers. Title. Li, GM; Li, VOK; Li, CY; Wai, PKA

Delayed reservation decision in optical burst switching networks with optical buffers. Title. Li, GM; Li, VOK; Li, CY; Wai, PKA Tile Delayed reservaion decision in opical burs swiching neworks wih opical buffers Auhor(s) Li, GM; Li, VOK; Li, CY; Wai, PKA Ciaion The 3rd nernaional Conference on Communicaions and Neworking in China

More information

Less Pessimistic Worst-Case Delay Analysis for Packet-Switched Networks

Less Pessimistic Worst-Case Delay Analysis for Packet-Switched Networks Less Pessimisic Wors-Case Delay Analysis for Packe-Swiched Neworks Maias Wecksén Cenre for Research on Embedded Sysems P O Box 823 SE-31 18 Halmsad maias.wecksen@hh.se Magnus Jonsson Cenre for Research

More information

4 Error Control. 4.1 Issues with Reliable Protocols

4 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 information

Network management and QoS provisioning - QoS in Frame Relay. . packet switching with virtual circuit service (virtual circuits are bidirectional);

Network 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 information

Assignment 2. Due Monday Feb. 12, 10:00pm.

Assignment 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 information

Restorable Dynamic Quality of Service Routing

Restorable Dynamic Quality of Service Routing QOS ROUTING Resorable Dynamic Qualiy of Service Rouing Murali Kodialam and T. V. Lakshman, Lucen Technologies ABSTRACT The focus of qualiy-of-service rouing has been on he rouing of a single pah saisfying

More information

Shortest Path Algorithms. Lecture I: Shortest Path Algorithms. Example. Graphs and Matrices. Setting: Dr Kieran T. Herley.

Shortest Path Algorithms. Lecture I: Shortest Path Algorithms. Example. Graphs and Matrices. Setting: Dr Kieran T. Herley. Shores Pah Algorihms Background Seing: Lecure I: Shores Pah Algorihms Dr Kieran T. Herle Deparmen of Compuer Science Universi College Cork Ocober 201 direced graph, real edge weighs Le he lengh of a pah

More information

The Effects of Multi-Layer Traffic on the Survivability of IP-over-WDM Networks

The Effects of Multi-Layer Traffic on the Survivability of IP-over-WDM Networks The Effecs of Muli-Layer Traffic on he Survivabiliy of IP-over-WDM Neworks Peera Pacharinanakul and David Tipper Graduae Telecommunicaions and Neworking Program, Universiy of Pisburgh, Pisburgh, PA 15260,

More information

Y. Tsiatouhas. VLSI Systems and Computer Architecture Lab

Y. 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 information

Voltair Version 2.5 Release Notes (January, 2018)

Voltair 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 information

Coded Caching with Multiple File Requests

Coded 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 information

Chapter 3 MEDIA ACCESS CONTROL

Chapter 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 information

Nonparametric CUSUM Charts for Process Variability

Nonparametric 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 information

! errors caused by signal attenuation, noise.!! receiver detects presence of errors:!

! errors caused by signal attenuation, noise.!! receiver detects presence of errors:! Daa Link Layer! The Daa Link layer can be furher subdivided ino:!.! Logical Link Conrol (LLC): error and flow conrol!.! Media Access Conrol (MAC): framing and media access! differen link proocols may provide

More information

AML710 CAD LECTURE 11 SPACE CURVES. Space Curves Intrinsic properties Synthetic curves

AML710 CAD LECTURE 11 SPACE CURVES. Space Curves Intrinsic properties Synthetic curves AML7 CAD LECTURE Space Curves Inrinsic properies Synheic curves A curve which may pass hrough any region of hreedimensional space, as conrased o a plane curve which mus lie on a single plane. Space curves

More information

Implementing Ray Casting in Tetrahedral Meshes with Programmable Graphics Hardware (Technical Report)

Implementing 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 information

Delay in Packet Switched Networks

Delay in Packet Switched Networks 1 Delay in Packe Swiched Neworks Required reading: Kurose 1.5 and 1.6 CSE 4213, Fall 2006 Insrucor: N. Vlajic Delay in Packe-Swiched Neworks 2 Link/Nework Performance Measures: hroughpu and delay Link

