Portability and Adaptability Improvements in Ninf-G: a GridRPC implementation

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Portability and Adaptability Improvements in Ninf-G: a GridRPC implementation"

Transcription

1 RPC Ninf-G, Ninf-GRPC(Remote Procedure Call) Ninf-G Globus Toolkit Globus-IO Globus Toolkit 1)Globus Toolkit 2)Globus Toolkit 3)Globus-IO Ninf-G Ver.5 Ninf-G Ver.5 Portability and Adaptability Improvements in Ninf-G: a GridRPC implementation Hidemoto Nakada, Masato Asou,, Yusuke Tanimura, Yoshio Tanaka and Satoshi Sekiguchi Ninf-G is a system that enables RPC (Remote Procedure Call) on the Grid envirionment. While the existing version of Ninf-G can work with various job invocation mechanisms from various Grid Middleware stacks, it always uses Globus-IO from Globus Toolkit as the communication layer. It means that the modules have to be linked with the Globus Toolkit libraries. As a result, the following issues arise: 1) Globus Toolkit installation could be a barrier for intial users, 2) Globus Toolkit restricts portability of Ninf-G, 3) it is difficult to use communication layer other than Globus-IO. The next incarnation of Ninf-G, the Ver. 5, will solve these issues by introducing external processes for communication, called Communication Proxies. All the Globus dependent portion of the codes is included in the proxies, making the core modules free from dependency. This design enabled to lower the barrier for initial users, make Ninf-G more portable, and make it possible to use other commnication layers Furthermore, the Communication Proxy makes it possible to use Ninf-G where the Client and the remote execution node cannot communicate each other directly. In this paper, we show the detailed design of the Ninf-G ver.5. We also show a result of an experiment to estimate the anticipated overhead comes from introducing the proxies. The result showed that the overhead is substantial but acceptable. 1. RPC(Remote Procedure Call) GridRPC, GridRPC National Institute of Advanced Industrial Science and Technology (AIST) SOUM Corporation API Ninf-G 1),2) Ninf-G Invoke Server 3),4). Globus Toolkit 5),6) Globus-IO Globus-IO Globus Toolkit GRAM 1

2 Ninf-G Globus Toolkit 3 1 Globus Toolkit GridRPC Globus Toolkit Globus Toolkit Ninf-G 1 Globus Toolkit OS OS Globus Toolkit Ninf-G 1 Globus-IO Ninf-G Condor 7) Condor Chirp 8) Chirp Ninf-G Ninf-G Ver.5 ( Ninf-G5),Ninf-G5 Invoke Server Ninf-G 2 Ninf- G 3 Ninf-G Ninf-G Ninf-G RPC(Remote Procedure Call) GridRPC GridRPC 9) OGF(Open Grid Forum) API Ninf-GAPI 1 Ninf-G Ninf-G < = #> )? > *,+.- /0' )6% ,:; Ninf-G grpc_function_handle_t handle; grpc_error_t res;... res = grpc_function_handle_init(&handle, "server.example.org", "test/func"); res = grpc_call(&handle, 100, A, B); 2! #"%$ '& )( 2.1 Ninf-G 2 IDgrpc_call GridRPC 2.2 Ninf-G Ninf-G 3 Ninf-G Globus Toolkit( GT) 5),6) MDS2 pre-ws GRAM Globus-IO Globus-IO Globus Toolkit Ninf-G Invoke Server 3),4) 2

3 @ A B=CEDFba RS)c a A B=CEDF d egfih#jlk O%Q]%^ GH I A J m k#n f,k#n KELNMPO.QRS%T=U 3 _` KELNMPOQ Invoke Server VXW S F#YZ W K'[ S\ 3 Invoker Server 2.3 Ninf-G IP IP NAT Ninf-G 2.4 Globus-IO Globus-IO Globus Toolkit GSI (Grid Security Infrastructure) SSL C Globus-IO 1998 OS Globus I/O Globus-IO pthread Globus-IO Globus-IO oqp rest%u9 oqperest%u u5~ v.wqx pey z {} { E} ƒ ž Ÿ œ ˆN!ŠN Œ Ž = < < 4 š s) œ }. b Ž < ž Ÿ œ Globus-IO Globus 3. Ninf-G5 3.1 Ninf-G5 Ninf-G

4 ³ q E E % 9³.µ q q ÒNÆ ÊÌË. qª «5 ÅbÆ ±E ² ÉÆ ÊÌË Ó5Æ ÊÌË Í9Æ Î Ï Ç5Æ N XŅ¹ º» ¼=½ ¾< À Á Ð9Æ Î Ï Âbà Ļ ¼=½ ¾< À<Á ÈÆ Ñ5Æ Î Ï ç5è5é5ê!ë ç9è5é5êäë ÛÛÛÛ Þ ß9ì Þâß5ì è5í è9í ïgðòñlóiôiõ ïgðöñgó,ôbõ 9ø ùø ú#ûlü#ý úbûgübý þbÿ þbÿ ôôôô ç5è5é5ê!ë ç5è9éê!ë ÛÛÛÛ Öi <Ø æ< âî æ î Öi <Ø Ù,Ú <Û Ô<Õ Ô Õ Úäã!å Ú!ãäå æ æ Ù,Ú Û <Û Ü Ý Ü Ý Þ ß9à á Þâß5à á Ô<Õ Ô Õ Öi <Ø 5 fork stdin/stdout/stderr exec 5 ( 1 ) ( 2 ) ( 3 ) ( 4 ) ( 5 ) ( 6 ) ( 7 ) ( 8 ) ( 9 ) Ninf-G NAT Ninf-G NAT 2.3 NAT Ninf-G NAT Ninf-G

5 ŸŸŸŸ œœœœ š š š š ˆˆˆ +,-.-/'1 % 243-5,-6 B E F=G H CD +-,.0/'1 %! 7 IJK LMONPKN "$#!% SUT 243V*W 7. %98':.! "$#!% #'&'( *)! PQRPKN NAT Ninf-G Globus-IO SSL GSI 8 4 NONE SECURE PROXY PROXY SECURE 9 100base/TX 2 žžžž j gkbl m nco4p q r s tuuv w*g$ox$`=t y gkbl z4{p = b 9 = = b = $ c $ = c $ $ _^ ]\[ ZYYX 9 `bacaca d?ecfbg?h i l }c~ k* 9pc 0q wug$o x p t ƒ y 8 jgkbl m n?o*p q r s t*u-v wug$ox$`=t y gk=l z*{ p -ª -«-ªU 0««± 0«²± 0ª ³ ²± 0ª ³ µ «- 0 0««4 0 0«= c $ $ $ $ = Š ŒŽ ŒŽ?? $ =? 9 $ 100base/TX (Mbyte/s) base/T 2 5. OmniRPC 10) Ninf-G API RPCOmniRPC Globus-IO Globus Toolkit Globus-IO 6. GridRPC Ninf-G5 Ninf-G5 5

