Tools for Analysis of Performance Dynamics of Parallel Applications

Size: px
Start display at page:

Download "Tools for Analysis of Performance Dynamics of Parallel Applications"

Transcription

1 Tools for Analysis of Performance Dynamics of Parallel Applications Yury Oleynik Fourth International Workshop on Parallel Software Tools and Tool Infrastructures Technische Universität München Yury Oleynik, PSTI Lyon

2 Outline Project Overview Performance Dynamics I. PAThWay II. Periscope Performance Dynamics Analysis Conclusion Yury Oleynik, PSTI Lyon 2

3 LMAC Leistungsdynamik massiv-paralleler Codes Performance Dynamics of Massively Parallel Codes German Research School for Simulation Sciences, Aachen Forschungszentrum Jülich Gesellschaft für numerische Simulation mbh, Braunschweig RWTH Aachen Technische Universität Dresden Technische Universität München University of Oregon, Eugene, USA (associated partner) Yury Oleynik, PSTI Lyon 3

4 Performance Dynamics Aspects Runtime performance dynamics Automatically search for relevant properties of runtime performance dynamics Cross-experiment performance dynamics Provide a tool for structuring, automation and tracking of performance dynamics spanning over the optimization process Yury Oleynik, PSTI Lyon 4

5 I. Cross-experiment performance dynamics PATHWAY Yury Oleynik, PSTI Lyon 5

6 Problem statement Performance engineering is an iterative cycle How to organize the whole process? What tools to use, when and how? Have the performance improved in comparison to results of the original version from one month ago? Optimization spans over months What analysis have I done yesterday? Where have I stored the traces? Repetitive, manual processes How do I write LoadLeveler script? What arguments should I pass to Periscope? Verify Optimize problematic code sections Baseline Establish/Update Analyze Bottlenecks Execute Parallel application Monitor Performance Yury Oleynik, PSTI Lyon 6

7 PAThWay Eclipse plug-in for structured and methodical performance engineering using workflows Goals: Manage individual tasks as part of one workflow Keep track of the performance dynamics Automate performance engineering tasks, where possible Abstract complexity of the underlying software and hardware Yury Oleynik, PSTI Lyon 7

8 Yury Oleynik, PSTI Lyon 8

9 Workflow specification Formal specification of the optimization process using workflows Workflows specification using Business Process Model and Notation (BPMN) format Predefined components for performance engineering tasks Predefined workflows: Scalability analysis Cross-platform analysis New workflows can be added using graphical editor Once defined, workflows can be executed Live-tracking of workflow execution Persistence execution can be paused and continued later Yury Oleynik, PSTI Lyon 9

10 Workflow components Interactive tasks Simulation code and perf tools selection Runtime environment configuration Prompting user for documentation input for historical records Loops Starts all experiments at once Domain-Specific Items Execution management (creating batch scripts) Tools configuration and invocation Data postprocessing Yury Oleynik, PSTI Lyon 10

11 Workflow Editor: Scalability Analysis Available workflow components Workflow editor Yury Oleynik, PSTI Lyon 11

12 Data and Workflow Repository Stores workflow related information Contains key properties of the supported tools: Characteristics (can profile/trace. etc) Startup arguments Meta data about the tool Experiments meta-data: Run date/time Location of result files Environment settings StdOut/Error Target machine Yury Oleynik, PSTI Lyon 12

13 Experiment Browser Database stores also properties of the tools Experiments view Standard output and environment configuration Experiments Meta-data Yury Oleynik, PSTI Lyon 13

14 Project Documentation Yes, you must still invest time in documentation but PAThWay prepares templates Documents each completed experiment Automatically inserts relevant experiment meta-data User can further extend documentation using Wikibased editor Yury Oleynik, PSTI Lyon 14

15 Project Doc List of Perf. Experiments Yury Oleynik, PSTI Lyon 15

16 Supportive Modules Parallel Tools Platform Module Starting interactive/batch jobs Monitoring execution & accessing data Keep snapshots of the sources Tracks the code evolution Based on Git Environment Detection Captures loaded modules Captures environment variables Yury Oleynik, PSTI Lyon 16

17 PAThWay Available as an Eclipse plugin from the update site: Installation guide: Yury Oleynik, PSTI Lyon 17

18 II. Performance Dynamics: runtime AUTOMATIC PERFORMANCE DYNAMICS ANALYSIS WITH PERISCOPE Yury Oleynik, PSTI Lyon 18

19 Motivating example [ Z. Szebenyi, B. Wylie, and F. Wolf. Scalasca parallel performance analyses of pepc. In Euro-Par 2008 Workshops-Parallel Processing, pages Springer, ] Yury Oleynik, PSTI Lyon 19

20 Automatic Performance Dynamics Analysis with Periscope Motivation for Performance Dynamics Analysis Location and severity of performance bottlenecks is time-dependent Performance changes manifest themselves at various time scales Dimensionality of performance measurements makes manual investigation by the user tedious Analysis goals: Automatically detect changes in temporal performance behavior Quantify the negative impact of performance changes Reduce complexity and size of time-dependent measurements Simplify comprehension (no graphical visualization) Group entities with similar temporal performance behavior Yury Oleynik, PSTI Lyon 20

