PLUG AND PLAY SERVER LOAD BALANCING AND GLOBAL SERVER LOAD BALANCING FOR TACTICAL NETWORKS

Size: px
Start display at page:

Download "PLUG AND PLAY SERVER LOAD BALANCING AND GLOBAL SERVER LOAD BALANCING FOR TACTICAL NETWORKS"

Transcription

1 PLUG AND PLAY SERVER LOAD BALANCING AND GLOBAL SERVER LOAD BALANCING FOR TACTICAL NETWORKS William V. Wollman, Harry Jgr, Maurn Loftu, Calb Wan Th MITRE Corporation 12 Chritophr Way Eatontown, NJ ABSTRACT Srvr Load Balancing (SLB) tchnology a dcribd by [1] ha providd a fundamntal cornrton ncary to th ucc of th Intrnt. Global Srvr Load Balancing (GSLB) a dcribd in [2, 3] nhanc application prformanc by allowing th clint rvr lction to b bad upon rvr prformanc, ntwork prformanc and th approximat ntwork location of th clint and th rvr. To hlp nabl thi tchnology for th tactical nvironmnt w hav cratd th Srvr Load Balancing Rgitration Protocol 1. INTRODUCTION Thi Srvr Load Balancing Rgitration Protocol allow rvr to rgitr and coordinat thir rvic with a Srvr Load Balancr (SLB) managr application. Th SLB managr u th rgitration mag to automatically configur a SLB to upport th rvic providd by a ral rvr. Coordination btwn ral rvr and th SLB managr will includ rvic dfinition(), dynamically aignd or pr-plannd tatic Virtual IP (VIP) addr, and rvr application halth monitoring. Th SLB managr will alo rgitr dynamically-aignd VIP addr with th Domain Nam Sytm (DNS)-bad GSLB, upport VIP addr rout injction, and provid rvic halth tatitic to DNS-bad GSLB application. Thi protocol prmit a rvr to roam into any ntwork and maintain th am VIP addr. Allowing th rvr to maintain th am VIP addr that i not corrlatd to th location of th rvr within a ntwork topology aily nabl th u of ntwork layr anycat tchnology [4]. Alo, nabling plug and play SLB configuration will dcra th tim, cot, and managmnt rquird whn dploying rvr farm, implify anycat dploymnt, and alo minimiz th amount of oldir training rquird to upport ntwork. 1 Pr MITRE Public Rla Mmorandum thi papr i Approvd for Public Rla; Ditribution Unlimitd. Thi papr will dcrib th SLB Rgitration Protocol and an initial Java-bad implmntation. Th papr documnt how th SLB managr can b ud to provid tatitic to an implmntation of a DNS-bad GSLB. Nxt, th papr will dcrib how th SLB and GSLB application can b ud to nabl plug and play anycating. Th papr will alo dcrib two anycat Addr Rolution Protocol (ARP) implmntation to upport clint rquiring rvr connction to application that u dynamic port numbr aignmnt (.g., th H.323 protocol). PROTOCOL DESCRIPTION AND OPERATION A rvr will initiat a connction to a SLB managr via Tranmiion Control Protocol (TCP) to rgitr rvic. Th SLB managr will accpt rgitration from th ral rvr and communicat th xitnc of th rvr VIP addr to th GSLB application and ntwork infratructur quipmnt. Whn th rvic upportd by th rvr fail, th SLB and GSLB will rmov rvic availability from th infratructur. REAL SERVER AND SLB MANAGER COMMUNICATIONS Th typical qunc of mag xchang btwn a ral rvr, th SLB managr, and a GSLB application i hown in Figur 1. Firt a rvr will rgitr with th SLB managr. Th SLB managr will acknowldg rgitration of th rvr. If th rvr rquir a VIP addr, th rvr will rqut to la a VIP from th SLB managr. Onc th VIP ha bn providd to th rvr, th rvr will intall th VIP addr a a loopback intrfac. Nxt, th rvr will rgitr it rvic with th SLB managr. Onc it proc th rvic rgitration rqut, th SLB managr will prform a halth chck on th rvic. If uccful, th SLB managr program th SLB to rprnt th rvic providd by th rvr. Th SLB 2003, Th MITRE Corporation. ALL RIGHTS RESERVED. 1 of 5

