Development of parallel codes using PL-Grid infrastructure.

Size: px
Start display at page:

Download "Development of parallel codes using PL-Grid infrastructure."

Transcription

1 Development of parallel codes using PL-Grid infrastructure. Rafał Kluszczyński 1, Marcin Stolarek 1, Grzegorz Marczak 1,2, Łukasz Górski 2, Marek Nowicki 2, 1 1 ICM, University of Warsaw, Warsaw, PL 2 WMiI, Nicolaus Copernicus University, Toruń, PL

2 Motivation The grid is widely used for execution of CPU intensive applications. The PL-Grid infrasrtucture consists of clusters built of multicore nodes. The grid jobs can have different characteristics: trivially paralel / paralel tasks parallel applications (MPI/OpenMP) masivelly paralel jobs (from few up to hudreads of nodes) Most of the PL-Grid users is using exising, already parallelized applications There is relatively small community of the developers who deploy and test paralel applications. 2

3 Problems Production and developement jobs have differet characteristics Production paralel jobs require few nodes, and run several hours (or even more) Development jobs require different numer of nodes 1-2 nodes for developement large numer of nodes for scalability tests 3

4 PL-Grid National Grid Initiative Partners: Polish supercomputer centres: Cyfronet, ICM, PCSS, WCSS, TASK Project aims: Build and operate Polish National Grid Provide training and user s support Provide support for application deployment on the grid ICM role in PL-GRID Operate DEISA compatible grid UNICORE Operating Center Domain applications: health, materials 4

5 SECURITY UNICORE 7 Architecture Registry Gateway HTTPS HTTPS / HTTP Atomic Services Client Layer UNICORE 6 Hosting Environment User DB WSRF Container Other Services Execution Manager Policies Target System Interface Computational Resources Files Data Storages Databases Target System 5

6 UNICORE Client framework Eclipse-based rich client Eclipse based workflow editor Command line client Web client UNICORE Portal 6

7 Job preparation 7

8 Job preparation files 8

9 Job preparation - script module load plgrid/tools/openmpi module load plgrid/tools/java8 # Get list of nodes mpiexec bash -c 'hostname -s ' > nodes.u sort nodes.u sed s/-g7e// uniq > nodes.uniq # Compile javac -cp PCJ_4.jar Pcj_hpc_ra1.java # Execute mpiexec --hostfile nodes.uniq bash -c 'java - d64 -cp.:pcj_4.jar Pcj_hpc_ra1' 9

10 PCJ - Parallel Computations in Java Java library developed at ICM pcj.icm.edu.pl Programming paradigm: partitioned global address space (PGAS) Features Does not require modification of JVM Work on almost all operating system that have JVM eg. IBM Java 1.7 on Power7 architecture Uses newest Java SE 7 (NIO, SDP,... ) Works with Java SE 8 Does not require other libraries! 10 7/6/2014

11 PCJ Hello world import pl.umk.mat.pcj.* public class PcjHelloWorld extends public void main() { System.out.println("Hello!"); } implements StartPoint { } public static void main(string[] args) { String[] nodes = new String[]{"localhost", "localhost"}; PCJ.deploy(PcjHelloWorld2.class, } PcjHelloWorld2.class, nodes); 11 7/6/2014

12 PCJ - basics double c; if (PCJ.myId()==0) c =(double) PCJ.get(3, "a"); if (PCJ.myId()==0) PCJ.put(3, "a", 5.0); public static void PCJ.barrier(); public static int PCJ.threadCount() 12 7/6/2014

13 Developement vs. Production Queueing systems are optimized for long production runs Developement jobs are short but use large amount of resources Developement jobs can wait days or weeks to eneter eexecution The plgrid-testing queue is configured with the short maximal execution time but it shares overall queue policy The solution is to use reservation system. PCJ resrvation has been created and is used by the code developers PCJ reservation contains 2 nodes each type (in total 6 nodes) 13

14 Job properties 14

15 Results (Raytrace performance) 15

16 Results (Global FFT performance) 16

17 Conclusions PL-Grid offers resources and functionality necessary for development parallel codes Short parallel jobs can be run without delay This is possible using resource reservation implemented in PL-Grid Server side support thanks to modified UNICORE TSI and extensions to the SLURM resource management UNICORE is able to use reservations Reservation is easy to use 17

18 Acknowledgmens This work was made possible thanks to the PLGrid Plus project POIG /10. This research was supported in part by the PL-Grid Infrastructure.. 18

Monitoring of the UNICORE middleware

Monitoring of the UNICORE middleware Monitoring of the UNICORE middleware Piotr Ba la, Krzysztof Benedyczak, Mariusz Strzelecki Faculty of Mathematics and Computer Science Nicolaus Copernicus University & Interdisciplinary Center for Mathematical

More information

Anwendungsintegration und Workflows mit UNICORE 6

Anwendungsintegration und Workflows mit UNICORE 6 Mitglied der Helmholtz-Gemeinschaft Anwendungsintegration und Workflows mit UNICORE 6 Bernd Schuller und UNICORE-Team Jülich Supercomputing Centre, Forschungszentrum Jülich GmbH 26. November 2009 D-Grid

