CryoEM: From Biomedical impact to Cloud deployment. Laura del Caño Jesús Cuenca CNB CSIC, Madrid
|
|
|
- Rosamund Matthews
- 5 years ago
- Views:
Transcription
1 CryoEM: From Biomedical impact to Cloud deployment Laura del Caño Jesús Cuenca CNB CSIC, Madrid
2 How can one see a virus?
3 250 nm Confocal optical microscope
4 0.1 nm (1 Å) X-ray crystallography
5 0.5 nm (5 Å) From small amounts of diluted samples, it is possible to solve......the structure of large and flexible macromolecular complexes... without 3D crystals.
6 Structural and molecular basis for Ebola virus neutralization by protective human antibodies Misasi et al. Science 351(6279), (2016)
7 MICROGRAPHS BIM correction MOVIES CTF estimation CTF Particle Picking Single Particle Analysis (SPA) COORDINATES Preprocessing Postprocessing 2D Classification 3D Refinement 2D CLASSES Validation Estimate resolution 3D CLASSES Initial Model VOLUME REFINED VOLUME 3D classification
8
9
10 Cluster Edition Cloud Edition Desktop Edition Web Tools
11 Desktop Edition
12
13 Web Tools
14
15 box
16
17 Scipion cluster edition Cluster Edition Universität Basel (Switzerland) NCPS (Shanghai) EPFL (Switzerland) Utah University (USA) IMM (France) Columbia University (USA) Politecnico de Torino (Italy) CIC-Biogune (Spain)
18
19 Towards Scipion on the Cloud
20 Application User data Libraries Low-level middleware Operating system Brick Brick Virtual servers farm VM VM VM VM VM Virtualization layer SAN Real servers farm SaaS (Software) Central installation Web access: easy & on demand Billing PaaS (Platform) Standard software framework Built-in scalability and failover Predefined deployment cycle Billing IaaS (Infrastructure) Distributed resources: lots of servers and storage across datacenters (across the world) Elastic computing: dynamic scaling to handle peaks Resource pooling: real infrastructure is share by all the IaaS users Billing: variable cost (as function of resource use) CLOUD SCENARIOS
21 Objective Lower barriers for scientists to access modern e-science solutions from micro to macro scales. Grid & cloud based infrastructures. Task 2 Cryo-EM in the cloud: bringing clouds to the data. A Competence Center to Serve Translational Research from Molecule to Brain.
22 ENMR.eu VO Deployment for CryoEM processing
23 Sara HPC Cloud Deployment for CryoEM processing
24 Sara HPC Cloud Deployment for Instruct training
25 Objective Bring the world of complex data analysis in Structural Biology to a simple Web browser-based Virtual Research Environment. Task 2 Integration of existing Cryo-EM web services, Scipion Web Tools, on the VRE. World-wide E-infrastructure for structural biology
26 ENMR.eu VO Scipion Web Tools Deployment
27 Install and test Scipion on AWS EC2 platform. Create Scipion AMI (not public yet). Test StarCluster (Elastic Cloud images)
28 Our experience The cloud paradigm is quite different from legacy HPC, but we were able to deploy successfully Remote visualization Cloud architecture for legacy HPC (1.0) Images for cloud (beta)
29 Challenges Elastic cloud Image publishing to independent repositories Image contextualization Big data transfers Fault-Tolerant High Performance filesystems Security
30 Our vision: Scipion Ubiquity 1-click instances in research and commercial clouds: simple provisioning for Scipion showcase & training SaaS: Scipion Web Tools Ready for every client profile / infrastructure: traditional HPC facilities ( owners ) research clouds (paper per use) commercial clouds (pay per use)
31 Further info Structural and molecular basis for Ebola virus neutralization by protective human antibodies Misasi et al. Science 351(6279), (2016) Structures of protective antibodies reveal sites of vulnerability on Ebola virus. Murin et al. PNAS 111(48), (2014) Camouflage and Misdirection: The Full-On Assault of Ebola Virus Disease. Misasi et al. Cell 159(3), (2014) Electron counting and beam-induced motion correction enable near-atomicresolution single-particle cryo-em. Li et al. Nature Methods 10, (2013)
32 Further info Scipion - INSTRUCT - MoBrain project - Westlife project - StarCluster - Infrastructure Manager - Elastic Cloud Computing (EC3):
33 Acknowledgements Miguel Caballer (UPV) Enol Fernandez (EGI.eu) Boris Parak (CESNET) Nuno Ferreira (SURFsara)
34 Laura del Caño Jesús Cuenca-Alba i2pc.cnb.csic.es Follow us on
Introduction To Cloud Computing
Introduction To Cloud Computing What is Cloud Computing? Cloud computing is a model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources (e.g.,
Introduction to data centers
Introduction to data centers Paolo Giaccone Notes for the class on Switching technologies for data centers Politecnico di Torino December 2017 Cloud computing Section 1 Cloud computing Giaccone (Politecnico
Deliverable D5.5. D5.5 VRE-integrated PDBe Search and Query API. World-wide E-infrastructure for structural biology. Grant agreement no.
