Cloud Computing and Big Data

Size: px
Start display at page:

Download "Cloud Computing and Big Data"

Transcription

1 Cloud Computing and Big Data Karl Benedict Earth Data Analysis Center, University Libraries, Department of Geography University of New Mexico EDAC

2 An Architecture Designed for Scalability Definitions of Cloud Computing and Big Data Development of an extensible Services Oriented Architecture for Research Data management, discovery & access Use of cloud-compatible software components and Launching into the Cloud

3 Cloud Computing? On-demand self-service Broad network Access Resource Pooling Rapid Elasticity Measured Service Mell P & Grance T (2011) The NIST Definition of Cloud Computing - Recommendations of the National Institute of Standards and Technology. (National Institute of Standards and Technology, Computer Science Division, Information Technology Laboratory, Gaithersburg, MD), p 7.

4 Cloud Computing? On-demand self-service Broad network Access Resource Pooling Rapid Elasticity Measured Service Software as a Service (SaaS) Platform as a Service (PaaS) Infrastructure as a Service (IaaS) Mell P & Grance T (2011) The NIST Definition of Cloud Computing - Recommendations of the National Institute of Standards and Technology. (National Institute of Standards and Technology, Computer Science Division, Information Technology Laboratory, Gaithersburg, MD), p 7.

5 Cloud Computing? On-demand self-service Broad network Access Resource Pooling Rapid Elasticity Measured Service Software as a Service (SaaS) Platform as a Service (PaaS) Infrastructure as a Service (IaaS) Mell P & Grance T (2011) The NIST Definition of Cloud Computing - Recommendations of the National Institute of Standards and Technology. (National Institute of Standards and Technology, Computer Science Division, Information Technology Laboratory, Gaithersburg, MD), p 7.

6 Cloud Computing? On-demand self-service Private Cloud Broad network Access Community Cloud Resource Pooling Public Cloud Rapid Elasticity Hybrid Cloud Measured Service Software as a Service (SaaS) Platform as a Service (PaaS) Infrastructure as a Service (IaaS) Mell P & Grance T (2011) The NIST Definition of Cloud Computing - Recommendations of the National Institute of Standards and Technology. (National Institute of Standards and Technology, Computer Science Division, Information Technology Laboratory, Gaithersburg, MD), p 7.

7 Cloud Computing? Current Characteristics and Capabilities On-demand self-service Broad network Access Resource Pooling Software as a Service (SaaS) Private Cloud Future Characteristics and Capabilities Rapid Elasticity Measured Service Platform as a Service (PaaS) Hybrid Cloud

8 Big Data Many Problems and Solutions* NASA - Goddard Space Flight Center NOAA - National Climate Data Center

9 Big Data Sample Solutions Horizontal vs. vertical scaling Unstructured and semi-structured data models Parallelism Linked analytics Machine learning

10 Big Data An Aligned Definition An easily scalable system of unstructured data with accompanying tools that can efficiently pull structured datasets. * Definition provided by John Denver as a comment on the FCW Blog Post of 4/15/2013 Entitled Sketching the big picture on big data

11 EDAC s Data Challenge A Snapshot

12 EDAC s Data Challenge A Snapshot NM%EPSCoR% 281,315%datasets% 9,054%files% 169,981%vectors% 102,280%rasters% RGIS% 120,031%datasets% 12,171%files% 11,808%vectors% 96,052%rasters% 10.5TB%on%disk% 140GB%MongoDB%(22GB%Postgres)% 114%million%documents% 1.115%billion%data%points% 1.5%million%discrete,%downloadable%data%objects%

13 EDAC s Data Challenge A Snapshot Metadata Vectors Rasters Files Services FGDC SHP GeoTIFF ZIP WMS FGDC-RSE KML IMG HTML WFS ISO / GML SID PDF WCS NM%EPSCoR% 281,315%datasets% 9,054%files% 169,981%vectors% 102,280%rasters% RGIS% 120,031%datasets% 12,171%files% 11,808%vectors% 96,052%rasters% ISO GeoJSON ECW DOC/DOCX ISO JSON DEM GZ 10.5TB%on%disk% 140GB%MongoDB%(22GB%Postgres)% 114%million%documents% 1.115%billion%data%points% 1.5%million%discrete,%downloadable%data%objects% CSV ASCII XLS/XLSX XLS PPT/PPTX

14 Client.Applica4ons. EDAC s Data Challenge Our Solution Geoportal.Server. OAIIPMH/OGCICSW/z39.50/HTTP. HTTP/HTTPS. Data.Management. Services. REST.Services.(loadIbalanced.applica4on.cluster). Search. Download.Data. Admin. Metadata. Stream.Data. MongoDB. Sharded.replica. set. DataONE. API. OGC.Services. WMS. WFS. PostgreSQL/ PostGIS. (loadibalanced.pgi Pool). CUAHSI. API. WAF. WCS. Geoportal.Server. File.System. PostgreSQL/PostGIS.. Dataset.metadata. Spa4al.data. MongoDB.. Vector.a;ribute.data. File.system. Rasters. Compressed.datasets. Dataset.cache.

15 Client.Applica4ons. Cloud Computing & Big Data? (Now) Geoportal.Server. OAIIPMH/OGCICSW/z39.50/HTTP. HTTP/HTTPS. Data.Management. Services. REST.Services.(loadIbalanced.applica4on.cluster). Search. Download.Data. Admin. Metadata. Stream.Data. MongoDB. Sharded.replica. set. DataONE. API. OGC.Services. WMS. WFS. PostgreSQL/ PostGIS. (loadibalanced.pgi Pool). CUAHSI. API. WAF. WCS. Geoportal.Server. File.System. PostgreSQL/PostGIS.. Dataset.metadata. Spa4al.data. MongoDB.. Vector.a;ribute.data. File.system. Rasters. Compressed.datasets. Dataset.cache.