2 managr will alo alrt th routing damon to advrti th aignd VIP addr to th ntwork. At thi point, th rvr will dlivr rvic halth tatu mag to th SLB managr. Th SLB managr will alo prform it own indpndnt halth chck on th rgitrd rvic. If a rvic halth failur occur, th SLB managr will automatically rmov th rvr from th rvr farm. Upon halth failur of th lat rvr within a common local rvr farm, th SLB managr will alrt th local routing damon to rmov th VIP addr from th routing infratructur. Srvr Load Ral Srvr Balancr Srvr Rgitration Acknowldgmnt VIP Rqut VIP Rpon Srvic Rgitration Srvic Halth Chck Srvic Rg Ack Srvic Halth Hartbat Hartbat Ack Srvic Halth Chck Srvic Halth Hartbat Hartbat Ack Srvic Halth Chck Rout Injction GSLB Notification Halth Poll Rpon GSLB Notification Halth Poll Rpon Wid Ara Ntwork GSLB Srvr Halth Poll GSLB Srvr Halth Poll Global Srvr Load Balancr Figur 1. Srvr and SLB Managr Mag Flow SLB MANAGER AND GSLB APPLICATION COMMUNICATION Th SLB managr will alo provid a GSLB application with information about th xiting rvic of it rgitrd ral rvr. In thi ca, onc th SLB managr complt th rgitration of a rvic, it will notify on or mor application of th nw rvic and th nw VIP addr aociatd with th rvic. Thi notification i tranmittd a an IP multicat datagram. Th GSLB i a DNS rvr that i configurd to b authoritativ for on or mor pcific zon. Th GSLB will rgitr with it local routr to rciv th multicat rvic notification. Each notification includ th uniqu IP addr of th SLB that gnratd th rvic notification a wll a th uniqu DNS nam and VIP addr rquird by th rvic. Th GSLB will inrt th ntry into it DNS databa to track what rvic ach SLB maintain. At thi point th GSLB will bgin P r i o d i c M a g to priodically poll th SLB for th information concrning th halth of th rvic. Upon rcption of a poll from th GSLB, th SLB managr will rpond with a cor that dcrib th halth of th rvic. Thi cor i normalizd and account for th numbr of rvr upporting th rvic and a wightd tim avrag of th numbr of connction. Whn th GSLB larn of multipl diprd VIP addr that upport th am rvic (i.., idntifid by th DNS nam), th GSLB will u th information providd by th diffrnt SLB managr to influnc it DNS rpon. Th GSLB application can alo b configurd to collct othr ntwork prformanc information, uch a prcnt bandwidth utilization for ky communication link and round trip tim maurmnt btwn Tactical Opration Cntr (TOC) and ky information rvr. IMPLEMENTATION An initial Java-bad implmntation of th SLB Rgitration Protocol ha bn compltd. It ha bn writtn to work with an implmntation of th Opn Sourc Linux Virtual Srvr (LVS) [5] and with an xprimntal vrion of th Cico IOS that includ an mbddd Java Virtual Machin 2. Th SLB Rgitration Protocol implmntation ha bn dignd to prmit th SLB managr to aily connct to diffrnt SLB implmntation and intrfac. A impl diagram dcribing th componnt dignd to upport th SLB Rgitration Protocol i providd by Figur 2. Th modul highlightd within Figur 2 illutrat th componnt dvlopd to upport th SLB Rgitration Protocol. Th Commrcial off th Shlf (COTS) SLB and th ral rvr hown within Figur 2 rprnt xtrnal componnt that would intrfac with th SLB Rgitration Protocol. For th lat 2 modul, th ral rvr i th rvr bing managd and th COTS SLB i th SLB application or applianc bing configurd by th SLB managr. 2 Thi i a pr-production vrion of Cico IOS with an mbddd Java Virtual Machin. Thi Cico IOS i currntly not availabl on any bai for commrcial u, howvr, Cico i willing to dicu acc to pr-rla IOS imag for rarch and xprimntation. 2003, Th MITRE Corporation. ALL RIGHTS RESERVED. 2 of 5

3 Srvic to Clint Routr Commrcial off th Shlf SLB Ral Srvr (Wb Srvr) 1..N Ral Srvr RS LAN SLB MGR Ral Srvr Rgitration RS MGR GSLB Notification NETWORK PERFORMANCE INFORMATION AND GSLB Our GSLB implmntation lvrag a partial DNS rvr calld Load Balanc Namd (LBNamd) [7]. W modifid LBNamd to accpt rvic rgitration and prformanc information from th SLB managr oftwar and to accpt ntwork prformanc information from Cico routr. Th Cico routr xcut a Java program to gathr and puh ntwork prformanc information to th GSLB. Figur 2. SLB Rgitration Protocol Softwar Componnt ROUTE INJECTION IMPLEMENTATION Th SLB managr will configur th local OSPF implmntation to injct a rout to advrti a nw VIP addr. To upport OSPF with th Linux Virtual Srvr w lvragd th opn ourc Zbra [6] routr implmntation. Th Java-bad SLB managr will automatically configur th Zbra OSPF to advrti th appropriat VIP rout for th Linux implmntation. For th Cico-bad SLB managr implmntation, w automatically configur th Cico to advrti a VIP rout via OSPF. On diffrnc btwn th LVS and Cico IOS SLB implmntation i aociatd with how th VIP i rprntd by th diffrnt ytm. Th LVS SLB implmntation rprnt a VIP addr a a condary IP addr on on of th computr ntwork intrfac card. Thi implmntation allow Zbra a OSPF to advrti th VIP addr a an intrnal OSPF rout. Cico IOS SLB implmntation rprnt th VIP a a tatic rout to a null intrfac. Thi rquir th VIP tatic rout to b rditributd into th routing protocol. For OSPF, thi man th VIP rout i advrtid a an xtrnal rout. By dfault, OSPF prfr an intrnal rout whn compard to a cond rout to th am dtination that i markd a xtrnal. Thrfor, whn uing ntwork layr anycat within a mixd LVS/Zbra and Cico IOS nvironmnt, all LVS SLB will b ud prior to any Cico IOS routr. OSPF do not prmit thi bhavior to b aily modifid. Othr routing protocol may b mor conduciv to avoiding thi limitation. Thi information includ th 5-minut input and output data rat for ky communication link. Th Java program on th Cico routr will alo intruct ky TOC WAN dg routr to rciv th multicat SLB Managr rvic notification mag. Onc th Cico routr rciv thi notification mag it will configur itlf to collct tranaction round trip tim (RTT) maurmnt btwn itlf and th nw rvic announcd. Obtaining RTT maurmnt data i nabld through th u of th Cico Srvic Auranc Agnt (SAA) [8]. Thi RTT data i providd to th GSLB. Clint Connction Clint DNS-Bad GSLB Srvr Load Balancr (SLB) Srvr Halth Rport Ral Srvr Srvr Rgitration Evnt DNS Rqut Srvic Halth Poll Srvr Halth Chck DNS Rpon VIP Halth Notification (DNS Rpon i bad upon rcivd SLB halth rport and rportd VIP RTT from Clint TOC Routr) VIP Halth Notification WAN Link Prformanc Rport Clint TOC Routr VIP RTT Maurmnt WAN Routr Figur 3. GSLB Componnt Intraction In addition to obtaining thi ntwork data and RTT data from ntwork ourc, th GSLB will b populatd with data that dcrib th ntwork topology. In particular, thi will includ information that map local DNS rvr addr to thir upportd IP ubntwork addr and WAN acc routr. Thi data will prmit th GSLB to aociat ntwork topology information with clint and rvr location. Combining thi information with ntwork and rvr prformanc maurmnt prmit th GSLB to provid clint with DNS rpon 2003, Th MITRE Corporation. ALL RIGHTS RESERVED. 3 of 5