6 ØØØ Ø ÖÖÖ ÐÐÐÑÑÑ ÏÏÏÏ ÌÌÌÌ ËÊ ËÊ ËÊ ËÊ ÉÉÉ ÜÜ à àà àààà ÜÜÜÜ»» ÐÑ Ò ÒÒ Ö ÔÕÖ Ò ÓÓ Ó Ó ÍÍÍÍ ÎÎÎλ9 c»= $ º$ ¹c $ c Ù0ÚUÙ0Û Ù-ÚUÙ0Û ÛÝ Þ±ß0Û ÛÝ Þ±ß-Û ß0Ú áâ ß0Ú áâã ÛÝ Þ±ß-Û»= $ $ $»= $ $ c»= $ $ c $ $»= $ c $ $ $»9» $ $ $ ¼½ ¾À Á ¾ÀÁàÄ?Å9Æ ÇcÈ9É Ä9Å?Æ ÇcÈ base/T Ninf-G5 Ninf-G Globus-IO Ninf-G Condor Chirp Ninf-G5 TCP/IP Cray XT3 11) TCP/IP Ninf-G5 TCP/IP Ninf (NAREGI National Research Grid Initiative) 1) Nakada, H., Tanaka, Y., Matsuoka, S. and Sekiguchi, S.: Grid Computing: Making the Global Infrastructure a Reality, John Wiley & Sons Ltd, chapter Ninf-G: a GridRPC system on the Globus toolkit, pp (2003). 2) Tanaka, Y., Nakada, H., Sekiguchi, S., Suzumura, T. and Matsuoka, S.: Ninf-G: A Reference Implementation of RPC-based Programming Middleware for Grid Computing, Journal of Grid Computing, Vol. 1, No. 1, pp (2003). 3),, : GridRPC Ninf-G UNICOREGT4,, Vol HPC-102, pp (2005). 4),, : GridRPC Ninf-G,, Vol HPC-108, pp (2006). 5) Globus Project. 6) Foster, I.: Globus Toolkit Version 4: Software for Service-Oriented Systems, IFIP International Conference on Network and Parallel Computing, Springer-Verlag LNCS 3779, pp (2005). 7) Thain, D., Tannenbaum, T. and Livny, M.: Condor and the Grid, Grid Computing: Making the Global Infrastructure a Reality (Berman, F., Fox, G. and Hey, T.(eds.)), John Wiley & Sons Inc. (2002). 8) Chirp. 9) Seymour, K., Nakada, H., Matsuoka, S., Dongarra, J., Lee, C. and Casanova, H.: GridRPC: A Remote Procedure Call API for Grid Computing, submitted to Grid ) Sato, M., Boku, T. and Takahasi, D.: OmniRPC: a Grid RPC System for Parallel Programming in Cluster and Grid Environment, Proceedings of CCGrid2003, pp (2003). 11) Cray XT4 and XT3 Supercomputers, 6

š œ ž Ÿ Ÿ Ÿ Ÿ ª ««ª Ÿ ª Ÿ «ª «± ² Ÿ Ÿ ª ² Ÿ ª ³ Ÿ µ ¹ ¹ º» ¼ ½ ž ¾ Ú Û Ü Ý Þ Ý ß Ú Ý à Þ Ý Ü Ú á â ã á Ý Û Ý ä å á ä å æ Ü ã ç ä ß Ú è Ú á Ý á á Ú é Ú

š œ ž Ÿ Ÿ Ÿ Ÿ ª ««ª Ÿ ª Ÿ «ª «± ² Ÿ Ÿ ª ² Ÿ ª ³ Ÿ µ ¹ ¹ º» ¼ ½ ž ¾ Ú Û Ü Ý Þ Ý ß Ú Ý à Þ Ý Ü Ú á â ã á Ý Û Ý ä å á ä å æ Ü ã ç ä ß Ú è Ú á Ý á á Ú é Ú R E L AT O D E E X P E R I Ê N C I A D A D I S C I P L I N A S E M I N Á R I O S D E D O C Ê N C I A, D O P R O G R A M A D E E N G E N H A R I A D E P R O D U Ç Ã O D A C O P P E / U F R J A N E X P E

More information

An unfinished experimental didactic novel. Chapter 8: Troy

An unfinished experimental didactic novel. Chapter 8: Troy !! " # $ % & ' ( ) An unfinished experimental didactic novel. Chapter 8: Troy * +, -. / 0 1 2 3 4 5 / 6 7 7 -. 8 9 : 4 3 4 9 ; / 4 3 4 < = >? @ A A > = >? < A B C D E F G = B F H I J @ D F K E > = F L

More information

Before The State Of Wisconsin DIVISION OF HEARINGS AND APPEALS

Before The State Of Wisconsin DIVISION OF HEARINGS AND APPEALS ! " # $ % & " ' ( # )! & ) * +,-. / 0 1 2 3-1 4 5 / 6,-,1 7-8 1 6 9 : / 7 3 ; < - 2 / 3 2,/ = / 8 4 2 1 : 3 + / >,- 6 1 7 -, 7 5 / 0 < 2 3 : / 7 3 1 4? < 4 / 3 @ < 7 8 A 2 1 4 / - -,. / 6 1 2 8 - B< ;

More information

CAUTION WARNING. 1. Keep body and clothing clear of moving parts.

CAUTION WARNING. 1. Keep body and clothing clear of moving parts. !! " # $ % & ' ( ) * ) ' % +, -.. - / 0 1 2 3 3 4 5 6 7 5 8 5 7 8 : ; < < 7 6 = >? > @ > A 5 4 B C : 7 D : E 5 F G 4 H I J J G 8 ;C 7 8 3 ; 8 C 7 6 K 7 3 4 L > M : 7 5 7 L ; 3 3 K 7 N 4 A E 3 3 A 5 7 ;

More information

! #! % & () +,. #! /. #! / %

! #! % & () +,. #! /. #! / % ! #! % & () +,. #! /. #! /. 01 1 2. % 3 1 34 5 promoting access to White Rose research papers Universities of Leeds, Sheffield and York http://eprints.whiterose.ac.uk/ This is an author produced version

More information

322 A. Troncoso Lora et al.

322 A. Troncoso Lora et al. Ä Ý Ý! # % & ( + (.!! +! % 6 7 8 :! # (! ( % 6? +! A B C D C F G I K M D K P K S K I F T V W K P Z X [ C ] ^ Z B _ Z ` F M b K P c V W Z P ^ X P [ C ] ^ Z B _ Z ` F M b K P T V W K P Z X S ^ gx P h F I

More information

TABLE OF CONTENTS Section Total No. of Page No.* Pages in Section (Optional)*

TABLE OF CONTENTS Section Total No. of Page No.* Pages in Section (Optional)* ! $ & (! / 1 3 5 8 9 : 3 < ( = > @ A C D F @ H A > J @ K D L K D N > P Q > J R S A U H @ V K Q > N K D S A > A V [ S @ J N S P K D F @ A S Q J Q > A C D F @ _ Q S _ a V L K D @ H H N S P Q K d K D F N

