Integrate MATLAB Analytics into Enterprise Applications
|
|
- Angelina Norman
- 5 years ago
- Views:
Transcription
1 Integrate Analytics into Enterprise Applications Lyamine Hedjazi 2015 The MathWorks, Inc. 1
2 Data Analytics Workflow Preprocessing Data Business Systems Build Algorithms Smart Connected Systems Take Decisions BI Tools Data Acquisition Data Analytics Analytics Integraion 2
3 Challenges How to share algorithms with multiple internal and external consumers Challenging and time consuming to re-code algorithms for integration into IT frameworks Difficult to migrate solutions to enterprise scale web or cloud frameworks How to deliver fast results with large volumes of data 3
4 Sharing and Deploying Applications Write Your Programs Once Then Share to Different Targets Compiler Compiler SDK Coder Apps Files Standalone Application Excel Add-in Hadoop Web Apps C/C++ shared library Java.NET Python Production Server.lib/.dll.exe MEX Custom Toolbox Runtime With Users With People Who Do Not Have With Users 4
5 Share with People Who Do Not Have Compiler Compiler SDK Standalone Application Excel Add-in Hadoop Web Apps C/C++ shared library Java.NET Python Production Server Share Applications with No Additional Programming Integrate -based Components With Your Own Software Runtime Royalty-free Sharing IP Protection via Encryption 5
6 Creating and Sharing Web Apps URL App Designer Web Apps Server.ctf Compiled Web App.ctf Runtime Compiler Installer 6
7 and Production Server is the easiest and most productive environment to take your enterprise analytics or IoT solution from idea to production Idea Production 7
8 Why Production Server Matters to You Domain Expert Solution Architect No need to learn another programming language Web and cloud friendly architecture Reliably service large numbers of concurrent requests with low latency Client connections can be protected with SSL encryption Platform independence (win, mac, linux) Automatically deploy updates without server restart 8
9 Production Server Enterprise Class Framework For Running Packaged Programs Server software Manages packaged programs and worker pool Runtime libraries Single server can use runtimes from different releases RESTful JSON interface and lightweight client library (C/C++,.NET, Python, and Java) Enterprise Application MPS Client Library Enterprise Application RESTful JSON Production Server Request Broker & Program Manager Runtime 9
10 Calling Functions Enterprise Application Production Server HttpClient object HTTP(S) Request Broker & Program Manager Calculation Process Calculation Process Worker Pool 10
11 Example - Integrating with IT systems Compiler SDK Web Applications Web Server Production Server Portfolio Optimization Pricing Desktop Applications Application Server Risk Analytics Database Server 11
12 Customer examples: Financial customer advisory service Production Server Global financial institution with European HQ Request Broker Algorithm Developers Compiler SDK Request Broker Request Broker 12
13 Customer examples: Industrial IoT Analytics on AWS Global industrial equipment manufacturer Industrial Equipment Networked communication Embedded sensors Data reduction Production Server Request Broker Business Systems Users Compiler SDK Algorithm Developers 13
14 Customer examples: Building Automation IoT Analytics on Azure Global heavy duty electrical equipment manufacturer Building/HVAC automation control system Variety of sensors and controls Networked communication Data reduction Azure EventHub Azure Blob Production Server Request Broker Azure SQL Compiler SDK Business Systems Users Algorithm Developers 14
15 Front-end scalability Production Server Application server for Manage large numbers of requests to run short-running deployed programs Back-end scalability Distributed Computing Server Cluster framework for /Simulink Speed up computationally intensive programs on computer clusters, clouds, and grids.net Deployed Application Deployed Application Deployed Application Deployed Application 15
16 Scaling Application Access and Computation Compiler SDK Deployed Application Desktop (client) Parallel Computing Toolbox code with batch, parfor, or other parallel constructs Request broker Deployed Application Deployed Application Deployed Application Deployed Application GPU Multi-core CPU Production Server Distributed Computing Server 16
17 Scaling Application Access and Computation Compiler SDK Deployed Application Desktop (client) Parallel Computing Toolbox code with batch, parfor, or other parallel constructs Compiler SDK Request broker Deployed Application Deployed Application Deployed Application Deployed Application GPU Multi-core CPU Production Server Parallel workers on remote hardware Distributed Computing Server 17