16 Client.Applica4ons. Cloud Computing & Big Data? (Now) Geoportal.Server. OAIIPMH/OGCICSW/z39.50/HTTP. HTTP/HTTPS. Data.Management. Services. REST.Services.(loadIbalanced.applica4on.cluster). Search. Download.Data. Admin. Metadata. Stream.Data. MongoDB. Sharded.replica. set. DataONE. API. OGC.Services. WMS. WFS. PostgreSQL/ PostGIS. (loadibalanced.pgi Pool). CUAHSI. API. WAF. WCS. Geoportal.Server. File.System. PostgreSQL/PostGIS.. Dataset.metadata. Spa4al.data. MongoDB.. Vector.a;ribute.data. File.system. Rasters. Compressed.datasets. Dataset.cache.

17 Client.Applica4ons. Cloud Computing & Big Data? (Future) Geoportal.Server. OAIIPMH/OGCICSW/z39.50/HTTP. HTTP/HTTPS. Data.Management. Services. REST.Services.(loadIbalanced.applica4on.cluster). Search. Download.Data. Admin. Metadata. Stream.Data. MongoDB. Sharded.replica. set. DataONE. API. OGC.Services. WMS. WFS. PostgreSQL/ PostGIS. (loadibalanced.pgi Pool). CUAHSI. API. WAF. WCS. Geoportal.Server. File.System. PostgreSQL/PostGIS.. Dataset.metadata. Spa4al.data. MongoDB.. Vector.a;ribute.data. File.system. Rasters. Compressed.datasets. Dataset.cache.

18 In Conclusion Questions?

19 Acknowledgements Support New Mexico Leglature - NM RGIS Program National Science Foundation EPSCoR Program - Awards , (in collaboration with ID and NV EPSCoR programs) NASA - ACCESS Award NNX12AF52A (in collaboration with UTEP, KU & PNNL) Lead Developer: Soren Scott Contributions by: Renzo Sanchez-Silva, William Hudspeth

Perspectives on Moving to the Cloud Paradigm and the Need for Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory 7-11-2009

Perspectives on Moving to the Cloud Paradigm and the Need for Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory 7-11-2009 Perspectives on Moving to the Cloud Paradigm and the Need for Standards Peter Mell, Tim Grance NIST, Information Technology Laboratory 7-11-2009 2 NIST Cloud Computing Resources NIST Draft Definition of

More information

Big Data, Cloud Computing, Spatial Databases Steven Hagan Vice President Server Technologies

Big Data, Cloud Computing, Spatial Databases Steven Hagan Vice President Server Technologies Big Data, Cloud Computing, Spatial Databases Steven Hagan Vice President Server Technologies Big Data: Global Digital Data Growth Growing leaps and bounds by 40+% Year over Year! 2009 =.8 Zetabytes =.08

More information

Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps

Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps Oklahoma s Open Source Spatial Data Clearinghouse: OKMaps Presented by: Mike Sharp State Geographic Information Coordinator Oklahoma Office of Geographic Information MAGIC 2014 Symposium April 28-May1,

More information

Perspectives on Cloud Computing and Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory

Perspectives on Cloud Computing and Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory Perspectives on Cloud Computing and Standards Peter Mell, Tim Grance NIST, Information Technology Laboratory Caveats and Disclaimers This presentation provides education on cloud technology and its benefits

More information

Cloud-based Infrastructures. Serving INSPIRE needs

Cloud-based Infrastructures. Serving INSPIRE needs Cloud-based Infrastructures Serving INSPIRE needs INSPIRE Conference 2014 Workshop Sessions Benoit BAURENS, AKKA Technologies (F) Claudio LUCCHESE, CNR (I) June 16th, 2014 This content by the InGeoCloudS

More information

The NIST Definition of Cloud Computing (Draft)

The NIST Definition of Cloud Computing (Draft) Special Publication 800-145 (Draft) The NIST Definition of Cloud Computing (Draft) Recommendations of the National Institute of Standards and Technology Peter Mell Timothy Grance NIST Special Publication

More information

Environment Canada Data Management Program. Paul Paciorek Corporate Services Branch May 7, 2014

Environment Canada Data Management Program. Paul Paciorek Corporate Services Branch May 7, 2014 Environment Canada Data Management Program Paul Paciorek Corporate Services Branch May 7, 2014 EC Data Management Program (ECDMP) consists of 5 foundational, incremental projects which will implement

More information

Advancing Sustainability with Geospatial Steven Hagan, Vice President, Server Technologies João Paiva, Ph.D. Spatial Information and Science

Advancing Sustainability with Geospatial Steven Hagan, Vice President, Server Technologies João Paiva, Ph.D. Spatial Information and Science Advancing Sustainability with Geospatial Steven Hagan, Vice President, Server Technologies João Paiva, Ph.D. Spatial Information and Science Engineering 1 Copyright 2011, Oracle and/or its affiliates.