More information

Data Storage Solution Using PL-Grid UNICORE Infrastructure

Data Storage Solution Using PL-Grid UNICORE Infrastructure Domain-oriented services and resources of Polish Infrastructure for Supporting Computational Science in the European Research Space PLGrid Plus Data Storage Solution Using PL-Grid UNICORE Infrastructure

More information

DataNet Flexible Metadata Overlay over File Resources

DataNet Flexible Metadata Overlay over File Resources 1 DataNet Flexible Metadata Overlay over File Resources Daniel Harężlak 1, Marek Kasztelnik 1, Maciej Pawlik 1, Bartosz Wilk 1, Marian Bubak 1,2 1 ACC Cyfronet AGH, 2 AGH University of Science and Technology,

More information

ITG Software Engineering

ITG Software Engineering IBM WebSphere Administration 8.5 Course ID: Page 1 Last Updated 12/15/2014 WebSphere Administration 8.5 Course Overview: This 5 Day course will cover the administration and configuration of WebSphere 8.5.

More information

Exploring Oracle E-Business Suite Load Balancing Options. Venkat Perumal IT Convergence

Exploring Oracle E-Business Suite Load Balancing Options. Venkat Perumal IT Convergence Exploring Oracle E-Business Suite Load Balancing Options Venkat Perumal IT Convergence Objectives Overview of 11i load balancing techniques Load balancing architecture Scenarios to implement Load Balancing

More information

UFTP High-performance data transfer for UNICORE

UFTP High-performance data transfer for UNICORE Mitglied der Helmholtz-Gemeinschaft UFTP High-performance data transfer for UNICORE Dr. Bernd Schuller, Tim Pohlmann Federated Systems and Data division Jülich Supercomputer Centre Forschungszentrum Jülich

More information

.NET High Level API (NHiLA)

.NET High Level API (NHiLA) .NET High Level API (NHiLA) Bridging the Gap between.net and UNICORE Torun, 07.07.2011 Authors: Michael Gerhards, Sascha Skorupa, Daniel Krott, Volker Sander FH AACHEN UNIVERSITY OF APPLIED SCIENCES DANIEL

More information

Mitglied der Helmholtz-Gemeinschaft. System monitoring with LLview and the Parallel Tools Platform

Mitglied der Helmholtz-Gemeinschaft. System monitoring with LLview and the Parallel Tools Platform Mitglied der Helmholtz-Gemeinschaft System monitoring with LLview and the Parallel Tools Platform November 25, 2014 Carsten Karbach Content 1 LLview 2 Parallel Tools Platform (PTP) 3 Latest features 4

More information

Big Data Evaluator 2.1: User Guide

Big Data Evaluator 2.1: User Guide University of A Coruña Computer Architecture Group Big Data Evaluator 2.1: User Guide Authors: Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada and Juan Touriño May 5, 2016 Contents 1 Overview 3

More information

Mjolnirr: private PaaS as distributed computing evolution

Mjolnirr: private PaaS as distributed computing evolution Mjolnirr: private PaaS as distributed computing evolution Gleb Radchenko, Dmitry Savchenko gleb.radchenko@susu.ru South Ural State University, Russia Problem definition Cloud computing enables resource

More information

PLGrid Programme: IT Platforms and Domain-Specific Solutions Developed for the National Grid Infrastructure for Polish Science

PLGrid Programme: IT Platforms and Domain-Specific Solutions Developed for the National Grid Infrastructure for Polish Science 1 PL-Grid: Polish Infrastructure for Supporting Computational Science in the European Research Space PLGrid Programme: IT Platforms and Domain-Specific Solutions Developed for the National Grid Infrastructure

More information

This presentation provides an overview of the architecture of the IBM Workload Deployer product.

This presentation provides an overview of the architecture of the IBM Workload Deployer product. This presentation provides an overview of the architecture of the IBM Workload Deployer product. Page 1 of 17 This presentation starts with an overview of the appliance components and then provides more

More information

Oracle WebLogic Foundation of Oracle Fusion Middleware. Lawrence Manickam Toyork Systems Inc www.toyork.com http://ca.linkedin.

Oracle WebLogic Foundation of Oracle Fusion Middleware. Lawrence Manickam Toyork Systems Inc www.toyork.com http://ca.linkedin. Oracle WebLogic Foundation of Oracle Fusion Middleware Lawrence Manickam Toyork Systems Inc www.toyork.com http://ca.linkedin.com/in/lawrence143 History of WebLogic WebLogic Inc started in 1995 was a company

More information

Introduction to Running Computations on the High Performance Clusters at the Center for Computational Research

Introduction to Running Computations on the High Performance Clusters at the Center for Computational Research ! Introduction to Running Computations on the High Performance Clusters at the Center for Computational Research! Cynthia Cornelius! Center for Computational Research University at Buffalo, SUNY! cdc at

More information

Tutorial 0A Programming on the command line

Tutorial 0A Programming on the command line Tutorial 0A Programming on the command line Operating systems User Software Program 1 Program 2 Program n Operating System Hardware CPU Memory Disk Screen Keyboard Mouse 2 Operating systems Microsoft Apple