18 and Distributed Computing Server allow you to speedup your computations on multiple CPUs and GPUs overcome memory limitations and offload computations to clusters and clouds. Desktop Clusters and Clouds 18
19 Distributed Computing Server Benefits Domain Expert Solution Architect Transparently get access to more workers on a cluster. Get access to advanced parallel workflows directly through their desktop. Don t need to build a framework for submission and retrieval. Can easily scale up with more workers Platform independence (win, mac, linux) Client connections can be protected with SSL encryption 19
20 Data Intensive: Big Data support in Datastores Apache Spark on Hadoop Distributed Arrays Tall Arrays 20
21 Technology Stack Data Analytics Business System Databases Distributed Computing Server Visualization Cloud Storage Azure Blob Production Server Web Request Broker IoT Custom App Public Cloud Platform Private Cloud 21
22 Online Resources Documentation Create and Share Toolboxes Website Desktop and Web Deployment Free White Paper Building a Website with Analytics Website Using With Other Programming Languages 22
Integrate MATLAB Analytics into Enterprise Applications
Integrate Analytics into Enterprise Applications Aurélie Urbain MathWorks Consulting Services 2015 The MathWorks, Inc. 1 Data Analytics Workflow Data Acquisition Data Analytics Analytics Integration Business
More informationIntegrate MATLAB Analytics into Enterprise Applications
Integrate Analytics into Enterprise Applications Dr. Roland Michaely 2015 The MathWorks, Inc. 1 Data Analytics Workflow Access and Explore Data Preprocess Data Develop Predictive Models Integrate Analytics
More informationMATLAB. Senior Application Engineer The MathWorks Korea The MathWorks, Inc. 2
1 Senior Application Engineer The MathWorks Korea 2017 The MathWorks, Inc. 2 Data Analytics Workflow Business Systems Smart Connected Systems Data Acquisition Engineering, Scientific, and Field Business
More informationScaling MATLAB. for Your Organisation and Beyond. Rory Adams The MathWorks, Inc. 1
Scaling MATLAB for Your Organisation and Beyond Rory Adams 2015 The MathWorks, Inc. 1 MATLAB at Scale Front-end scaling Scale with increasing access requests Back-end scaling Scale with increasing computational
More informationSharing and Deploying MATLAB Applications
Sharing and Deploying Applications Dr. Roland Michaely Applications Engineer 2015 The MathWorks, Inc. 1 ICICI Securities Develops Online Financial Planning and Advisory Platform Challenge Launch a scalable
More informationSharing and Deploying MATLAB Programs Sundar Umamaheshwaran Amit Doshi Application Engineer-Technical Computing
Sharing and Deploying Programs Sundar Umamaheshwaran Amit Doshi Application Engineer-Technical Computing 2016 The MathWorks, Inc. 1 Summary: Data Analytics Workflow Business Systems Smart Connected Systems
More informationIntroduction to MATLAB application deployment
Introduction to application deployment Antti Löytynoja, Application Engineer 2015 The MathWorks, Inc. 1 Technical Computing with Products Access Explore & Create Share Options: Files Data Software Data
More informationMATLAB as a Financial Engineering Development Platform Delivering Financial / Quantitative Models to the Enterprise Eugene McGoldrick
as a Financial Engineering Development Platform Delivering Financial / Quantitative Models to the Enterprise Eugene McGoldrick 2016 The MathWorks, Inc. 1 Development Environment for Financial Services
More informationAdvanced Software Development with MATLAB
Advanced Software Development with MATLAB From research and prototype to production 2017 The MathWorks, Inc. 1 What Are Your Software Development Concerns? Accuracy Compatibility Cost Developer Expertise
More informationApplication Development and Deployment With MATLAB
Application Development and Deployment With Jean-Philippe Villaréal Application Engineer Applications Engineering Group MathWorks Benelux June 11, 2015 2015 The MathWorks, Inc. 1 Typical Industry Challenges
More informationTackling Big Data Using MATLAB
Tackling Big Data Using MATLAB Alka Nair Application Engineer 2015 The MathWorks, Inc. 1 Building Machine Learning Models with Big Data Access Preprocess, Exploration & Model Development Scale up & Integrate
More informationFrom Apps to Web Services: Deploying Your MATLAB Algorithms and Applications Marta Wilczkowiak
From Apps to Web Services: Deploying Your Algorithms and Applications Marta Wilczkowiak 1 2013 The MathWorks, Inc. Why deploy your algorithms? Raise awareness of your work Reduce duplication of efforts
More informationWhat's New in MATLAB for Engineering Data Analytics?