21 Automatic Performance Dynamics Analysis with Periscope Helps to answer following typical questions: Does the performance degrade over time? What is the most relevant performance degradations? When is the degradation observed? Which process/location is impacted by the performance degradation? Are there similar degradations found in other processes or functions? Approach Multi-scale analysis Qualitative abstraction of time series with quantitative information sufficient to characterize impact Representation mimics human mental model of temporal behavior Automatic search for performance dynamics properties Yury Oleynik, PSTI Lyon 21

22 Automatic Performance Dynamics Analysis with Periscope: Analysis Steps 1. Measurement collection 2. Preprocessing 3. Qualitative Abstraction 4. Search for performance dynamics properties Yury Oleynik, PSTI Lyon 22

23 Automatic Performance Dynamics Analysis with Periscope: Measurement Periscope uses Score-P to collect dynamic profiles: Let C be the set of all profiled source code locations within the body of the progress loop, P set of all profiled application process, M set of all measured metrics and I a sequence of all profiled progress loop iterations, then the we can define time-series Dynamic Profile as a mapping: which maps a source code location c ϵ C, a process p ϵ P a metric m ϵ M and an iteration i ϵ I onto a measurement ʋ Yury Oleynik, PSTI Lyon 23

24 Automatic Performance Dynamics Analysis with Periscope: Preprocessing a) perform scale-space filtering of time series with Gaussian filter b) detect extremas and inflexion points over scales c) connect extremas and inflexion points over scales b) c) a) Yury Oleynik, PSTI Lyon 24

25 Automatic Performance Dynamics Analysis with Periscope: Qualitative Abstraction a) track extrema and inflexion points from coarse to fine scales b) label intervals between extrema and inflexion points c) extract the level of the tree with the maximum lifetime b) D AB A D A C C BCD C C B CD B C CD BCD AB C B C B C C B C A - concave increase B - concave decrease C - convex decrease D - convex increase E - linear increase F - linear decrease G - constant a) c) DABCBCDABCDABCDABCDABC Yury Oleynik, PSTI Lyon 25

26 Automatic Performance Dynamics Analysis with Periscope: Search for dynamics properties a. Search the maximum lifetime level for relevant temporal patterns Allows flexible specification of the performance dynamics patterns specified using the following parameters: Qualitative shape specification Perceptual salience Magnitude/Duration of the segment Any combination of parameters above Yury Oleynik, PSTI Lyon 26

27 Example Performance properties examples: Local maxima (peaks) in Execution time of the main loop body in process 0 are observed during iterations 6-24, 44-47, 57-63, 67-73, The most distinctive local minima (valley) in Execution time of the main loop body in process 0 is observed during iterations The tallest increase in Execution time of the main loop body in process 0 is observed during iterations Yury Oleynik, PSTI Lyon 27

28 Conclusion Temporal performance dynamics is important There are at least two aspects to consider Runtime performance dynamics Cross-experiment performance dynamics Tools support is needed to help answer questions: What are the most relevant runtime performance degradations? How to organize performance optimization process and track performance evolution? Our solution Periscope Performance Dynamics Analysis automatically search for temporal performance degradations PAThWay organize and track performance optimization using workflows Yury Oleynik, PSTI Lyon 28

29 Thank you! Questions? Join us for the VI-HPS Extreme Scale Programming Tools SC13! Further info: Yury Oleynik, PSTI Lyon 29

Recent Advances in Periscope for Performance Analysis and Tuning

Recent Advances in Periscope for Performance Analysis and Tuning Recent Advances in Periscope for Performance Analysis and Tuning Isaias Compres, Michael Firbach, Michael Gerndt Robert Mijakovic, Yury Oleynik, Ventsislav Petkov Technische Universität München Yury Oleynik,

More information

Unified Performance Data Collection with Score-P

Unified Performance Data Collection with Score-P Unified Performance Data Collection with Score-P Bert Wesarg 1) With contributions from Andreas Knüpfer 1), Christian Rössel 2), and Felix Wolf 3) 1) ZIH TU Dresden, 2) FZ Jülich, 3) GRS-SIM Aachen Fragmentation

More information

for High Performance Computing

for High Performance Computing Technische Universität München Institut für Informatik Lehrstuhl für Rechnertechnik und Rechnerorganisation Automatic Performance Engineering Workflows for High Performance Computing Ventsislav Petkov

More information

FAKULTÄT FÜR INFORMATIK. Automatic Characterization of Performance Dynamics with Periscope

FAKULTÄT FÜR INFORMATIK. Automatic Characterization of Performance Dynamics with Periscope FAKULTÄT FÜR INFORMATIK DER TECHNISCHEN UNIVERSITÄT MÜNCHEN Dissertation Automatic Characterization of Performance Dynamics with Periscope Yury Oleynik Technische Universität München FAKULTÄT FÜR INFORMATIK

More information

SOFTWARE TESTING TRAINING COURSES CONTENTS

SOFTWARE TESTING TRAINING COURSES CONTENTS SOFTWARE TESTING TRAINING COURSES CONTENTS 1 Unit I Description Objectves Duration Contents Software Testing Fundamentals and Best Practices This training course will give basic understanding on software

More information

On the Applicability of Workflow Management Systems for the Preservation of Business Processes

On the Applicability of Workflow Management Systems for the Preservation of Business Processes On the Applicability of Workflow Management Systems for the Preservation of Business Processes Rudolf Mayer, Stefan Pröll, Andreas Rauber sproell@sba-research.org University of Technology Vienna, Austria

More information

A QUICK OVERVIEW OF THE OMNeT++ IDE

A QUICK OVERVIEW OF THE OMNeT++ IDE Introduction A QUICK OVERVIEW OF THE OMNeT++ IDE The OMNeT++ 4.x Integrated Development Environment is based on the Eclipse platform, and extends it with new editors, views, wizards, and additional functionality.