More information

CHAPTER 8 CLOUD COMPUTING

CHAPTER 8 CLOUD COMPUTING CHAPTER 8 CLOUD COMPUTING SE 458 SERVICE ORIENTED ARCHITECTURE Assist. Prof. Dr. Volkan TUNALI Faculty of Engineering and Natural Sciences / Maltepe University Topics 2 Cloud Computing Essential Characteristics

More information

Deploying a Geospatial Cloud

Deploying a Geospatial Cloud Deploying a Geospatial Cloud Traditional Public Sector Computing Environment Traditional Computing Infrastructure Silos of dedicated hardware and software Single application per silo Expensive to size

More information

Choosing the right GIS framework for an informed Enterprise Web GIS Solution

Choosing the right GIS framework for an informed Enterprise Web GIS Solution 13 ANNUAL INTERNATIONAL CONFERENCE AND EXHIBITION ON GEOSPATIAL INFORMATION TECHNOLOGY AND APPLICATIONS Epicentre; Gurgaon, India; 19-21 January, 2010 Choosing the right GIS framework for an informed Enterprise

More information

Cloud Computing and Government Services August 2013 Serdar Yümlü SAMPAŞ Information & Communication Systems

Cloud Computing and Government Services August 2013 Serdar Yümlü SAMPAŞ Information & Communication Systems eenviper White Paper #4 Cloud Computing and Government Services August 2013 Serdar Yümlü SAMPAŞ Information & Communication Systems 1 Executive Summary Cloud computing could revolutionise public services

More information

Why Private Cloud? Nenad BUNCIC VPSI 29-JUNE-2015 EPFL, SI-EXHEB

Why Private Cloud? Nenad BUNCIC VPSI 29-JUNE-2015 EPFL, SI-EXHEB Why Private Cloud? O P E R A T I O N S V I E W Nenad BUNCIC EPFL, SI-EXHEB 1 What Exactly Is Cloud? Cloud technology definition, as per National Institute of Standards and Technology (NIST SP 800-145),

More information

Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C)

Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C) Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C) Roman Gerlach Supervisor: Prof. C. Schmullius (Dept. of Geography, Friedrich-Schiller-University

More information

DISTRIBUTED SYSTEMS [COMP9243] Lecture 9a: Cloud Computing WHAT IS CLOUD COMPUTING? 2

DISTRIBUTED SYSTEMS [COMP9243] Lecture 9a: Cloud Computing WHAT IS CLOUD COMPUTING? 2 DISTRIBUTED SYSTEMS [COMP9243] Lecture 9a: Cloud Computing Slide 1 Slide 3 A style of computing in which dynamically scalable and often virtualized resources are provided as a service over the Internet.

More information

The NIST Definition of Cloud Computing

The NIST Definition of Cloud Computing Special Publication 800-145 The NIST Definition of Cloud Computing Recommendations of the National Institute of Standards and Technology Peter Mell Timothy Grance NIST Special Publication 800-145 The NIST

More information

Private Cloud Database Consolidation with Exadata. Nitin Vengurlekar Technical Director/Cloud Evangelist

Private Cloud Database Consolidation with Exadata. Nitin Vengurlekar Technical Director/Cloud Evangelist Private Cloud Database Consolidation with Exadata Nitin Vengurlekar Technical Director/Cloud Evangelist Agenda Private Cloud vs. Public Cloud Business Drivers for Private Cloud Database Architectures for

More information

Cloud Computing: The Next Computing Paradigm

Cloud Computing: The Next Computing Paradigm Cloud Computing: The Next Computing Paradigm Ronnie D. Caytiles 1, Sunguk Lee and Byungjoo Park 1 * 1 Department of Multimedia Engineering, Hannam University 133 Ojeongdong, Daeduk-gu, Daejeon, Korea rdcaytiles@gmail.com,

More information

Keywords Cloud computing, Cloud platforms, Eucalyptus, Amazon, OpenStack.

Keywords Cloud computing, Cloud platforms, Eucalyptus, Amazon, OpenStack. Volume 3, Issue 11, November 2013 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Cloud Platforms

More information

The ORIENTGATE data platform

The ORIENTGATE data platform Seminar on Proposed and Revised set of indicators June 4-5, 2014 - Belgrade (Serbia) The ORIENTGATE data platform WP2, Action 2.4 Alessandra Nuzzo, Sandro Fiore, Giovanni Aloisio Scientific Computing and

More information

Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project

Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project Standardized data sharing through an open-source Spatial Data Infrastructure: the Afromaison project Yaniss Guigoz - University of Geneva/GRID-Geneva 1 EcoARM2ERA and AFROMAISON Why Afromaison in this

More information

Private Cloud 201 How to Build a Private Cloud

Private Cloud 201 How to Build a Private Cloud Private Cloud 201 How to Build a Private Cloud Chris E. Avis Sr. IT Pro Evangelist Microsoft Corp. http://chrisavis.com Presented at Seattle Windows Networking User Group January 4, 2012 al 1 The Cloudscape

More information

The Magical Cloud. Lennart Franked. Department for Information and Communicationsystems (ICS), Mid Sweden University, Sundsvall.

The Magical Cloud. Lennart Franked. Department for Information and Communicationsystems (ICS), Mid Sweden University, Sundsvall. The Magical Cloud Lennart Franked Department for Information and Communicationsystems (ICS), Mid Sweden University, Sundsvall. 2014-10-20 Lennart Franked (MIUN IKS) The Magical Cloud 2014-10-20 1 / 35

More information

TECHNOLOGY GUIDE THREE. Emerging Types of Enterprise Computing

TECHNOLOGY GUIDE THREE. Emerging Types of Enterprise Computing TECHNOLOGY GUIDE THREE Emerging Types of Enterprise Computing TECHNOLOGY GU IDE OUTLINE TG3.1 Introduction TG3.2 Server Farms TG3.3 Virtualization TG3.4 Grid Computing TG3.5 Utility Computing TG3.6 Cloud

More information

CLOUD COMPUTING. A Primer

CLOUD COMPUTING. A Primer CLOUD COMPUTING A Primer A Mix of Voices The incredible shrinking CIO CIO Magazine, 2004 IT Doesn t Matter, The cloud will ship service outside the institution and ship power from central IT groups to

