Secure Election Infrastructures Based on IPv6 Clouds

Size: px
Start display at page:

Download "Secure Election Infrastructures Based on IPv6 Clouds"

Transcription

1 Secure Elecion Infrasrucures Based on IPv6 Clouds Firs IPv6-only OpenSack Cloud used o deliver producion services is de-ployed by Nephos6, Cikomm and SnT-Universiy of Luxembourg. Laif Ladid, Presiden, IPv6 Forum; Research Fellow and Gabriela Gheorghe, Researcher, SnT, Universiy of Luxembourg discuss Why? IPv6 iself enables addressabiliy and hus helps endo-end conneciviy, when i comes o many heerogeneous compuing resources (for example, mobile devices and Inerne of Things). Cloud sysems help reduce spending on infrasrucure, improve accessibiliy, and enable scaling. Cloud sofware o deploy and manage flees of virual resources is already available, eiher proprieary or opensource; his echnology is already offering managemen feaures ha nework adminisraors were only dreaming abou before. Togeher, cloud and IPv6 make sense ogeher be-cause he resources ha IPv6 can access, can be virualised in he cloud and conrolled remoely. Laif Ladid, IPv6 Forum Presiden During he 2014 elecions in Germany, a producion ready, IPv6-based Opensack Cloud esablished a he Universiy of Luxembourg successfully delivered elecion resuls o German voers, a World Firs o pioneer he fuure of he open world of cloud compuing! said Laif Ladid, Presiden, IPv6 Forum and Research Fellow a he Universiy of Luxembourg. Cloud and IPv6 make sense ogeher For public adminisraions engaged in building fuure-proof infrasrucures, IPv6 and cloud sysems managed in-house are worh o consider ogeher. Boh cloud infrasrucures and IPv6 are echnologies of he presen and i is ime o make hem par of he fuure. Elecion pilo based on an IPv6-enabled cloud The Universiy of Luxembourg (UL) hosed he firs IPv6-only cloud in a producion environmen, in cooperaion wih Cikomm and Nephos6. This cloud sysem served he May 2014 elecions in Germany for he Cikomm cusomers, and successfully served 5% of he requess of all he ciizens accessing he elecion resuls presened here. The service showcased by his pilo is he presenaion of he elecion websie. Throughou he elecion days, ciizens of various municipaliies in Norh-Rhine Wesfalia could access he curren voing coun on a Cikomm-hosed websie (hp://wahlen.cikomm.de/). The backend webserver for his websie has radiionally been IPv4-only, and wih his pilo we showcased wo novelies a he same ime: IPv6 enablemen of websie needed especially by hose ciizens accessing i from machines ha are IPv6 enabled; 28 InerComms

2 DEVELOPMENT NEW SERVICE DELIVERY Cloud compuing assurance (availabiliy, resilience, scalabiliy, securiy) when i comes o handling large amouns of user raffic. The pilo achieved is purpose fully. I employed an open-source cloud disribuion, OpenSack Havana, ha was adaped in-house o suppor IPv6, as naive IPv6 suppor is no ye official. The pilo has passed an inensive esing phase ha covered heavy load generaion and handling. During he es and producion phase, he pilo was subjec o exensive QoS monioring and performance daa collecion. The pilo gahered ogeher a number of presenaion servers on he Cikomm sie, and wo ohers on he Luxembourg sie. This is shown in figure 1 below. The firs figure shows how resources from differen locaions (one is QSC, he oher is he Luxembourg sie) were inegraed ogeher under he same cikomm.de domain. The QSC resources are all IPv4-only, while he Luxembourg ones were addressable only via IPv6. Figure 2 below shows he deploymen a he UL sie in more deails: on 4 physical servers (of which one is a cloud conroller and he oher 3 are cloud nodes) here are a number of virual resources in he cloud. These resources are virual machines: images of complee operaing sysem and applicaions running on op of i. These virual resources are managed inernally by he cloud operaing sysem OpenSack in his case and are siuaed in he same nework segmen in he universiy nework, proeced by a firewall. Transiion o IPv6 The ransiion o IPv6 can be of he applicaion o be virualized and deployed in he cloud, on he secropensack sysem iself. In our case, he applicaion o be run in he cloud was Figure 2 he presenaion websie. This was HTML code and hence was independen of he IP proocol undersood by he browser. The inegraion of IPv6 in OpenSack is no ye officially achieved in he open-source communiy. A UL, he OpenSack Havana esbed has been pached for full IPv6 suppor wih he help from Nephos6, an IT company based in Raleigh, USA. All deails of he pach can be found in a previously published whiepaper (hp:// pdf/opensack-havana-on-ipv6.pdf) and hey cover he address assignmen, and some rouing issues in OpenSack. The pach is relaively easy o deploy and, once insalled, i is possible o launch virual machines wih naive IPv6 addresses. The pach will be officially inegraed in he nex version of he OpenSack sofware. When virual machines can have IPv6 addresses, hey can be accessible direcly, wihou any need for inermediae (proxy) configuraions, by boh users and nework adminisraors. In oher words, everyhing ha is se up wihin hese virual machines becomes immediaely accessible o everybody. Think of a virual machine as a virual compuer, where any applicaion can run o serve user, and communicae wih oher virual machines o achieve a common purpose. Complex infrasrucure monioring a your fingerips As ypical cloud-based sofware goes, OpenSack gives a very granular way o manage virualized resources. Virual resources in his scenario hos he webserver of he elecion resuls websie, and here hey are virual machines wih a Linux operaing sysem on op. Some of he managemen feaures offered by OpenSack for virual machines cover: Virual machines can be swiched on, off, can be paused, can be replicaed a various saes in heir lifecycle, Virual machines can be firewalled in differen ways from he OpenSack dashboard, Virual machines can change nework configuraions (one-by-one or in groups). For example, machine insances can be assigned differen virual IPv4 or IPv6 addresses, Virual machines can be moniored individually or in groups a hypervisor level, Virual machines can be made o execue scrip acions a booup, Virual machines can be migraed from one physical hos o anoher, wihou losing sae. Figure 1 29 InerComms InerComms 29