More information

Analysis report examination with CUBE

Analysis report examination with CUBE Analysis report examination with CUBE Brian Wylie Jülich Supercomputing Centre CUBE Parallel program analysis report exploration tools Libraries for XML report reading & writing Algebra utilities for report

More information

IBM Business Monitor. BPEL process monitoring

IBM Business Monitor. BPEL process monitoring IBM Business Monitor BPEL process monitoring 2011 IBM Corporation This presentation will give you an understanding of monitoring BPEL processes using IBM Business Monitor. BPM_BusinessMonitor_BPEL_Monitoring.ppt

More information

Testhouse Training Portfolio

Testhouse Training Portfolio Testhouse Training Portfolio TABLE OF CONTENTS Table of Contents... 1 HP LoadRunner 4 Days... 2 ALM Quality Center 11-2 Days... 7 HP QTP Training Course 2 Days... 10 QTP/ALM Intensive Training Course 4

More information

Test Data Management Concepts

Test Data Management Concepts Test Data Management Concepts BIZDATAX IS AN EKOBIT BRAND Executive Summary Test Data Management (TDM), as a part of the quality assurance (QA) process is more than ever in the focus among IT organizations

More information

Analytics for Performance Optimization of BPMN2.0 Business Processes

Analytics for Performance Optimization of BPMN2.0 Business Processes Analytics for Performance Optimization of BPMN2.0 Business Processes Robert M. Shapiro, Global 360, USA Hartmann Genrich, GMD (retired), Germany INTRODUCTION We describe a new approach to process improvement

More information

BPM and Simulation. A White Paper. Signavio, Inc. Nov 2013. Katharina Clauberg, William Thomas

BPM and Simulation. A White Paper. Signavio, Inc. Nov 2013. Katharina Clauberg, William Thomas BPM and Simulation A White Paper Signavio, Inc. Nov 2013 Katharina Clauberg, William Thomas Table of Contents 1. Executive Summary... 3 2. Setting the Scene for Process Change... 4 3. Identifying the Goals

More information

U.S. Navy Automated Software Testing

U.S. Navy Automated Software Testing U.S. Navy Automated Software Testing Application of Standards to the Automated Test and Re-Test (ATRT) Effort Object Management Group (OMG) Technical Meeting June 2007 Approved for public release; distribution

More information

Using Simulation Models to Evolve Business Processes

Using Simulation Models to Evolve Business Processes Using Simulation Models to Evolve Business Processes Marin Litoiu, Andrei Solomon York University with ideas from IBM Toronto Lab, CAS Agenda Motivation and Goals Intro to BP Life Cycle BP Evolution Loop

More information

Development Best Practices

Development Best Practices Development Best Practices 0 Toad Toad for Oracle v.9.6 Configurations for Oracle Standard Basic Toad Features + Team Coding + PL/SQL Profiler + PL/SQL Debugging + Knowledge Xpert PL/SQL and DBA Toad for

More information

A Data Structure Oriented Monitoring Environment for Fortran OpenMP Programs

A Data Structure Oriented Monitoring Environment for Fortran OpenMP Programs A Data Structure Oriented Monitoring Environment for Fortran OpenMP Programs Edmond Kereku, Tianchao Li, Michael Gerndt, and Josef Weidendorfer Institut für Informatik, Technische Universität München,

More information

IBM WebSphere ILOG Rules for.net

IBM WebSphere ILOG Rules for.net Automate business decisions and accelerate time-to-market IBM WebSphere ILOG Rules for.net Business rule management for Microsoft.NET and SOA environments Highlights Complete BRMS for.net Integration with

More information

Performance Analysis and Optimization Tool

Performance Analysis and Optimization Tool Performance Analysis and Optimization Tool Andres S. CHARIF-RUBIAL andres.charif@uvsq.fr Performance Analysis Team, University of Versailles http://www.maqao.org Introduction Performance Analysis Develop

More information

PRODUCTIVITY IN FOCUS PERFORMANCE MANAGEMENT SOFTWARE FOR MAILROOM AND SCANNING OPERATIONS

PRODUCTIVITY IN FOCUS PERFORMANCE MANAGEMENT SOFTWARE FOR MAILROOM AND SCANNING OPERATIONS PRODUCTIVITY IN FOCUS PERFORMANCE MANAGEMENT SOFTWARE FOR MAILROOM AND SCANNING OPERATIONS Machine Productivity Track equipment productivity by active run time and total wall clock time. Compare machine

More information

Score-P A Unified Performance Measurement System for Petascale Applications

Score-P A Unified Performance Measurement System for Petascale Applications Score-P A Unified Performance Measurement System for Petascale Applications Dieter an Mey(d), Scott Biersdorf(h), Christian Bischof(d), Kai Diethelm(c), Dominic Eschweiler(a), Michael Gerndt(g), Andreas

More information

10g versions followed on separate paths due to different approaches, but mainly due to differences in technology that were known to be huge.