More information

New and Changed Application Services in Informatica 10.0

New and Changed Application Services in Informatica 10.0 New and Changed Application Services in Informatica 10.0 1993-2015 Informatica LLC. No part of this document may be reproduced or transmitted in any form, by any means (electronic, photocopying, recording

More information

LOAD BALANCING TECHNIQUES FOR RELEASE 11i AND RELEASE 12 E-BUSINESS ENVIRONMENTS

LOAD BALANCING TECHNIQUES FOR RELEASE 11i AND RELEASE 12 E-BUSINESS ENVIRONMENTS LOAD BALANCING TECHNIQUES FOR RELEASE 11i AND RELEASE 12 E-BUSINESS ENVIRONMENTS Venkat Perumal IT Convergence Introduction Any application server based on a certain CPU, memory and other configurations

More information

1001ICT Introduction To Programming Lecture Notes

1001ICT Introduction To Programming Lecture Notes 1001ICT Introduction To Programming Lecture Notes School of Information and Communication Technology Griffith University Semester 2, 2015 1 3 A First MaSH Program In this section we will describe a very

More information

Networks and Services

Networks and Services Networks and Services Dr. Mohamed Abdelwahab Saleh IET-Networks, GUC Fall 2015 TOC 1 Infrastructure as a Service 2 Platform as a Service 3 Software as a Service Infrastructure as a Service Definition Infrastructure

More information

Getting Started with the Internet Communications Engine

Getting Started with the Internet Communications Engine Getting Started with the Internet Communications Engine David Vriezen April 7, 2014 Contents 1 Introduction 2 2 About Ice 2 2.1 Proxies................................. 2 3 Setting Up ICE 2 4 Slices 2

More information

Tutorial: Getting Started

Tutorial: Getting Started 9 Tutorial: Getting Started INFRASTRUCTURE A MAKEFILE PLAIN HELLO WORLD APERIODIC HELLO WORLD PERIODIC HELLO WORLD WATCH THOSE REAL-TIME PRIORITIES THEY ARE SERIOUS SUMMARY Getting started with a new platform

More information

LSKA 2010 Survey Report Job Scheduler

LSKA 2010 Survey Report Job Scheduler LSKA 2010 Survey Report Job Scheduler Graduate Institute of Communication Engineering {r98942067, r98942112}@ntu.edu.tw March 31, 2010 1. Motivation Recently, the computing becomes much more complex. However,

More information

ORACLE DATA SHEET KEY FEATURES AND BENEFITS ORACLE WEBLOGIC SERVER STANDARD EDITION

ORACLE DATA SHEET KEY FEATURES AND BENEFITS ORACLE WEBLOGIC SERVER STANDARD EDITION KEY FEATURES AND BENEFITS STANDARD EDITION Java EE 7 full platform support Java SE 8 certification, support Choice of IDEs, development tools and frameworks Oracle Cloud compatibility Industry-leading

More information

Science Gateways and services/tools for application areas: filling the gap between scientists and HPC/HTC platforms

Science Gateways and services/tools for application areas: filling the gap between scientists and HPC/HTC platforms 2014.11.12 Poznan Supercomputing and Networking Center Science Gateways and services/tools for application areas: filling the gap between scientists and HPC/HTC platforms Tomasz Piontek piontek@man.poznan.pl

More information

Matlab on a Supercomputer

Matlab on a Supercomputer Matlab on a Supercomputer Shelley L. Knuth Research Computing April 9, 2015 Outline Description of Matlab and supercomputing Interactive Matlab jobs Non-interactive Matlab jobs Parallel Computing Slides

More information

Origins of Operating Systems OS/360. Martin Grund HPI

Origins of Operating Systems OS/360. Martin Grund HPI Origins of Operating Systems OS/360 HPI Table of Contents IBM System 360 Functional Structure of OS/360 Virtual Machine Time Sharing 2 Welcome to Big Blue 3 IBM System 360 In 1964 IBM announced the IBM-360

More information

PLGrid Infrastructure Solutions For Computational Chemistry

PLGrid Infrastructure Solutions For Computational Chemistry PLGrid Infrastructure Solutions For Computational Chemistry Mariola Czuchry, Klemens Noga, Mariusz Sterzel ACC Cyfronet AGH 2 nd Polish- Taiwanese Conference From Molecular Modeling to Nano- and Biotechnology,

More information

Running a Workflow on a PowerCenter Grid

Running a Workflow on a PowerCenter Grid Running a Workflow on a PowerCenter Grid 2010-2014 Informatica Corporation. No part of this document may be reproduced or transmitted in any form, by any means (electronic, photocopying, recording or otherwise)

More information

Mitglied der Helmholtz-Gemeinschaft UNICORE. Uniform Access to JSC Resources. Michael Rambadt, unicore-info@fz-juelich.de. 20.