3 Figure 3 shows one view from he OpenSack dashboard he conrol room of he cloud from where he cloud adminisraor can visualize he exising resources, une hem, or change various parameers of he infrasrucure. These feaures are included in he ou-of-he-box OpenSack sofware. Therefore, wih cloud feaures, e-governmen infrasrucures can be managed beer han ever before: he adminisraor can access virual resources, baremeal sysem and nework informaion a any ime and a differen levels of granulariy (virual machines, virualizaion level, hardware moniors on he physical machines on which he virual resources reside), scaling (up or down) of resources can be achieved a runime wih he press of a buon, since elasiciy is one of he main feaures of cloud sysems, and is implemened in OpenSack as is, essenial informaion in he area of runime QoS monioring and assurance. As a proof of concep, UL has experimened on he monioring feaures ha already exis and ha can be added on op of his cloud disribuion. This work was done ogeher wih Cikomm and Nephos6. We have insrumened he ypical OpenSack monioring so ha an e-governmen infrasrucure adminisraor can be offered more informaion abou he disribued sysem in a cenralized way. In his work, and in he following figures, we have used Sonar, a Nephos6 Service Assurance ool. During he acual elecions, we moniored he enduser experience from several locaions in Europe and in he US. We measured HTTP response ime hroughou he elecion day for all virual resources ha users could access (one single URL could direc end-users o he UL infrasrucure when he connecion was over IPv6), and correlaed his ime wih some informaion from wihin he UL deploymen. This approach is useful for several main reasons: firs, he adminisraor can have a concree idea of he user-side experience of he applicaion running on op of he virualized infrasrucure. This can be seen in figure 4, showing he user-side experience of he Cikomm URL hp://wahlen.cikomm.de/ during he elecion on he 25h of May, beween 8pm and 9:45pm. Second, he adminisraion can compare user experience from differen locaions. Figure 5 shows how, in our proof of concep, he adminisraor can experience a cloud dashboard: a map of Europe wih he marks for where he monioring scrips are deployed, and a diagram showing he performance experienced from he differen locaions when accessing he resource in he cloud (in his case, he elecions websie a he URL indicaed above). This informaion can provide hins abou poenial problems (e.g., i is likely a nework problem if he user experience Figure 3 Figure 4 30 InerComms

4 Figure 5 is bad from some locaions, while i can be a server-side problem if he user experience is bad from all locaions). For example, in he figure below he red line, corresponding o he Gen6 OpenSack locally-deployed measuremen scrip, has a much beer performance han he oher wo, which are subjec o nework delays associaed wih heir locaion. Third, he adminisraor can ac on he observed issues, wheher by invesigaing a he server-side, or by moving resources from one virual/physical nework o anoher, or by saring up new resources. These possibiliies are no available in radiional neworks. In our proof of concep, we could visualize differen ypes of monioring daa in he same dashboard: HTTP daa and ping, for he applicaion running on op of he cloud infrasrucure, Daa repored by monioring ools such as Munin, ha look a disk, CPU and nework operaions when virual machines run, Physical infrasrucure daa (he physical machines on which he virual resources are running) ha is gahered and repored by a service wihin OpenSack called Ceilomeer, which is in charge of reporing sysem saisics. This rich palee of daa is exremely useful for he infrasrucure adminisraor, as i can be used for roo-case analysis and miigaion in case here is an infrasrucure inciden. Moreover, wih muliple virual resources addressable by IPv6, he roubleshooing process is becoming easier because addressing is now sraighforward: every virual machine can be direcly accessed and queried. Wih radiional IP addresses, he adminisraor had a much harder ime o configure NAT and firewalls on individual middleboxes in he infrasrucure. Securiy consideraions Securiy requiremens of he elecion infrasrucure in our experimen cover several aspecs: Firewalling over he physical and virual resources, o preven unauhorized access a nework level. Even hough IPv6 eliminaes NATs, he need for a correcly configured firewall is jus as dire when using IPv6 as when using IPv4, Access conrols when i comes o accessing he virual resources (e.g., he websie and is up-daes, he backend connecion, log daa backups), Resource exhausion deecion / prevenion are paricularly needed in a cloud conex in which illegiimaely demanding resources can exhaus he physical capabiliies, because he cloud s inner elasiciy mechanisms would be riggered easily, Securiy monioring and esing, which are pars of common securiy and reliabiliy pracices. Firewalling in OpenSack can be done from he main adminisraor dashboard, he Securiy groups seings ab. Figure 6 shows how an adminisraor can view and edi securiy group rules for virual machines and se consrains on he inbound and oubound raffic on IP level and above. Advanced access conrols for auhenicaion and auhorizaion are available in OpenSack s command line inerface. OpenSack s ideniy service can be conneced wih an LDAP server, exernal muli-facor auhenicaion services or Kerberos sysems. A super-adminisraor can creae accouns and associae permissions o wha OpenSack calls enans isolaed projecs (i.e., ses of virual resources managed by a single adminisraor) in he cloud. Tenans are subjec o quoa conrols (e.g., number of virual machines hey can launch, number of processor cores hey can occupy, IP address space hey can use, disk space, ec). Tenans resric, herefore, a user s access o cerain virual resources; access key pairs for resources are available per user, bu, as he OpenSack manual menioned, quoas conrol resource InerComms 31