10g versions followed on separate paths due to different approaches, but mainly due to differences in technology that were known to be huge. Oracle BPM 11g Platform Analysis May 2010 I was privileged to be invited to participate in "EMEA BPM 11g beta bootcamp" in April 2010, where I had close contact with the latest release of Oracle BPM 11g.

More information

4 5 6 7 8 9 10 11 What is a character acte set? Definition Usage A character encoding or character set (sometimes referred to as code page) consists of a code that pairs a sequence of characters from a

More information

Formal Software Testing. Terri Grenda, CSTE IV&V Testing Solutions, LLC www.ivvts.com

Formal Software Testing. Terri Grenda, CSTE IV&V Testing Solutions, LLC www.ivvts.com Formal Software Testing Terri Grenda, CSTE IV&V Testing Solutions, LLC www.ivvts.com Scope of Testing Find defects early Remove defects prior to production Identify Risks Unbiased opinion When Should Testing

More information

WebSphere Business Monitor

WebSphere Business Monitor WebSphere Business Monitor Dashboards 2010 IBM Corporation This presentation should provide an overview of the dashboard widgets for use with WebSphere Business Monitor. WBPM_Monitor_Dashboards.ppt Page

More information

Sanjeev Kumar. contribute

Sanjeev Kumar. contribute RESEARCH ISSUES IN DATAA MINING Sanjeev Kumar I.A.S.R.I., Library Avenue, Pusa, New Delhi-110012 sanjeevk@iasri.res.in 1. Introduction The field of data mining and knowledgee discovery is emerging as a

More information

TEST AUTOMATION FRAMEWORK

TEST AUTOMATION FRAMEWORK TEST AUTOMATION FRAMEWORK Twister Topics Quick introduction Use cases High Level Description Benefits Next steps Twister How to get Twister is an open source test automation framework. The code, user guide

More information

Rational Team Concert. Guido Salvaneschi Dipartimento di Elettronica e Informazione Politecnico di Milano salvaneschi@elet.polimi.

Rational Team Concert. Guido Salvaneschi Dipartimento di Elettronica e Informazione Politecnico di Milano salvaneschi@elet.polimi. Rational Team Concert Guido Salvaneschi Dipartimento di Elettronica e Informazione Politecnico di Milano salvaneschi@elet.polimi.it Project Areas The project area is the system's representation of a software

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

Windchill Service Information Manager 10.1. Curriculum Guide

Windchill Service Information Manager 10.1. Curriculum Guide Windchill Service Information Manager 10.1 Curriculum Guide Live Classroom Curriculum Guide Building Information Structures with Windchill Service Information Manager 10.1 Building Publication Structures

More information

SAP Data Services 4.X. An Enterprise Information management Solution

SAP Data Services 4.X. An Enterprise Information management Solution SAP Data Services 4.X An Enterprise Information management Solution Table of Contents I. SAP Data Services 4.X... 3 Highlights Training Objectives Audience Pre Requisites Keys to Success Certification

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

Process Modelling from Insurance Event Log

Process Modelling from Insurance Event Log Process Modelling from Insurance Event Log P.V. Kumaraguru Research scholar, Dr.M.G.R Educational and Research Institute University Chennai- 600 095 India Dr. S.P. Rajagopalan Professor Emeritus, Dr. M.G.R

More information

Integrating TAU With Eclipse: A Performance Analysis System in an Integrated Development Environment

Integrating TAU With Eclipse: A Performance Analysis System in an Integrated Development Environment Integrating TAU With Eclipse: A Performance Analysis System in an Integrated Development Environment Wyatt Spear, Allen Malony, Alan Morris, Sameer Shende {wspear, malony, amorris, sameer}@cs.uoregon.edu

More information

Requirements for Standard Compliant Electrical Test Authoring in Manufacturing Applications

Requirements for Standard Compliant Electrical Test Authoring in Manufacturing Applications Requirements for Standard Compliant Electrical Test Authoring in Manufacturing Applications Dipl. Ing. Alfons Schulte DSA-Daten-- Daten- und Systemtechnik GmbH, Aachen DSA-GmbH_PR_040308 Topics Authoring

More information

Performance analysis with Periscope

Performance analysis with Periscope Performance analysis with Periscope M. Gerndt, V. Petkov, Y. Oleynik, S. Benedict Technische Universität München September 2010 Outline Motivation Periscope architecture Periscope performance analysis

More information

What Business and Process Analysts Need to Know About BPM Suites

What Business and Process Analysts Need to Know About BPM Suites What Business and Process Analysts Need to Know About BPM Suites Bruce Silver Principal, Bruce Silver Associates and BPMS Watch 1 Agenda What is a BPMS? Specifying BPM requirements What BA s need to understand

More information

WebSphere Business Modeler

WebSphere Business Modeler Discovering the Value of SOA WebSphere Process Integration WebSphere Business Modeler Workshop SOA on your terms and our expertise Soudabeh Javadi Consulting Technical Sales Support WebSphere Process Integration

More information

Using GitHub for Rally Apps (Mac Version)

Using GitHub for Rally Apps (Mac Version) Using GitHub for Rally Apps (Mac Version) SOURCE DOCUMENT (must have a rallydev.com email address to access and edit) Introduction Rally has a working relationship with GitHub to enable customer collaboration