Deliverable D5.5 Project Title: World-wide E-infrastructure for structural biology Project Acronym: West-Life Grant agreement no.: 675858 Deliverable title: D5.5 VRE-integrated PDBe Search and Query API
UVA HPC & BIG DATA COURSE. Cloud Computing. Adam Belloum
UVA HPC & BIG DATA COURSE Cloud Computing Adam Belloum outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice
Large Scale Computing Infrastructures
GC3: Grid Computing Competence Center Large Scale Computing Infrastructures Lecture 2: Cloud technologies Sergio Maffioletti GC3: Grid Computing Competence Center, University
DISTRIBUTED SYSTEMS [COMP9243] Lecture 8a: Cloud Computing WHAT IS CLOUD COMPUTING? 2. Slide 3. Slide 1. Why is it called Cloud?
![DISTRIBUTED SYSTEMS [COMP9243] Lecture 8a: Cloud Computing WHAT IS CLOUD COMPUTING? 2. Slide 3. Slide 1. Why is it called Cloud?](/thumbs/78/77201529.jpg "DISTRIBUTED SYSTEMS [COMP9243] Lecture 8a: Cloud Computing WHAT IS CLOUD COMPUTING? 2. Slide 3. Slide 1. Why is it called Cloud?")
DISTRIBUTED SYSTEMS [COMP9243] Lecture 8a: Cloud Computing Slide 1 Slide 3 ➀ What is Cloud Computing? ➁ X as a Service ➂ Key Challenges ➃ Developing for the Cloud Why is it called Cloud? services provided
Research Challenges in Cloud Infrastructures to Provision Virtualized Resources
Beyond Amazon: Using and Offering Services in a Cloud Future Internet Assembly Madrid 2008 December 9th, 2008 Research Challenges in Cloud Infrastructures to Provision Virtualized Resources Distributed
An Introduction to Virtualization and Cloud Technologies to Support Grid Computing
New Paradigms: Clouds, Virtualization and Co. EGEE08, Istanbul, September 25, 2008 An Introduction to Virtualization and Cloud Technologies to Support Grid Computing Distributed Systems Architecture Research
Cloud Computing Lecture 4
Cloud Computing Lecture 4 1/17/2012 What is Hypervisor in Cloud Computing and its types? The hypervisor is a virtual machine monitor (VMM) that manages resources for virtual machines. The name hypervisor
III: Single particle cryoem - practical approaches
III: Single particle cryoem - practical approaches Single particle EM analysis can be performed at both 2D and 3D. Single particle EM (both negative stain and cryo) is to extract structural information
Easy Access to Grid Infrastructures
Easy Access to Grid Infrastructures Dr. Harald Kornmayer (NEC Laboratories Europe) On behalf of the g-eclipse consortium WP11 Grid Workshop Grenoble, France 09 th of December 2008 Background in astro particle
Introduction to Cloud Computing. [thoughtsoncloud.com] 1
![Introduction to Cloud Computing. [thoughtsoncloud.com] 1](/thumbs/74/71010116.jpg "Introduction to Cloud Computing. [thoughtsoncloud.com] 1")
Introduction to Cloud Computing [thoughtsoncloud.com] 1 Outline What is Cloud Computing? Characteristics of the Cloud Computing model Evolution of Cloud Computing Cloud Computing Architecture Cloud Services:
Cover Page. The handle holds various files of this Leiden University dissertation
Cover Page The handle http://hdl.handle.net/1887/48877 holds various files of this Leiden University dissertation Author: Li, Y. Title: A new method to reconstruct the structure from crystal images Issue
Fundamental Concepts and Models
Fundamental Concepts and Models 1 Contents 1. Roles and Boundaries 2. Cloud Delivery Models 3. Cloud Deployment Models 2 1. Roles and Boundaries Could provider The organization that provides the cloud
Cloud & AWS Essentials Agenda. Introduction What is the cloud? DevOps approach Basic AWS overview. VPC EC2 and EBS S3 RDS.