What's New in MATLAB for Engineering Data Analytics? Will Wilson Application Engineer MathWorks, Inc. 2017 The MathWorks, Inc. 1 Agenda Data Types Tall Arrays for Big Data Machine Learning (for Everyone)
More informationScaling up MATLAB Analytics Marta Wilczkowiak, PhD Senior Applications Engineer MathWorks
Scaling up MATLAB Analytics Marta Wilczkowiak, PhD Senior Applications Engineer MathWorks 2013 The MathWorks, Inc. 1 Agenda Giving access to your analytics to more users Handling larger problems 2 When
More informationIntegrating MATLAB Analytics into Business-Critical Applications Marta Wilczkowiak Senior Applications Engineer MathWorks
Integrating MATLAB Analytics into Business-Critical Applications Marta Wilczkowiak Senior Applications Engineer MathWorks 2015 The MathWorks, Inc. 1 Problem statement Democratization: Is it possible to
More informationMATLAB 에서작업한응용프로그램의공유 : App 에서부터웹서비스까지
MATLAB 에서작업한응용프로그램의공유 : App 에서부터웹서비스까지 Application Engineer 엄준상 2013 The MathWorks, Inc. 1 Application Deployment with MATLAB Suppliers MATLAB Author Clients Organization Group Members Collaborators 2
More informationParallel and Distributed Computing with MATLAB The MathWorks, Inc. 1
Parallel and Distributed Computing with MATLAB 2018 The MathWorks, Inc. 1 Practical Application of Parallel Computing Why parallel computing? Need faster insight on more complex problems with larger datasets
More informationParallel and Distributed Computing with MATLAB Gerardo Hernández Manager, Application Engineer
Parallel and Distributed Computing with MATLAB Gerardo Hernández Manager, Application Engineer 2018 The MathWorks, Inc. 1 Practical Application of Parallel Computing Why parallel computing? Need faster
More informationIntegrating Advanced Analytics with Big Data
Integrating Advanced Analytics with Big Data Ian McKenna, Ph.D. Senior Financial Engineer 2017 The MathWorks, Inc. 1 The Goal SCALE! 2 The Solution tall 3 Agenda Introduction to tall data Case Study: Predicting
More informationDeploying MATLAB Applications in Excel, Java, and.net Environments
Deploying Applications in Excel, Java, and.net Environments U.M. Sundar Senior Application Engineer Technical computing sundar.umamaheswaran@mathworks.in 2012 The MathWorks, Inc. 1 Agenda Application Development
More informationSimplifier la mise en production d applications MATLAB. Marc Wolff Application Engineer MathWorks 1
Simplifier la mise en production d applications MATLAB Marc Wolff Application Engineer MathWorks marc.wolff@mathworks.fr 1 What if you could turn a MATLAB application into an interactive standalone application?
More informationParallel Computing with MATLAB
Parallel Computing with MATLAB CSCI 4850/5850 High-Performance Computing Spring 2018 Tae-Hyuk (Ted) Ahn Department of Computer Science Program of Bioinformatics and Computational Biology Saint Louis University
More informationData Analytics with MATLAB. Tackling the Challenges of Big Data
Data Analytics with MATLAB Tackling the Challenges of Big Data How big is big? What characterises big data? Any collection of data sets so large and complex that it becomes difficult to process using traditional
More informationUnderstanding the latent value in all content
Understanding the latent value in all content John F. Kennedy (JFK) November 22, 1963 INGEST ENRICH EXPLORE Cognitive skills Data in any format, any Azure store Search Annotations Data Cloud Intelligence
More informationMCSE Cloud Platform & Infrastructure CLOUD PLATFORM & INFRASTRUCTURE.