More information

Security & Trust in the Cloud

Security & Trust in the Cloud Security & Trust in the Cloud Ray Trygstad Director of Information Technology, IIT School of Applied Technology Associate Director, Information Technology & Management Degree Programs Cloud Computing Primer

More information

Managed Cloud Services

Managed Cloud Services Managed Services From Data Centre to Managed Public Traditional data centre Virtual Data Centre In-house Dedicated External Multi-tenant External Managed Public Consulting approach: Breakdown of Business

More information

Introduction to Cloud Computing

Introduction to Cloud Computing Institute of Informatics - UFRGS September 2013 Outline Virtualization References Mell, P., & Grance, T. (2011). The NIST denition of cloud computing (draft).nist special publication, 800, 145. Bojanova,

More information

Introduction to Engineering Using Robotics Experiments Lecture 18 Cloud Computing

Introduction to Engineering Using Robotics Experiments Lecture 18 Cloud Computing Introduction to Engineering Using Robotics Experiments Lecture 18 Cloud Computing Yinong Chen 2 Big Data Big Data Technologies Cloud Computing Service and Web-Based Computing Applications Industry Control

More information

Topics. Images courtesy of Majd F. Sakr or from Wikipedia unless otherwise noted.

Topics. Images courtesy of Majd F. Sakr or from Wikipedia unless otherwise noted. Cloud Computing Topics 1. What is the Cloud? 2. What is Cloud Computing? 3. Cloud Service Architectures 4. History of Cloud Computing 5. Advantages of Cloud Computing 6. Disadvantages of Cloud Computing

More information

From Geoportal to Spatial Data Service Platform. Jani Kylmäaho National Land Survey of Finland Development Centre

From Geoportal to Spatial Data Service Platform. Jani Kylmäaho National Land Survey of Finland Development Centre From Geoportal to Spatial Data Service Platform Jani Kylmäaho National Land Survey of Finland Development Centre 29.6.2012 Introduction National Land Survey of Finland - 1900 employees Development Centre

More information

Cloud Computing For Distributed University Campus: A Prototype Suggestion

Cloud Computing For Distributed University Campus: A Prototype Suggestion Cloud Computing For Distributed University Campus: A Prototype Suggestion Mehmet Fatih Erkoç, Serhat Bahadir Kert mferkoc@yildiz.edu.tr, sbkert@yildiz.edu.tr Yildiz Technical University (Turkey) Abstract

More information

A CLOUD-BASED FRAMEWORK FOR ONLINE MANAGEMENT OF MASSIVE BIMS USING HADOOP AND WEBGL

A CLOUD-BASED FRAMEWORK FOR ONLINE MANAGEMENT OF MASSIVE BIMS USING HADOOP AND WEBGL A CLOUD-BASED FRAMEWORK FOR ONLINE MANAGEMENT OF MASSIVE BIMS USING HADOOP AND WEBGL *Hung-Ming Chen, Chuan-Chien Hou, and Tsung-Hsi Lin Department of Construction Engineering National Taiwan University

More information

Cloud Computing Technology

Cloud Computing Technology Cloud Computing Technology The Architecture Overview Danairat T. Certified Java Programmer, TOGAF Silver danairat@gmail.com, +66-81-559-1446 1 Agenda What is Cloud Computing? Case Study Service Model Architectures

More information

Cloud Computing and Standards

Cloud Computing and Standards Cloud Computing and Standards Heather Kreger CTO International Standards, IBM kreger@us.ibm.com 2012 IBM Corporation Technology will play the key role in success Speed Value 90% 1 view cloud as critical

More information

THE CLOUD AND ITS EFFECTS ON WEB DEVELOPMENT

THE CLOUD AND ITS EFFECTS ON WEB DEVELOPMENT TREX WORKSHOP 2013 THE CLOUD AND ITS EFFECTS ON WEB DEVELOPMENT Jukka Tupamäki, Relevantum Oy Software Specialist, MSc in Software Engineering (TUT) tupamaki@gmail.com / @tukkajukka 30.10.2013 1 e arrival

More information

CLOUD COMPUTING CUSTOMER RELATIONSHIP MANAGEMENT FOR SMALL AND MEDIUM ENTERPRISES

CLOUD COMPUTING CUSTOMER RELATIONSHIP MANAGEMENT FOR SMALL AND MEDIUM ENTERPRISES RADOSŁAW URBAŃSKI KRZYSZTOF BZDYRA E-mail: kontakt@radoslaw-urbanski.pl, krzysztof.bzdyra@tu.koszalin.pl Koszalin University of Technology, Sniadeckich 2, 75-453 Koszalin, Poland CLOUD COMPUTING CUSTOMER

More information

CLOUD SECURITY SECURITY ASPECTS IN GEOSPATIAL CLOUD. Guided by Prof. S. K. Ghosh Presented by - Soumadip Biswas

CLOUD SECURITY SECURITY ASPECTS IN GEOSPATIAL CLOUD. Guided by Prof. S. K. Ghosh Presented by - Soumadip Biswas CLOUD SECURITY SECURITY ASPECTS IN GEOSPATIAL CLOUD Guided by Prof. S. K. Ghosh Presented by - Soumadip Biswas PART 1 A brief Concept of cloud Issues in cloud Security Issues A BRIEF The Evolution Super

More information

Enabling embedded maps

Enabling embedded maps Enabling embedded maps Case: National geoportal of Finland Antti Rainio National Land Survey of Finland Trends: Web Services, Mapping Mashup, Open Source, Open Data Decentralised data s Service interfaces

More information

Cloud Perspectives. Steven Woodward CFPS, CSQA steve@cloud-perspectives.com 613-823-7573 www.cloud-perspectives.com

Cloud Perspectives. Steven Woodward CFPS, CSQA steve@cloud-perspectives.com 613-823-7573 www.cloud-perspectives.com Cloud Perspectives Steven Woodward CFPS, CSQA steve@cloud-perspectives.com 613-823-7573 www.cloud-perspectives.com Introduction Models and Standards Categories and Context Function Point Scenarios Hints

More information

What is Cloud Computing?