4 that can lad to optimal clint-rvr rpon tim [9]. Figur 3 illutrat th flow btwn th variou ntwork componnt that affct th GSLB dciion proc. ENABLING ANYCAST Th Srvr Load Balancing Rgitration Protocol can b ud to automat upport for anycat tchnology. Sinc th protocol allow ditributd rvr to rgitr th am VIP addr with gographically diprd SLB Managr, ntwork layr anycat can b aily dployd. Each SLB Managr will injct th anycat VIP addr into th OSPF routing tabl from thir diprd location. Th OSPF routing protocol will b ud to automatically connct clint to th clot rvr. Thi implifi rvr location iu aociatd with finding ky rvr uch a DNS and othr dirctory rvr. In addition, thi protocol can prmit rvr to roam into diffrnt wirl cll without changing it VIP addr. If ach wirl cll i aociatd with a diffrnt IP ubnt, th rvr can gt a nw local IP addr via DHCP and till maintain a contant VIP addr by rgitring with a local SLB managr. If ncary, HTTP rdirct tchnology or anycat ARP can b ud to aociat a VIP-aignd wb rvr with a rvr uniqu ral IP addr. Th Srvr Load Balancing Rgitration Protocol can alo b ud to automat upport for application layr anycat a wll. In thi ca, parat diprd SLB managr will aign uniqu VIP to gographically diprd rvr providing th am or imilar rvic. Automatic inrtion of th VIP and rvic into th GSLB databa allow th opration of plug and play application layr anycat a wll. Th GSLB application will thn work to dirct clint to an optimal rvr. Th VIP addring, naming and prformanc information will b dicardd by th GSLB upon notification from th SLB managr or lot communication btwn th GSLB and SLB managr. Additional information on lvraging GSLB concpt for anycat ntwork with QoS can alo b found in [10]. ANYCAST ARPS Vido Tlconfrncing (VTC) can b upportd whn H.323 clint rgitr with H.323 Multipoint Control Unit (MCU). Anycat tchniqu will allow roaming H.323 clint to find th clot MCU. Alo, whn uing th SLB Rgitration Protocol th MCU rvr can roam anywhr in th ntwork and rgitr it anycat IP addr with a local SLB. Howvr, H.323 ignaling tchniqu allocat voic and vido UDP port numbr dynamically. Thi limit our ability to tak advantag of gnric rvr load balancing of MCU. In liu of uing load balancing to upport MCU H.323 connction, w can lvrag ntwork layr anycat ARP to allow th H.323 clint to find th uniqu addr of th MCU. Th clot SLB managr upporting th anycat IP addr will rpond to th anycat ARP rqut with th individual IP addr of all MCU locally rgitrd. Th lit will includ an MCU halth cor for ach rgitrd MCU. Th H.323 clint can pick a prfrrd MCU from thi lit and connct to th uniqu addr of th MCU. With thi prviou xampl, th H.323 clint mut know th IP anycat addr of th MCU. If thi i not known or poibl, an altrnativ anycat ARP implmntation will prmit th H.323 clint to rqut a lit of MCU anycat addr dirctly from th GSLB. In thi implmntation, th rpon from th GSLB will includ th uniqu addr of th SLB managr that maintain rgitrd MCU. Th GSLB will prioritiz th information within th rpon with a halth cor aociatd with ach SLB. Th clint can thn pick a prfrrd SLB managr and addr th anycat ARP dirctly to th SLB managr. Th SLB managr will rpond with th uniqu IP addr of th SLB dirctly attachd MCU. What mak our anycat ARP uniqu i that th clint rqut includ not only th anycat IP addr, but alo th rqutd application protocol (.g., HTTP or DNS), tranport protocol port numbr (.g., 80, 8080, 53), a wll a th tranport protocol typ (.g., ithr TCP or UDP). In liu of including thi dtaild information in th anycat ARP, a wildcard ntry will allow th SLB managr or GSLB to includ all rvic and aociatd halth cor for th anycat addr within th rpon. CONCLUSION Th SLB Rgitration Protocol i a impl and fficint way to automat anycat addring. By lvraging plug and play SLB configuration concpt, w ignificantly hlp to rduc complxity aociatd with rvr mobility in th battlfild. Through plug and play GSLB w hav nabld optimal rvr lction by uing both ntwork and rvr prformanc attribut. Our anycat ARP implmntation alo prmit protocol not normally upportd by SLB to function vry wll within our nvironmnt. 2003, Th MITRE Corporation. ALL RIGHTS RESERVED. 4 of 5

5 REFERENCES [1] T. Schrodr, S Goddard, B. Ramamurthy, Scalabl Wb Srvr Clutring Tchnologi, IEEE Ntwork, May/Jun 2000, pp [2] E. Zgura, M. Ammar, Z. Fi, S. Bhattacharj, Application Layr Anycating: A Srvr Slction Architctur and U in a Rplicatd Wb Srvic, IEEE/ACM Tranaction on Ntworking, Vol. 8, No. 4, Augut 2000, pp [3] J. Dilly, B. Magg, J. Parikh, H. Prokop, R. Sitaraman, B. Wihl, Globally Ditributd Contnt Dlivry, IEEE Intrnt Computing, Sptmbr/Octobr 2002, pp [4] Chri Mtz, IP Anycat Point-to-(Any) Point Communication, IEEE Intrnt Computing, March/April 2002, pp [5] [6] [7] /lbnamd/lbnamd.html/ [8] iowrl/p1830/product_fatur_guid09186a a78.html [9] R. Cartr and M. Crovlla, Dynamic Srvr Slction uing Bandwidth Probing in Wid Ara Ntwork, Computr Scinc Dpartmnt, Boton Univrity, BU-CS , March 18, [10] Fang Hao and Elln W. Zgura, QoS Routing for Anycat Communication: Motivation and an Architctur for DiffSrv Ntwork, IEEE Communication Magazin, Jun 2002, pp , Th MITRE Corporation. ALL RIGHTS RESERVED. 5 of 5

Who uses our services? We have a growing customer base. with institutions all around the globe.

Who uses our services? We have a growing customer base. with institutions all around the globe. not taking xpr Srvic Guid 2013 / 2014 NTE i an affordabl option for audio to txt convrion. Our rvic includ not or dirct trancription rvic from prviouly rcordd audio fil. Our rvic appal pcially to tudnt

More information

Continuity Cloud Virtual Firewall Guide

Continuity Cloud Virtual Firewall Guide Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY

More information

Dr David Dexter The Parkinson s UK Brain Bank

Dr David Dexter The Parkinson s UK Brain Bank Dr David Dxtr Th Parkinon UK Brain Bank In aociation with Vrion 1/2011 introducing th brain bank Contnt Uing my tiu 4 Collcting my tiu 6 Storing my tiu 8 Uing my pronal information 10 W r th UK largt brain

More information

Why An Event App... Before You Start... Try A Few Apps... Event Management Features... Generate Revenue... Vendors & Questions to Ask...