More information

What is Visualization? Information Visualization An Overview. Information Visualization. Definitions

What is Visualization? Information Visualization An Overview. Information Visualization. Definitions What is Visualization? Information Visualization An Overview Jonathan I. Maletic, Ph.D. Computer Science Kent State University Visualize/Visualization: To form a mental image or vision of [some

More information

Analysis of the Specifics for a Business Rules Engine Based Projects

Analysis of the Specifics for a Business Rules Engine Based Projects Analysis of the Specifics for a Business Rules Engine Based Projects By Dmitri Ilkaev and Dan Meenan Introduction In recent years business rules engines (BRE) have become a key component in almost every

More information

Arbeitspaket 3: Langzeitarchivierung von Forschungsdaten. JHOVE2 module for ROOT files 1

Arbeitspaket 3: Langzeitarchivierung von Forschungsdaten. JHOVE2 module for ROOT files 1 WissGrid Dokumentation Arbeitspaket 3: Langzeitarchivierung von Forschungsdaten JHOVE2 module for ROOT files 1 Autoren Arbeitspaket 3: Langzeitarchivierung von Forschungsdaten Editoren Kalinin Datum 5.

More information

Analysis of Social Media Streams

Analysis of Social Media Streams Fakultätsname 24 Fachrichtung 24 Institutsname 24, Professur 24 Analysis of Social Media Streams Florian Weidner Dresden, 21.01.2014 Outline 1.Introduction 2.Social Media Streams Clustering Summarization

More information

Exercise 1: Add Tests Using NI TestStand Sequence Editor

Exercise 1: Add Tests Using NI TestStand Sequence Editor Exercise 1: Add Tests Using NI TestStand Sequence Editor Objective: To create a TestStand sequence and add steps to the MainSequence that uses the Frequency test created in the first three exercises. The

More information

White Paper BPMN 2.0 Task Types Explained

White Paper BPMN 2.0 Task Types Explained White Paper BPMN 2.0 Task Types Explained WP0093 August 2013 Tasks represent the most fundamental process elements, which define units of work in a process. In BPMN, a Task represents an atomic Activity

More information

Fundamentals of LoadRunner 9.0 (2 Days)

Fundamentals of LoadRunner 9.0 (2 Days) Fundamentals of LoadRunner 9.0 (2 Days) Quality assurance engineers New users of LoadRunner who need to load test their applications and/or executives who will be involved in any part of load testing.

More information

SECTION 4 TESTING & QUALITY CONTROL

SECTION 4 TESTING & QUALITY CONTROL Page 1 SECTION 4 TESTING & QUALITY CONTROL TESTING METHODOLOGY & THE TESTING LIFECYCLE The stages of the Testing Life Cycle are: Requirements Analysis, Planning, Test Case Development, Test Environment

More information

The Concept of Automated Process Control

The Concept of Automated Process Control Scientific Papers, University of Latvia, 2010. Vol. 756 Computer Science and Information Technologies 193 203 P. The Concept of Automated Process Control Ivo Oditis 1, Janis Bicevskis 2 1 Bank of Latvia,

More information

Automotive CAE Integration.

Automotive CAE Integration. WHITEPAPER Automotive CAE Integration.. 2010 AUDI AG BMW AG Daimler AG Dr. Ing. h. c. F. Porsche AG Volkswagen AG PROSTEP AG Automotive CAE Integration Addendum to Automotive CAE Integration: Requirements

More information

UPROM Tool: A Unified Business Process Modeling Tool for Generating Software Life Cycle Artifacts

UPROM Tool: A Unified Business Process Modeling Tool for Generating Software Life Cycle Artifacts UPROM Tool: A Unified Business Process Modeling Tool for Generating Software Life Cycle Artifacts Banu Aysolmaz 1 and Onur Demirörs 2 1, 2 Informatics Institute, Middle East Technical University, Ankara,

More information

Koen Aers JBoss, a division of Red Hat jbpm GPD Lead

Koen Aers JBoss, a division of Red Hat jbpm GPD Lead JBoss jbpm Overview Koen Aers JBoss, a division of Red Hat jbpm GPD Lead Agenda What is JBoss jbpm? Multi Language Support Graphical Process Designer BPMN Reflections What is it? JBoss jbpm is a sophisticated

More information

Load DynamiX Storage Performance Validation: Fundamental to your Change Management Process

Load DynamiX Storage Performance Validation: Fundamental to your Change Management Process Load DynamiX Storage Performance Validation: Fundamental to your Change Management Process By Claude Bouffard Director SSG-NOW Labs, Senior Analyst Deni Connor, Founding Analyst SSG-NOW February 2015 L

More information

Automating Big Data Benchmarking for Different Architectures with ALOJA

Automating Big Data Benchmarking for Different Architectures with ALOJA www.bsc.es Jan 2016 Automating Big Data Benchmarking for Different Architectures with ALOJA Nicolas Poggi, Postdoc Researcher Agenda 1. Intro on Hadoop performance 1. Current scenario and problematic 2.