Exam 410: Installing and Configuring Server 2012 Exam 411: Administering Server 2012 Exam 412: Configuring Advanced Server 2012 services Server 2012 CLOUD PLATFORM & INFRASTRUCTURE Exam 740: Installation,
More informationOptimizing and Accelerating Your MATLAB Code
Optimizing and Accelerating Your MATLAB Code Sofia Mosesson Senior Application Engineer 2016 The MathWorks, Inc. 1 Agenda Optimizing for loops and using vector and matrix operations Indexing in different
More informationMICROSOFT CLOUD PLATFORM AND INFRASTRUCTURE CERTIFICATION. Includes certifications for Microsoft Azure and Windows Server
MICROSOFT CLOUD PLATFORM AND INFRASTRUCTURE CERTIFICATION Includes certifications for Microsoft Azure and Windows Server Microsoft Azure MCSA: Cloud Platform Pass 2 required exams. M20532 M20533 M20535
More informationSTREAMLINED CERTIFICATION PATHS
STREAMLINED CERTIFICATION PATHS MOBILITY Windows 10 Mobility CLOUD PLATFORM & INFRASTRUCTURE Cloud Platform Cloud Platform & Infrastructure Linux on Azure PRODUCTIVITY Productivity Office 365 APP BUILDER
More informationDeveloping Enterprise Cloud Solutions with Azure
Developing Enterprise Cloud Solutions with Azure Java Focused 5 Day Course AUDIENCE FORMAT Developers and Software Architects Instructor-led with hands-on labs LEVEL 300 COURSE DESCRIPTION This course
More informationActivator Library. Focus on maximizing the value of your data, gain business insights, increase your team s productivity, and achieve success.
Focus on maximizing the value of your data, gain business insights, increase your team s productivity, and achieve success. ACTIVATORS Designed to give your team assistance when you need it most without
More informationWhat s New in MATLAB May 16, 2017
What s New in MATLAB May 16, 2017 2017 The MathWorks, Inc. 1 Agenda MATLAB Foundation Working with Data Building & Sharing MATLAB Applications Application Specific Enhancements Summary and Wrap-up 2 Agenda
More informationAlexander Klein. #SQLSatDenmark. ETL meets Azure
Alexander Klein ETL meets Azure BIG Thanks to SQLSat Denmark sponsors Save the date for exiting upcoming events PASS Camp 2017 Main Camp 05.12. 07.12.2017 (04.12. Kick-Off abends) Lufthansa Training &
More informationMATLAB Introduction. Ron Ilizarov Application Engineer
MATLAB Introduction Ron Ilizarov Application Engineer 1 What is MATLAB? High-level language Interactive development environment Used for: Numerical computation Data analysis and visualization Algorithm
More informationHow to Route Internet Traffic between A Mobile Application and IoT Device?
Whitepaper How to Route Internet Traffic between A Mobile Application and IoT Device? Website: www.mobodexter.com www.paasmer.co 1 Table of Contents 1. Introduction 3 2. Approach: 1 Uses AWS IoT Setup
More information2015 The MathWorks, Inc. 1
2015 The MathWorks, Inc. 1 What s New in Release 2015a and 2014b Young Joon Lee Principal Application Engineer 2015 The MathWorks, Inc. 2 Agenda New Features Graphics and Data Design Performance Design
More informationTechnical Computing with MATLAB
Technical Computing with MATLAB University Of Bath Seminar th 19 th November 2010 Adrienne James (Application Engineering) 1 Agenda Introduction to MATLAB Importing, visualising and analysing data from
More informationSTREAMLINED CERTIFICATION PATHS
STREAMLINED CERTIFICATION PATHS MOBILITY 10 Mobility CLOUD PLATFORM & INFRASTRUCTURE Server 2016 Cloud Platform & Infrastructure Linux on Azure Cloud Platform PRODUCTIVITY Server 2016 Productivity Office
More informationVernetzte Fahrerassistenzsysteme (BMW + AWS ) Hazard Preview
+ = Vernetzte Fahrerassistenzsysteme (BMW + AWS ) Hazard Preview Andreas Winckler BMW EE-51 Location Based Services Walter Pernstecher AWS Enterprise Account Management Gartner Magic Quadrant for Cloud
More informationWHITEPAPER. MemSQL Enterprise Feature List
WHITEPAPER MemSQL Enterprise Feature List 2017 MemSQL Enterprise Feature List DEPLOYMENT Provision and deploy MemSQL anywhere according to your desired cluster configuration. On-Premises: Maximize infrastructure
More informationBIG DATA COURSE CONTENT
BIG DATA COURSE CONTENT [I] Get Started with Big Data Microsoft Professional Orientation: Big Data Duration: 12 hrs Course Content: Introduction Course Introduction Data Fundamentals Introduction to Data
More informationGetting Started with MATLAB Francesca Perino
Getting Started with MATLAB Francesca Perino francesca.perino@mathworks.it 2014 The MathWorks, Inc. 1 Agenda MATLAB Intro Importazione ed esportazione Programmazione in MATLAB Tecniche per la velocizzazione
More informationWhat s New for MATLAB David Willingham
What s New for MATLAB David Willingham 2015 The MathWorks, Inc. 1 MATLAB Execution Engine Redesigned execution engine runs MATLAB code faster All MATLAB code is now JIT compiled A platform for future improvements