What is Cloud Computing? What is Cloud Computing? Brian W. Carver Assistant Professor UC Berkeley School of Information March 12, 2010 @ Emerging Law & Policy Issues in Cloud Computing What is Cloud Computing? "The interesting

More information

MSDI: Workflows, Software and Related Data Standards

MSDI: Workflows, Software and Related Data Standards MSDI: Workflows, Software and Related Data Standards By Andy Hoggarth October 2009 Introduction Leveraging SDI principles for hydrographic operational efficiency French INFRAGEOS example (SHOM - Service

More information

Cloud Essentials for Architects using OpenStack

Cloud Essentials for Architects using OpenStack Cloud Essentials for Architects using OpenStack Course Overview Start Date 18th December 2014 Duration 2 Days Location Dublin Course Code SS906 Programme Overview Cloud Computing is gaining increasing

More information

Plant Software in the Cloud

Plant Software in the Cloud Plant Software in the Cloud Fact vs. Myth February 2012 Greg Gorbach Vice President ARC Advisory Group ggorbach@arcweb.com Cloud 2 Manufacturing Performance Improvement Levers Systems People Processes

More information

Managing Idaho s Landscapes for Ecosystem Services (MILES) Idaho EPSCoR Research Data Management Plan Version 5.0 (October 12, 2015)

Managing Idaho s Landscapes for Ecosystem Services (MILES) Idaho EPSCoR Research Data Management Plan Version 5.0 (October 12, 2015) Managing Idaho s Landscapes for Ecosystem Services (MILES) Idaho EPSCoR Research Data Management Plan Version 5.0 (October 12, 2015) The MILES Data Management Plan provides procedural detail related to

More information

How Does Cloud Computing Work? What is a Good Reference Architecture?

How Does Cloud Computing Work? What is a Good Reference Architecture? How Does Cloud Computing Work? What is a Good Reference Architecture? Adapted from an article by Dominique Vernier, IBM IT Architect (http://www.thoughtsoncloud.com/2014/02/how-does-cloud-computing-work/)

More information

IT Game Changers: How Cloud, Mobile, Social and Big Data are Redefining Your IT Environment

IT Game Changers: How Cloud, Mobile, Social and Big Data are Redefining Your IT Environment cecmg Annual Meeting / March, 2015 IT Game Changers: How Cloud, Mobile, Social and Big Data are Redefining Your IT Environment Glenn Anderson IBM Lab Services and Training 2013 IBM Corporation 2 (c) Copyright

More information

DEVELOPING WEB-BASED MAPPING SERVICES FOR PUBLIC HEALTH APPLICATIONS

DEVELOPING WEB-BASED MAPPING SERVICES FOR PUBLIC HEALTH APPLICATIONS DEVELOPING WEB-BASED MAPPING SERVICES FOR PUBLIC HEALTH APPLICATIONS Amelia M. Budge a *, Karl K. Benedict a, and William Hudspeth a a EDAC, University of New Mexico, Albuquerque, NM 87131-0001, USA-(abudge,

More information

Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum

Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum Siva Ravada Senior Director of Development Oracle Spatial and MapViewer 2 Evolving Technology Platforms

More information

Securing and Auditing Cloud Computing. Jason Alexander Chief Information Security Officer

Securing and Auditing Cloud Computing. Jason Alexander Chief Information Security Officer Securing and Auditing Cloud Computing Jason Alexander Chief Information Security Officer What is Cloud Computing A model for enabling convenient, on-demand network access to a shared pool of configurable

More information

A Study on Analysis and Implementation of a Cloud Computing Framework for Multimedia Convergence Services

A Study on Analysis and Implementation of a Cloud Computing Framework for Multimedia Convergence Services A Study on Analysis and Implementation of a Cloud Computing Framework for Multimedia Convergence Services Ronnie D. Caytiles and Byungjoo Park * Department of Multimedia Engineering, Hannam University

More information

yvette@yvetteagostini.it yvette@yvetteagostini.it

yvette@yvetteagostini.it yvette@yvetteagostini.it 1 The following is merely a collection of notes taken during works, study and just-for-fun activities No copyright infringements intended: all sources are duly listed at the end of the document This work

More information

SuperGIS Server 3.2 Standard Edition Specification

SuperGIS Server 3.2 Standard Edition Specification SuperGIS Server 3.2 Standard Edition Specification 20140826 Specification 1. All of the services support SOAP (Simple Object Access Protocol). 2. Use map file created by SuperGIS Desktop as map services

More information

M2M/IoT, Cloud, Big Data and Analytics: Market Dynamics and Opportunities

M2M/IoT, Cloud, Big Data and Analytics: Market Dynamics and Opportunities Brochure More information from http://www.researchandmarkets.com/reports/2888831/ M2M/IoT, Cloud, Big Data and Analytics: Market Dynamics and Opportunities Description: Technology and market advances in

More information

Lifting the Fog Around Cloud Computing. Eric A. Hibbard, CISSP-ISSAP, ISSEP, ISSMP, CISA CTO Security & Privacy Hitachi Data systems