More information

FUSE Community Work Hub Cash Flow Worksheet CapacityBuild Consulting Inc. 04/11/2012 Opening Month 1 Month 2 Month 3 Month 4 Month 5 Month 6 Month 7 Month 8 Month 9 Month 10 Month 11 Month 12 Annual Sources

More information

Absence of Legislative History Obscures the Plain Meaning of Bankruptcy Code 503(b)(1)(A)

Absence of Legislative History Obscures the Plain Meaning of Bankruptcy Code 503(b)(1)(A) > Absence of Legislative History Obscures the Plain Meaning of Bankruptcy Code 503(b)(1)(A) By Teddy M. Kapur? @ A B C D E F G H G @ A I G J K L M @ E G K @ N O E F I F J D M O I H K O E O M F @ A J O

More information

Math Homework Grade 2 Module # 1

Math Homework Grade 2 Module # 1 Math Homework Grade 2 Module # 1 Name: Page Intentionally Left Blank L M N O P Q Q P L O P R S Q T U V S Q T U W O N O X R R W O X Y X Q A B C C D E F G D H B I D J K Z [ F Name Date 1. Circle all number

More information

research paper series

research paper series research paper series Internationalisation of Economic Policy Programme Research Paper 2001/13 Trade Liberalization and Strategic Outsourcing By Y. Chen, J. Ishikawa and Z. Yu The Centre acknowledges financial

More information

UvA-DARE (Digital Academic Repository) An update on 'might' van der Does, J.M.; Groeneveld, W.; Veltman, F.J.M.M.

UvA-DARE (Digital Academic Repository) An update on 'might' van der Does, J.M.; Groeneveld, W.; Veltman, F.J.M.M. UvA-DARE (Digital Academic Repository) An update on 'might' van der Does, J.M.; Groeneveld, W.; Veltman, F.J.M.M. Published in: Journal of Logic, Language and Information Link to publication Citation for

More information

Math Homework Grade 2 Module # 2. Name:

Math Homework Grade 2 Module # 2. Name: Math Homework Grade 2 Module # 2 Name: Page Intentionally Left Blank Name Date Count each centimeter cube to find the length of each object. 1. The crayon is centimeter cubes long. 2. The pencil is centimeter

More information

Parallel Computing with R using GridRPC

Parallel Computing with R using GridRPC Parallel Computing with R using GridRPC Junji NAKANO Ei-ji NAKAMA The Institute of Statistical Mathematics, Japan COM-ONE Ltd., Japan The R User Conference 2010 July 20-23, National Institute of Standards

More information

Dancing Queen. Strong rock. Andersson/Anderson/Ulvaeus transcr: Siddhi J Sundt. Guitar

Dancing Queen. Strong rock. Andersson/Anderson/Ulvaeus transcr: Siddhi J Sundt. Guitar Innhåll Titl Pd-sida. Dancin Qun. Knowin M, Knowin You 6. Tak a Chanc On M 8. Mamma Mia. Lay All Your Lov On M 6. upr Troupr 7 7. I Hav a Dram OLO 8. I Hav a Dram DUO 6 9. Th Winnr Taks It All 6. Mony,

More information

160 EX/47 Annexe I. y, C 30 C /

160 EX/47 Annexe I. y, C 30 C / q y ex O y 10. 1 u VI 2Ú Â y t¹u ' Ú Õ y y Õ Õ Õ y y œ // Õ» ' y x Õ» µ Ý» ;7 574; y, 1999 30 C 160 EX/47 Annexe I 30 C / 50 1999 7 23 6.4 VI 2 Ú Õ Â ' Ú Õ Õ Â t t Õ œ Ú Õ 1. Œ 1999 4 21, VI 2 Ú Õ y 2..

More information

Chapter 1 Introduction to Computers, the Internet, and the Web. Chapter 1 Introduction to Computers, the Internet, and the Web

Chapter 1 Introduction to Computers, the Internet, and the Web. Chapter 1 Introduction to Computers, the Internet, and the Web Chapter 1 Introduction to Computers, the Internet, and the Web! " # $ % & ' ( ) * +, - - / 0 1 2 3 0 + 2 ' 1 4 5 6 7 8 9 : ; < = 9 > 9? @ A B C D < = > E F G H < B I H J K L M N O P Q R S T U V W P X O

More information

Condor for the Grid. 3) http://www.cs.wisc.edu/condor/

Condor for the Grid. 3) http://www.cs.wisc.edu/condor/ Condor for the Grid 1) Condor and the Grid. Douglas Thain, Todd Tannenbaum, and Miron Livny. In Grid Computing: Making The Global Infrastructure a Reality, Fran Berman, Anthony J.G. Hey, Geoffrey Fox,

More information

Solving Large Scale Optimization Problems via Grid and Cluster Computing

Solving Large Scale Optimization Problems via Grid and Cluster Computing Solving Large Scale Optimization Problems via Grid and Cluster Computing Katsuki Fujisawa, Masakazu Kojima Akiko Takeda and Makoto Yamashita Abstract. Solving large scale optimization problems requires

More information

sanskritdocuments.org

sanskritdocuments.org .. Dasabodh by Samartha Ramadas Swami Chapter 7.. ÑÌ Ö Ñ Ó ØÚ : Ç Ðì Ñ Ô Ð : Ñ Ð Ö Ú Ú Ø Ô Ú º Ñ ÒÒ Ý â º»ÒÝ Ò Ø º ÈÖ Ô ½ Ö Ô Ò Ì º Ú Ô Ò ÔÖÑ Ì º Ð Ñ Ô Ò ÑÌ º Ý Ð ¾ Øß Ñ Ñ Ø º ØÝ Ô Ò ËÝ Ú º Ø Ú Ð Ú º Ô»

More information

hp-ux 11i (B.11.22) hp-ux 11i

hp-ux 11i (B.11.22) hp-ux 11i hp-ux 11i Ø 1.6 (B.11.22) Itanium ƒò ƒ hp-ux 11i Ø 1.6 2002 7 š u s ±. HP Å Ø r î ë Š. HP v,, þ, m, Ý, ³ ±. HP Ú þûw Ý ³ x ±. HEWLETT-PACKARD COMPANY 3000 Hanover Street Palo Alto, California 94304 U.S.A.