More informationMicrosoft Ignite 2018 HPE Accelerates Data Insight and Action Across the Enterprise with Latest Edgeline Capabilities
Microsoft Ignite 2018 HPE Accelerates Data Insight and Action Across the Enterprise with Latest Edgeline Capabilities Ron Neyland, Sr. Director Engineering HPE IoT & Converged Edge Systems September 2018
More informationFit für die MATLAB EXPO
Fit für die MATLAB EXPO Eine kurze Einführung in MATLAB Michael Glaßer 2015 The MathWorks, Inc. 1 Hinweise für Betrachter der PDF Version Die Folien sind eher eine unterstützende Zusammenfassung Der Vortrag
More informationCloud Computing & Visualization
Cloud Computing & Visualization Workflows Distributed Computation with Spark Data Warehousing with Redshift Visualization with Tableau #FIUSCIS School of Computing & Information Sciences, Florida International
More informationLambda Architecture for Batch and Real- Time Processing on AWS with Spark Streaming and Spark SQL. May 2015
Lambda Architecture for Batch and Real- Time Processing on AWS with Spark Streaming and Spark SQL May 2015 2015, Amazon Web Services, Inc. or its affiliates. All rights reserved. Notices This document
More informationAzure Administrator Role
Azure Administrator Role Azure Apps and Infrastructure Certification Fundamentals Expert Azure Solutions Architect Expert Azure Fundamentals (optional) Azure Administrator Azure Developer COMING SOON Azure
More informationMCSE Mobility Earned: MCSE Cloud Platform & Infrastructure Earned: 2017 MCSE MCSE. MCSD App Builder. MCSE Business Applications Earned 2017
MOBILITY 10 Mobility CLOUD PLATFORM & INFRASTRUCTURE Server 2012 Server 2016 MCSA Linux on Azure Cloud Platform & Infrastructure MCSA Cloud Platform PRODUCTIVITY Server 2012 or 2016 MCSA Office 365 Productivity
More informationAWS & Intel: A Partnership Dedicated to fueling your Innovations. Thomas Kellerer BDM CSP, Intel Central Europe
AWS & Intel: A Partnership Dedicated to fueling your Innovations Thomas Kellerer BDM CSP, Intel Central Europe The Digital Service Economy Growth in connected devices enables new business opportunities
More informationAnalyzing Fleet Data with MATLAB and Spark
Analyzing Fleet Data with MATLAB and Spark Christoph Stockhammer 2018 The MathWorks, Inc. 1 What does Fleet mean? A Fleet is any group of things that can generate data and that you would like to look at
More informationMit MATLAB auf der Überholspur Methoden zur Beschleunigung von MATLAB Anwendungen
Mit MATLAB auf der Überholspur Methoden zur Beschleunigung von MATLAB Anwendungen Frank Graeber Application Engineering MathWorks Germany 2013 The MathWorks, Inc. 1 Speed up the serial code within core
More informationPřehled novinek v SQL Server 2016
Přehled novinek v SQL Server 2016 Martin Rys, BI Competency Leader martin.rys@adastragrp.com https://www.linkedin.com/in/martinrys 20.4.2016 1 BI Competency development 2 Trends, modern data warehousing
More informationmicrosoft
70-775.microsoft Number: 70-775 Passing Score: 800 Time Limit: 120 min Exam A QUESTION 1 Note: This question is part of a series of questions that present the same scenario. Each question in the series
More informationModern Data Warehouse The New Approach to Azure BI
Modern Data Warehouse The New Approach to Azure BI History On-Premise SQL Server Big Data Solutions Technical Barriers Modern Analytics Platform On-Premise SQL Server Big Data Solutions Modern Analytics
More informationMicrosoft vision for a new era
Microsoft vision for a new era United platform for the modern service provider MICROSOFT AZURE CUSTOMER DATACENTER CONSISTENT PLATFORM SERVICE PROVIDER Enterprise-grade Global reach, scale, and security
More informationEnergy Management with AWS
Energy Management with AWS Kyle Hart and Nandakumar Sreenivasan Amazon Web Services August [XX], 2017 Tampa Convention Center Tampa, Florida What is Cloud? The NIST Definition Broad Network Access On-Demand
More informationRAD Studio Product Address
RAD Studio Product Address Marco Cantu DevTracks 18/4/18 1 Presented by Marco Cantù RAD Studio Product Manager marco.cantu@embarcadero.com @marcocantu WHAT IS RAD STUDIO? What is RAD Studio? The fastest
More informationOracle Big Data Connectors
Oracle Big Data Connectors Oracle Big Data Connectors is a software suite that integrates processing in Apache Hadoop distributions with operations in Oracle Database. It enables the use of Hadoop to process
More informationLambda Architecture for Batch and Stream Processing. October 2018
Lambda Architecture for Batch and Stream Processing October 2018 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Notices This document is provided for informational purposes only.