More information

A Tool for Multi-Hour ATM Network Design considering Mixed Peer-to-Peer and Client-Server based Services

A Tool for Multi-Hour ATM Network Design considering Mixed Peer-to-Peer and Client-Server based Services A Tool for Muli-Hour ATM Nework Design considering Mied Peer-o-Peer and Clien-Server based Services Conac Auhor Name: Luis Cardoso Company / Organizaion: Porugal Telecom Inovação Complee Mailing Address:

More information

A MAC layer protocol for wireless networks with asymmetric links

A MAC layer protocol for wireless networks with asymmetric links A MAC layer proocol for wireless neworks wih asymmeric links Guoqiang Wang, Damla Turgu, Ladislau Bölöni, Yongchang Ji, Dan C. Marinescu School of Elecrical Engineering and Compuer Science, Universiy of

More information

CS422 Computer Networks

CS422 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 information

Low-Cost WLAN based. Dr. Christian Hoene. Computer Science Department, University of Tübingen, Germany

Low-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 information

Sam 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.

Sam 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 information

SREM: A Novel Multicast Routing Algorithm - Comprehensive Cost Analysis

SREM: 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 information

Chapter 8 LOCATION SERVICES

Chapter 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 information

An efficient approach to improve throughput for TCP vegas in ad hoc network

An 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 information

Test - Accredited Configuration Engineer (ACE) Exam - PAN-OS 6.0 Version

Test - 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 information

Video streaming over Vajda Tamás

Video 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 information

Scheduling. Scheduling. EDA421/DIT171 - Parallel and Distributed Real-Time Systems, Chalmers/GU, 2011/2012 Lecture #4 Updated March 16, 2012

Scheduling. 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 information

I. INTRODUCTION. Keywords -- Web Server, Perceived User Latency, HTTP, Local Measuring. interchangeably.

I. 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 information

MIC2569. Features. General Description. Applications. Typical Application. CableCARD Power Switch

MIC2569. 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 information

This is the published version of a paper presented at The 2013 IEEE International Conference on Internet of Things, Beijing, China, August 2013.

This is the published version of a paper presented at The 2013 IEEE International Conference on Internet of Things, Beijing, China, August 2013. hp://www.diva-poral.org This is he published version of a paper presened a The 2013 IEEE Inernaional Conference on Inerne of Things, Beijing, China, 20-23 Augus 2013. Ciaion for he original published paper:

More information

Simple Network Management Based on PHP and SNMP

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 information

Improving Explicit Congestion Notification with the Mark-Front Strategy

Improving Explicit Congestion Notification with the Mark-Front Strategy Improving Explici Congesion Noificaion wih he Mark-Fron Sraegy Chunlei Liu Raj Jain Deparmen of Compuer and Informaion Science Chief Technology Officer, Nayna Neworks, Inc. The Ohio Sae Universiy, Columbus,

More information

A Scheme to Reduce Packet Loss during PMIPv6 Handover considering Authentication

A 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 information

PART 1 REFERENCE INFORMATION CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONITOR

PART 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 information

The Impact of Product Development on the Lifecycle of Defects

The 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 information

Parallel and Distributed Systems for Constructive Neural Network Learning*

Parallel and Distributed Systems for Constructive Neural Network Learning* Parallel and Disribued Sysems for Consrucive Neural Nework Learning* J. Flecher Z. Obradovi School of Elecrical Engineering and Compuer Science Washingon Sae Universiy Pullman WA 99164-2752 Absrac A consrucive

More information

Distributed Task Negotiation in Modular Robots

Distributed 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 information

A time-space consistency solution for hardware-in-the-loop simulation system

A 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 information

Packet Scheduling in a Low-Latency Optical Interconnect with Electronic Buffers

Packet 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 information

Optimal Crane Scheduling

Optimal 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 information

Design Alternatives for a Thin Lens Spatial Integrator Array

Design Alternatives for a Thin Lens Spatial Integrator Array Egyp. J. Solids, Vol. (7), No. (), (004) 75 Design Alernaives for a Thin Lens Spaial Inegraor Array Hala Kamal *, Daniel V azquez and Javier Alda and E. Bernabeu Opics Deparmen. Universiy Compluense of