5 Figure 6 consumpion of each enan across hardware resources, o ensure enan isolaion. Advanced logging and monioring feaures o view user aciviy are also available. For cloud enans such as elecion esbeds, resource exhausion evens can be highly damaging because hey affec he elecion websie and hence ciizens will no longer be able o access i. The enan-based design ha comes naively wih OpenSack can isolae damage from one enan o anoher, hence he spreading of he problem is limied o he physical resources ha he paricular enan is using. Neverheless, exhausing resources wihin a enan says problemaic, and ha is usually brough by Denial of Service (DoS) aacks. In he elecion scenario, UL has been considering how analyics on monioring daa can be used o enable reliabiliy and sysem securiy in he face of DoS aacks. In our approach, by periodically probing he elecion websie i can be inferred if he websie is accessible from all virual sies; if ha is no working as expeced (e.g., response ime wihin a given ime hreshold), i is possible o infer, by disribued monioring, wha resources are underperforming. There are several ways o reac o his siuaion: spawn new resources on he fly and reroue raffic here, migrae virual machines o differen physical hoss, resar virual machines. OpenSack makes i easy and painless o perform such reacions, depending on he siuaion a hand. Conclusions from his GEN6 pilo Wih his experimen, we have shown ha exising e-governmen services can be enabled wih IPv6 and ha open-source cloud disribuions can successfully face real-world requiremens for he public secor. Moreover, our proof of concep shows ha i is possible o inegrae cloud-based services ino a real infrasrucure and add o is scalabiliy, and wih OpenSack hose operaions are now a realiy. The resuling sysem, wih a mix of physical and virual resources working ogeher, can successfully handle real-world peak load, and boh IPv4 and IPv6 "islands" can co-exis in he same infrasrucure and bring added value. In all, we have shown ha i is possible o build fuure proof infrasrucures wih boh IPv6 and cloud echnologies. For more informaion visi: Furher resources OpenSack Adminisraor s Guide: hp://docs.opensack.org/admin-guide-cloud/conen/ch_preface.hml OpenSack Securiy Guide, hp://docs.opensack.org/securiy-guide/securiy-guide.pdf Press release on Cikomm-UL-Nephos6 elecion cloud esbed, hp:// Cikomm video-repor on he May 25h 2014 elecion (in German), hp:// 32 InerComms

t Thick,intelligent,or thin access points? t WLAN switch or no WLAN switch? t WLAN appliance with 3rd party APs?

t Thick,intelligent,or thin access points? t WLAN switch or no WLAN switch? t WLAN appliance with 3rd party APs? IRONPOINT-FES IronPoin-FES Wireless Soluion IronPoin Benefis Mos Flexible WiFi Archiecure Leading Sandards-based Securiy Enerprise-class Mobiliy Advanced AP Funcionaliy Cenralized Managemen (wired & wireless)

More information

PolicyCore. Putting Innovation and Customer Service at the Core of Your Policy Administration and Underwriting

PolicyCore. Putting Innovation and Customer Service at the Core of Your Policy Administration and Underwriting PolicyCore Puing Innovaion and Cusomer Service a he Core of Your Policy Adminisraion and Underwriing As new echnologies emerge and cusomer expecaions escalae, P&C insurers are seeing opporuniies o grow

More information

Performance Center Overview. Performance Center Overview 1

Performance Center Overview. Performance Center Overview 1 Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener

More information

Task is a schedulable entity, i.e., a thread

Task is a schedulable entity, i.e., a thread Real-Time Scheduling Sysem Model Task is a schedulable eniy, i.e., a hread Time consrains of periodic ask T: - s: saring poin - e: processing ime of T - d: deadline of T - p: period of T Periodic ask T

More information

ClaimCore. Putting Customers at the Core of Your Claims Processes. Integrated Customer Database. R es y me. Ad j u d ic ati o n

ClaimCore. Putting Customers at the Core of Your Claims Processes. Integrated Customer Database. R es y me. Ad j u d ic ati o n ClaimCore for Benefis Overview Feaures & Benefis The Core Suie Technology Services/Educaion Conac Us ClaimCore Puing Cusomers a he Core of Your Claims Processes Handle growh wih a rules-based, cusomer-focused

More information

Automatic measurement and detection of GSM interferences

Automatic measurement and detection of GSM interferences Auomaic measuremen and deecion of GSM inerferences Poor speech qualiy and dropped calls in GSM neworks may be caused by inerferences as a resul of high raffic load. The radio nework analyzers from Rohde

More information

Model-Based Monitoring in Large-Scale Distributed Systems

Model-Based Monitoring in Large-Scale Distributed Systems Model-Based Monioring in Large-Scale Disribued Sysems Diploma Thesis Carsen Reimann Chemniz Universiy of Technology Faculy of Compuer Science Operaing Sysem Group Advisors: Prof. Dr. Winfried Kalfa Dr.

More information

Advanced Traffic Routing as Part of the USA Intelligent Telecommunications Network

Advanced Traffic Routing as Part of the USA Intelligent Telecommunications Network Advanced Traffic Rouing as Par of he USA Inelligen Telecommunicaions Nework Edmund P. GOULD Bell Communicaions Research 435 Souh Sree Morrisown, New Jersey 07960 The USA Telecommunicaions Nework is evolving

More information

Distributing Human Resources among Software Development Projects 1

Distributing Human Resources among Software Development Projects 1 Disribuing Human Resources among Sofware Developmen Proecs Macario Polo, María Dolores Maeos, Mario Piaini and rancisco Ruiz Summary This paper presens a mehod for esimaing he disribuion of human resources

More information

System Performance Improvement By Server Virtualization

System Performance Improvement By Server Virtualization Sysem Performance Improvemen By Server Virualizaion Hioshi Ueno, Tomohide Hasegawa, and Keiichi Yoshihama Absrac Wih he advance of semiconducor echnology, microprocessors become highly inegraed and herefore

More information

DDoS Attacks Detection Model and its Application

DDoS Attacks Detection Model and its Application DDoS Aacks Deecion Model and is Applicaion 1, MUHAI LI, 1 MING LI, XIUYING JIANG 1 School of Informaion Science & Technology Eas China Normal Universiy No. 500, Dong-Chuan Road, Shanghai 0041, PR. China

More information

Private Cloud Computing for Enterprises: Meet the Demands of High Utilization and Rapid Change

Private Cloud Computing for Enterprises: Meet the Demands of High Utilization and Rapid Change Privae Cloud Compuing for Enerprises: Mee he Demands of High Uilizaion and Rapid Change Wha You Will Learn Enerprise daa ceners are faced wih a criical challenge: The number of applicaions and amoun of