Mitglied der Helmholtz-Gemeinschaft UNICORE. Uniform Access to JSC Resources. Michael Rambadt, unicore-info@fz-juelich.de. 20. Mitglied der Helmholtz-Gemeinschaft UNICORE Uniform Access to JSC Resources 20. Mai 2014 Michael Rambadt, unicore-info@fz-juelich.de Outline Introduction Features UNICORE Portal UNICORE Rich Client UNICORE

More information

A Data Management System for UNICORE 6. Tobias Schlauch, German Aerospace Center UNICORE Summit 2009, August 25th, 2009, Delft, The Netherlands

A Data Management System for UNICORE 6. Tobias Schlauch, German Aerospace Center UNICORE Summit 2009, August 25th, 2009, Delft, The Netherlands A Data Management System for UNICORE 6 Tobias Schlauch, German Aerospace Center UNICORE Summit 2009, August 25th, 2009, Delft, The Netherlands Outline Objectives Concept Implementation Overview Test Scenario

More information

Learning GlassFish for Tomcat Users

Learning GlassFish for Tomcat Users Learning GlassFish for Tomcat Users White Paper February 2009 Abstract There is a direct connection between the Web container technology used by developers and the performance and agility of applications.

More information

Technical Report. Implementation and Performance Testing of Business Rules Evaluation Systems in a Computing Grid. Brian Fletcher x08872155

Technical Report. Implementation and Performance Testing of Business Rules Evaluation Systems in a Computing Grid. Brian Fletcher x08872155 Technical Report Implementation and Performance Testing of Business Rules Evaluation Systems in a Computing Grid Brian Fletcher x08872155 Executive Summary 4 Introduction 5 Background 5 Aims 5 Technology

More information

GridWay: Open Source Meta-scheduling Technology for Grid Computing

GridWay: Open Source Meta-scheduling Technology for Grid Computing : Open Source Meta-scheduling Technology for Grid Computing Ruben S. Montero dsa-research.org Open Source Grid & Cluster Oakland CA, May 2008 Contents Introduction What is? Architecture & Components Scheduling

More information

ADAM 5.5. System Requirements

ADAM 5.5. System Requirements ADAM 5.5 System Requirements 1 1. Overview The schema below shows an overview of the ADAM components that will be installed and set up. ADAM Server: hosts the ADAM core components. You must install the

More information

UNICORE as a Tool for Processing the Data from GS FLX Instrument

UNICORE as a Tool for Processing the Data from GS FLX Instrument UNICORE as a Tool for Processing the Data from GS FLX Instrument 1,2 R. Kluszczyński 1 K. Skonieczna 3,4 T. Grzybowski 3 Piotr Bała 1,2 1 ICM University of Warsaw 2 Faculty of Mathematics and Computer

More information

Performance Evaluation for BlobSeer and Hadoop using Machine Learning Algorithms

Performance Evaluation for BlobSeer and Hadoop using Machine Learning Algorithms Performance Evaluation for BlobSeer and Hadoop using Machine Learning Algorithms Elena Burceanu, Irina Presa Automatic Control and Computers Faculty Politehnica University of Bucharest Emails: {elena.burceanu,

More information

enterprise^ IBM WebSphere Application Server v7.0 Security "publishing Secure your WebSphere applications with Java EE and JAAS security standards

enterprise^ IBM WebSphere Application Server v7.0 Security publishing Secure your WebSphere applications with Java EE and JAAS security standards IBM WebSphere Application Server v7.0 Security Secure your WebSphere applications with Java EE and JAAS security standards Omar Siliceo "publishing enterprise^ birmingham - mumbai Preface 1 Chapter 1:

More information

MathCloud: From Software Toolkit to Cloud Platform for Building Computing Services

MathCloud: From Software Toolkit to Cloud Platform for Building Computing Services MathCloud: From Software Toolkit to Cloud Platform for Building Computing s O.V. Sukhoroslov Centre for Grid Technologies and Distributed Computing ISA RAS Moscow Institute for Physics and Technology MathCloud

More information

Last Class: OS and Computer Architecture. Last Class: OS and Computer Architecture

Last Class: OS and Computer Architecture. Last Class: OS and Computer Architecture Last Class: OS and Computer Architecture System bus Network card CPU, memory, I/O devices, network card, system bus Lecture 3, page 1 Last Class: OS and Computer Architecture OS Service Protection Interrupts

More information

Enhancing UNICORE Storage Management using Hadoop

Enhancing UNICORE Storage Management using Hadoop Enhancing UNICORE Storage Management using Hadoop Distributed ib t File System Wasim Bari 2, Ahmed Shiraz Memon 1, Dr. Bernd Schuller 1 1. Jülich Supercomputing Centre, Forschungszentrum Jülich & 2. Institute

More information

XTM Web 2.0 Enterprise Architecture Hardware Implementation Guidelines. A.Zydroń 18 April 2009. Page 1 of 12

XTM Web 2.0 Enterprise Architecture Hardware Implementation Guidelines. A.Zydroń 18 April 2009. Page 1 of 12 XTM Web 2.0 Enterprise Architecture Hardware Implementation Guidelines A.Zydroń 18 April 2009 Page 1 of 12 1. Introduction...3 2. XTM Database...4 3. JVM and Tomcat considerations...5 4. XTM Engine...5