More information

Learning in Games via Opponent Strategy Estimation and Policy Search

Learning 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 information

Performance Evaluation of Implementing Calls Prioritization with Different Queuing Disciplines in Mobile Wireless Networks

Performance 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 information

Wireless LANs: MAC. Wireless LAN: MAC. IEEE protocol stack. Module W.lan MAC

Wireless 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 information

NEWTON S SECOND LAW OF MOTION

NEWTON S SECOND LAW OF MOTION Course and Secion Dae Names NEWTON S SECOND LAW OF MOTION The acceleraion of an objec is defined as he rae of change of elociy. If he elociy changes by an amoun in a ime, hen he aerage acceleraion during

More information

Analysis of Various Types of Bugs in the Object Oriented Java Script Language Coding

Analysis 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 information

/85/ $ IEEE

/85/ $ IEEE 174 Saged Circui Swiching MAURICIO ARANGO, HUSSEIN BADR, AND DAVID GELERNTER Absrac -Saged circui swiching (S) is a message-swiching echnique ha combines a new proocol wih new communicaion hardware. Proocol

More information

Vulnerability Evaluation of Multimedia Subsystem Based on Complex Network

Vulnerability 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 information

NRMI: Natural and Efficient Middleware

NRMI: 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 information

Packet-selective photonic add/drop multiplexer and its application to ultrahigh-speed optical data networkings in LAN and MAN

Packet-selective photonic add/drop multiplexer and its application to ultrahigh-speed optical data networkings in LAN and MAN Packe-selecive phoonic add/drop muliplexer and is applicaion o ulrahigh-speed opical daa neworkings in LAN and MAN Ken-ichi Kiayama 1) and Masayuki Muraa 2) Osaka Universiy 1) Deparmen of Elecronics and

More information

Image segmentation. Motivation. Objective. Definitions. A classification of segmentation techniques. Assumptions for thresholding

Image segmentation. Motivation. Objective. Definitions. A classification of segmentation techniques. Assumptions for thresholding Moivaion Image segmenaion Which pixels belong o he same objec in an image/video sequence? (spaial segmenaion) Which frames belong o he same video sho? (emporal segmenaion) Which frames belong o he same

More information

Evaluation and Improvement of Multicast Service in b

Evaluation 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 information

1. Function 1. Push-button interface 4g.plus. Push-button interface 4-gang plus. 2. Installation. Table of Contents

1. Function 1. Push-button interface 4g.plus. Push-button interface 4-gang plus. 2. Installation. Table of Contents Chaper 4: Binary inpus 4.6 Push-buon inerfaces Push-buon inerface Ar. no. 6708xx Push-buon inerface 2-gang plus Push-buon inerfacechaper 4:Binary inpusar. no.6708xxversion 08/054.6Push-buon inerfaces.

More information

An Efficient Delivery Scheme for Coded Caching

An 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 information

MOBILE COMPUTING. Wi-Fi 9/20/15. CSE 40814/60814 Fall Wi-Fi:

MOBILE 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 information

MOBILE COMPUTING 3/18/18. Wi-Fi IEEE. CSE 40814/60814 Spring 2018

MOBILE 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 information

Connections, displays and operating elements. 3 aux. 5 aux.

Connections, displays and operating elements. 3 aux. 5 aux. Taser PlusKapiel3:Taser3.1Taser Plus Meren2005V6280-561-0001/08 GB Connecions, displays and operaing elemens Taser Plus Arec/Anik/Trancen Operaing insrucions A 1 2 1 2 3 4 5 6 C B A B 3 aux. 7 8 9 aux.