More information

Enterprise Manager Performance Tips

Enterprise Manager Performance Tips Enterprise Manager Performance Tips + The tips below are related to common situations customers experience when their Enterprise Manager(s) are not performing consistent with performance goals. If you

More information

Sequential Performance Analysis with Callgrind and KCachegrind

Sequential Performance Analysis with Callgrind and KCachegrind Sequential Performance Analysis with Callgrind and KCachegrind 2 nd Parallel Tools Workshop, HLRS, Stuttgart, July 7/8, 2008 Josef Weidendorfer Lehrstuhl für Rechnertechnik und Rechnerorganisation Institut

More information

Software Test Plan (STP) Template

Software Test Plan (STP) Template (STP) Template Items that are intended to stay in as part of your document are in bold; explanatory comments are in italic text. Plain text is used where you might insert wording about your project. This

More information

IndustrialIT System 800xA Engineering

IndustrialIT System 800xA Engineering IndustrialIT System 800xA Engineering Overview Features and Benefits Integrated Engineering Environment: Supports the engineering of the entire extended automation system from field devices to plant management

More information

Rapid Application Development with Bison Technology

Rapid Application Development with Bison Technology Rapid Application Development with Bison Technology 11.4.2013 Christof Oberholzer Why another business software development platform???? Faster, faster, more efficient, less costs, more features -Life

More information

Developing a Website. Chito N. Angeles Web Technologies: Training for Development and Teaching Resources

Developing a Website. Chito N. Angeles Web Technologies: Training for Development and Teaching Resources Developing a Website Chito N. Angeles Web Technologies: Training for Development and Teaching Resources Static vs. Dynamic Website Static Website Traditional Website Contains a fixed amount of pages and

More information

ANSYS EKM Overview. What is EKM?

ANSYS EKM Overview. What is EKM? ANSYS EKM Overview What is EKM? ANSYS EKM is a simulation process and data management (SPDM) software system that allows engineers at all levels of an organization to effectively manage the data and processes

More information

Meister Going Beyond Maven

Meister Going Beyond Maven Meister Going Beyond Maven A technical whitepaper comparing OpenMake Meister and Apache Maven OpenMake Software 312.440.9545 800.359.8049 Winners of the 2009 Jolt Award Introduction There are many similarities

More information

<Insert Picture Here> The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment

More information

Servers. Servers. NAT Public Subnet: 172.30.128.0/20. Internet Gateway. VPC Gateway VPC: 172.30.0.0/16

Servers. Servers. NAT Public Subnet: 172.30.128.0/20. Internet Gateway. VPC Gateway VPC: 172.30.0.0/16 .0 Why Use the Cloud? REFERENCE MODEL Cloud Development April 0 Traditionally, deployments require applications to be bound to a particular infrastructure. This results in low utilization, diminished efficiency,

More information

PERFORMANCE TESTING. New Batches Info. We are ready to serve Latest Testing Trends, Are you ready to learn.?? START DATE : TIMINGS : DURATION :

PERFORMANCE TESTING. New Batches Info. We are ready to serve Latest Testing Trends, Are you ready to learn.?? START DATE : TIMINGS : DURATION : PERFORMANCE TESTING We are ready to serve Latest Testing Trends, Are you ready to learn.?? New Batches Info START DATE : TIMINGS : DURATION : TYPE OF BATCH : FEE : FACULTY NAME : LAB TIMINGS : Performance

More information

Oracle Database Performance Management Best Practices Workshop. AIOUG Product Management Team Database Manageability

Oracle Database Performance Management Best Practices Workshop. AIOUG Product Management Team Database Manageability Oracle Database Performance Management Best Practices Workshop AIOUG Product Management Team Database Manageability Table of Contents Oracle DB Performance Management... 3 A. Configure SPA Quick Check...6

More information

Communiqué 4. Standardized Global Content Management. Designed for World s Leading Enterprises. Industry Leading Products & Platform

Communiqué 4. Standardized Global Content Management. Designed for World s Leading Enterprises. Industry Leading Products & Platform Communiqué 4 Standardized Communiqué 4 - fully implementing the JCR (JSR 170) Content Repository Standard, managing digital business information, applications and processes through the web. Communiqué

More information

SCADE System 17.0. Technical Data Sheet. System Requirements Analysis. Technical Data Sheet SCADE System 17.0 1

SCADE System 17.0. Technical Data Sheet. System Requirements Analysis. Technical Data Sheet SCADE System 17.0 1 SCADE System 17.0 SCADE System is the product line of the ANSYS Embedded software family of products and solutions that empowers users with a systems design environment for use on systems with high dependability

More information

HOPSA Project. Technical Report. A Workflow for Holistic Performance System Analysis

HOPSA Project. Technical Report. A Workflow for Holistic Performance System Analysis HOPSA Project Technical Report A Workflow for Holistic Performance System Analysis September 2012 Felix Wolf 1,2,3, Markus Geimer 2, Judit Gimenez 4, Juan Gonzalez 4, Erik Hagersten 5, Thomas Ilsche 6,

More information

Profiling and Testing with Test and Performance Tools Platform (TPTP)

Profiling and Testing with Test and Performance Tools Platform (TPTP) Profiling and Testing with Test and Performance Tools Platform (TPTP) 2009 IBM Corporation and Intel Corporation; made available under the EPL v1.0 March, 2009 Speakers Eugene Chan IBM Canada ewchan@ca.ibm.com

More information

Setting up the Oracle Warehouse Builder Project. Topics. Overview. Purpose

Setting up the Oracle Warehouse Builder Project. Topics. Overview. Purpose Setting up the Oracle Warehouse Builder Project Purpose In this tutorial, you setup and configure the project environment for Oracle Warehouse Builder 10g Release 2. You create a Warehouse Builder repository