More information

Trends in TCP/IP Retransmissions and Resets

Trends in TCP/IP Retransmissions and Resets Trends in TCP/IP Reransmissions and Reses Absrac Concordia Chen, Mrunal Mangrulkar, Naomi Ramos, and Mahaswea Sarkar {cychen, mkulkarn, msarkar,naramos}@cs.ucsd.edu As he Inerne grows larger, measuring

More information

The Journey. Roadmaps. 2 Architecture. 3 Innovation. Smart City

The Journey. Roadmaps. 2 Architecture. 3 Innovation. Smart City The Journe 1 Roadmaps 2 Archiecure 3 Innovaion Uili Mobili Living Enr Poins o a Grid Journe Sraeg COMM projec Evoluion no Revoluion IT Concerns Daa Mgm Inegraion Archiecure Analics Regulaor Analics Disribued

More information

Towards Intrusion Detection in Wireless Sensor Networks

Towards Intrusion Detection in Wireless Sensor Networks Towards Inrusion Deecion in Wireless Sensor Neworks Kroniris Ioannis, Tassos Dimiriou and Felix C. Freiling Ahens Informaion Technology, 19002 Peania, Ahens, Greece Email: {ikro,dim}@ai.edu.gr Deparmen

More information

Efficient big data processing strategy based on Hadoop for electronic commerce logistics

Efficient big data processing strategy based on Hadoop for electronic commerce logistics Absrac Efficien big daa processing sraegy based on Hadoop for elecronic commerce logisics Jiaojin Ci Insiue of Economy and Managemen, Nanyang Normal Universiy,Nanyang, 473061, China Corresponding auhor

More information

Multiprocessor Systems-on-Chips

Multiprocessor Systems-on-Chips Par of: Muliprocessor Sysems-on-Chips Edied by: Ahmed Amine Jerraya and Wayne Wolf Morgan Kaufmann Publishers, 2005 2 Modeling Shared Resources Conex swiching implies overhead. On a processing elemen,

More information

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results:

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results: For more informaion on geneics and on Rheumaoid Arhriis: Published work referred o in he resuls: The geneics revoluion and he assaul on rheumaoid arhriis. A review by Michael Seldin, Crisopher Amos, Ryk

More information

How To Optimize Time For A Service In 4G Nework

How To Optimize Time For A Service In 4G Nework Process Opimizaion Time for a Service in 4G Nework by SNMP Monioring and IAAS Cloud Compuing Yassine El Mahoi Laboraory of Compuer Science, Operaions Research and Applied Saisics. Téouan, Morocco Souad

More information

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were

More information

For individuals, we provide peace-of-mind by physically recovering stolen computers and remotely deleting sensitive files from them.

For individuals, we provide peace-of-mind by physically recovering stolen computers and remotely deleting sensitive files from them. www.absolue.com COMPANY OVERVIEW Absolue Sofware is he indusry sandard for persisen endpoin securiy and managemen soluions for compuers, lapops and ulra-porable devices. As IT securiy and managemen requiremens

More information

TSG-RAN Working Group 1 (Radio Layer 1) meeting #3 Nynashamn, Sweden 22 nd 26 th March 1999

TSG-RAN Working Group 1 (Radio Layer 1) meeting #3 Nynashamn, Sweden 22 nd 26 th March 1999 TSG-RAN Working Group 1 (Radio Layer 1) meeing #3 Nynashamn, Sweden 22 nd 26 h March 1999 RAN TSGW1#3(99)196 Agenda Iem: 9.1 Source: Tile: Documen for: Moorola Macro-diversiy for he PRACH Discussion/Decision

More information

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand 36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,

More information

The Grantor Retained Annuity Trust (GRAT)

The Grantor Retained Annuity Trust (GRAT) WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business

More information

Information Systems for Business Integration: ERP Systems

Information Systems for Business Integration: ERP Systems Informaion Sysems for Business Inegraion: ERP Sysems (December 3, 2012) BUS3500 - Abdou Illia, Fall 2012 1 LEARNING GOALS Explain he difference beween horizonal and verical business inegraion. Describe

More information

Ecotopia: An Ecological Framework for Change Management in Distributed Systems

Ecotopia: An Ecological Framework for Change Management in Distributed Systems Ecoopia: An Ecological Framework for Change Managemen in Disribued Sysems Tudor Dumiraş 1, Daniela Roşu 2, Asi Dan 2, and Priya Narasimhan 1 1 ECE Deparmen, Carnegie Mellon Universiy, Pisburgh, PA 15213,

More information

The Complete VoIP Telecom Service Provider The Evolution of a SIP Trunking Provider

The Complete VoIP Telecom Service Provider The Evolution of a SIP Trunking Provider The Complee VoIP Telecom Service Provider The Evoluion of a SIP Trunking Provider By: Sean Rivers Direcor of Technology parner Assurance 1 Agenda Who is Bandwidh.com Today Before VoIP The Addiion of VoIP

More information

The Architecture of a Churn Prediction System Based on Stream Mining

The Architecture of a Churn Prediction System Based on Stream Mining The Archiecure of a Churn Predicion Sysem Based on Sream Mining Borja Balle a, Bernardino Casas a, Alex Caarineu a, Ricard Gavaldà a, David Manzano-Macho b a Universia Poliècnica de Caalunya - BarcelonaTech.