More information

Chapter 4 Sequential Instructions

Chapter 4 Sequential Instructions Chaper 4 Sequenial Insrucions The sequenial insrucions of FBs-PLC shown in his chaper are also lised in secion 3.. Please refer o Chaper, "PLC Ladder diagram and he Coding rules of Mnemonic insrucion",

More information

A Matching Algorithm for Content-Based Image Retrieval

A 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 information

Computational Geometry in Wireless Networks - Routing. Presented by Heather M. Michaud

Computational Geometry in Wireless Networks - Routing. Presented by Heather M. Michaud Compaional Geomery in Wireless Neworks - Roing Presened by Heaher M. Michad 1 Ad Hoc Wireless Neworks No fixed pre-exising infrasrcre Nodes can be saic or mobile Assme nodes don move dring roing or opology

More information

Connections, displays and operating elements. Status LEDs (next to the keys)

Connections, displays and operating elements. Status LEDs (next to the keys) GB Connecions, displays and operaing elemens A Push-buon plus Sysem M Operaing insrucions 1 2 1 2 3 4 5 6 7 8 C B A 4 Inser he bus erminal ino he connecion of pushbuon A. 5 Inser he push-buon ino he frame.

More information

STRING DESCRIPTIONS OF DATA FOR DISPLAY*

STRING DESCRIPTIONS OF DATA FOR DISPLAY* SLAC-PUB-383 January 1968 STRING DESCRIPTIONS OF DATA FOR DISPLAY* J. E. George and W. F. Miller Compuer Science Deparmen and Sanford Linear Acceleraor Cener Sanford Universiy Sanford, California Absrac

More information

Opportunistic Flooding in Low-Duty-Cycle Wireless Sensor Networks with Unreliable Links

Opportunistic Flooding in Low-Duty-Cycle Wireless Sensor Networks with Unreliable Links 1 in Low-uy-ycle Wireless Sensor Neworks wih Unreliable Links Shuo uo, Suden Member, IEEE, Liang He, Member, IEEE, Yu u, Member, IEEE, o Jiang, Suden Member, IEEE, and Tian He, Member, IEEE bsrac looding

More information

Communication Networks

Communication 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 information

Probabilistic Detection and Tracking of Motion Discontinuities

Probabilistic Detection and Tracking of Motion Discontinuities Probabilisic Deecion and Tracking of Moion Disconinuiies Michael J. Black David J. Flee Xerox Palo Alo Research Cener 3333 Coyoe Hill Road Palo Alo, CA 94304 fblack,fleeg@parc.xerox.com hp://www.parc.xerox.com/fblack,fleeg/

More information

STEREO PLANE MATCHING TECHNIQUE

STEREO 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 information

Definition and examples of time series

Definition and examples of time series Definiion and examples of ime series A ime series is a sequence of daa poins being recorded a specific imes. Formally, le,,p be a probabiliy space, and T an index se. A real valued sochasic process is

More information

CAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL

CAMERA 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 information

Spline Curves. Color Interpolation. Normal Interpolation. Last Time? Today. glshademodel (GL_SMOOTH); Adjacency Data Structures. Mesh Simplification

Spline Curves. Color Interpolation. Normal Interpolation. Last Time? Today. glshademodel (GL_SMOOTH); Adjacency Data Structures. Mesh Simplification Las Time? Adjacency Daa Srucures Spline Curves Geomeric & opologic informaion Dynamic allocaion Efficiency of access Mesh Simplificaion edge collapse/verex spli geomorphs progressive ransmission view-dependen

More information

LOW-VELOCITY IMPACT LOCALIZATION OF THE COMPOSITE TUBE USING A NORMALIZED CROSS-CORRELATION METHOD

LOW-VELOCITY IMPACT LOCALIZATION OF THE COMPOSITE TUBE USING A NORMALIZED CROSS-CORRELATION METHOD 21 s Inernaional Conference on Composie Maerials Xi an, 20-25 h Augus 2017 LOW-VELOCITY IMPACT LOCALIZATION OF THE COMPOSITE TUBE USING A NORMALIZED CROSS-CORRELATION METHOD Hyunseok Kwon 1, Yurim Park