More information

Monitor Your Key Performance Indicators using WSO2 Business Activity Monitor

Monitor Your Key Performance Indicators using WSO2 Business Activity Monitor Published on WSO2 Inc (http://wso2.com) Home > Stories > Monitor Your Key Performance Indicators using WSO2 Business Activity Monitor Monitor Your Key Performance Indicators using WSO2 Business Activity

More information

WEBLOGIC ADMINISTRATION

WEBLOGIC ADMINISTRATION WEBLOGIC ADMINISTRATION Session 1: Introduction Oracle Weblogic Server Components Java SDK and Java Enterprise Edition Application Servers & Web Servers Documentation Session 2: Installation System Configuration

More information

Introduction to the PL-Grid e-infrastructure and the QosCosGrid services

Introduction to the PL-Grid e-infrastructure and the QosCosGrid services Introduction to the PL-Grid e-infrastructure and the QosCosGrid services Bartosz Bosak, Piotr Kopta, Krzysztof Kurowski, Mariusz Mamoński, Tomasz Piontek Poznan Supercompu;ng and Networking Center Wroclaw

More information

Effective Java Programming. efficient software development

Effective Java Programming. efficient software development Effective Java Programming efficient software development Structure efficient software development what is efficiency? development process profiling during development what determines the performance of

More information

PERFORMANCE COMPARISON OF COMMON OBJECT REQUEST BROKER ARCHITECTURE(CORBA) VS JAVA MESSAGING SERVICE(JMS) BY TEAM SCALABLE

PERFORMANCE COMPARISON OF COMMON OBJECT REQUEST BROKER ARCHITECTURE(CORBA) VS JAVA MESSAGING SERVICE(JMS) BY TEAM SCALABLE PERFORMANCE COMPARISON OF COMMON OBJECT REQUEST BROKER ARCHITECTURE(CORBA) VS JAVA MESSAGING SERVICE(JMS) BY TEAM SCALABLE TIGRAN HAKOBYAN SUJAL PATEL VANDANA MURALI INTRODUCTION Common Object Request

More information

Remote Method Invocation in JAVA

Remote Method Invocation in JAVA Remote Method Invocation in JAVA Philippe Laroque Philippe.Laroque@dept-info.u-cergy.fr $Id: rmi.lyx,v 1.2 2003/10/23 07:10:46 root Exp $ Abstract This small document describes the mechanisms involved

More information

Deploying Cisco Unified Contact Center Express Volume 1

Deploying Cisco Unified Contact Center Express Volume 1 Deploying Cisco Unified Contact Center Express Volume 1 Course Introduction Learner Skills and Knowledge Course Goal and Course Flow Additional References Your Training Curriculum General Administration

More information

Performance Monitoring and Analysis System for MUSCLE-based Applications

Performance Monitoring and Analysis System for MUSCLE-based Applications Polish Infrastructure for Supporting Computational Science in the European Research Space Performance Monitoring and Analysis System for MUSCLE-based Applications W. Funika, M. Janczykowski, K. Jopek,

More information

Chapter 2: Getting Started

Chapter 2: Getting Started Chapter 2: Getting Started Once Partek Flow is installed, Chapter 2 will take the user to the next stage and describes the user interface and, of note, defines a number of terms required to understand

More information

presentation Contact information: www.nglogic.com nglogic@nglogic.com + 48 505 091 662 + 48 22 398 743

presentation Contact information: www.nglogic.com nglogic@nglogic.com + 48 505 091 662 + 48 22 398 743 Company presentation Contact information: www.nglogic.com nglogic@nglogic.com + 48 505 091 662 + 48 22 398 743 Introduction NG Logic NG Logic is a young, dynamically expanding company located in Warsaw,

More information

Oracle Communications WebRTC Session Controller: Basic Admin. Student Guide

Oracle Communications WebRTC Session Controller: Basic Admin. Student Guide Oracle Communications WebRTC Session Controller: Basic Admin Student Guide Edition 1.0 April 2015 Copyright 2015, Oracle and/or its affiliates. All rights reserved. Disclaimer This document contains proprietary

More information

Integrated and reliable the heart of your iseries system. i5/os the next generation iseries operating system

Integrated and reliable the heart of your iseries system. i5/os the next generation iseries operating system Integrated and reliable the heart of your iseries system i5/os the next generation iseries operating system Highlights Enables the legendary levels of reliability and simplicity for which iseries systems

More information

MagDiSoft Web Solutions Office No. 102, Bramha Majestic, NIBM Road Kondhwa, Pune -411048 Tel: 808-769-4605 / 814-921-0979 www.magdisoft.