More information

G-lambda: Coordination of a Grid Scheduler and Lambda Path Service over GMPLS

G-lambda: Coordination of a Grid Scheduler and Lambda Path Service over GMPLS G-lambda: Coordination of a Grid Scheduler and Lambda Path Service over GMPLS Atsuko Takefusa 1 Michiaki Hayashi 2 Naohide Nagatsu 3 Hidemoto Nakada 1 Tomohiro Kudoh 1 Takahiro Miyamoto 2 Tomohiro Otani

More information

Appendix B. Geotechnical Factual Report. 22 Pembridge Crescent, London, W11 3DS 16

Appendix B. Geotechnical Factual Report. 22 Pembridge Crescent, London, W11 3DS 16 ni B oni o mi Cn, onon, D - Õ ÖÉØÙ B B B C B N M ¼ ç o m n i i š o m i n ž Ÿ n ± n ŷ š ŗ ŗ ŗ º È ½Ä Šƽ ½»Á ÄÅÁ»¼ ½¾ À Ë ÎÅ Ä ÅÍ ËÌ É Ë È ÑÅ ¾ Ï Ð Ë½¾ Å ÔÁ Óž áàâ ÉÞà ÜÝÞß ÛžÁ Ë ÀÅÀ ÚÅ ÑÅ Ð ãþã Ý ÜÞ

More information

Hazmat Style - Colors

Hazmat Style - Colors Hazmat Style - Colors Flood 1 Combustible 1 Flood 2 Dangerous Construction 1 Flammable Construction 2 Flammable Gas Noise 1 Flammable Gas 2 Noise 2 NFPA Blue Fume 1 NFPA Yellow Fume 2 NFPA Red Biohazard

More information

Modification of the Experimental Setup to reduce Misconceptions for the Voltaic Cell described in High School Chemistry Textbooks

Modification of the Experimental Setup to reduce Misconceptions for the Voltaic Cell described in High School Chemistry Textbooks Journal of the Korean Chemical Society 2003, Vol. 47, No. 1 Printed in the Republic of Korea * (2002. 12. 17 ) Modification of the Experimental Setup to reduce Misconceptions for the Voltaic Cell described

More information

MR(2000) ½ 62N01 / Î O213 A Ê (2012)

MR(2000) ½ 62N01 / Î O213 A Ê (2012) Á41ÁÁ6 Vol.41, No.6 2012 12½ ADVANCES IN MATHEMATICS Dec., 2012 º È ² Âͺ ÑÜÖº ÄÅ «² 1,2,, «Ý 1, Đ 3 (1. ÉÐ «Ì È«É Æ 100872; 2. Ç «¼ «Ì «¼ Ç 741001; 3. È ««Ð 210096) 0 Ã É Ø Ù± ß Õ Ö ÜÛ ³ Ò Õ ÑÆÅ Ú EM

More information

The first 32 characters in the ASCII-table are unprintable control codes and are used to control peripherals such as printers.

The first 32 characters in the ASCII-table are unprintable control codes and are used to control peripherals such as printers. The following ASCII table contains both ASCII control characters, ASCII printable characters and the extended ASCII character set ISO 8859-1, also called ISO Latin1 The first 32 characters in the ASCII-table

More information

elan FAQ Electronic Proposals Page 1 of 6 Frequently Asked Questions on Submitting Electronic Proposals

elan FAQ Electronic Proposals Page 1 of 6 Frequently Asked Questions on Submitting Electronic Proposals elan FAQ Electronic Proposals 19.09.2016 Page 1 of 6 Frequently Asked Questions on Submitting Electronic Proposals Questions Pertaining to elan I ve forgotten my password. What should I do? I ve set up

More information

Reducing Physical Demands. Floor Wet Mopping. Revised March 9, 2011

Reducing Physical Demands. Floor Wet Mopping. Revised March 9, 2011 Reducing Physical Demands Floor Wet Mopping Revised March 9, 2011 This document has been compiled by the Department of Occupational Health and Safety Sources: 1) MSI PREVENTION BULLETIN 5: Floor Mopping

More information

Free-Free or Bremsstrahlung Radiation

Free-Free or Bremsstrahlung Radiation Free-Free or Bremsstrahlung Radiation Electrons in a plasma are accelerated by encounters with massive ions. This is the dominant continuum emission mechanism in thermal plasmas. An important coolant for

More information

GT 6.0 GRAM5 Key Concepts

GT 6.0 GRAM5 Key Concepts GT 6.0 GRAM5 Key Concepts GT 6.0 GRAM5 Key Concepts Overview The Globus Toolkit provides GRAM5: a service to submit, monitor, and cancel jobs on Grid computing resources. In GRAM, a job consists of a computation

More information

½¼ ƺ ÇÊ Î Íº Ê ÀÅ ÆÆ À Ò Ñ Ü{ Ñ Ñ } Ñ ( Ñ Ü{ Ñ Ñ } Ñ ) ( Ñ Ü{ Ñ Ñ } Ñ µ ) µ Ò µ µµ Ò µ ÓÖ ÒÝ ÙØÓÑÓÖÔ Ñ ÙØ Xµº µ Á Ñ Ñ Ò Ø Ò Ñ Ñ Ò µ Ñ Ò{ Ñ Ñ X Ñ } Ê

½¼ ƺ ÇÊ Î Íº Ê ÀÅ ÆÆ À Ò Ñ Ü{ Ñ Ñ } Ñ ( Ñ Ü{ Ñ Ñ } Ñ ) ( Ñ Ü{ Ñ Ñ } Ñ µ ) µ Ò µ µµ Ò µ ÓÖ ÒÝ ÙØÓÑÓÖÔ Ñ ÙØ Xµº µ Á Ñ Ñ Ò Ø Ò Ñ Ñ Ò µ Ñ Ò{ Ñ Ñ X Ñ } Ê Æº ÓÖ Ú Íº Ê Ñ ÒÒ ÁÆÌ ÊË ÌÁÇÆ Æ ÁÆ Á Æ ÁËÌ Æ Ë ÌÏ Æ È Ê ÇÄÁ ËÍ ÊÇÍÈË Ç Ê Í ÌÁÎ ÊÇÍÈ ý ý ý ¼ ¾¼½ º ØÖ Øº Ä Ø Ö ÙØ Ú Ð Ö ÖÓÙÔ Ò Ð Ø È É Ô Ö Ó Ô Ö ÓÐ Ù ÖÓÙÔ º Ï ÓÒ Ö Ö ÓÑ ÔÖÓÔ ÖØ Ó ÒØ Ö Ø ÓÒ Ò Ò ÒØ Ø Ò Ò

More information

ž ř ě ž á é Č Š š ř ý Ž á ů š ý č ě ř ě š č č ě é ě ý šý ř ý ý Č ě ž á á š ě č á á ě é á ě ů ř é ě ě á ž ě á ž á š ý ž á žá é á ž á š ž á ě ď á á ď á

ž ř ě ž á é Č Š š ř ý Ž á ů š ý č ě ř ě š č č ě é ě ý šý ř ý ý Č ě ž á á š ě č á á ě é á ě ů ř é ě ě á ž ě á ž á š ý ž á žá é á ž á š ž á ě ď á á ď á ŘÁ Ž É ť ž ř ě ž á é Č Š š ř ý Ž á ů š ý č ě ř ě š č č ě é ě ý šý ř ý ý Č ě ž á á š ě č á á ě é á ě ů ř é ě ě á ž ě á ž á š ý ž á žá é á ž á š ž á ě ď á á ď á á ů é á é ž ě ť ž ěš ž ř č ř ř č ě á á č á