Why An Event App... Before You Start... Try A Few Apps... Event Management Features... Generate Revenue... Vendors & Questions to Ask... Mo b i l E v ntap pgui d : Ho wt op ur c ha t hb te v ntap p f o ry o ura o c i a t i o n T he nt i a l Gui d t oe v ntap p E v nt nt i a l b y Tabl of Contnt Why An Evnt App......... o Whr to Start With

More information

Moving Securely Around Space: The Case of ESA

Moving Securely Around Space: The Case of ESA Moving Scurly Around Spac: Th Cas of ESA Prpard By: Andra Baldi, Jos Frnandz Balsiro, Marco Incollingo Tommaso Parrinllo, Cristiano Silvagni, Stfano Zatti Europan Spac Agncy Andra.Baldi@sa.int ESA Scnario

More information

A Novel Approach For Generating Rules For SMS Spam Filtering Using Rough Sets

A Novel Approach For Generating Rules For SMS Spam Filtering Using Rough Sets A Novl Approach For Gnrating Rul For SMS Spam Filtring Uing Rough St Ahima Wadhawan, Nrja Ngi Abtract: Spam i dfind a unwantd commrcial mag to many rcipint. Email Spamming i a univral problm with which

More information

A negotiation-based Multi-agent System for Supply Chain Management

A negotiation-based Multi-agent System for Supply Chain Management ngotiation-bad Multi-agnt Sytm for Supply Chain Managmnt Y Chn, Yun Png, Tim Finin, Yanni Labrou, Scott Cot Bill Chu, Jian Yao, Rongming Sun, Bob Wilhlm Computr Scinc and Elctronic Enginring Univrity of

More information

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore Intrnational Journal of mrging Tchnology and dvancd nginring Wbsit: www.ijta.com (ISSN 2250-2459, Volum 2, Issu 4, pril 2012) n road outlin of Rdundant rray of Inxpnsiv isks Shaifali Shrivastava 1 partmnt

More information

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among

More information

Product Overview. Version 1-12/14

Product Overview. Version 1-12/14 Product Ovrviw Vrsion 1-12/14 W ar Grosvnor Tchnology Accss Control Solutions W dvlop, manufactur and provid accss control and workforc managmnt solutions th world ovr. Our product offring ompasss hardwar,

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2

Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2 Installation and Opration Intrnt Tlphony Adaptr Aurswald Box Indx C I R 884264 03 02/05 Call Duration, maximum...10 Call Through...7 Call Transportation...7 Calls Call Through...7 Intrnt Tlphony...3 two

More information

REPORT' Meeting Date: April 19,201 2 Audit Committee

REPORT' Meeting Date: April 19,201 2 Audit Committee REPORT' Mting Dat: April 19,201 2 Audit Committ For Information DATE: March 21,2012 REPORT TITLE: FROM: Paul Wallis, CMA, CIA, CISA, Dirctor, Intrnal Audit OBJECTIVE To inform Audit Committ of th rsults

More information

Rural and Remote Broadband Access: Issues and Solutions in Australia

Rural and Remote Broadband Access: Issues and Solutions in Australia Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse Selection and Moral Hazard in a Model With 2 States of the World Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,

More information

Consulting. Creating value through HR HR Strategy

Consulting. Creating value through HR HR Strategy onulting rating valu through HR HR Stratgy HR Stratgy On of th ky ucc factor of high prforming organiation i putting thir popl firt. oday HR xcutiv ar challngd to dvlop fficint and ffctiv, impl yt powrful

More information

Personal Identity Verification (PIV) Enablement Solutions

Personal Identity Verification (PIV) Enablement Solutions Prsonal Idntity Vrification (PIV) Enablmnt Solutions pivclass Govrnmnt Solutions Affordabl Prsonal Idntity Vrification (PIV) Enablmnt Solutions from a Singl, Trustd Supplir Complt Solution for PIV Enablmnt

More information

Maintain Your F5 Solution with Fast, Reliable Support

Maintain Your F5 Solution with Fast, Reliable Support F5 SERVICES TECHNICAL SUPPORT SERVICES DATASHEET Maintain Your F5 Solution with Fast, Rliabl Support In a world whr chang is th only constant, you rly on your F5 tchnology to dlivr no mattr what turns

More information

Cookie Policy- May 5, 2014

Cookie Policy- May 5, 2014 Cooki Policy- May 5, 2014 Us of Cookis on Sizmk Wbsits This Cooki Disclosur applis only to us of cookis on corporat wbsits (www.sizmk.com and rlatd rgional wbsits) publishd by Sizmk Inc. and its affiliats

More information

Development of Financial Management Reporting in MPLS

Development of Financial Management Reporting in MPLS 1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr

More information

Cisco Data Virtualization

Cisco Data Virtualization Cisco Data Virtualization Big Data Eco-systm Discussion with Bloor Group Bob Ev, David Bsmr July 2014 Cisco Data Virtualization Backgroundr Cisco Data Virtualization is agil data intgration softwar that

More information

A Project Management framework for Software Implementation Planning and Management

A Project Management framework for Software Implementation Planning and Management PPM02 A Projct Managmnt framwork for Softwar Implmntation Planning and Managmnt Kith Lancastr Lancastr Stratgis Kith.Lancastr@LancastrStratgis.com Th goal of introducing nw tchnologis into your company

More information

NS Solutions Corporation

NS Solutions Corporation Company Profil NS Solution Corporation 20-15, Shinkawa 2-chom, Chuo-ku, Tokyo 104-8280, Japan TEL. 03-5117-4111 FAX.03-5117-7052 http://www.n-ol.co.jp/ Nam of compani and product apparing in thi brochur

More information

CHAPTER 4c. ROOTS OF EQUATIONS

CHAPTER 4c. ROOTS OF EQUATIONS CHAPTER c. ROOTS OF EQUATIONS A. J. Clark School o Enginring Dpartmnt o Civil and Environmntal Enginring by Dr. Ibrahim A. Aakka Spring 00 ENCE 03 - Computation Mthod in Civil Enginring II Dpartmnt o Civil

More information

CalOHI Content Management System Review

CalOHI Content Management System Review CalOHI Contnt Systm Rviw Tabl of Contnts Documnt Ovrviw... 3 DotNtNuk... 4 Ovrviw... 4 Installation / Maintnanc... 4 Documntation... 5 Usability... 5 Dvlopmnt... 5 Ovrall... 6 CMS Mad Simpl... 6 Ovrviw...