More information

This is the author s version of a work that was submitted/accepted for publication in the following source:

This is the author s version of a work that was submitted/accepted for publication in the following source: This is he auhor s version of a work ha was submied/acceped for publicaion in he following source: Debnah, Ashim Kumar & Chin, Hoong Chor (2006) Analysis of marine conflics. In Proceedings of he 19h KKCNN

More information

Building an E- Commerce Strategy for the Office Equipment and Printer Marketplace. CAPt CAP VENTURES

Building an E- Commerce Strategy for the Office Equipment and Printer Marketplace. CAPt CAP VENTURES Building an E- Commerce Sraegy for he Office Equipmen and Priner Markeplace The Inerne is creaing a revoluion in he disribuion of office equipmen. New conceps and business models abound, and i seems cerain

More information

Ecological Scheduling Decision Support System Based on RIA and Cloud Computing on the YaLong River Cascade Project

Ecological Scheduling Decision Support System Based on RIA and Cloud Computing on the YaLong River Cascade Project 2012 4h Inernaional Conference on Signal Processing Sysems (ICSPS 2012) IPCSIT vol. 58 (2012) (2012) IACSIT Press, Singapore DOI: 10.7763/IPCSIT.2012.V58.31 Ecological Scheduling Decision Suppor Sysem

More information

OPERATION MANUAL. Indoor unit for air to water heat pump system and options EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1

OPERATION MANUAL. Indoor unit for air to water heat pump system and options EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1 OPERAION MANUAL Indoor uni for air o waer hea pump sysem and opions EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1 EKHBRD011ABY1 EKHBRD014ABY1 EKHBRD016ABY1 EKHBRD011ACV1 EKHBRD014ACV1 EKHBRD016ACV1 EKHBRD011ACY1

More information

CRISES AND THE FLEXIBLE PRICE MONETARY MODEL. Sarantis Kalyvitis

CRISES AND THE FLEXIBLE PRICE MONETARY MODEL. Sarantis Kalyvitis CRISES AND THE FLEXIBLE PRICE MONETARY MODEL Saranis Kalyviis Currency Crises In fixed exchange rae regimes, counries rarely abandon he regime volunarily. In mos cases, raders (or speculaors) exchange

More information

PSI 9000 2U Series. Programmable DC Power Supplies. 1000 W to 3000 W THE POWER TEST EXPERTS. www.inteproate.com

PSI 9000 2U Series. Programmable DC Power Supplies. 1000 W to 3000 W THE POWER TEST EXPERTS. www.inteproate.com PSI 9000 2U Series 1000 W o 3000 W Programmable DC Power Supplies THE POWER TEST EXPERTS PSI 9000 2U Series 1000 W o 3000 W Produc Overview PSI 9000 2U The PSI 9000 Series of high performance programmable

More information

SELF-EVALUATION FOR VIDEO TRACKING SYSTEMS

SELF-EVALUATION FOR VIDEO TRACKING SYSTEMS SELF-EVALUATION FOR VIDEO TRACKING SYSTEMS Hao Wu and Qinfen Zheng Cenre for Auomaion Research Dep. of Elecrical and Compuer Engineering Universiy of Maryland, College Park, MD-20742 {wh2003, qinfen}@cfar.umd.edu

More information

Research and Development for Critical Infrastructure Protection. John Davis Commissioner

Research and Development for Critical Infrastructure Protection. John Davis Commissioner Research and Developmen for Criical Infrasrucure Proecion John Davis Commissioner R&D Issue for Criical Infrasrucure Proecion Wha should be done? Wha invesmen is needed? Who should do i? Wha is he proper

More information

Software Project Management tools: A Comparative Analysis

Software Project Management tools: A Comparative Analysis Sofware Projec Managemen ools: A Comparaive Analysis Mrs. Sonali Nemade Pad.Dr.D.Y.Pail A.C.S. College, Pimpri (India) sonali_namade@yahoo.co.in Mrs. Madhuri.A. Darekar Pad.Dr.D.Y.Pail A.C.S. College,

More information

Automated Allocation of ESA Ground Station Network Services

Automated Allocation of ESA Ground Station Network Services Auomaed Allocaion of ESA Ground Saion Nework Services Sylvain Damiani (), Holger Dreihahn (), Jörg Noll (), Marc Niézee (), and Gian Paolo Calzolari () () VEGA, Aerospace Division Rober Bosch Sraße 7,

More information

Load Prediction Using Hybrid Model for Computational Grid

Load Prediction Using Hybrid Model for Computational Grid Load Predicion Using Hybrid Model for Compuaional Grid Yongwei Wu, Yulai Yuan, Guangwen Yang 3, Weimin Zheng 4 Deparmen of Compuer Science and Technology, Tsinghua Universiy, Beijing 00084, China, 3, 4

More information

Task-Execution Scheduling Schemes for Network Measurement and Monitoring

Task-Execution Scheduling Schemes for Network Measurement and Monitoring Task-Execuion Scheduling Schemes for Nework Measuremen and Monioring Zhen Qin, Robero Rojas-Cessa, and Nirwan Ansari Deparmen of Elecrical and Compuer Engineering New Jersey Insiue of Technology Universiy

More information

Activity-Based Scheduling of IT Changes

Activity-Based Scheduling of IT Changes Aciviy-Based Scheduling of IT Changes David Trasour, Maher Rahmoun Claudio Barolini Trused Sysems Laboraory HP Laboraories Brisol HPL-2007-03 July 3, 2007* ITIL, change managemen, scheduling Change managemen

More information

Chapter 8: Regression with Lagged Explanatory Variables

Chapter 8: Regression with Lagged Explanatory Variables Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One

More information

SERVERIRON LINK BALANCER

SERVERIRON LINK BALANCER SERVERIRON LINK BALANCER Maximizing Enerprise Inerne Access Highlighs Efficien load balancing over muliple Inerne links o increase bandwidh uilizaion Reduce cos for Inerne service by increasing link uilizaion

More information

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005 FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a

More information

MODEL AND ALGORITHMS FOR THE REAL TIME MANAGEMENT OF RESIDENTIAL ELECTRICITY DEMAND. A. Barbato, G. Carpentieri

MODEL AND ALGORITHMS FOR THE REAL TIME MANAGEMENT OF RESIDENTIAL ELECTRICITY DEMAND. A. Barbato, G. Carpentieri MODEL AND ALGORITHMS FOR THE REAL TIME MANAGEMENT OF RESIDENTIAL ELECTRICITY DEMAND A. Barbao, G. Carpenieri Poliecnico di Milano, Diparimeno di Eleronica e Informazione, Email: barbao@ele.polimi.i, giuseppe.carpenieri@mail.polimi.i

More information

Botnet Detection by Monitoring Group Activities in DNS Traffic

Botnet Detection by Monitoring Group Activities in DNS Traffic Bone Deecion by Monioring Group Aciviies in DNS Traffic Hyunsang Choi, Hanwoo Lee, Heejo Lee, Hyogon Kim Korea Universiy {realchs, hanwoo, heejo, hyogon}@orea.ac.r Absrac Recen malicious aemps are inended

More information

The Application of Multi Shifts and Break Windows in Employees Scheduling

The Application of Multi Shifts and Break Windows in Employees Scheduling The Applicaion of Muli Shifs and Brea Windows in Employees Scheduling Evy Herowai Indusrial Engineering Deparmen, Universiy of Surabaya, Indonesia Absrac. One mehod for increasing company s performance

More information

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.