More informationData 101 Which DB, When. Joe Yong Azure SQL Data Warehouse, Program Management Microsoft Corp.
Data 101 Which DB, When Joe Yong (joeyong@microsoft.com) Azure SQL Data Warehouse, Program Management Microsoft Corp. The world is changing AI increased by 300% in 2017 Data will grow to 44 ZB in 2020
More informationMicrosoft Architecting Microsoft Azure Solutions.
Microsoft 70-535 Architecting Microsoft Azure Solutions https://killexams.com/pass4sure/exam-detail/70-535 QUESTION: 106 Your organization has developed and deployed several Azure App Service Web and API
More informationIntro to Big Data on AWS Igor Roiter Big Data Cloud Solution Architect
Intro to Big Data on AWS Igor Roiter Big Data Cloud Solution Architect Igor Roiter Big Data Cloud Solution Architect Working as a Data Specialist for the last 11 years 9 of them as a Consultant specializing
More informationAzure Certification BootCamp for Exam (Developer)
Azure Certification BootCamp for Exam 70-532 (Developer) Course Duration: 5 Days Course Authored by CloudThat Description Microsoft Azure is a cloud computing platform and infrastructure created for building,
More informationCHAPTER2 UNDERSTANDING WINDOWSAZURE PLATFORMARCHITECTURE
CHAPTER2 UNDERSTANDING WINDOWSAZURE PLATFORMARCHITECTURE CONTENTS The Windows Azure Developer Portal Creating and running Projects in the Azure Development Platform Using Azure Application Templates for
More informationSpeeding up MATLAB Applications Sean de Wolski Application Engineer
Speeding up MATLAB Applications Sean de Wolski Application Engineer 2014 The MathWorks, Inc. 1 Non-rigid Displacement Vector Fields 2 Agenda Leveraging the power of vector and matrix operations Addressing
More informationAutomated Trading with MATLAB Stuart Kozola Computational Finance
Automated Trading with MATLAB Stuart Kozola Computational Finance 2012 The MathWorks, Inc. 1 Challenges when developing and implementing trading strategies and systems Increasing complexity More data More
More informationDURATION : 03 DAYS. same along with BI tools.