More information

ł ł ł ł ó ą ł ł ĄĄ ę ł Ę ń ę Ą ń ł ą Ę ś ń ł ł ń ą ł ł ł Ą ł ł ł ł ń ł ą Ć ó ń ł Ą ź ł ł ą Ę Ę Ż Ą ć ł ń ł ą ł ł ó ę ą Ą ł ą ń ą Ą Ć ł ł Ą Ą ł ą Ę ł ź ń Ę ł ł ę ę ą Ą ę ą Ę ą Ą

More information

Concepts and Architecture of the Grid. Summary of Grid 2, Chapter 4

Concepts and Architecture of the Grid. Summary of Grid 2, Chapter 4 Concepts and Architecture of the Grid Summary of Grid 2, Chapter 4 Concepts of Grid Mantra: Coordinated resource sharing and problem solving in dynamic, multi-institutional virtual organizations Allows

More information

GridSolve: : A Seamless Bridge Between the Standard Programming Interfaces and Remote Resources

GridSolve: : A Seamless Bridge Between the Standard Programming Interfaces and Remote Resources GridSolve: : A Seamless Bridge Between the Standard Programming Interfaces and Remote Resources Jack Dongarra University of Tennessee and Oak Ridge National Laboratory 2/25/2006 1 Overview Grid/NetSolve

More information

GRASS GIS ON HIGH PERFORMANCE COMPUTING WITH MPI, OPENMP AND NINF-G PROGRAMMING FRAMEWORK

GRASS GIS ON HIGH PERFORMANCE COMPUTING WITH MPI, OPENMP AND NINF-G PROGRAMMING FRAMEWORK GRASS GIS ON HIGH PERFORMANCE COMPUTING WITH MPI, OPENMP AND NINF-G PROGRAMMING FRAMEWORK S. Akhter a,b, *, K. Aida a,b and Y. Chemin c a National Institute of Informatics, Hitotsubashi, Tokyo Japan (shamim,

More information

Mobile Push: Delivering Content to Mobile Users

Mobile Push: Delivering Content to Mobile Users Mobile Push: Delivering Content to Mobile Users Ivana Podnar Faculty of EE and Computing University of Zagreb Unska 3, Zagreb, Croatia ivana.podnar@fer.hr Manfred Hauswirth Distributed Information Systems

More information

Slow movement catches on quickly

Slow movement catches on quickly Slow movement catches on quickly It may seem uncomfortable at times, but there is nothing that makes me happier than when I harvest the food that I have cultivated. - Choi Geumok!", # $ %&', ()* +, '-./0

More information

ASCII Code - The extended ASCII table

ASCII Code - The extended ASCII table ASCII Code - The extended ASCII table ASCII stands for American Standard Code for Information Interchange. It's a 7-bit character code where every single bit represents a unique character. On this webpage

More information

Cloud Computing and Software Services: Theory and Technique. John Doe

Cloud Computing and Software Services: Theory and Technique. John Doe Cloud Computing and Software Services: Theory and Technique John Doe April 30, 2009 ii Contents 1 Transparent Cross-Platform Access to Software Services Using GridSolve and GridRPC 1 1.1 Introduction to

More information

píêéåöíüéåáåö çñ j~åüáå~ääé dä~ëëjáå~ `çãéçëáíéë

píêéåöíüéåáåö çñ j~åüáå~ääé dä~ëëjáå~ `çãéçëáíéë Journal of the Ceramic Society of Japan 115 [3]216 221 (2007) Paper ê ñ é ü ~p ó 316 8511 t 4 12 1 píêéåöíüéåáåö çñ j~åüáå~ääé dä~ëëjáå~ `çãéçëáíéë Osami ABE and Kazuya KOURIN The Research Center for Superplasticity,

More information

Grid Computing With FreeBSD

Grid Computing With FreeBSD Grid Computing With FreeBSD USENIX ATC '04: UseBSD SIG Boston, MA, June 29 th 2004 Brooks Davis, Craig Lee The Aerospace Corporation El Segundo, CA {brooks,lee}aero.org http://people.freebsd.org/~brooks/papers/usebsd2004/

More information

PLUMBERS & FITTERS LOCAL #761 APPRENTICE APPLICANT INFORMATION

PLUMBERS & FITTERS LOCAL #761 APPRENTICE APPLICANT INFORMATION QUALIFICATIONS: PLUMBERS & FITTERS LOCAL #761 APPRENTICE APPLICANT INFORMATION Age: 17 years minimum. Education: High school graduate or G.E.D. Certificate or equivalent. REQUIREMENTS: 1. All applications

More information

Patternliste Hill Country Circle Mai 2011

Patternliste Hill Country Circle Mai 2011 Patternliste Hill Country Circle 3 27.-29. Mai 2011 AQHA Klassen: Q - 1341 Junior Reining Open # 6 Q 1342 Senior Reining Open # 11 Q 2340 Reining Amateur # 4 Q 3340 Reining Novice Amateur # 6 Q - 4340

More information

Ê ÌÁÇÆ Ä ÆÍÅ ÊË É ÒØ Ö ¼ ÍÆ ÌÁÇÆ Á Ä Ô µ µ Ö Ø ÓÒ Ð ÙÒØ ÓÒ Ò ÓÒ Ú Ö ¹ Ð ÓÚ Ö Ò Ø Ð º ÄÇ Ä Á Ä Ë º º É Ô ¾

Ê ÌÁÇÆ Ä ÆÍÅ ÊË É ÒØ Ö ¼ ÍÆ ÌÁÇÆ Á Ä Ô µ µ Ö Ø ÓÒ Ð ÙÒØ ÓÒ Ò ÓÒ Ú Ö ¹ Ð ÓÚ Ö Ò Ø Ð º ÄÇ Ä Á Ä Ë º º É Ô ¾ ÄÇÁË Ê ÈÊ Ë ÆÌ ÌÁÇÆË Ê Ö Ì ÝÐÓÖ ØØÔ»»ÛÛÛºÑ Ø º ÖÚ Ö º Ù» ÖØ ÝÐÓÖ ½ Ê ÌÁÇÆ Ä ÆÍÅ ÊË É ÒØ Ö ¼ ÍÆ ÌÁÇÆ Á Ä Ô µ µ Ö Ø ÓÒ Ð ÙÒØ ÓÒ Ò ÓÒ Ú Ö ¹ Ð ÓÚ Ö Ò Ø Ð º ÄÇ Ä Á Ä Ë º º É Ô ¾ Ì Ê Ñ ÒÒ Ø ÙÒØ ÓÒ µ È ½Ò ½ Ò

More information

Transforming ER & EER diagrams into Relations (Chapter 9) Overview

Transforming ER & EER diagrams into Relations (Chapter 9) Overview Transforming ER & EER diagrams into Relations (Chapter 9) "!$# %&%#('()* Overview A relatively straightforward process with a welldefined set of rules. Many CASE Tools can automatically perform many of

More information

Mini-note User Guide " # ! "! # $ &)'' # '$ +!% &!! +' '+ ' '+"'"!+ ' +#+#"# " $ -' % %' ""!!& (%"',' " $ '%+. #/-+. #0+. #1 1!