More information

StreamServe Persuasion SP5 Ad Hoc Correspondence and Correspondence Reviewer

StreamServe Persuasion SP5 Ad Hoc Correspondence and Correspondence Reviewer StreamServe Persuasion SP5 Ad Hoc Correspondence and Correspondence Reviewer User Guide Rev B StreamServe Persuasion SP5 Ad Hoc Correspondence and Correspondence Reviewer User Guide Rev B 2001-2010 STREAMSERVE,

More information

Fast and Easy Delivery of Data Mining Insights to Reporting Systems

Fast and Easy Delivery of Data Mining Insights to Reporting Systems Fast and Easy Delivery of Data Mining Insights to Reporting Systems Ruben Pulido, Christoph Sieb rpulido@de.ibm.com, christoph.sieb@de.ibm.com Abstract: During the last decade data mining and predictive

More information

ARIZONA CTE CAREER PREPARATION STANDARDS & MEASUREMENT CRITERIA SOFTWARE DEVELOPMENT, 15.1200.40

ARIZONA CTE CAREER PREPARATION STANDARDS & MEASUREMENT CRITERIA SOFTWARE DEVELOPMENT, 15.1200.40 SOFTWARE DEVELOPMENT, 15.1200.40 1.0 APPLY PROBLEM-SOLVING AND CRITICAL THINKING SKILLS TO INFORMATION TECHNOLOGY 1.1 Describe methods and considerations for prioritizing and scheduling software development

More information

Oracle SQL Developer 3.0: Overview and New Features

<Insert Picture Here> Oracle SQL Developer 3.0: Overview and New Features 1 Oracle SQL Developer 3.0: Overview and New Features Sue Harper Senior Principal Product Manager The following is intended to outline our general product direction. It is intended

More information

High Performance Computing in Aachen

High Performance Computing in Aachen High Performance Computing in Aachen Christian Iwainsky iwainsky@rz.rwth-aachen.de Center for Computing and Communication RWTH Aachen University Produktivitätstools unter Linux Sep 16, RWTH Aachen University

More information

EMC Documentum Composer

EMC Documentum Composer EMC Documentum Composer Version 6.5 User Guide P/N 300 007 217 A02 EMC Corporation Corporate Headquarters: Hopkinton, MA 01748 9103 1 508 435 1000 www.emc.com Copyright 2008 EMC Corporation. All rights

More information

Architectural Design

Architectural Design Software Engineering Architectural Design 1 Software architecture The design process for identifying the sub-systems making up a system and the framework for sub-system control and communication is architectural

More information

SAP BO 4.1 COURSE CONTENT

SAP BO 4.1 COURSE CONTENT Data warehousing/dimensional modeling/ SAP BW 7.0 Concepts 1. OLTP vs. OLAP 2. Types of OLAP 3. Multi Dimensional Modeling Of SAP BW 7.0 4. SAP BW 7.0 Cubes, DSO s,multi Providers, Infosets 5. Business

More information

EVALUATION ONLY. WA2088 WebSphere Application Server 8.5 Administration on Windows. Student Labs. Web Age Solutions Inc.

EVALUATION ONLY. WA2088 WebSphere Application Server 8.5 Administration on Windows. Student Labs. Web Age Solutions Inc. WA2088 WebSphere Application Server 8.5 Administration on Windows Student Labs Web Age Solutions Inc. Copyright 2013 Web Age Solutions Inc. 1 Table of Contents Directory Paths Used in Labs...3 Lab Notes...4

More information

Open S-BPM: Goals and Architecture

Open S-BPM: Goals and Architecture Open S-BPM: Goals and Architecture Albert Fleischmann Werner Schmidt Table of Content 1 Introduction... 2 2 Mission, Vision and Objectives... 2 3 Research and Development Areas... 3 4 Open S-BPM Architecture...

More information

Sentaurus Workbench Comprehensive Framework Environment

Sentaurus Workbench Comprehensive Framework Environment Data Sheet Comprehensive Framework Environment Overview is a complete graphical environment for creating, managing, executing, and analyzing TCAD simulations. Its intuitive graphical user interface allows

More information

Enhance visibility into and control over software projects IBM Rational change and release management software

Enhance visibility into and control over software projects IBM Rational change and release management software Enhance visibility into and control over software projects IBM Rational change and release management software Accelerating the software delivery lifecycle Faster delivery of high-quality software Software

More information

Redpaper Axel Buecker Kenny Chow Jenny Wong

Redpaper Axel Buecker Kenny Chow Jenny Wong Redpaper Axel Buecker Kenny Chow Jenny Wong A Guide to Authentication Services in IBM Security Access Manager for Enterprise Single Sign-On Introduction IBM Security Access Manager for Enterprise Single

More information

Application Performance Analysis Tools and Techniques

Application Performance Analysis Tools and Techniques Mitglied der Helmholtz-Gemeinschaft Application Performance Analysis Tools and Techniques 2012-06-27 Christian Rössel Jülich Supercomputing Centre c.roessel@fz-juelich.de EU-US HPC Summer School Dublin

More information

IBM SAP International Competence Center. Load testing SAP ABAP Web Dynpro applications with IBM Rational Performance Tester