AWS REDSHIFT TRAINING MILDAIN DURATION : 03 DAYS To benefit from this Amazon Redshift Training course from mildain, you will need to have basic IT application development and deployment concepts, and good
More informationTransitioning From SSIS to Azure Data Factory. Meagan Longoria, Solution Architect, BlueGranite
Transitioning From SSIS to Azure Data Factory Meagan Longoria, Solution Architect, BlueGranite Microsoft Data Platform MVP I enjoy contributing to and learning from the Microsoft data community. Blogger
More informationExam Questions
Exam Questions 70-475 Designing and Implementing Big Data Analytics Solutions https://www.2passeasy.com/dumps/70-475/ 1. Drag and Drop You need to recommend data storage mechanisms for the solution. What
More informationThe Windows Azure Platform: A Perspective
The Windows Azure Platform: A Perspective David Chappell Chappell & Associates Copyright 2009 David Chappell Goals Describe the Windows Azure platform Look at some typical scenarios for using the Windows
More informationData Architectures in Azure for Analytics & Big Data
Data Architectures in for Analytics & Big Data October 20, 2018 Melissa Coates Solution Architect, BlueGranite Microsoft Data Platform MVP Blog: www.sqlchick.com Twitter: @sqlchick Data Architecture A
More informationBest Practices and Performance Tuning on Amazon Elastic MapReduce
Best Practices and Performance Tuning on Amazon Elastic MapReduce Michael Hanisch Solutions Architect Amo Abeyaratne Big Data and Analytics Consultant ANZ 12.04.2016 2016, Amazon Web Services, Inc. or
More informationIntroduction to MATLAB for Finance
Introduction to MATLAB for Finance Bratislava June 4, 2009 2009 The MathWorks, Inc. Jörg-M. Sautter Application Engineer The MathWorks MATLAB Benefits Solutions to access, explore, and share A seamless
More informationThe Evolution of Big Data Platforms and Data Science
IBM Analytics The Evolution of Big Data Platforms and Data Science ECC Conference 2016 Brandon MacKenzie June 13, 2016 2016 IBM Corporation Hello, I m Brandon MacKenzie. I work at IBM. Data Science - Offering
More informationSystem Requirements & Platform Availability by Product for R2016b
& Platform Availability by Product for R2016b View general system requirements. Product Aerospace Blockset Requires Aerospace Control recommended Aerospace Antenna RF recommended Phased Array recommended
More informationAt Course Completion Prepares you as per certification requirements for AWS Developer Associate.
[AWS-DAW]: AWS Cloud Developer Associate Workshop Length Delivery Method : 4 days : Instructor-led (Classroom) At Course Completion Prepares you as per certification requirements for AWS Developer Associate.
More informationThe Windows Azure Platform: A Perspective
The Windows Azure Platform: A Perspective David Chappell Chappell & Associates Copyright 2009 David Chappell Goals Describe the Windows Azure platform Look at some typical scenarios for using the Windows
More informationIBM Power Systems: Open innovation to put data to work Dexter Henderson Vice President IBM Power Systems
IBM Power Systems: Open innovation to put data to work Dexter Henderson Vice President IBM Power Systems 2014 IBM Corporation Powerful Forces are Changing the Way Business Gets Done Data growing exponentially
More informationEngineering Suite. Suite. V11 Platform Specifications that are supported. Operating Systems (64-bit only) Microsoft Office
2 Basic Engineering Server Aspen Online (AOL) Engineering Operating Systems ( only) Windows 10 Anniversary (1709 LTSC) Enterprise & rofessional () Windows 10 Enterprise & rofessional () Windows 8.1 Update
More informationApache Spark is a fast and general-purpose engine for large-scale data processing Spark aims at achieving the following goals in the Big data context
1 Apache Spark is a fast and general-purpose engine for large-scale data processing Spark aims at achieving the following goals in the Big data context Generality: diverse workloads, operators, job sizes
More informationMCSA Windows Server MCSA Windows Server MCSA Linux on Azure. MCSA Cloud Platform. MCSA Office 365. MCSA SQL Server 2012/2014
MOBILITY Windows 10 Mobility Windows Server 2012 CLOUD PLAT & INFRA Windows Server 2016 Linux on Azure Cloud Platform & Infrastructure PRODUCTIVITY Cloud Platform Office 365 Productivity SQL Server 2012/2014
More informationMicrosoft Azure Databricks for data engineering. Building production data pipelines with Apache Spark in the cloud
Microsoft Azure Databricks for data engineering Building production data pipelines with Apache Spark in the cloud Azure Databricks As companies continue to set their sights on making data-driven decisions
More informationAzure Data Factory. Data Integration in the Cloud
Azure Data Factory Data Integration in the Cloud 2018 Microsoft Corporation. All rights reserved. This document is provided "as-is." Information and views expressed in this document, including URL and