Mini-note User Guide  # ! ! # $ &)'' # '$ +!% &!! +' '+ ' '+'!+ ' +#+##  $ -' % %' !!& (%','  $ '%+. #/-+. #0+. #1 1! Mini-note User Guide!! "! # $ % & '%!''(%'''! &)'' # '$ *"%!&"'+,! + +!% &!! +' '+ ' '+"'"!+ ' +#+#"# " $ " # -' % %' ""!!& (%"',' " $ '%+. #/-+. #0+. #1 1! (%'%" $ 0 (%0' + '$ 1 2+1 2- (%,'!$ & "' ( (%"','

More information

Professional Liability Errors and Omissions Insurance Application

Professional Liability Errors and Omissions Insurance Application If coverage is issued, it will be on a claims-made basis. Notice: this insurance coverage provides that the limit of liability available to pay judgements or settlements shall be reduced by amounts incurred

More information

Operating Systems. Distributed Systems. A distributed system is:

Operating Systems. Distributed Systems. A distributed system is: Operating Systems Interface between the hardware and the rest: editors, compilers, database systems, application programs, your programs, etc. Allows portability, enables easier programming, The manager

More information

CONDOR And The GRID. By Karthik Ram Venkataramani Department of Computer Science University at Buffalo kv8@cse.buffalo.edu

CONDOR And The GRID. By Karthik Ram Venkataramani Department of Computer Science University at Buffalo kv8@cse.buffalo.edu CONDOR And The GRID By Karthik Ram Venkataramani Department of Computer Science University at Buffalo kv8@cse.buffalo.edu Abstract Origination of the Condor Project Condor as Grid Middleware Condor working

More information

TYPE SUBCATEGORIES AND CHARACTERISTICS

TYPE SUBCATEGORIES AND CHARACTERISTICS INTRODUCTION TO GRAPHIC COMMUNICATIONS TYPE SUBCATEGORIES AND CHARACTERISTICS Section No. 203 There are six major classifications of typographic glyphs which we have discussed in class. Additionally we

More information

2. PC. Star Wars IML PC PC CPU. Linux. Linux OS. TOP500 Supercomputer Sites Top 500 Sub List[1] Linpack

2. PC. Star Wars IML PC PC CPU. Linux. Linux OS. TOP500 Supercomputer Sites Top 500 Sub List[1] Linpack / / Vol. 47, No. 2, pp. 1 8, 2003 1 PC * * 1. PC PC PC PC CPU PC PC PC PC Linux OS PC TOP500 Supercomputer Sites Top 500 Sub List[1] Linpack 500 35 the University of Heidelberg Helics Cluster[2] 47 Prest

More information

An Effective Sampling Method for Decision Trees Considering Comprehensibility and Accuracy

An Effective Sampling Method for Decision Trees Considering Comprehensibility and Accuracy WSEAS TRANSACTIONS on COPUTERS An Effective Sampling ethod for Decision Trees Considering Comprehensibility and Accuracy HYONTAI SUG Division of Computer and Information Engineering Dongseo University

More information

Users-Grid: A Unique and Transparent Grid-Operating System

Users-Grid: A Unique and Transparent Grid-Operating System Users-Grid: A Unique and Transparent Grid-Operating System Raihan Ur Rasool, Guo Qingping and Zhou Zhen {raihan,qpguo}@mail.whut.edu.cn; zc_overwhelming@hotmail.com; shadi79h@hotmail.com. Wuhan University

More information

Based on Lecture Notes by Qiang Yang, SFU Thanks: Ethan Cerami New York University. Java Application Or Servlet. XML Parser.

Based on Lecture Notes by Qiang Yang, SFU Thanks: Ethan Cerami New York University. Java Application Or Servlet. XML Parser. @, $#" 654 5RD DS ;,QWURGXFWLR W ; 3DUVLQJ Based on Lecture Notes by Qiang Yang, SFU Thanks: Ethan Cerami New York University What is a Parser Defining Parser Responsibilities Evaluating Parsers Validation

More information

Austrian Grid. Report on the State of the Art Survey

Austrian Grid. Report on the State of the Art Survey Austrian Grid Austrian Grid Report on the State of the Art Survey Document Identier: AG-D4-1-2008_2.pdf Status: Public Workpackage: 4 Partners: Research Institute for Symbolic Computation (RISC) Lead Partner:

More information

visperf: Monitoring Tool for Grid Computing

visperf: Monitoring Tool for Grid Computing visperf: Monitoring Tool for Grid Computing DongWoo Lee 1, Jack J. Dongarra and R.S. Ramakrishna Department of Information and Communication, Kwangju Institute of Science and Technology, South Korea leepro,rsr

More information

An approach to grid scheduling by using Condor-G Matchmaking mechanism

An approach to grid scheduling by using Condor-G Matchmaking mechanism An approach to grid scheduling by using Condor-G Matchmaking mechanism E. Imamagic, B. Radic, D. Dobrenic University Computing Centre, University of Zagreb, Croatia {emir.imamagic, branimir.radic, dobrisa.dobrenic}@srce.hr

More information

Operating System for the K computer

Operating System for the K computer Operating System for the K computer Jun Moroo Masahiko Yamada Takeharu Kato For the K computer to achieve the world s highest performance, Fujitsu has worked on the following three performance improvements

More information

A Study on the Mismatch of Time and Frequency Domain for Vibration Criteria of Sensitive Equipment

A Study on the Mismatch of Time and Frequency Domain for Vibration Criteria of Sensitive Equipment 1 1(2002 8) Journal of the Korean Society of Semiconductor Equipment Technology, Vol. 1, No. 1. August 2002.!" ** ** A Study on the Mismatch of Time and Frequency Domain for Vibration Criteria of Sensitive

More information

PERFORMANCE MONITORING OF GRID SUPERSCALAR WITH OCM-G/G-PM: INTEGRATION ISSUES

PERFORMANCE MONITORING OF GRID SUPERSCALAR WITH OCM-G/G-PM: INTEGRATION ISSUES PERFORMANCE MONITORING OF GRID SUPERSCALAR WITH OCM-G/G-PM: INTEGRATION ISSUES Rosa M. Badia and Raül Sirvent Univ. Politècnica de Catalunya, C/ Jordi Girona, 1-3, E-08034 Barcelona, Spain rosab@ac.upc.edu

More information

Grid Workflow Management System

Grid Workflow Management System J. Song, J. Singh, C.K. Koh, Y.S. Ong and C.W. See J. Song 1, J. Singh 2, C.K. Koh 1, Y.S. Ong 2 and C.W. See 1 1 Asia Asia Pacific Science and Technology Center Sun Microsystems Inc. 2 Nanyang Technological

More information

Enabling Personal Clusters on Demand for Batch Resources Using Commodity Software

Enabling Personal Clusters on Demand for Batch Resources Using Commodity Software Enabling Personal Clusters on Demand for Batch Resources Using Commodity Software Yang-Suk Kee, Carl Kesselman Information Sciences Institute, University of Southern California {yskee,carl}@isi.edu Daniel

More information

Tengwar Annatar A Tengwar Type Family

Tengwar Annatar A Tengwar Type Family Tengwar Annatar A Tengwar Type Family Johan Winge Version 1.10 released on April 7, 2004 Contents 1 Introduction 2 1.1 Hey, not so fast! What is this all about?............ 2 1.2 What s new?...........................