IBM SAP International Competence Center. Load testing SAP ABAP Web Dynpro applications with IBM Rational Performance Tester IBM SAP International Competence Center Load testing SAP ABAP Web Dynpro applications with IBM Rational Performance Tester Ease of use, excellent technical support from the IBM Rational team and, of course,

More information

OneStop Reporting 3.7 Installation Guide. Updated: 2013-01-31

OneStop Reporting 3.7 Installation Guide. Updated: 2013-01-31 OneStop Reporting 3.7 Installation Guide Updated: 2013-01-31 Copyright OneStop Reporting AS www.onestopreporting.com Table of Contents System Requirements... 1 Obtaining the Software... 2 Obtaining Your

More information

Oracle Data Miner (Extension of SQL Developer 4.0)

Oracle Data Miner (Extension of SQL Developer 4.0) An Oracle White Paper September 2013 Oracle Data Miner (Extension of SQL Developer 4.0) Integrate Oracle R Enterprise Mining Algorithms into a workflow using the SQL Query node Denny Wong Oracle Data Mining

More information

Integrated Open-Source Geophysical Processing and Visualization

Integrated Open-Source Geophysical Processing and Visualization Integrated Open-Source Geophysical Processing and Visualization Glenn Chubak* University of Saskatchewan, Saskatoon, Saskatchewan, Canada gdc178@mail.usask.ca and Igor Morozov University of Saskatchewan,

More information

EnterpriseLink Benefits

EnterpriseLink Benefits EnterpriseLink Benefits GGY AXIS 5001 Yonge Street Suite 1300 Toronto, ON M2N 6P6 Phone: 416-250-6777 Toll free: 1-877-GGY-AXIS Fax: 416-250-6776 Email: axis@ggy.com Web: www.ggy.com Table of Contents

More information

Business-Driven Software Engineering Lecture 3 Foundations of Processes

Business-Driven Software Engineering Lecture 3 Foundations of Processes Business-Driven Software Engineering Lecture 3 Foundations of Processes Jochen Küster jku@zurich.ibm.com Agenda Introduction and Background Process Modeling Foundations Activities and Process Models Summary

More information

Agile Business Suite: a 4GL environment for.net developers DEVELOPMENT, MAINTENANCE AND DEPLOYMENT OF LARGE, COMPLEX BACK-OFFICE APPLICATIONS

Agile Business Suite: a 4GL environment for.net developers DEVELOPMENT, MAINTENANCE AND DEPLOYMENT OF LARGE, COMPLEX BACK-OFFICE APPLICATIONS Agile Business Suite: a 4GL environment for.net developers DEVELOPMENT, MAINTENANCE AND DEPLOYMENT OF LARGE, COMPLEX BACK-OFFICE APPLICATIONS In order to ease the burden of application lifecycle management,

More information

QUALITYMATE FOR LOAD TESTING

QUALITYMATE FOR LOAD TESTING QUALITYMATE FOR LOAD TESTING QualityMate suite of tools enables organizations to industrialize the software development process providing support for different process activities like Requirements Management,

More information

Model Organize Publish Automate. Business Process Management with Process Modeler for Microsoft Visio

Model Organize Publish Automate. Business Process Management with Process Modeler for Microsoft Visio Model Organize Publish Automate PM Business Process Management with Process Modeler for Microsoft Visio Process Modeler for your profession BPM as a Consultant When you want to integrate yourself flexibly

More information

Information Visualization WS 2013/14 11 Visual Analytics

Information Visualization WS 2013/14 11 Visual Analytics 1 11.1 Definitions and Motivation Lot of research and papers in this emerging field: Visual Analytics: Scope and Challenges of Keim et al. Illuminating the path of Thomas and Cook 2 11.1 Definitions and

More information

Oracle Fusion Middleware

Oracle Fusion Middleware Oracle Fusion Middleware Modeling and Implementation Guide for Oracle Business Process Management 11g Release 1 (11.1.1) E15176-02 July 2010 Describes how to design and implement business processes using

More information

Overview of Configuration Management

Overview of Configuration Management CHAPTER 1 Configuration Management in CiscoWorks LAN Management Solutions (LMS) 4.0 allows you to manage, deploy and modify the configuration files used by devices in your network. You can run tools that

More information

VWF. Virtual Wafer Fab

VWF. Virtual Wafer Fab VWF Virtual Wafer Fab VWF is software used for performing Design of Experiments (DOE) and Optimization Experiments. Split-lots can be used in various pre-defined analysis methods. Split parameters can

More information

Archiving Systems. Uwe M. Borghoff Universität der Bundeswehr München Fakultät für Informatik Institut für Softwaretechnologie. uwe.borghoff@unibw.

Archiving Systems. Uwe M. Borghoff Universität der Bundeswehr München Fakultät für Informatik Institut für Softwaretechnologie. uwe.borghoff@unibw. Archiving Systems Uwe M. Borghoff Universität der Bundeswehr München Fakultät für Informatik Institut für Softwaretechnologie uwe.borghoff@unibw.de Decision Process Reference Models Technologies Use Cases

More information

Factonomy Resilience. Enterprise Business Continuity

Factonomy Resilience. Enterprise Business Continuity Factonomy Resilience Enterprise Business Continuity BIA Wizard and Questionnaire: A highly configurable tool that will fit any methodology. BIA Surveys and Templates The Business Impact Analysis module

More information