More information

Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131

Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131 Sci.Int.(Lahor),26(1),131-138,214 ISSN 113-5316; CODEN: SINTE 8 131 REQUIREMENT CHANGE MANAGEMENT IN AGILE OFFSHORE DEVELOPMENT (RCMAOD) 1 Suhail Kazi, 2 Muhammad Salman Bashir, 3 Muhammad Munwar Iqbal,

More information

Fleet vehicles opportunities for carbon management

Fleet vehicles opportunities for carbon management Flt vhicls opportunitis for carbon managmnt Authors: Kith Robrtson 1 Dr. Kristian Stl 2 Dr. Christoph Hamlmann 3 Alksandra Krukar 4 Tdla Mzmir 5 1 Snior Sustainability Consultant & Lad Analyst, Arup 2

More information

Visualizing Our Futures: Using Google Earth and Google Maps in an Academic Library Setting

Visualizing Our Futures: Using Google Earth and Google Maps in an Academic Library Setting Viualizing Our Futur: Uing Googl Earth and Googl Map in an Acadmic Library Stting Eva Dodworth and Andrw Nicholon Introduction In Octobr 2011, it wa announcd that Googl Earth had jut achivd on billon download.

More information

DICOM Conformance Statement. Version: 0.9.x

DICOM Conformance Statement. Version: 0.9.x DICOM Conformanc Statmnt Vrion: 0.9.x Tabl of Contnt Prfac...iii 1. dcm4ch/archiv v 0.9... 1 1.1. Ovrviw... 1 1.2. Introduction... 3 1.2.1. Rviion Hitory... 3 1.2.2. Audinc... 3 1.2.3. Rmark... 3 1.2.4.

More information

1. Online Event Registration 2. Event Marketing 3. Automated Event Progress Reports 4. Web based Point of Sale Terminal 5. Email Marketing System

1. Online Event Registration 2. Event Marketing 3. Automated Event Progress Reports 4. Web based Point of Sale Terminal 5. Email Marketing System 2 t v E S d Ivit 3 M o it o r ro la 1 r g 1 Oli Evt Rgitratio 2 Evt Marktig 3 Automatd Evt rogr Rport 4 Wb bad oit of Sal Trmial 5 Email Marktig Sytm ag 1 of 6 Copyright 2004-2011 myvillag oli Evt Maagmt

More information

Free ACA SOLUTION (IRS 1094&1095 Reporting)

Free ACA SOLUTION (IRS 1094&1095 Reporting) Fr ACA SOLUTION (IRS 1094&1095 Rporting) Th Insuranc Exchang (301) 279-1062 ACA Srvics Transmit IRS Form 1094 -C for mployrs Print & mail IRS Form 1095-C to mploys HR Assist 360 will gnrat th 1095 s for

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

Scalable Transactions for Web Applications in the Cloud using Customized CloudTPS

Scalable Transactions for Web Applications in the Cloud using Customized CloudTPS Shashikant Mahadu Bankar/ (IJCSIT) Intrnational Journal of Computr Scinc and Information Tchnologis, Vol. (3), 2015, 218-2191 Scalabl Transactions for Wb Applications in th Cloud using Customizd CloudTPS

More information

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8 Jun 22 Enpris Rnt Author: Documnt Vrsion: Product: Product Vrsion: SAP Vrsion: Enpris Enpris Rnt 88 88 Enpris Rnt 22 Enpris Solutions All rights rsrvd No parts of this work may b rproducd in any form or

More information

Swisscom Cloud Strategy & Services

Swisscom Cloud Strategy & Services Swisscom Stratgy & Srvics Swisscom our 360 On for Entrpris Workloads and Wb Srvics Dynamic Computing Srvics Our intgratd approach is uniqu B2C B2B Ntwork, infrastructur and IT from a singl sourc All Industris

More information

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability

More information

IBM Healthcare Home Care Monitoring

IBM Healthcare Home Care Monitoring IBM Halthcar Hom Car Monitoring Sptmbr 30th, 2015 by Sal P. Causi, P. Eng. IBM Halthcar Businss Dvlopmnt Excutiv scausi@ca.ibm.com IBM Canada Cloud Computing Tigr Tam Homcar by dfinition 1. With a gnsis

More information

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation Intgrating th Halthcar Entrpris 5 IHE IT Infrastructur (ITI) Tchnical Framwork Supplmnt 10 Cross-Entrpris Documnt Workflow (XDW) 15 Trial Implmntation 20 Dat: Octobr 13, 2014 Author: IHE ITI Tchnical Committ

More information

ITIL & Service Predictability/Modeling. 2006 Plexent

ITIL & Service Predictability/Modeling. 2006 Plexent ITIL & Srvic Prdictability/Modling 1 2 Plxnt Th Company 2001 Foundd Plxnt basd on an Expandd ITIL Architctur, CMMI, ISO, and BS15000 - itdna 2003 Launchd itdna Srvic Offring 2003 John Groom, past Dirctor

More information

Section 7.4: Exponential Growth and Decay

Section 7.4: Exponential Growth and Decay 1 Sction 7.4: Exponntial Growth and Dcay Practic HW from Stwart Txtbook (not to hand in) p. 532 # 1-17 odd In th nxt two ction, w xamin how population growth can b modld uing diffrntial quation. W tart

More information

stop super ripoffs By using this bargaining kit to protect your members superannuation in their EA up for WitH Your union

stop super ripoffs By using this bargaining kit to protect your members superannuation in their EA up for WitH Your union top upr ripoff By uing thi bargaining kit to protct your mmbr uprannuation in thir EA Union hav a lot to b proud of whn it com to uprannuation. Not only did w invnt it, but jut thi yar w hlpd win a tagd