Agenda Introduction What is the cloud? DevOps approach Basic AWS overview VPC EC2 and EBS S3 RDS Hands-on exercise 1 What is the cloud? Cloud computing it is a model for enabling ubiquitous, on-demand
CLOUD COMPUTING. A public cloud sells services to anyone on the Internet. The cloud infrastructure is made available to
CLOUD COMPUTING In the simplest terms, cloud computing means storing and accessing data and programs over the Internet instead of your computer's hard drive. The cloud is just a metaphor for the Internet.
The OpenCirrus TM Project: A global Testbed for Cloud Computing R&D
The OpenCirrus TM Project: A global Testbed for Cloud Computing R&D Marcel Kunze Steinbuch Centre for Computing (SCC) Karlsruhe Institute of Technology (KIT) Germany KIT The cooperation of Forschungszentrum
Cloud Computing. Technologies and Types
Cloud Computing Cloud Computing Technologies and Types Dell Zhang Birkbeck, University of London 2017/18 The Technological Underpinnings of Cloud Computing Data centres Virtualisation RESTful APIs Cloud
HPC Cloud at SURFsara
HPC Cloud at SURFsara Offering cloud as a service SURF Research Boot Camp 21st April 2016 Ander Astudillo Markus van Dijk What is cloud computing?
VMware Hybrid Cloud Solution
VMware Hybrid Cloud Solution Simplifying and Accelerating Your Multi-Cloud Strategy Bunyamin Ozyasar System Engineer Manager 2017 VMware Inc. All rights reserved. Today s Agenda 1 2 3 VMware SDDC Approach
CSE6331: 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/
OPENSTACK PRIVATE CLOUD WITH GITHUB
OPENSTACK PRIVATE CLOUD WITH GITHUB Kiran Gurbani 1 Abstract Today, with rapid growth of the cloud computing technology, enterprises and organizations need to build their private cloud for their own specific
Large Scale Sky Computing Applications with Nimbus
Large Scale Sky Computing Applications with Nimbus Pierre Riteau Université de Rennes 1, IRISA INRIA Rennes Bretagne Atlantique Rennes, France Pierre.Riteau@irisa.fr INTRODUCTION TO SKY COMPUTING IaaS
Cloud Computing: Is it safe for you and your customers? Alex Hernandez DefenseStorm
Presentation Title Cloud Computing: Is it safe for you and your customers? Alex Hernandez DefenseStorm Background A career of helping companies integrate new technologies into their existing infrastructure
Single-particle electron microscopy (cryo-electron microscopy) CS/CME/BioE/Biophys/BMI 279 Nov. 16 and 28, 2017 Ron Dror
Single-particle electron microscopy (cryo-electron microscopy) CS/CME/BioE/Biophys/BMI 279 Nov. 16 and 28, 2017 Ron Dror 1 Last month s Nobel Prize in Chemistry Awarded to Jacques Dubochet, Joachim Frank
1/10/2011. Topics. What is the Cloud? Cloud Computing
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
Rijndael Encryption Technique for User Authentication in Cloud Computing
Rijndael Encryption Technique for User Authentication in Cloud Computing 1 Firkhan Ali Bin Hamid Ali and 2 Md Yazid Mohd Saman 1 Fakulti Teknologi Maklumat & Multimedia, Universiti Tun Hussein Onn Malaysia.