More information

Research Article Survey for Sensor-Cloud System from Business Process Outsourcing Perspective

Research Article Survey for Sensor-Cloud System from Business Process Outsourcing Perspective Inernaional Disribued Sensor Neworks Volume 2015, Aricle ID 917028, 5 pages hp://dx.doi.org/10.1155/2015/917028 Research Aricle Survey for Sensor-Cloud Sysem from Business Process Ousourcing Perspecive

More information

Towards a Generic Trust Model Comparison of Various Trust Update Algorithms

Towards a Generic Trust Model Comparison of Various Trust Update Algorithms Towards a Generic Trus Model Comparison of Various Trus Updae Algorihms Michael Kinaeder, Erneso Baschny, and Kur Rohermel Insiue of Parallel and Disribued Sysems (IPVS) Universiä Sugar Universiässr. 38

More information

An Agent-based Bayesian Forecasting Model for Enhanced Network Security

An Agent-based Bayesian Forecasting Model for Enhanced Network Security An Agen-based Forecasing Model for Enhanced Nework Securiy J. PIKOULAS, W.J. BUCHANAN, Napier Universiy, Edinburgh, UK. M. MANNION, Glasgow Caledonian Universiy, Glasgow, UK. K. TRIANTAFYLLOPOULOS, Universiy

More information

VST5000W5028W. Wireless Survey Tools User Guide

VST5000W5028W. Wireless Survey Tools User Guide VST5000W5028W Wireless Survey Tools User Guide ugus 30 h, 2010 Produc Overview Index Produc Overview 2 VYKONSa Wireless Nework Overview 2 asic Iniial Design nd Deploymen Consideraion 3 Sie Survey Overview

More information

Highlights. t FWS X-series is available in two models:24-port 10/100/1000-Mbps (RJ-45) with the FWS X424,

Highlights. t FWS X-series is available in two models:24-port 10/100/1000-Mbps (RJ-45) with the FWS X424, Highlighs FWS X-series is available in wo models:24-por 10/100/1000-Mbps (RJ-45) wih he FWS X424, and 48-por 10/100/1000-Mbps (RJ-45) wih he.boh include four SFP pors o suppor SX,LX,LHA,and CWDM GbE fiber

More information

Wireless Survey Tools User Guide

Wireless Survey Tools User Guide VST5000W5000W Wireless Survey Tools User Guide June 21 h, 2011 028-0297_R4_MN VWG-SURVEY-E04 Produc Overview Index Produc Overview 2 Zigee Mesh Nework Overview 2 asic Iniial Design nd Deploymen Consideraion

More information

Integration of Electronic Foreign Exchange Trading and Corporate Treasury Systems with Web Services

Integration of Electronic Foreign Exchange Trading and Corporate Treasury Systems with Web Services Wirschafinformaik Wirschafinformaik Proceedings 2005 Associaion for Informaion Sysems Year 2005 Inegraion of Elecronic Foreign Exchange Trading and Corporae Treasury Sysems wih Web Services Hong Tuan Kie

More information

Stochastic Volatility Option Pricing ASAP

Stochastic Volatility Option Pricing ASAP Cambridge-Kaiserslauern, Financial Mahemaics Workshop 2009 Fraunhofer ITWM, Kaiserslauern 05.05.2009 Sochasic Volailiy Opion Pricing ASAP Dr. Ulrich Nögel, Parner u.noegel@devne.de Disincive Financial

More information

Making Use of Gate Charge Information in MOSFET and IGBT Data Sheets

Making Use of Gate Charge Information in MOSFET and IGBT Data Sheets Making Use of ae Charge Informaion in MOSFET and IBT Daa Shees Ralph McArhur Senior Applicaions Engineer Advanced Power Technology 405 S.W. Columbia Sree Bend, Oregon 97702 Power MOSFETs and IBTs have

More information

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613. Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised

More information

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer Recen Advances in Business Managemen and Markeing Analysis of Pricing and Efficiency Conrol Sraegy beween Inerne Reailer and Convenional Reailer HYUG RAE CHO 1, SUG MOO BAE and JOG HU PARK 3 Deparmen of

More information

Spectrum-Aware Data Replication in Intermittently Connected Cognitive Radio Networks

Spectrum-Aware Data Replication in Intermittently Connected Cognitive Radio Networks Specrum-Aware Daa Replicaion in Inermienly Conneced Cogniive Radio Neworks Absrac The opening of under-uilized specrum creaes an opporuniy for unlicensed users o achieve subsanial performance improvemen

More information

Dopamine, dobutamine, digitalis, and diuretics during intraaortic balloon support

Dopamine, dobutamine, digitalis, and diuretics during intraaortic balloon support Dopamine, dobuamine, digialis, and diureics during inraaoric balloon suppor Sephen Slogoff, M.D. n his presenaion, should like o discuss some conceps of drug herapy for inraaoric balloon paiens. Figure

More information

CALCULATION OF OMX TALLINN

CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN 1. OMX Tallinn index...3 2. Terms in use...3 3. Comuaion rules of OMX Tallinn...3 3.1. Oening, real-ime and closing value of he Index...3 3.2. Index

More information

Large-Scale Network Traffic Monitoring with DBStream, a System for Rolling Big Data Analysis

Large-Scale Network Traffic Monitoring with DBStream, a System for Rolling Big Data Analysis Large-Scale Nework Traffic Monioring wih DBSream, a Sysem for Rolling Big Daa Analysis Arian Bär, Alessandro Finamore, Pedro Casas, Lukasz Golab, Marco Mellia FTW Vienna, Ausria - email: {baer, casas}@fw.a