MagDiSoft Web Solutions Office No. 102, Bramha Majestic, NIBM Road Kondhwa, Pune -411048 Tel: 808-769-4605 / 814-921-0979 www.magdisoft. WebLogic Server Course Following is the list of topics that will be covered during the course: Introduction to WebLogic What is Java? What is Java EE? The Java EE Architecture Enterprise JavaBeans Application

More information

CHAPTER 1 - JAVA EE OVERVIEW FOR ADMINISTRATORS

CHAPTER 1 - JAVA EE OVERVIEW FOR ADMINISTRATORS CHAPTER 1 - JAVA EE OVERVIEW FOR ADMINISTRATORS Java EE Components Java EE Vendor Specifications Containers Java EE Blueprint Services JDBC Data Sources Java Naming and Directory Interface Java Message

More information

INTRODUCTION TO JAVA PROGRAMMING LANGUAGE

INTRODUCTION TO JAVA PROGRAMMING LANGUAGE INTRODUCTION TO JAVA PROGRAMMING LANGUAGE Today Java programming language is one of the most popular programming language which is used in critical applications like stock market trading system on BSE,

More information

Developing modular Java applications

Developing modular Java applications Developing modular Java applications Julien Dubois France Regional Director SpringSource Julien Dubois France Regional Director, SpringSource Book author :«Spring par la pratique» (Eyrolles, 2006) new

More information

Introduction to Sun ONE Application Server 7

Introduction to Sun ONE Application Server 7 Introduction to Sun ONE Application Server 7 The Sun ONE Application Server 7 provides a high-performance J2EE platform suitable for broad deployment of application services and web services. It offers

More information

Course Description. Course Audience. Course Outline. Course Page - Page 1 of 5

Course Description. Course Audience. Course Outline. Course Page - Page 1 of 5 Course Page - Page 1 of 5 WebSphere Application Server 7.0 Administration on Windows BSP-1700 Length: 5 days Price: $ 2,895.00 Course Description This course teaches the basics of the administration and

More information

Microsoft HPC. V 1.0 José M. Cámara (checam@ubu.es)

Microsoft HPC. V 1.0 José M. Cámara (checam@ubu.es) Microsoft HPC V 1.0 José M. Cámara (checam@ubu.es) Introduction Microsoft High Performance Computing Package addresses computing power from a rather different approach. It is mainly focused on commodity

More information

Web Services and Service Oriented Architectures. Thomas Soddemann, RZG

Web Services and Service Oriented Architectures. Thomas Soddemann, RZG Web Services and Service Oriented Architectures, RZG Delaman Workshop 2004 Overview The Garching Supercomputing Center - RZG Diving into the world of Web Services Service Oriented Architectures And beyond

More information

IBM WebSphere DataStage Online training from Yes-M Systems

IBM WebSphere DataStage Online training from Yes-M Systems Yes-M Systems offers the unique opportunity to aspiring fresher s and experienced professionals to get real time experience in ETL Data warehouse tool IBM DataStage. Course Description With this training

More information

Titolo del paragrafo. Titolo del documento - Sottotitolo documento The Benefits of Pushing Real-Time Market Data via a Web Infrastructure

Titolo del paragrafo. Titolo del documento - Sottotitolo documento The Benefits of Pushing Real-Time Market Data via a Web Infrastructure 1 Alessandro Alinone Agenda Introduction Push Technology: definition, typology, history, early failures Lightstreamer: 3rd Generation architecture, true-push Client-side push technology (Browser client,

More information

Program Grid and HPC5+ workshop

Program Grid and HPC5+ workshop Program Grid and HPC5+ workshop 24-30, Bahman 1391 Tuesday Wednesday 9.00-9.45 9.45-10.30 Break 11.00-11.45 11.45-12.30 Lunch 14.00-17.00 Workshop Rouhani Karimi MosalmanTabar Karimi G+MMT+K Opening IPM_Grid

More information

System Models for Distributed and Cloud Computing

System Models for Distributed and Cloud Computing System Models for Distributed and Cloud Computing Dr. Sanjay P. Ahuja, Ph.D. 2010-14 FIS Distinguished Professor of Computer Science School of Computing, UNF Classification of Distributed Computing Systems

More information

Cluster, Grid, Cloud Concepts

Cluster, Grid, Cloud Concepts Cluster, Grid, Cloud Concepts Kalaiselvan.K Contents Section 1: Cluster Section 2: Grid Section 3: Cloud Cluster An Overview Need for a Cluster Cluster categorizations A computer cluster is a group of

More information

Web Developer Toolkit for IBM Digital Experience

Web Developer Toolkit for IBM Digital Experience Web Developer Toolkit for IBM Digital Experience Open source Node.js-based tools for web developers and designers using IBM Digital Experience Tools for working with: Applications: Script Portlets Site

More information

GRIP:Creating Interoperability between Grids

GRIP:Creating Interoperability between Grids GRIP:Creating Interoperability between Grids Philipp Wieder, Dietmar Erwin, Roger Menday Research Centre Jülich EuroGrid Workshop Cracow, October 29, 2003 Contents Motivation Software Base at a Glance

More information

Rocket AS v6.3. Benefits of upgrading

Rocket AS v6.3. Benefits of upgrading Rocket AS v6.3 Benefits of upgrading What is Rocket AS? Rocket AS for IBM System z provides query, reporting, data visualization and rapid application development for System z data including DB2. With

More information

Java Software Development Kit (JDK 5.0 Update 14) Installation Step by Step Instructions

Java Software Development Kit (JDK 5.0 Update 14) Installation Step by Step Instructions Java Software Development Kit (JDK 5.0 Update 14) Installation Step by Step Instructions 1. Click the download link Download the Java Software Development Kit (JDK 5.0 Update 14) from Sun Microsystems