More informationSCALE AND SECURE MOBILE / IOT MQTT TRAFFIC
APPLICATION NOTE SCALE AND SECURE MOBILE / IOT TRAFFIC Connecting millions of devices requires a simple implementation for fast deployments, adaptive security for protection against hacker attacks, and
More informationHortonworks and The Internet of Things
Hortonworks and The Internet of Things Dr. Bernhard Walter Solutions Engineer About Hortonworks Customer Momentum ~700 customers (as of November 4, 2015) 152 customers added in Q3 2015 Publicly traded
More informationSQL Server SQL Server 2008 and 2008 R2. SQL Server SQL Server 2014 Currently supporting all versions July 9, 2019 July 9, 2024
Current support level End Mainstream End Extended SQL Server 2005 SQL Server 2008 and 2008 R2 SQL Server 2012 SQL Server 2005 SP4 is in extended support, which ends on April 12, 2016 SQL Server 2008 and
More informationStream Processing on IoT Devices using Calvin Framework
Stream Processing on IoT Devices using Calvin Framework by Ameya Nayak A Project Report Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Computer Science Supervised
More informationDelphi Day, June Delphi 10 Tokyo for Windows 10 and More
Delphi Day, June 7 2018 Delphi 10 Tokyo for Windows 10 and More 1 Presented by Marco Cantù RAD Studio Product Manager marco.cantu@embarcadero.com Twitter @marcocantu Embarcadero for Developers Focused
More informationCSE6331: Cloud Computing
CSE6331: Cloud Computing Leonidas Fegaras University of Texas at Arlington c 2019 by Leonidas Fegaras Cloud Computing Fundamentals Based on: J. Freire s class notes on Big Data http://vgc.poly.edu/~juliana/courses/bigdata2016/
More informationTRUE DATABASE VISIBILITY Meet your speakers Raymond Pe Sr Database Administrator Alliant Credit Union Ron Kozakowski Manager, Data Services Alliant Cr
MGT2426BU Alliant Credit Union Cashes in on True Database Visibility in vrealize Operations Raymond Pe, Ron Kozakowski, Alliant Credit Union Gregory Hohertz, Blue Medora TRUE DATABASE VISIBILITY Meet your
More informationModule Day Topic. 1 Definition of Cloud Computing and its Basics
Module Day Topic 1 Definition of Cloud Computing and its Basics 1 2 3 1. How does cloud computing provides on-demand functionality? 2. What is the difference between scalability and elasticity? 3. What
More informationMicrosoft certified solutions associate
Microsoft certified solutions associate MCSA: BI Reporting This certification demonstrates your expertise in analyzing data with both Power BI and Excel. Exam 70-778/Course 20778 Analyzing and Visualizing
More informationCloud has become the New Normal
Yip In Tsoi Cloud Cloud has become the New Normal By 2020 the distinction between public and private cloud disappears as self-built private clouds become extinct #idcgrac @craw Crawford Del Prete EVP,
More informationVMware Cloud Application Platform
VMware Cloud Application Platform Jerry Chen Vice President of Cloud and Application Services Director, Cloud and Application Services VMware s Three Strategic Focus Areas Re-think End-User Computing Modernize
More informationAchieving Horizontal Scalability. Alain Houf Sales Engineer
Achieving Horizontal Scalability Alain Houf Sales Engineer Scale Matters InterSystems IRIS Database Platform lets you: Scale up and scale out Scale users and scale data Mix and match a variety of approaches
More informationFaculté Polytechnique
Faculté Polytechnique INFORMATIQUE PARALLÈLE ET DISTRIBUÉE CHAPTER 7 : CLOUD COMPUTING Sidi Ahmed Mahmoudi sidi.mahmoudi@umons.ac.be 13 December 2017 PLAN Introduction I. History of Cloud Computing and
More informationOmpCloud: Bridging the Gap between OpenMP and Cloud Computing
OmpCloud: Bridging the Gap between OpenMP and Cloud Computing Hervé Yviquel, Marcio Pereira and Guido Araújo University of Campinas (UNICAMP), Brazil A bit of background qguido Araujo, PhD Princeton University
More informationEmbarquez votre Intelligence Artificielle (IA) sur CPU, GPU et FPGA
Embarquez votre Intelligence Artificielle (IA) sur CPU, GPU et FPGA Pierre Nowodzienski Engineer pierre.nowodzienski@mathworks.fr 2018 The MathWorks, Inc. 1 From Data to Business value Make decisions Get
More information20533B: Implementing Microsoft Azure Infrastructure Solutions
20533B: Implementing Microsoft Azure Infrastructure Solutions Course Details Course Code: Duration: Notes: 20533B 5 days This course syllabus should be used to determine whether the course is appropriate
More informationMit MATLAB auf der Überholspur Methoden zur Beschleunigung von MATLAB Anwendungen
Mit MATLAB auf der Überholspur Methoden zur Beschleunigung von MATLAB Anwendungen Michael Glaßer Application Engineering MathWorks Germany 2014 The MathWorks, Inc. 1 Key Takeaways 1. Speed up your serial
More information