Lifting the Fog Around Cloud Computing. Eric A. Hibbard, CISSP-ISSAP, ISSEP, ISSMP, CISA CTO Security & Privacy Hitachi Data systems Lifting the Fog Around Cloud Computing Eric A. Hibbard, CISSP-ISSAP, ISSEP, ISSMP, CISA CTO Security & Privacy Hitachi Data systems 1 Straw Poll Cloud Awareness A. To truly understand clouds one should

More information

The Hybrid Cloud: Bringing Cloud-Based IT Services to State Government

The Hybrid Cloud: Bringing Cloud-Based IT Services to State Government The Hybrid Cloud: Bringing Cloud-Based IT Services to State Government October 4, 2009 Prepared By: Robert Woolley and David Fletcher Introduction Provisioning Information Technology (IT) services to enterprises

More information

A Study on Service Oriented Network Virtualization convergence of Cloud Computing

A Study on Service Oriented Network Virtualization convergence of Cloud Computing A Study on Service Oriented Network Virtualization convergence of Cloud Computing 1 Kajjam Vinay Kumar, 2 SANTHOSH BODDUPALLI 1 Scholar(M.Tech),Department of Computer Science Engineering, Brilliant Institute

More information

Head in the Clouds Feet On the Ground

Head in the Clouds Feet On the Ground Abhi Raina Director EPM Practice AST Corporation Head in the Clouds Feet On the Ground A Guide to Choosing Cloud Options 1 Topics Cloud Computing Options within the Cloud Oracle Cloud Q&A 2 Specialized.

More information

Plant Software in the Cloud Fact vs. Myth

Plant Software in the Cloud Fact vs. Myth Plant Software in the Cloud Fact vs. Myth Andy Chatha President ARC Advisory Group AChatha@ARCweb.com Manufacturing Performance Improvement Levers Systems People Processes Information Things 2 Transformational

More information

Cloud Computing Security Issues

Cloud Computing Security Issues Copyright Marchany 2010 Cloud Computing Security Issues Randy Marchany, VA Tech IT Security, marchany@vt.edu Something Old, Something New New: Cloud describes the use of a collection of services, applications,

More information

Certified Cloud Computing Professional VS-1067

Certified Cloud Computing Professional VS-1067 Certified Cloud Computing Professional VS-1067 Certified Cloud Computing Professional Certification Code VS-1067 Vskills Cloud Computing Professional assesses the candidate for a company s cloud computing

More information

High Performance Applications over the Cloud: Gains and Losses

High Performance Applications over the Cloud: Gains and Losses High Performance Applications over the Cloud: Gains and Losses Dr. Leila Ismail Faculty of Information Technology United Arab Emirates University leila@uaeu.ac.ae http://citweb.uaeu.ac.ae/citweb/profile/leila

More information

Performance investigation of selected SQL and NoSQL databases

Performance investigation of selected SQL and NoSQL databases Performance investigation of selected SQL and NoSQL databases Stephan Schmid stephan.schmid@unibw.de Eszter Galicz eszter.galicz@unibw.de Wolfgang Reinhardt wolfgang.reinhardt@unibw.de Abstract In the

More information

Federal Cloud Computing Initiative Overview

Federal Cloud Computing Initiative Overview Federal Cloud Computing Initiative Overview Program Status To support the Federal Cloud Computing Direction and Deployment Approach, the ITI Line of Business PMO has been refocused as the Cloud Computing

More information

Cloud Computing An Elephant In The Dark

Cloud Computing An Elephant In The Dark Cloud Computing An Elephant In The Dark Amir H. Payberah amir@sics.se Amirkabir University of Technology (Tehran Polytechnic) Amir H. Payberah (Tehran Polytechnic) Cloud Computing 1394/2/7 1 / 60 Amir

More information

Evaluation Methodology of Converged Cloud Environments

Evaluation Methodology of Converged Cloud Environments Krzysztof Zieliński Marcin Jarząb Sławomir Zieliński Karol Grzegorczyk Maciej Malawski Mariusz Zyśk Evaluation Methodology of Converged Cloud Environments Cloud Computing Cloud Computing enables convenient,

More information

Beginning Mobile Application Development in the Cloud

Beginning Mobile Application Development in the Cloud Brochure More information from http://www.researchandmarkets.com/reports/2050480/ Beginning Mobile Application Development in the Cloud Description: Learn how to build apps for mobile devices on Cloud

More information

Fundamental Concepts and Models

Fundamental Concepts and Models Fundamental Concepts and Models 1 1. Roles and Boundaries Could provider The organization that provides the cloud based IT resources Cloud consumer An organization (or a human) that has a formal contract

More information

Planning, Provisioning and Deploying Enterprise Clouds with Oracle Enterprise Manager 12c Kevin Patterson, Principal Sales Consultant, Enterprise

Planning, Provisioning and Deploying Enterprise Clouds with Oracle Enterprise Manager 12c Kevin Patterson, Principal Sales Consultant, Enterprise Planning, Provisioning and Deploying Enterprise Clouds with Oracle Enterprise Manager 12c Kevin Patterson, Principal Sales Consultant, Enterprise Manager Oracle NIST Definition of Cloud Computing Cloud

More information

MDE Opportunities in Multi-Tenant Cloud Applications

MDE Opportunities in Multi-Tenant Cloud Applications MDE Opportunities in Multi-Tenant Cloud Applications Mohammad Abu Matar 1 and Jon Whittle 2 1 Etisalat British Telecom Innovation Center Khalifa University of Science, Technology and Research Abu Dhabi,

More information

Smart Cities require Geospatial Data Providing services to citizens, enterprises, visitors...