Sky Computing on FutureGrid and Grid 5000 with Nimbus. Pierre Riteau Université de Rennes 1, IRISA INRIA Rennes Bretagne Atlantique Rennes, France
Sky Computing on FutureGrid and Grid 5000 with Nimbus Pierre Riteau Université de Rennes 1, IRISA INRIA Rennes Bretagne Atlantique Rennes, France Outline Introduction to Sky Computing The Nimbus Project
II: Single particle cryoem - an averaging technique
II: Single particle cryoem - an averaging technique Radiation damage limits the total electron dose that can be used to image biological sample. Thus, images of frozen hydrated macromolecules are very
Building a Secure and Compliant Cloud Infrastructure. Ben Goodman Principal Strategist, Identity, Compliance and Security Novell, Inc.
Building a Secure and Compliant Cloud Infrastructure Ben Goodman Principal Strategist, Identity, Compliance and Security Novell, Inc. Why Are We Here? Expanded Enterprise Data access anywhere, anytime
CLOUD COMPUTING. Rajesh Kumar. DevOps Architect.
CLOUD COMPUTING Rajesh Kumar DevOps Architect @RajeshKumarIN www.rajeshkumar.xyz www.scmgalaxy.com 1 Session Objectives This session will help you to: Introduction to Cloud Computing Cloud Computing Architecture
Expert Reference Series of White Papers. Understanding Data Centers and Cloud Computing
Expert Reference Series of White Papers Understanding Data Centers and Cloud Computing 1-800-COURSES www.globalknowledge.com Understanding Data Centers and Cloud Computing Paul Stryer, Global Knowledge
CPSC 426/526. Cloud Computing. Ennan Zhai. Computer Science Department Yale University
CPSC 426/526 Cloud Computing Ennan Zhai Computer Science Department Yale University Recall: Lec-7 In the lec-7, I talked about: - P2P vs Enterprise control - Firewall - NATs - Software defined network
In this unit we are going to look at cloud computing. Cloud computing, also known as 'on-demand computing', is a kind of Internet-based computing,
In this unit we are going to look at cloud computing. Cloud computing, also known as 'on-demand computing', is a kind of Internet-based computing, where shared resources, data and information are provided
EM 12c: Broadest, Most Complete Range of Enterprise Services
Enterprise Manager 12c Cloud Taxonomy EM Product Management 1 Copyright 2011, Oracle and/or its affiliates. All rights EM 12c: Broadest, Most Complete Range of Enterprise Services Self-Service Application/
Cloud Computing 1. CSCI 4850/5850 High-Performance Computing Spring 2018
Cloud Computing 1 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 Learning
Cloud Computing and Service-Oriented Architectures
Material and some slide content from: - Atif Kahn SERVICES COMPONENTS OBJECTS MODULES Cloud Computing and Service-Oriented Architectures Reid Holmes Lecture 29 - Friday March 22 2013. Cloud precursors
Introduction to Cloud Computing and Virtual Resource Management. Jian Tang Syracuse University
Introduction to Cloud Computing and Virtual Resource Management Jian Tang Syracuse University 1 Outline Definition Components Why Cloud Computing Cloud Services IaaS Cloud Providers Overview of Virtual
Module 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
Cloud Computing introduction
Cloud and Datacenter Networking Università degli Studi di Napoli Federico II Dipartimento di Ingegneria Elettrica e delle Tecnologie dell Informazione DIETI Laurea Magistrale in Ingegneria Informatica
SRM University, Kattankulathur Department of Information Technology IT1019 Information Storage and Management Model Examination
SRM University, Kattankulathur Department of Information Technology IT1019 Information Storage and Management Model Examination Degree/Yr/Sem :B.Tech/III/VI Date: 03/05/2017 Max. Marks: 100 marks Duration:
6 Cloud/Grid Computing
6 Cloud/Grid Computing On-line lecture: http://buchananweb.co.uk/adv/unit06.html 6.1 Objectives The key objectives of this unit are to: Provide an introduction to cluster, grid and cloud infrastructures.