More information

P ˆ.. ³ Ì µ,.. ƒ ²µÖ,.. ³²Ö Ö,. µ²ö ±,.. Ê Ò,.. ± ˆ ˆ ˆŒ ˆ ˆ Ÿ Œˆ ŒŠ Œ ˆ Š Œ Š Ÿ ˆ ŒˆŠˆ

P ˆ.. ³ Ì µ,.. ƒ ²µÖ,.. ³²Ö Ö,. µ²ö ±,.. Ê Ò,.. ± ˆ ˆ ˆŒ ˆ ˆ Ÿ Œˆ ŒŠ Œ ˆ Š Œ Š Ÿ ˆ ŒˆŠˆ P11-2004-149 ˆ.. ³ Ì µ,.. ƒ ²µÖ,.. ³²Ö Ö,. µ²ö ±,.. Ê Ò,.. ± ˆ ˆ ˆŒ ˆ ˆ Ÿ Œˆ ŒŠ Œ ˆ Š Œ Š Ÿ ˆ ŒˆŠˆ ³ Ì µ ˆ... P11-2004-149 ² Ò ² ³µ É Î É Í Ö ³ ³± Ì ³µ ² ± ɵ µ ³µ² ±Ê²Ö µ ³ ± ³µÉ Ò ±µ³ Í ³µ ² QMD ² Î

More information

Grid Computing. Making the Global Infrastructure a Reality. Wiley Series on Communications Networking & Distributed Systems

Grid Computing. Making the Global Infrastructure a Reality. Wiley Series on Communications Networking & Distributed Systems Brochure More information from http://www.researchandmarkets.com/reports/2172168/ Grid Computing. Making the Global Infrastructure a Reality. Wiley Series on Communications Networking & Distributed Systems

More information

Advanced Computer Network

Advanced Computer Network Advanced Computer Network 5. Grid 5.1 Definition 5.2 Components 5.3 Infrastructure 1 What Do We Learn? What is the grid? definition What technology is needed to create the grid? component technology How

More information

G abcd. q (x,y) = s W[s] Ψ, q[s]

G abcd. q (x,y) = s W[s] Ψ, q[s] ÐÙÓÒ ÔÖÓÔ ØÓÖ ÖÓÑ Ò ¹Å ÐÐ Ô Ò Ó Ñ ÐÓÖ Ò ÓÒÖ Ý Á È È ÒÒ ËØ Ø ÉÙ ÒØÙÑ Ö Ú ØÝ Ò Ø Ñ Ö ÁÁÁ Á È È ÒÒ ËØ Ø Ù Ù Ø ¾ ¾¼¼ ÈÐ Ò Ó Ø Ð ½º Ö Ö Ú Û Ö Ú ØÓÒ ÖÓÑ Ô Ò Ó Ñ ¾º Ï Ý ÓÒ Ö Ò ¹Å ÐÐ Ô Ò Ó Ñ º ËÍ ¾µ Å Ø ÓÖÝ Ò

More information

Kinescope A MARK SIMONSON STUDIO FONT. Use r Gu ide

Kinescope A MARK SIMONSON STUDIO FONT. Use r Gu ide Kinescope A MARK SIMONSON STUDIO FONT Use r Gu ide Congratulations on purchasing a license to Kinescope! This handy guide will help you get the most from your new font. Kinescope uses advanced OpenType

More information

Š 51(023) 72 Š 22.1 «ª± ± «¼ ª 72 Œ ² ² ±ª ª ³ ª. 7 ª«±±. Œ ² ±ª ²ª ² «ŒŒŒ. Œ.: ˆ - µ ª - ² ² ±ª ª³«¼² ² ² - ªµ ±±«, 2001, 72 ±. ¾ ± ² «² ² ±ª ª ³ ª «

Š 51(023) 72 Š 22.1 «ª± ± «¼ ª 72 Œ ² ² ±ª ª ³ ª. 7 ª«±±. Œ ² ±ª ²ª ² «ŒŒŒ. Œ.: ˆ - µ ª - ² ² ±ª ª³«¼² ² ² - ªµ ±±«, 2001, 72 ±. ¾ ± ² «² ² ±ª ª ³ ª « ŒŽ ŠŽ Šˆ ƒž ˆ ˆ. Œ.. ŽŒŽ Ž Ž Œ µ ª - ² ² ±ª ª³«¼² ² Œ Ž ˆ Š Ÿ Ž Š ƒž Ž ˆŸ ŒŒŒ.. ª Œ ² ² ±ª ª ³ ª 7 ª«±± Œ ±ª 2001 Š 51(023) 72 Š 22.1 «ª± ± «¼ ª 72 Œ ² ² ±ª ª ³ ª. 7 ª«±±. Œ ² ±ª ²ª ² «ŒŒŒ. Œ.: ˆ - µ ª

More information

Execution Management: Key Concepts

Execution Management: Key Concepts Execution Management: Key Concepts Execution Management: Key Concepts Overview The Globus Toolkit provides a service to submit, monitor, and cancel jobs on Grid computing resources called GRAM. In GRAM,

More information

Cost Estimation of Sheet Metal Parts with Neural Networks

Cost Estimation of Sheet Metal Parts with Neural Networks Cost Estimation of Sheet Metal Parts with Neural Networks M. Geiger, J. Knoblach University of Erlangen-Nuremberg, Germany Chair of Manufacturing Technology Abstract Increasing competition means that the

More information

Ñ Ò É ÉÊÉ Ö ÒÌ ² µ, Ê

Ñ Ò É ÉÊÉ Ö ÒÌ ² µ, Ê Ó³ Ÿ. 2001. º4[107] Particles and Nuclei, Letters. 2001. No.4[107] Š 615.07, 543 ˆ ˆ Œ ˆ ˆŸ ˆ - ˆ Š ˆ Šˆ Œ ˆ ŒˆŠ ˆ SPIRULINA PLATENSIS ˆ œ ˆ Œ Ÿ - ˆ ˆ Šˆ Œ ˆ.Œ.Œµ ʲ Ï ² a,.ˆ.š ± ² a,.ˆ. ²µ±µ Ò²Ó ± a,.ˆ.