Smart Cities require Geospatial Data Providing services to citizens, enterprises, visitors... Cloud-based Spatial Data Infrastructures for Smart Cities Geospatial World Forum 2015 Hans Viehmann Product Manager EMEA ORACLE Corporation Smart Cities require Geospatial Data Providing services to citizens,

More information

Cloud Computing, and REST-based Architectures Reid Holmes

Cloud Computing, and REST-based Architectures Reid Holmes Material and some slide content from: - Software Architecture: Foundations, Theory, and Practice - Krzysztof Czarnecki Cloud Computing, and REST-based Architectures Reid Holmes Cloud precursors Grid Computing:

More information

Tutorial on Client-Server Architecture

Tutorial on Client-Server Architecture Tutorial on Client-Server Architecture SEEM3430 Information Systems Analysis and Design Pengfei Liu Department of Systems Engineering and Engineering Management The Chinese University of Hong Kong March

More information

Cloud Computing 159.735. Submitted By : Fahim Ilyas (08497461) Submitted To : Martin Johnson Submitted On: 31 st May, 2009

Cloud Computing 159.735. Submitted By : Fahim Ilyas (08497461) Submitted To : Martin Johnson Submitted On: 31 st May, 2009 Cloud Computing 159.735 Submitted By : Fahim Ilyas (08497461) Submitted To : Martin Johnson Submitted On: 31 st May, 2009 Table of Contents Introduction... 3 What is Cloud Computing?... 3 Key Characteristics...

More information

Cloud-based Geospatial Data services and analysis

Cloud-based Geospatial Data services and analysis Cloud-based Geospatial Data services and analysis Xuezhi Wang Scientific Data Center Computer Network Information Center Chinese Academy of Sciences 2014-08-25 Outlines 1 Introduction of Geospatial Data

More information

Leveraging Big Data Technologies to Support Research in Unstructured Data Analytics

Leveraging Big Data Technologies to Support Research in Unstructured Data Analytics Leveraging Big Data Technologies to Support Research in Unstructured Data Analytics BY FRANÇOYS LABONTÉ GENERAL MANAGER JUNE 16, 2015 Principal partenaire financier WWW.CRIM.CA ABOUT CRIM Applied research

More information

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES Relational vs. Non-Relational Architecture Relational Non-Relational Rational Predictable Traditional Agile Flexible Modern 2 Agenda Big Data

More information

Virtualization Technologies in SCADA/EMS/DMS/OMS. Vendor perspective Norman Sabelli Ventyx, an ABB company

Virtualization Technologies in SCADA/EMS/DMS/OMS. Vendor perspective Norman Sabelli Ventyx, an ABB company 1 Virtualization Technologies in SCADA/EMS/DMS/OMS Vendor perspective Norman Sabelli Ventyx, an ABB company 2 Overview Why use Virtualization? Currently used technologies Adoption Considerations Cloud

More information

A Load Balancing Model Based on Cloud Partitioning for the Public Cloud

A Load Balancing Model Based on Cloud Partitioning for the Public Cloud International Journal of Information & Computation Technology. ISSN 0974-2239 Volume 4, Number 16 (2014), pp. 1605-1610 International Research Publications House http://www. irphouse.com A Load Balancing

More information

Commercial Software Licensing

Commercial Software Licensing Commercial Software Licensing CHAPTER 12: Prepared by DoD ESI January 2013 Chapter Overview Most software licenses today are either perpetual or subscription. Perpetual licenses involve software possession

More information

Cloud Archive Trends and Challenges PASIG Winter 2012

<Insert Picture Here> Cloud Archive Trends and Challenges PASIG Winter 2012 Cloud Archive Trends and Challenges PASIG Winter 2012 Raymond A. Clarke Enterprise Storage Consultant, Oracle Enterprise Solutions Group How Is PASIG Pronounced? Is it PASIG? Is it

More information

Framework for Cloud Usability

Framework for Cloud Usability Published in proceedings of HCI International 2015 Framework for Cloud Usability Brian Stanton 1, Mary Theofanos 1, Karuna P Joshi 2 1 National Institute of Standards and Technology, Gaithersburg, MD,

More information

What Is It? Business Architecture Research Challenges Bibliography. Cloud Computing. Research Challenges Overview. Carlos Eduardo Moreira dos Santos

What Is It? Business Architecture Research Challenges Bibliography. Cloud Computing. Research Challenges Overview. Carlos Eduardo Moreira dos Santos Research Challenges Overview May 3, 2010 Table of Contents I 1 What Is It? Related Technologies Grid Computing Virtualization Utility Computing Autonomic Computing Is It New? Definition 2 Business Business

More information

Cloud 101. Mike Gangl, Caltech/JPL, michael.e.gangl@jpl.nasa.gov 2015 California Institute of Technology. Government sponsorship acknowledged

Cloud 101. Mike Gangl, Caltech/JPL, michael.e.gangl@jpl.nasa.gov 2015 California Institute of Technology. Government sponsorship acknowledged Cloud 101 Mike Gangl, Caltech/JPL, michael.e.gangl@jpl.nasa.gov 2015 California Institute of Technology. Government sponsorship acknowledged Outline What is cloud computing? Cloud service models Deployment

More information

Cloud Data Management Interface (CDMI) The Cloud Storage Standard. Mark Carlson, SNIA TC and Oracle Chair, SNIA Cloud Storage TWG

Cloud Data Management Interface (CDMI) The Cloud Storage Standard. Mark Carlson, SNIA TC and Oracle Chair, SNIA Cloud Storage TWG Cloud Data Management Interface (CDMI) The Cloud Storage Standard Mark Carlson, SNIA TC and Oracle Chair, SNIA Cloud Storage TWG SNIA Legal Notice The material contained in this tutorial is copyrighted