More information

Designing a Secure DNS Architecture

Designing a Secure DNS Architecture WHITE PAPER Dsigning a Scur DNS Architctur In today s ntworking landscap, it is no longr adquat to hav a DNS infrastructur that simply rsponds to quris. What is ndd is an intgratd scur DNS architctur that

More information

FEDERICA. Federated E-infrastructure Dedicated to European Researchers Innovating in Computing network Architectures. Mauro Campanella GARR

FEDERICA. Federated E-infrastructure Dedicated to European Researchers Innovating in Computing network Architectures. Mauro Campanella GARR W W W.FP7-F ED ER IC A.EU FEDERICA Fdratd E-infrastructur Ddicatd to Europan Rsarchrs Innovating in Computing ntwork Architcturs Mauro Campanlla GARR Mauro.campanlla@garr.it CPqD Workshop on Nw Architctur

More information

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

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

More information

Mandatory Standards and Organizational Information Security

Mandatory Standards and Organizational Information Security Mandatory Standard and Organizational Information Scurity ull Papr ubmittd to WISE 2012. Word count: 9,846 Chul Ho L, Xianjun Gng, Srinivaan Raghunathan Th Univrity of Txa at Dalla {irontigr, gng, raghu}@utdalla.du

More information

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring Mrkats: A Powr-Awar, Slf-Managing Wirlss Camra Ntwork for Wid Ara Monitoring C. B. Margi 1, X. Lu 1, G. Zhang 1, G. Stank 2, R. Manduchi 1, K. Obraczka 1 1 Dpartmnt of Computr Enginring, Univrsity of California,

More information

A Secure Web Services for Location Based Services in Wireless Networks*

A Secure Web Services for Location Based Services in Wireless Networks* A Scur Wb Srvics for Location Basd Srvics in Wirlss Ntworks* Minsoo L 1, Jintak Kim 1, Shyun Park 1, Jail L 2 and Sokla L 21 1 School of Elctrical and Elctronics Enginring, Chung-Ang Univrsity, 221, HukSuk-Dong,

More information

Category 7: Employee Commuting

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

More information

Nimble Storage Exchange 2010 40,000-Mailbox Resiliency Storage Solution

Nimble Storage Exchange 2010 40,000-Mailbox Resiliency Storage Solution Nimbl Storag Exchang 2010 40,0-Mailbox Rsilincy Storag Solution Tstd with: ESRP Storag Vrsion 3.0 Tst dat: July 10, 2012 Ovrviw This documnt provids information on Nimbl Storag's storag solution for Microsoft

More information

Thursday, March 18, 2010-4:07 PM Page 1 of 16

Thursday, March 18, 2010-4:07 PM Page 1 of 16 Exhibit 300: Capital Asst Plan Businss Cas Summary Part I: Summary And Justification (All Capital Assts) Sction A: Ovrviw (All Capital Assts) 1. Dat of Submission: 2/1/2010 2. Agncy: Dpartmnt of Justic

More information

Data warehouse on Manpower Employment for Decision Support System

Data warehouse on Manpower Employment for Decision Support System Data warhous on Manpowr Employmnt for Dcision Support Systm Amro F. ALASTA, and Muftah A. Enaba Abstract Sinc th us of computrs in businss world, data collction has bcom on of th most important issus du

More information

Developing Economies and Cloud Security: A Study of Africa Mathias Mujinga School of Computing, University of South Africa mujinm@unisa.ac.

Developing Economies and Cloud Security: A Study of Africa Mathias Mujinga School of Computing, University of South Africa mujinm@unisa.ac. Journal of Emrging Trnds in Computing and Information Scincs 2009-2012 CIS Journal. All rights rsrvd. Dvloping Economis and Cloud Scurity: A Study of Africa Mathias Mujinga School of Computing, Univrsity

More information

Enforcing Fine-grained Authorization Policies for Java Mobile Agents

Enforcing Fine-grained Authorization Policies for Java Mobile Agents Enforcing Fin-graind Authorization Policis for Java Mobil Agnts Giovanni Russllo Changyu Dong Narankr Dulay Dpartmnt of Computing Imprial Collg London South Knsington London, SW7 2AZ, UK {g.russllo, changyu.dong,

More information

union scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME!

union scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME! union scholars YOU CAN CHANGE THE WORLD... program AND EARN MONEY FOR COLLEGE AT THE SAME TIME! AFSCME Unitd Ngro Collg Fund Harvard Univrsity Labor and Worklif Program APPLICATION DEADLINE: FEBRUARY 28

More information

Detecting Active Devices in Intranets Using Existing Network Management Information

Detecting Active Devices in Intranets Using Existing Network Management Information Dtcting Activ Dvic in Intrnt Uing Exiting Ntwork Mngmnt Informtion Hirohi TSUNODA, Mhiro MATSUDA, Yuuuk SYOUJI, Kohi OHTA, nd Glnn Mnfild KEENI Tohoku Intitut of Tchnology, Jpn Cybr Solution Inc., Jpn

More information

Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.

Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives. Volum 3, Issu 6, Jun 2013 ISSN: 2277 128X Intrnational Journal of Advancd Rsarch in Computr Scinc and Softwar Enginring Rsarch Papr Availabl onlin at: wwwijarcsscom Dynamic Ranking and Slction of Cloud

More information

Watertight Concrete Basements with Sika Concrete, Jointing, and Injection Technology

Watertight Concrete Basements with Sika Concrete, Jointing, and Injection Technology Watrtight Concrt Bamnt with Sika Concrt, Jointing, and Injction Tchnology Watrtight Concrt Contruction Kping Watr in For Watr-rtaining Structur Rrvoir and Watr Tank Wat Watr Tratmnt Plant Dam Scondary

More information

Defining Retirement Success for Defined Contribution Plan Sponsors: Begin with the End in Mind

Defining Retirement Success for Defined Contribution Plan Sponsors: Begin with the End in Mind Dfining Rtirmnt Succss for Dfind Contribution Plan Sponsors: Bgin with th End in Mind David Blanchtt, CFA, CFP, AIFA Had of Rtirmnt Rsarch Morningstar Invstmnt Managmnt david.blanchtt@morningstar.com Nathan