More information

EECS 487: Interactive Computer Graphics

EECS 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 information

Improved TLD Algorithm for Face Tracking

Improved TLD Algorithm for Face Tracking Absrac Improved TLD Algorihm for Face Tracking Huimin Li a, Chaojing Yu b and Jing Chen c Chongqing Universiy of Poss and Telecommunicaions, Chongqing 400065, China a li.huimin666@163.com, b 15023299065@163.com,

More information

source managemen, naming, proecion, and service provisions. This paper concenraes on he basic processor scheduling aspecs of resource managemen. 2 The

source 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 information

Locating Internet Bottlenecks: Algorithms, Measurements, and Implications

Locating Internet Bottlenecks: Algorithms, Measurements, and Implications Locaing Inerne Bolenecks: Algorihms, Measuremens, and Implicaions Ningning Hu Li (Erran) Li Zhuoing Morley Mao Carnegie Mellon Universiy Bell Laboraories Universiy of Michigan hnn@cs.cmu.edu erranlli@bell-labs.com

More information

MoBAN: A Configurable Mobility Model for Wireless Body Area Networks

MoBAN: A Configurable Mobility Model for Wireless Body Area Networks MoBAN: A Configurable Mobiliy Model for Wireless Body Area Neworks Majid Nabi 1, Marc Geilen 1, Twan Basen 1,2 1 Deparmen of Elecrical Engineering, Eindhoven Universiy of Technology, he Neherlands 2 Embedded

More information

Future Generation Computer Systems. Self-healing network for scalable fault-tolerant runtime environments

Future Generation Computer Systems. Self-healing network for scalable fault-tolerant runtime environments Fuure Generaion Compuer Sysems 26 (2010) 479 485 Conens liss available a ScienceDirec Fuure Generaion Compuer Sysems journal homepage: www.elsevier.com/locae/fgcs Self-healing nework for scalable faul-oleran

More information

IROS 2015 Workshop on On-line decision-making in multi-robot coordination (DEMUR 15)

IROS 2015 Workshop on On-line decision-making in multi-robot coordination (DEMUR 15) IROS 2015 Workshop on On-line decision-making in muli-robo coordinaion () OPTIMIZATION-BASED COOPERATIVE MULTI-ROBOT TARGET TRACKING WITH REASONING ABOUT OCCLUSIONS KAROL HAUSMAN a,, GREGORY KAHN b, SACHIN

More information

Towards a Realistic Model for Failure Propagation in Interdependent Networks

Towards 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 information

Difficulty-aware Hybrid Search in Peer-to-Peer Networks

Difficulty-aware Hybrid Search in Peer-to-Peer Networks Difficuly-aware Hybrid Search in Peer-o-Peer Neworks Hanhua Chen, Hai Jin, Yunhao Liu, Lionel M. Ni School of Compuer Science and Technology Huazhong Univ. of Science and Technology {chenhanhua, hjin}@hus.edu.cn

More information

M(t)/M/1 Queueing System with Sinusoidal Arrival Rate

M(t)/M/1 Queueing System with Sinusoidal Arrival Rate 20 TUTA/IOE/PCU Journal of he Insiue of Engineering, 205, (): 20-27 TUTA/IOE/PCU Prined in Nepal M()/M/ Queueing Sysem wih Sinusoidal Arrival Rae A.P. Pan, R.P. Ghimire 2 Deparmen of Mahemaics, Tri-Chandra

More information

Web System for the Remote Control and Execution of an IEC Application

Web 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 information

Accelerating Call Route Query of Multi-domain SIP System via P2P GONG Jing, SHEN Qing-guo, SHEN Huan-sheng

Accelerating 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 information

An Experimental QoS Manager Implementation

An 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 information

Protecting User Privacy in a Multi-Path Information-Centric Network Using Multiple Random-Caches

Protecting 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 information

SEINA: A Stealthy and Effective Internal Attack in Hadoop Systems

SEINA: 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 information

Performance Characterisation of the MCNS DOCSIS 1.0 CATV Protocol with Prioritised First Come First Served Scheduling

Performance Characterisation of the MCNS DOCSIS 1.0 CATV Protocol with Prioritised First Come First Served Scheduling 1 Performance Characerisaion of he MCNS OCSIS 1.0 CTV Proocol wih Prioriised Firs Come Firs Served Scheduling V.Sdralia, C.Smyhe, P.Tzerefos, S.Cvekovic bsrac The Mulimedia Cable Neworks Sysems (MCNS)