More information

Understanding. Purpose. Creating Relationships

Understanding. Purpose. Creating Relationships Welcome Understanding Purpose Creating Relationships You A Global Community of GIS Professionals Changing the World Together Applying Geography Everywhere Your WORK Showcasing Your Web Apps Vision Applying

More information

Daren Kinser Auditor, UCSD Jennifer McDonald Auditor, UCSD

Daren Kinser Auditor, UCSD Jennifer McDonald Auditor, UCSD Daren Kinser Auditor, UCSD Jennifer McDonald Auditor, UCSD Agenda Cloud Computing Technical Overview Cloud Related Applications Identified Risks Assessment Criteria Cloud Computing What Is It? National

More information

Cloud Computing. Course: Designing and Implementing Service Oriented Business Processes

Cloud Computing. Course: Designing and Implementing Service Oriented Business Processes Cloud Computing Supplementary slides Course: Designing and Implementing Service Oriented Business Processes 1 Introduction Cloud computing represents a new way, in some cases a more cost effective way,

More information

ASTCORPORATION. Head in the Clouds Feet On the Ground A Guide to Choosing Cloud Options RECOGNIZED. PREFERRED. SPECIALIZED.

ASTCORPORATION. Head in the Clouds Feet On the Ground A Guide to Choosing Cloud Options RECOGNIZED. PREFERRED. SPECIALIZED. ASTCORPORATION SPECIALIZED. RECOGNIZED. PREFERRED. Head in the Clouds Feet On the Ground A Guide to Choosing Cloud Options Abhi Raina Director EPM Practice Prasad Nettem VP ERP Practice AST Corporation

More information

SAP HANA Cloud Platform. Technical Overview Uwe Heinz

SAP HANA Cloud Platform. Technical Overview Uwe Heinz SAP HANA Cloud Platform Technical Overview Uwe Heinz The way into the Cloud 75% New IT invests 2016 are cloud based Source: IDC 2013 Report: New Enterprise IT Spend 80% New IT invests Driven by users Source:

More information

e-science Applications with Duckling Collaboration Library

e-science Applications with Duckling Collaboration Library e-science Applications with Duckling Collaboration Library Kevin DONG CSTNET, Computer Network Information Center Chinese Academy of Sciences CANS 2013 @ Hangzhou Outline Duckling Collaboration Environment

More information

Introduction to grid technologies, parallel and cloud computing. Alaa Osama Allam Saida Saad Mohamed Mohamed Ibrahim Gaber

Introduction to grid technologies, parallel and cloud computing. Alaa Osama Allam Saida Saad Mohamed Mohamed Ibrahim Gaber Introduction to grid technologies, parallel and cloud computing Alaa Osama Allam Saida Saad Mohamed Mohamed Ibrahim Gaber OUTLINES Grid Computing Parallel programming technologies (MPI- Open MP-Cuda )

More information

Cloud Computing demystified! ISACA-IIA Joint Meeting Dec 9, 2014 By: Juman Doleh-Alomary Office of Internal Audit jdoleh@wayne.edu

Cloud Computing demystified! ISACA-IIA Joint Meeting Dec 9, 2014 By: Juman Doleh-Alomary Office of Internal Audit jdoleh@wayne.edu Cloud Computing demystified! ISACA-IIA Joint Meeting Dec 9, 2014 By: Juman Doleh-Alomary Office of Internal Audit jdoleh@wayne.edu 2 If cloud computing is so simple, then what s the big deal? What is the

More information

Managing your Information Assets in the Cloud

Managing your Information Assets in the Cloud Managing your Information Assets in the Cloud Nick Loy, Director, Portfolio Management Documents BancTec Certified Information Professional Enterprise Content Management Practioner Prior to BancTec, was

More information

Cloud Computing Standards: Overview and first achievements in ITU-T SG13.

Cloud Computing Standards: Overview and first achievements in ITU-T SG13. Cloud Computing Standards: Overview and first achievements in ITU-T SG13. Dr ITU-T, Chairman of Cloud Computing Working Party, SG 13 Future Networks Orange Labs Networks, Cloud & Future Networks Standard

More information

Consumption IT. Michael Shepherd Business Development Manager. Cisco Public Sector May 1 st 2014

Consumption IT. Michael Shepherd Business Development Manager. Cisco Public Sector May 1 st 2014 Consumption IT Michael Shepherd Business Development Manager Cisco Public Sector May 1 st 2014 Short Bio Cloud BDM in Public Sector (SLED + FED) Cisco for 14 + years Focused on cloud for 4 + years Awareness,

More information

Rapid Application Development

Rapid Application Development Rapid Application Development Chapter 7: Development RAD with CASE tool: App Inventor And Cloud computing Technology Cr: appinventor.org Dr.Orawit Thinnukool College of Arts, Media and Technology, Chiang

More information

NATO s Journey to the Cloud Vision and Progress

NATO s Journey to the Cloud Vision and Progress NATO s Journey to the Cloud Vision and Progress Dr Peter J. Lenk 2 Definitions of the Cloud A large-scale distributed computing paradigm that is driven by economies of scale, in which a pool of abstracted,

More information

Cutting Through the Hype: Straight Talk About the Mainframe and Cloud Computing. Straight talk on cloud computing

Cutting Through the Hype: Straight Talk About the Mainframe and Cloud Computing. Straight talk on cloud computing Glenn Anderson, IBM Lab Services and Training Cutting Through the Hype: Straight Talk About the Mainframe and Cloud Computing Summer SHARE August 2014 Session 15593 Straight talk on cloud computing What

More information