More information

New Basis Functions. Section 8. Complex Fourier Series

New Basis Functions. Section 8. Complex Fourier Series Nw Basis Functions Sction 8 Complx Fourir Sris Th complx Fourir sris is prsntd first with priod 2, thn with gnral priod. Th connction with th ral-valud Fourir sris is xplaind and formula ar givn for convrting

More information

Contents. Presentation contents: Basic EDI dataflow in Russia. eaccounting for HR and Payroll. eaccounting in a Cloud

Contents. Presentation contents: Basic EDI dataflow in Russia. eaccounting for HR and Payroll. eaccounting in a Cloud Accounting Contnts Prsntation contnts: Basic EDI dataflow in Russia Accounting for HR and Payroll Accounting in a Cloud Basic EDI Procss Flow Typs of documnts for EDI Lgally rquird documnts: Act of accptanc

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

C H A P T E R 1 Writing Reports with SAS

C H A P T E R 1 Writing Reports with SAS C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd

More information

Asset set Liability Management for

Asset set Liability Management for KSD -larning and rfrnc products for th global financ profssional Highlights Library of 29 Courss Availabl Products Upcoming Products Rply Form Asst st Liability Managmnt for Insuranc Companis A comprhnsiv

More information

Teaching Computer Networking with the Help of Personal Computer Networks

Teaching Computer Networking with the Help of Personal Computer Networks Taching Computr Ntworking with th Hlp of Prsonal Computr Ntworks Rocky K. C. Chang Dpartmnt of Computing Th Hong Kong Polytchnic Univrsity Hung Hom, Kowloon, Hong Kong csrchang@comp.polyu.du.hk ABSTRACT

More information

User-Perceived Quality of Service in Hybrid Broadcast and Telecommunication Networks

User-Perceived Quality of Service in Hybrid Broadcast and Telecommunication Networks Usr-Prcivd Quality of Srvic in Hybrid Broadcast and Tlcommunication Ntworks Michal Galtzka Fraunhofr Institut for Intgratd Circuits Branch Lab Dsign Automation, Drsdn, Grmany Michal.Galtzka@as.iis.fhg.d

More information

Global Server Load Balancing (GSLB) Concepts

Global Server Load Balancing (GSLB) Concepts Global Server Load Balancing (GSLB) Concepts Section Section Objectives GSLB Overview GSLB Configuration Options GSLB Components Server Mode Configuration 2 Global Server Load Balancing (GSLB) Key ACOS

More information

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

STATEMENT OF INSOLVENCY PRACTICE 3.2

STATEMENT OF INSOLVENCY PRACTICE 3.2 STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr

More information

Effect of Design Parameter on the Performance of Lithium Ion Battery

Effect of Design Parameter on the Performance of Lithium Ion Battery Aadil Ahmad, Mohd. Parvz / Intrnational Journal of Enginring Rarch and Application Vol. 3, Iu 4, Jul-Aug 2013, pp.1196-1201 Effct of Dign Paramtr on th Prformanc of Lithium Ion Battry Aadil Ahmad 1, Mohd.

More information

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End

More information

Government Spending or Tax Cuts for Education in Taylor County, Texas

Government Spending or Tax Cuts for Education in Taylor County, Texas Govrnmnt Spnding or Tax Cuts for Education in Taylor County, Txas Ian Shphrd Abiln Christian Univrsity D Ann Shphrd Abiln Christian Univrsity On Fbruary 17, 2009, Prsidnt Barack Obama signd into law th

More information

est with berkeley / uc berkeley With Berkeley exten be your best with berkeley c berkeley extension / be your best w

est with berkeley / uc berkeley With Berkeley exten be your best with berkeley c berkeley extension / be your best w c rk xt yor st w rkly c rk xt st with rkly c rk xtn Crtificat yor Program st in with rkly c rk xt yor st with rkl c rk xt yor st w rkly Bsinss c rk xt st with rkly c rk xtn Administration yor st with rkly

More information

First Cut Stock Study Report

First Cut Stock Study Report Firt Cut Stock Study Rort Comany Nam: Comutr Program and Sytm Tickr: CPSI Dat of Study: //20 Pric: $ 6.7 Your Nam: Email addr: Joyc Ivanovitch joyc.ivanovitch@gmail.com City: Nw York Stat: NY Chatr Nam

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

A Graph-based Proactive Fault Identification Approach in Computer Networks

A Graph-based Proactive Fault Identification Approach in Computer Networks A Graph-basd Proacti Fault Idntification Approach in Computr Ntworks Yijiao Yu, Qin Liu and Lianshng Tan * Dpartmnt of Computr Scinc, Cntral China Normal Unirsity, Wuhan 4379 PR China E-mail: yjyu, liuqin,

More information

Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D

Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D 24+ Advancd Larning Loan Application form Rmmbr you can apply onlin. It s quick and asy. Go to www.gov.uk/advancdlarningloans About this form Complt this form if: you r studying an ligibl cours at an approvd

More information

Caution laser! Avoid direct eye contact with the laser beam!

Caution laser! Avoid direct eye contact with the laser beam! Manual ontnt 1. aturs 3 2. Spcifications 3 3. Packag contnts 3 4. Th mous at a glanc 4 5. onncting to th P 5 6. Installing th softwar 5 7. Th ditor 6 7.1 Starting th ditor 6 7.2 Main ontrol window 6 7.3

More information

Lecture 20: Emitter Follower and Differential Amplifiers

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

More information

Managing Risk with Composite Information Systems

Managing Risk with Composite Information Systems Managing Risk with Composit Information Systms Ying-Sung Tay May 1990 WP # CIS-90-10 MANAGING RISK WITH COMPOSITE INFORMATION SYSTEMS Ying-Sung Tay May 31, 1990 Rsarch Assistantship Rport ABSTRACT With

More information

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg Ky Managmnt Systm Framwork for Cloud Storag Singa Suparman, Eng Pin Kwang Tmask Polytchnic {singas,ngpk}@tp.du.sg Abstract In cloud storag, data ar oftn movd from on cloud storag srvic to anothr. Mor frquntly