More information

Introduction to programming

Introduction to programming Unit 1 Introduction to programming Summary Architecture of a computer Programming languages Program = objects + operations First Java program Writing, compiling, and executing a program Program errors

More information

HPC Wales Skills Academy Course Catalogue 2015

HPC Wales Skills Academy Course Catalogue 2015 HPC Wales Skills Academy Course Catalogue 2015 Overview The HPC Wales Skills Academy provides a variety of courses and workshops aimed at building skills in High Performance Computing (HPC). Our courses

More information

Topics. Introduction. Java History CS 146. Introduction to Programming and Algorithms Module 1. Module Objectives

Topics. Introduction. Java History CS 146. Introduction to Programming and Algorithms Module 1. Module Objectives Introduction to Programming and Algorithms Module 1 CS 146 Sam Houston State University Dr. Tim McGuire Module Objectives To understand: the necessity of programming, differences between hardware and software,

More information

Java with Eclipse: Setup & Getting Started

Java with Eclipse: Setup & Getting Started Java with Eclipse: Setup & Getting Started Originals of slides and source code for examples: http://courses.coreservlets.com/course-materials/java.html Also see Java 8 tutorial: http://www.coreservlets.com/java-8-tutorial/

More information

For Internet Facing and Private Data Systems

For Internet Facing and Private Data Systems For Internet Facing and Private Data Systems Audience Prerequisites Course Overview Day 1 Section 1: Functionality and Purpose Day 2 Section 2: Policies and Alerts Section 3: Live Lab 2 Lab Setup Course

More information

13.1 Backup virtual machines running on VMware ESXi / ESX Server

13.1 Backup virtual machines running on VMware ESXi / ESX Server 13 Backup / Restore VMware Virtual Machines Tomahawk Pro This chapter describes how to backup and restore virtual machines running on VMware ESX, ESXi Server or VMware Server 2.0. 13.1 Backup virtual machines

More information

Oracle WebLogic Server 11g Administration

Oracle WebLogic Server 11g Administration Oracle WebLogic Server 11g Administration This course is designed to provide instruction and hands-on practice in installing and configuring Oracle WebLogic Server 11g. These tasks include starting and

More information

SQL Server Training Course Content

SQL Server Training Course Content SQL Server Training Course Content SQL Server Training Objectives Installing Microsoft SQL Server Upgrading to SQL Server Management Studio Monitoring the Database Server Database and Index Maintenance

More information

Introduction to MapReduce and Hadoop

Introduction to MapReduce and Hadoop Introduction to MapReduce and Hadoop Jie Tao Karlsruhe Institute of Technology jie.tao@kit.edu Die Kooperation von Why Map/Reduce? Massive data Can not be stored on a single machine Takes too long to process

More information

GRMS - The resource management system for Clusterix computational environment

GRMS - The resource management system for Clusterix computational environment GRMS - The resource management system for Clusterix computational environment Bogdan Ludwiczak bogdanl@man.poznan.pl Poznań Supercomputing and Networking Center Outline: GRMS - what it is? GRMS features

More information

The Java Series. Java Essentials I What is Java? Basic Language Constructs. Java Essentials I. What is Java?. Basic Language Constructs Slide 1

The Java Series. Java Essentials I What is Java? Basic Language Constructs. Java Essentials I. What is Java?. Basic Language Constructs Slide 1 The Java Series Java Essentials I What is Java? Basic Language Constructs Slide 1 What is Java? A general purpose Object Oriented programming language. Created by Sun Microsystems. It s a general purpose

More information

WebSphere Business Monitor V7.0: Clustering Single cluster deployment environment pattern

WebSphere Business Monitor V7.0: Clustering Single cluster deployment environment pattern Copyright IBM Corporation 2010 All rights reserved WebSphere Business Monitor V7.0: Clustering Single cluster deployment environment pattern What this exercise is about... 2 Exercise requirements... 2

More information

Architecture Guide Community 1.5.0 release

Architecture Guide Community 1.5.0 release Architecture Guide Community 1.5.0 release This guide details the architectural specifics of Jumbune, helps you understand core layers, major components, and their interactions. Table of Contents Introduction

More information

Service Oriented Architectures

Service Oriented Architectures 8 Service Oriented Architectures Gustavo Alonso Computer Science Department Swiss Federal Institute of Technology (ETHZ) alonso@inf.ethz.ch http://www.iks.inf.ethz.ch/ The context for SOA A bit of history

More information

Oracle WebLogic Server 11g: Administration Essentials

Oracle WebLogic Server 11g: Administration Essentials Oracle University Contact Us: 1.800.529.0165 Oracle WebLogic Server 11g: Administration Essentials Duration: 5 Days What you will learn This Oracle WebLogic Server 11g: Administration Essentials training

More information

Monitoring IBM WebSphere extreme Scale (WXS) Calls With dynatrace

Monitoring IBM WebSphere extreme Scale (WXS) Calls With dynatrace Monitoring IBM WebSphere extreme Scale (WXS) Calls With dynatrace What is IBM WebSphere extreme Scale (WXS)? From IBM: WebSphere extreme Scale operates as an in-memory grid that dynamically processes,