More information

CENG 477 Introduction to Computer Graphics. Modeling Transformations

CENG 477 Introduction to Computer Graphics. Modeling Transformations CENG 477 Inroducion o Compuer Graphics Modeling Transformaions Modeling Transformaions Model coordinaes o World coordinaes: Model coordinaes: All shapes wih heir local coordinaes and sies. world World

More information

User Adjustable Process Scheduling Mechanism for a Multiprocessor Embedded System

User 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 information

4.1 3D GEOMETRIC TRANSFORMATIONS

4.1 3D GEOMETRIC TRANSFORMATIONS MODULE IV MCA - 3 COMPUTER GRAPHICS ADMN 29- Dep. of Compuer Science And Applicaions, SJCET, Palai 94 4. 3D GEOMETRIC TRANSFORMATIONS Mehods for geomeric ransformaions and objec modeling in hree dimensions

More information

Point Cloud Representation of 3D Shape for Laser- Plasma Scanning 3D Display

Point Cloud Representation of 3D Shape for Laser- Plasma Scanning 3D Display Poin Cloud Represenaion of 3D Shape for Laser- Plasma Scanning 3D Displa Hiroo Ishikawa and Hideo Saio Keio Universi E-mail {hiroo, saio}@ozawa.ics.keio.ac.jp Absrac- In his paper, a mehod of represening

More information

LHP: An end-to-end reliable transport protocol over wireless data networks

LHP: An end-to-end reliable transport protocol over wireless data networks LHP: An end-o-end reliable ranspor proocol over wireless daa neworks Xia Gao, Suhas N. Diggavi, S. Muhukrishnan Absrac The nex generaion wireless neworks are posied o suppor large scale daa applicaions.

More information

A Routing Algorithm for Flip-Chip Design

A Routing Algorithm for Flip-Chip Design A Rouing Algorihm for Flip-hip Design Jia-Wei Fang, I-Jye Lin, and Yao-Wen hang, Graduae Insiue of Elecronics Engineering, Naional Taiwan Universiy, Taipei Deparmen of Elecrical Engineering, Naional Taiwan

More information

Quantitative macro models feature an infinite number of periods A more realistic (?) view of time

Quantitative macro models feature an infinite number of periods A more realistic (?) view of time INFINIE-HORIZON CONSUMPION-SAVINGS MODEL SEPEMBER, Inroducion BASICS Quaniaive macro models feaure an infinie number of periods A more realisic (?) view of ime Infinie number of periods A meaphor for many

More information

Ins Net2 plus control unit

Ins Net2 plus control unit S ns 0 Server Link 00 0/00 Eherne End of Line Terminaion RS485 Nework xi -4V. Ins-30080 Ne plus conrol uni C auion: For DC readers y Inruder Ne plus O u pus r Powe DC Only Relay C onac E Buo n P SU/ Page

More information

Who Thinks Who Knows Who? Socio-cognitive Analysis of Networks. Technical Report

Who 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 information

Improving Ranking of Search Engines Results Based on Power Links

Improving Ranking of Search Engines Results Based on Power Links IPASJ Inernaional Journal of Informaion Technology (IIJIT) Web Sie: hp://www.ipasj.org/iijit/iijit.hm A Publisher for Research Moivaion... Email: edioriiji@ipasj.org Volume 2, Issue 9, Sepember 2014 ISSN

More information

Reinforcement Learning by Policy Improvement. Making Use of Experiences of The Other Tasks. Hajime Kimura and Shigenobu Kobayashi

Reinforcement Learning by Policy Improvement. Making Use of Experiences of The Other Tasks. Hajime Kimura and Shigenobu Kobayashi Reinforcemen Learning by Policy Improvemen Making Use of Experiences of The Oher Tasks Hajime Kimura and Shigenobu Kobayashi Tokyo Insiue of Technology, JAPAN genfe.dis.iech.ac.jp, kobayasidis.iech.ac.jp

More information