More information

SOFTWARE ENGINEERING AND APPLIED CRYPTOGRAPHY IN CLOUD COMPUTING AND BIG DATA

SOFTWARE ENGINEERING AND APPLIED CRYPTOGRAPHY IN CLOUD COMPUTING AND BIG DATA Intrnational Journal on Tchnical and Physical Problms of Enginring (IJTPE) Publishd by Intrnational Organization of IOTPE ISSN 077-358 IJTPE Journal www.iotp.com ijtp@iotp.com Sptmbr 015 Issu 4 Volum 7

More information

EVALUATING EFFICIENCY OF SERVICE SUPPLY CHAIN USING DEA (CASE STUDY: AIR AGENCY)

EVALUATING EFFICIENCY OF SERVICE SUPPLY CHAIN USING DEA (CASE STUDY: AIR AGENCY) Indian Journal Fundamntal and Applid Lif Scincs ISSN: 22 64 (Onlin) An Opn Accss, Onlin Intrnational Journal Availabl at www.cibtch.org/sp.d/jls/20/0/jls.htm 20 Vol. (S), pp. 466-47/Shams and Ghafouripour

More information

TraSiCAD Version 2.8. TraSiCAD - Traffic Sign Computer Aided Design V2.8. ORDER / REGISTRATION FORM - TraSiCAD V2.8

TraSiCAD Version 2.8. TraSiCAD - Traffic Sign Computer Aided Design V2.8. ORDER / REGISTRATION FORM - TraSiCAD V2.8 TraSiCAD Vrsion 2.8 Copyright 2002 Qunsland Dpartmnt o Main Roads Inrastructur Managmnt & Dlivry Division Road Systms Oprations Branch Inrastructur Managmnt & Dlivry Division aims to support th sa and

More information

YouthWorks Youth Works (yüth- w rkz), n.

YouthWorks Youth Works (yüth- w rkz), n. YouthWorks Youth Works(yüth- w rkz),n. 1. Baltimor City s summr jobs program. 2. Crats carr pathways for Baltimor City youth. 3. Givs Baltimor mployrs opportunitis to train thir futur workforc. Opportunity

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

Job Description. Programme Leader & Subject Matter Expert

Job Description. Programme Leader & Subject Matter Expert Job titl: Programm Ladr & Subjct Mattr xprt Arbitration Pathways, ducation and Training Dpartmnt Salary band: 47,500 to 56,500 (dpndnt upon xprinc) Hours: 35 hours a wk Trm: Full Tim, Prmannt Accountabl

More information

A Session Linkage Enabler based on SIP Authentication and its Service

A Session Linkage Enabler based on SIP Authentication and its Service A Sion Linkg Enblr bd on SI Autntiction nd it Srvic Murkmi Koji, Toym Mi, Sud Yoiko, Mizuno Omu Abtrct NTT Informtion Sring ltform Lbortori, Nippon Tlgrp nd Tlpon Corportion 3-9-11, Midori-co, Muino-i,

More information

CAFA DIVERSITY JURISDICTION

CAFA DIVERSITY JURISDICTION Cla Action 101: CAFA Divrity Juridiction at a Glanc By Kathryn Honckr Jun 20, 2013 In thi dition of Cla Action 101, w giv a viual guid to th Cla Action Fairn Act (CAFA), 28 U.S.C. 1332(d)(2), to hlp you

More information

Information Management Strategy: Exploiting Big data and Advanced Analytics

Information Management Strategy: Exploiting Big data and Advanced Analytics Information Managmnt Stratgy: Exploiting Big data and Advancd Analytics William Duply Stratgist HP Cloud Hwltt-Packard Canada Big : What w ar building: Actionabl intllignc Businss valu Traditional BI/MIS/CRM/

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

Lecture 3: Diffusion: Fick s first law

Lecture 3: Diffusion: Fick s first law Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th

More information

Entry Voice Mail for HiPath Systems. User Manual for Your Telephone

Entry Voice Mail for HiPath Systems. User Manual for Your Telephone Entry Voic Mail for HiPath Systms Usr Manual for Your Tlphon About This Usr Manual About This Usr Manual This usr manual is intndd for Entry Voic Mail usrs and traind oprators who ar rsponsibl for confiurin

More information

Category 1: Purchased Goods and Services

Category 1: Purchased Goods and Services 1 Catgory 1: Purchasd Goods and Srvics Catgory dscription T his catgory includs all upstram (i.., cradl-to-gat) missions from th production of products purchasd or acquird by th rporting company in th

More information

Human Resources and Organisational Development Services. Service Area Name: Services to Schools Account Manager:

Human Resources and Organisational Development Services. Service Area Name: Services to Schools Account Manager: Srvic Ara Nam: Human Rsourcs and Organisational Dvlopmnt Srvics Srvics to Schools Account Managr: Nam: Tracy Palmr Position: Had of HR Managmnt Contact Numbr: 0191 561 1722 Email: tracy.palmr@sundrland.gov.uk

More information

Basis risk. When speaking about forward or futures contracts, basis risk is the market

Basis risk. When speaking about forward or futures contracts, basis risk is the market Basis risk Whn spaking about forward or futurs contracts, basis risk is th markt risk mismatch btwn a position in th spot asst and th corrsponding futurs contract. Mor broadly spaking, basis risk (also

More information

Payment Hub Project A Worldwide Electronic Banking System,

Payment Hub Project A Worldwide Electronic Banking System, DRAFT mbr gr Paymnt Hub Projct A Worldwid Elctronic Banking Systm, UNIVERSWIFTNET, 24 th May 2007, Amstrdam Vincnt Duriux Businss Projct Managr Oilfild Srvics - GoMarkts & Sgmnts mbr gr NSA ECA *Th GoMarkt*

More information

erkeley / uc berkeley extension Be YoUR Best / be est with berkeley / uc berkeley With BerkELEY exten xtension / be your best with berkele

erkeley / uc berkeley extension Be YoUR Best / be est with berkeley / uc berkeley With BerkELEY exten xtension / be your best with berkele c rkley xtnsion yor st w rkly c rkley xtnsion st with rkly c rkley xtn Crtificat yor Program st in with rkly c rk xtnsion yor st with rkl c rkley xtnsion yor st w rkly Financial c Planning rkley xtnsion

More information