More information

Decomposition into Parts. Software Engineering, Lecture 4. Data and Function Cohesion. Allocation of Functions and Data. Component Interfaces

Decomposition into Parts. Software Engineering, Lecture 4. Data and Function Cohesion. Allocation of Functions and Data. Component Interfaces Software Engineering, Lecture 4 Decomposition into suitable parts Cross cutting concerns Design patterns I will also give an example scenario that you are supposed to analyse and make synthesis from The

More information

Scientific and Technical Applications as a Service in the Cloud

Scientific and Technical Applications as a Service in the Cloud Scientific and Technical Applications as a Service in the Cloud University of Bern, 28.11.2011 adapted version Wibke Sudholt CloudBroker GmbH Technoparkstrasse 1, CH-8005 Zurich, Switzerland Phone: +41

More information

Report on Project: Advanced System Monitoring for the Parallel Tools Platform (PTP)

Report on Project: Advanced System Monitoring for the Parallel Tools Platform (PTP) Mitglied der Helmholtz-Gemeinschaft Report on Project: Advanced System Monitoring for the Parallel Tools Platform (PTP) September, 2014 Wolfgang Frings and Carsten Karbach Project progress Server caching

More information

Weekly Report. Hadoop Introduction. submitted By Anurag Sharma. Department of Computer Science and Engineering. Indian Institute of Technology Bombay

Weekly Report. Hadoop Introduction. submitted By Anurag Sharma. Department of Computer Science and Engineering. Indian Institute of Technology Bombay Weekly Report Hadoop Introduction submitted By Anurag Sharma Department of Computer Science and Engineering Indian Institute of Technology Bombay Chapter 1 What is Hadoop? Apache Hadoop (High-availability

More information

WebSphere Training Outline

WebSphere Training Outline WEBSPHERE TRAINING WebSphere Training Outline WebSphere Platform Overview o WebSphere Product Categories o WebSphere Development, Presentation, Integration and Deployment Tools o WebSphere Application

More information

Creating Basic Custom Monitoring Dashboards Antonio Mangiacotti, Stefania Oliverio & Randy Allen

Creating Basic Custom Monitoring Dashboards Antonio Mangiacotti, Stefania Oliverio & Randy Allen Creating Basic Custom Monitoring Dashboards by Antonio Mangiacotti, Stefania Oliverio & Randy Allen v1.1 Introduction With the release of IBM Tivoli Monitoring 6.3 and IBM Dashboard Application Services

More information

Table 1. Requirements for Domain Controller. You will need a Microsoft Active Directory domain. Microsoft SQL Server. SQL Server Reporting Services

Table 1. Requirements for Domain Controller. You will need a Microsoft Active Directory domain. Microsoft SQL Server. SQL Server Reporting Services The following tables provide the various requirements and recommendations needed to optimize JustWare system performance. Note that the specifications provided in this section are only minimum specifications.

More information

File transfer in UNICORE State of the art

File transfer in UNICORE State of the art Mitglied der Helmholtz-Gemeinschaft File transfer in UNICORE State of the art Bernd Schuller, Björn Hagemeier, Michael Rambadt Federated Systems and Data division Jülich Supercomputer Centre Forschungszentrum

More information

Mesos: A Platform for Fine- Grained Resource Sharing in Data Centers (II)

Mesos: A Platform for Fine- Grained Resource Sharing in Data Centers (II) UC BERKELEY Mesos: A Platform for Fine- Grained Resource Sharing in Data Centers (II) Anthony D. Joseph LASER Summer School September 2013 My Talks at LASER 2013 1. AMP Lab introduction 2. The Datacenter

More information

Provisioning and Resource Management at Large Scale (Kadeploy and OAR)

Provisioning and Resource Management at Large Scale (Kadeploy and OAR) Provisioning and Resource Management at Large Scale (Kadeploy and OAR) Olivier Richard Laboratoire d Informatique de Grenoble (LIG) Projet INRIA Mescal 31 octobre 2007 Olivier Richard ( Laboratoire d Informatique

More information

Business Process Management with @enterprise

Business Process Management with @enterprise Business Process Management with @enterprise March 2014 Groiss Informatics GmbH 1 Introduction Process orientation enables modern organizations to focus on the valueadding core processes and increase

More information

Testing and Deploying IBM Rational HATS 8.5 Applications on Apache Geronimo Server 3.1

Testing and Deploying IBM Rational HATS 8.5 Applications on Apache Geronimo Server 3.1 Testing and Deploying IBM Rational HATS 8.5 Applications on Apache Geronimo Server 3.1 Royal Cyber Inc. Modernized e-business solutions Overview This white paper explains how to run, test and deploy IBM

More information

Glassfish, JAVA EE, Servlets, JSP, EJB

Glassfish, JAVA EE, Servlets, JSP, EJB Glassfish, JAVA EE, Servlets, JSP, EJB Java platform A Java platform comprises the JVM together with supporting class libraries. Java 2 Standard Edition (J2SE) (1999) provides core libraries for data structures,

More information