More information

CAPt. Print e-procurement: Changing the Face of the Printing Industry CAP VENTURES. Market Forecast for Web-Based Print e-procurement

CAPt. Print e-procurement: Changing the Face of the Printing Industry CAP VENTURES. Market Forecast for Web-Based Print e-procurement Prin e-procuremen: Changing he Face of he Prining Indusry Marke Forecas for Web-Based Prin e-procuremen Buyers Crieria for Web Procuremen Opporuniies and Advanages for Prin Service Providers Profiles of

More information

Appendix D Flexibility Factor/Margin of Choice Desktop Research

Appendix D Flexibility Factor/Margin of Choice Desktop Research Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se

More information

Making a Faster Cryptanalytic Time-Memory Trade-Off

Making a Faster Cryptanalytic Time-Memory Trade-Off Making a Faser Crypanalyic Time-Memory Trade-Off Philippe Oechslin Laboraoire de Securié e de Crypographie (LASEC) Ecole Polyechnique Fédérale de Lausanne Faculé I&C, 1015 Lausanne, Swizerland philippe.oechslin@epfl.ch

More information

Mobile and Ubiquitous Compu3ng. Mul3plexing for wireless. George Roussos. g.roussos@dcs.bbk.ac.uk

Mobile and Ubiquitous Compu3ng. Mul3plexing for wireless. George Roussos. g.roussos@dcs.bbk.ac.uk Mobile and Ubiquious Compu3ng Mul3plexing for wireless George Roussos g.roussos@dcs.bbk.ac.uk Overview Sharing he wireless (mul3plexing) in space by frequency in 3me by code PuEng i all ogeher: cellular

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information

GUIDE GOVERNING SMI RISK CONTROL INDICES

GUIDE GOVERNING SMI RISK CONTROL INDICES GUIDE GOVERNING SMI RISK CONTROL IND ICES SIX Swiss Exchange Ld 04/2012 i C O N T E N T S 1. Index srucure... 1 1.1 Concep... 1 1.2 General principles... 1 1.3 Index Commission... 1 1.4 Review of index

More information

Improvement of a TCP Incast Avoidance Method for Data Center Networks

Improvement of a TCP Incast Avoidance Method for Data Center Networks Improvemen of a Incas Avoidance Mehod for Daa Cener Neworks Kazuoshi Kajia, Shigeyuki Osada, Yukinobu Fukushima and Tokumi Yokohira The Graduae School of Naural Science and Technology, Okayama Universiy

More information

Packet-Oriented Communication Protocols for Smart Grid Services over Low-Speed PLC

Packet-Oriented Communication Protocols for Smart Grid Services over Low-Speed PLC Packe-Oriened Communicaion Proocols for Smar Grid Services over Low-Speed PLC Michael Bauer, Wolfgang Plapper, Chong Wang, Klaus Doser Insiue of Indusrial Informaion Technology Universiä Karlsruhe (TH)

More information

TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS

TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS RICHARD J. POVINELLI AND XIN FENG Deparmen of Elecrical and Compuer Engineering Marquee Universiy, P.O.

More information

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

Information Theoretic Evaluation of Change Prediction Models for Large-Scale Software

Information Theoretic Evaluation of Change Prediction Models for Large-Scale Software Informaion Theoreic Evaluaion of Change Predicion Models for Large-Scale Sofware Mina Askari School of Compuer Science Universiy of Waerloo Waerloo, Canada maskari@uwaerloo.ca Ric Hol School of Compuer

More information

A Resource Delegation Framework for Software Defined Networks

A Resource Delegation Framework for Software Defined Networks A Resource Delegaion Framework for Sofware Defined Neworks Ilya Baldin RENCI/UNC Chapel Hill 00 Europa Dr., Se 540 Chapel Hill, NC 2757 ibaldin@renci.org Shu Huang RENCI/UNC Chapel Hill 00 Europa Dr.,

More information

Using SAS/ACCESS with Controlled Access Multiple Oracle Instances on DEC V AXlVMS Systems. Abstract

Using SAS/ACCESS with Controlled Access Multiple Oracle Instances on DEC V AXlVMS Systems. Abstract Using SAS/ACCESS wih Conrolled Access Muliple Oracle Insances on DEC V AXlVMS Sysems A. Richardson Merck Sharp & Dohme. Absrac A mehod is described ha enables SASIACCESS insalled on DEC VAX!VMS sysems

More information

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Lihuanian Mahemaical Journal, Vol. 51, No. 2, April, 2011, pp. 180 193 PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Paul Embrechs and Marius Hofer 1 RiskLab, Deparmen of Mahemaics,

More information

Ceramic Modules And Trends In Efficient Compuing

Ceramic Modules And Trends In Efficient Compuing Cos Opimizaion Model for Business Applicaions in Virualized Grid Environmens Jörg Srebel Universiä Karlsruhe (TU), 76131 Karlsruhe, Germany srebel@iism.uni-karlsruhe.de Absrac. The adven of Grid compuing

More information

Working Paper No. 482. Net Intergenerational Transfers from an Increase in Social Security Benefits

Working Paper No. 482. Net Intergenerational Transfers from an Increase in Social Security Benefits Working Paper No. 482 Ne Inergeneraional Transfers from an Increase in Social Securiy Benefis By Li Gan Texas A&M and NBER Guan Gong Shanghai Universiy of Finance and Economics Michael Hurd RAND Corporaion

More information

Capacity Planning and Performance Benchmark Reference Guide v. 1.8

Capacity Planning and Performance Benchmark Reference Guide v. 1.8 Environmenal Sysems Research Insiue, Inc., 380 New York S., Redlands, CA 92373-8100 USA TEL 909-793-2853 FAX 909-307-3014 Capaciy Planning and Performance Benchmark Reference Guide v. 1.8 Prepared by:

More information

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt Saisical Analysis wih Lile s Law Supplemenary Maerial: More on he Call Cener Daa by Song-Hee Kim and Ward Whi Deparmen of Indusrial Engineering and Operaions Research Columbia Universiy, New York, NY 17-99

More information

Internal and external value evaluation of E-business strategy in enterprise

Internal and external value evaluation of E-business strategy in enterprise Available online www.jocpr.com Journal of Chemical and Pharmaceuical Research, 2014, 6(6):693-697 Research Aricle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Inernal and exernal value evaluaion of E-business

More information

A Component-Based Navigation-Guidance-Control Architecture for Mobile Robots

A Component-Based Navigation-Guidance-Control Architecture for Mobile Robots A Componen-Based Navigaion-Guidance-Conrol Archiecure for Mobile Robos Nicolas Gobillo Charles Lesire David Doose Onera - The French Aerospace Lab, Toulouse, France firsname.lasname a onera.fr Absrac In

More information

Advise on the development of a Learning Technologies Strategy at the Leopold-Franzens-Universität Innsbruck

Advise on the development of a Learning Technologies Strategy at the Leopold-Franzens-Universität Innsbruck Advise on he developmen of a Learning Technologies Sraegy a he Leopold-Franzens-Universiä Innsbruck Prof. Dr. Rob Koper Open Universiy of he Neherlands Educaional Technology Experise Cener Conex - Period

More information

Heuristics for dimensioning large-scale MPLS networks

Heuristics for dimensioning large-scale MPLS networks Heurisics for dimensioning large-scale MPLS newors Carlos Borges 1, Amaro de Sousa 1, Rui Valadas 1 Depar. of Elecronics and Telecommunicaions Universiy of Aveiro, Insiue of Telecommunicaions pole of Aveiro

More information

Distributed Echo Cancellation in Multimedia Conferencing System

Distributed Echo Cancellation in Multimedia Conferencing System Disribued Echo Cancellaion in Mulimedia Conferencing Sysem Balan Sinniah 1, Sureswaran Ramadass 2 1 KDU College Sdn.Bhd, A Paramoun Corporaion Company, 32, Jalan Anson, 10400 Penang, Malaysia. sbalan@kdupg.edu.my

More information

Impact of scripless trading on business practices of Sub-brokers.

Impact of scripless trading on business practices of Sub-brokers. Impac of scripless rading on business pracices of Sub-brokers. For furher deails, please conac: Mr. T. Koshy Vice Presiden Naional Securiies Deposiory Ld. Tradeworld, 5 h Floor, Kamala Mills Compound,

More information

LLC Resonant Converter Reference Design using the dspic DSC

LLC Resonant Converter Reference Design using the dspic DSC LLC Resonan Converer Reference Design using he dspic DSC 2010 Microchip Technology Incorporaed. All Righs Reserved. LLC Resonan Converer Webinar Slide 1 Hello, and welcome o his web seminar on Microchip

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

Experimental exploration of decision making in production-inventory system

Experimental exploration of decision making in production-inventory system Experimenal exploraion of decision making in producion-invenory sysem Felicjan Rydzak 1, Agaa Sawicka 2 1 Cenre for Advanced Manufacuring Technologies, Wroclaw Universiy of Technology, ul. Lukasiewicza

More information

Strategic Optimization of a Transportation Distribution Network

Strategic Optimization of a Transportation Distribution Network Sraegic Opimizaion of a Transporaion Disribuion Nework K. John Sophabmixay, Sco J. Mason, Manuel D. Rossei Deparmen of Indusrial Engineering Universiy of Arkansas 4207 Bell Engineering Cener Fayeeville,

More information

Real-time Particle Filters

Real-time Particle Filters Real-ime Paricle Filers Cody Kwok Dieer Fox Marina Meilă Dep. of Compuer Science & Engineering, Dep. of Saisics Universiy of Washingon Seale, WA 9895 ckwok,fox @cs.washingon.edu, mmp@sa.washingon.edu Absrac

More information

A Scalable and Lightweight QoS Monitoring Technique Combining Passive and Active Approaches

A Scalable and Lightweight QoS Monitoring Technique Combining Passive and Active Approaches A Scalable and Lighweigh QoS Monioring Technique Combining Passive and Acive Approaches On he Mahemaical Formulaion of CoMPACT Monior Masai Aida, Naoo Miyoshi and Keisue Ishibashi NTT Informaion Sharing

More information

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails INTRODUCTION TO EMAIL MARKETING PERSONALIZATION How o increase your sales wih personalized riggered emails ECOMMERCE TRIGGERED EMAILS BEST PRACTICES Triggered emails are generaed in real ime based on each

More information

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios

More information

The Complete VoIP Telecom Service Provider. Myth: SIP Trunks are Hard to Configure

The Complete VoIP Telecom Service Provider. Myth: SIP Trunks are Hard to Configure The Complee VoIP Telecom Service Provider Myh: SIP Trunks are Hard o Configure 1 Overview Wha are we rying o avoid? Inerne Access Choices InGae (SIParaor vs Firewall) Cusomer Nework PBX Seup Conclusion

More information

Research on Inventory Sharing and Pricing Strategy of Multichannel Retailer with Channel Preference in Internet Environment

Research on Inventory Sharing and Pricing Strategy of Multichannel Retailer with Channel Preference in Internet Environment Vol. 7, No. 6 (04), pp. 365-374 hp://dx.doi.org/0.457/ijhi.04.7.6.3 Research on Invenory Sharing and Pricing Sraegy of Mulichannel Reailer wih Channel Preference in Inerne Environmen Hanzong Li College

More information

To Sponsor or Not to Sponsor: Sponsored Search Auctions with Organic Links and Firm Dependent Click-Through Rates

To Sponsor or Not to Sponsor: Sponsored Search Auctions with Organic Links and Firm Dependent Click-Through Rates To Sponsor or No o Sponsor: Sponsored Search Aucions wih Organic Links and Firm Dependen Click-Through Raes Michael Arnold, Eric Darmon and Thierry Penard June 5, 00 Draf: Preliminary and Incomplee Absrac

More information