More information

ipaq H3600 Pocket PC

ipaq H3600 Pocket PC b ipaq H3600 Pocket PC 231145-291 2001 2 nç å ³ l ³ Compaq Computer Corporation 2001 Compaq Computer Corporation 2001 ò Compaq Compaq Compaq Computer Corporation ipaq Compaq Information Technologies Group,

More information

The Lattice Project. A Computational Grid System. Presented by Adam Bazinet

The Lattice Project. A Computational Grid System. Presented by Adam Bazinet The Lattice Project A Computational Grid System Presented by Adam Bazinet What It Is The Lattice Project is an attempt to effectively share computational resources among departments and institutions, starting

More information

P U B L I C A T I O N I N T E R N E N o. TOWARDS A TRANSPARENT DATA ACCESS MODEL FOR THE GridRPC PARADIGM

P U B L I C A T I O N I N T E R N E N o. TOWARDS A TRANSPARENT DATA ACCESS MODEL FOR THE GridRPC PARADIGM I R I P U B L I C A T I O N I N T E R N E N o 1823 S INSTITUT DE RECHERCHE EN INFORMATIQUE ET SYSTÈMES ALÉATOIRES A TOWARDS A TRANSPARENT DATA ACCESS MODEL FOR THE GridRPC PARADIGM GABRIEL ANTONIU, EDDY

More information

Performance monitoring of GRID superscalar with OCM-G/G-PM: integration issues

Performance monitoring of GRID superscalar with OCM-G/G-PM: integration issues Performance monitoring of GRID superscalar with OCM-G/G-PM: integration issues Rosa M. Badia, Raül Sirvent {rosab rsirvent}@ac.upc.edu Univ. Politècnica de Catalunya C/ Jordi Girona, 1-3, E-08034 Barcelona,

More information

Distributed Operating Systems. Cluster Systems

Distributed Operating Systems. Cluster Systems Distributed Operating Systems Cluster Systems Ewa Niewiadomska-Szynkiewicz ens@ia.pw.edu.pl Institute of Control and Computation Engineering Warsaw University of Technology E&IT Department, WUT 1 1. Cluster

More information

February 3, 2015. Scott Cline City College of San Francisco 50 Phelan Avenue San Francisco, CA

February 3, 2015. Scott Cline City College of San Francisco 50 Phelan Avenue San Francisco, CA February 3, 2015 Scott Cline City College of San Francisco 50 Phelan Avenue San Francisco, CA RE: Fungal Investigation City College of San Francisco Administration Building 31 Gough Street San Francisco,

More information

P ϱµ, ƒ.. ƒ²µ É,.. ƒµ,. ƒ. ÉÊ̵ Î,.. ˆ²ÓÕÏ ±µ,.. ŠµÉµ,. ƒ. Š Êε µ±,. ƒ. Ì,.. Ê µ, ƒ.. ²±µ. ˆ Œ Š Œ ˆˆ ƒˆ Ÿ Šˆ MDT-Š Œ Š ˆŒ ATLAS

P ϱµ, ƒ.. ƒ²µ É,.. ƒµ,. ƒ. ÉÊ̵ Î,.. ˆ²ÓÕÏ ±µ,.. ŠµÉµ,. ƒ. Š Êε µ±,. ƒ. Ì,.. Ê µ, ƒ.. ²±µ. ˆ Œ Š Œ ˆˆ ƒˆ Ÿ Šˆ MDT-Š Œ Š ˆŒ ATLAS P13-2005-29.. ϱµ, ƒ.. ƒ²µ É,.. ƒµ,. ƒ. ÉÊ̵ Î,.. ˆ²ÓÕÏ ±µ,.. ŠµÉµ,. ƒ. Š Êε µ±,. ƒ. Ì,.. Ê µ, ƒ.. ²±µ ˆ Œ Š Œ ˆˆ ƒˆ Ÿ Šˆ MDT-Š Œ Š ˆŒ ATLAS ϱµ... P13-2005-29 É ³ ±µ³ Í µ ²Ö µ ± MDT-± ³ Ô± ³ É ATLAS

More information

Plug-in Scheduler Design for a Distributed Grid Environment

Plug-in Scheduler Design for a Distributed Grid Environment Laboratoire de l Informatique du Parallélisme École Normale Supérieure de Lyon Unité Mixte de Recherche CNRS-INRIA-ENS LYON-UCBL n o 5668 Plug-in Scheduler Design for a Distributed Grid Environment Eddy

More information

Comparative Study and Performance Enhancement of Scaled out Cloud Architecture of Amazon web Services

Comparative Study and Performance Enhancement of Scaled out Cloud Architecture of Amazon web Services Comparative Study and Performance Enhancement of Scaled out Cloud Architecture of Amazon web Services D.S. Chauhan 1, Manjeet Gupta 2 and Brijesh Kumar 3 1 Vice Chancellor, Uttrakhand Technical University,

More information

3 APPENDIX B: A BRIEF JOURNEY THROUGH ARABIC GRAMMAR

3 APPENDIX B: A BRIEF JOURNEY THROUGH ARABIC GRAMMAR B-1 Appendix B: Arabic Grammar 3 APPENDIX B: A BRIEF JOURNEY THROUGH ARABIC GRAMMAR You will cover the basics of the following topics in this Part. 1. Subject and Predicate ----------------------- B-2

More information

Enabling workflows in GridSolve: request sequencing and service trading

Enabling workflows in GridSolve: request sequencing and service trading J Supercomput (2013) 64:1133 1152 DOI 10.1007/s11227-010-0549-1 Enabling workflows in GridSolve: request sequencing and service trading Yinan Li Asim YarKhan Jack Dongarra Keith Seymour Aurèlie Hurault

More information

UNIVERSITY OF TRENTO STOCHASTIC RAY PROPAGATION IN STRATIFIED RANDOM LATTICES. A. Martini, M. Franceschetti, and A. Massa.

UNIVERSITY OF TRENTO STOCHASTIC RAY PROPAGATION IN STRATIFIED RANDOM LATTICES. A. Martini, M. Franceschetti, and A. Massa. UNIVERSITY OF TRENTO DIPARTIMENTO DI INGEGNERIA E SCIENZA DELL INFORMAZIONE 383 Povo Trento (Italy), Via Sommarive 4 http://www.disi.unitn.it STOCHASTIC RAY PROPAGATION IN STRATIFIED RANDOM LATTICES A.

More information

CSF4:A WSRF Compliant Meta-Scheduler

CSF4:A WSRF Compliant Meta-Scheduler CSF4:A WSRF Compliant Meta-Scheduler Wei Xiaohui 1, Ding Zhaohui 1, Yuan Shutao 2, Hou Chang 1, LI Huizhen 1 (1: The College of Computer Science & Technology, Jilin University, China 2:Platform Computing,

More information

GALAXY - ZENIT PLUS. PRELIMINARY rev. 03/2015. PF = kw (A35/W7) PC = kw (A7/W35)

GALAXY - ZENIT PLUS. PRELIMINARY rev. 03/2015. PF = kw (A35/W7) PC = kw (A7/W35) ALAXY - ZIT PLUS Refrigeratori di liquido e pompe di calore ad aria ad alta efficienza per esterno High efficiency air-cooled liquid chillers and heat pumps for outdoor P = 192 326 kw (A35/W7) PC = 234

More information

Program Proposal for a Minor

Program Proposal for a Minor S15-1 Program Proposal for a Minor 1. Name of the proposed minor. Cyber Security 2. Name of the department(s) involved. Electrical and Computer Engineering 3. Name of contact person(s). Julie Rursch (jrursch@iastate.edu),

More information