Moving to the Cloud: Making It Happen With MarkLogic
Moving to the Cloud: Making It Happen With MarkLogic Alex Bleasdale, Manager, Support, MarkLogic COPYRIGHT 20 April 2017 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED. Agenda 1. MarkLogic in the cloud 2.
Cloud + Big Data Putting it all Together
Cloud + Big Data Putting it all Together Even Solberg 2009 VMware Inc. All rights reserved 2 Big, Fast and Flexible Data Big Big Data Processing Fast OLTP workloads Flexible Document Object Big Data Analytics
Next Generation Storage for The Software-Defned World
` Next Generation Storage for The Software-Defned World John Hofer Solution Architect Red Hat, Inc. BUSINESS PAINS DEMAND NEW MODELS CLOUD ARCHITECTURES PROPRIETARY/TRADITIONAL ARCHITECTURES High up-front
Demystifying the Cloud With a Look at Hybrid Hosting and OpenStack
Demystifying the Cloud With a Look at Hybrid Hosting and OpenStack Robert Collazo Systems Engineer Rackspace Hosting The Rackspace Vision Agenda Truly a New Era of Computing 70 s 80 s Mainframe Era 90
The Software Driven Datacenter
The Software Driven Datacenter Three Major Trends are Driving the Evolution of the Datacenter Hardware Costs Innovation in CPU and Memory. 10000 10 µm CPU process technologies $100 DRAM $/GB 1000 1 µm
Joint Center of Intelligent Computing George Mason University. Federal Geographic Data Committee (FGDC) ESIP 2011 Winter Meeting
Qunying Huang 1, Chaowei Yang 1, Doug Nebert 2 Kai Liu 1, Huayi Wu 1 1 Joint Center of Intelligent Computing George Mason University 2 Federal Geographic Data Committee (FGDC) ESIP 2011 Winter Meeting
to know how and when to apply which Microsoft technology. In many cases, you can combine multiple
Overview of Microsoft Virtualization Microsoft offers a number of virtualization technologies that administrators and infrastructure architects can use to create and administer a virtual environment. To
Why the cloud matters?
Why the cloud matters? Speed and Business Impact Expertise and Performance Cost Reduction Trend Micro Datacenter & Cloud Security Vision Enable enterprises to use private and public cloud computing with
CLOUD COMPUTING ABSTRACT
Ruchi Saraf CSE-VII Sem CLOUD COMPUTING By: Shivali Agrawal CSE-VII Sem ABSTRACT Cloud computing is the convergence and evolution of several concepts from virtualization, distributed application design,
Lecture 09: VMs and VCS head in the clouds
Lecture 09: VMs and VCS head in the Hands-on Unix system administration DeCal 2012-10-29 1 / 20 Projects groups of four people submit one form per group with OCF usernames, proposed project ideas, and
Reviewing Nist Cloud Computing Definition
Reviewing Nist Cloud Computing Definition Danko Naydenov Eurorisk Systems Ltd. 31, General Kiselov Str., 9002 Varna, Bulgaria Е-mail: sky аt eurorisksystems dot com Abstract: The main goal of this paper
Cloud Computing and Service-Oriented Architectures
Material and some slide content from: - Atif Kahn SERVICES COMPONENTS OBJECTS MODULES Cloud Computing and Service-Oriented Architectures Reid Holmes Lecture 20 - Tuesday November 23 2010. SOA Service-oriented
ECE Enterprise Storage Architecture. Fall ~* CLOUD *~. Tyler Bletsch Duke University
ECE590-03 Enterprise Storage Architecture Fall 2017.~* CLOUD *~. Tyler Bletsch Duke University Includes material adapted from the course Information Storage and Management v2 (module 13), published by
CompTIA CV CompTIA Cloud+ Certification. Download Full Version :
CompTIA CV0-001 CompTIA Cloud+ Certification Download Full Version : http://killexams.com/pass4sure/exam-detail/cv0-001 Answer: D QUESTION: 379 An administrator adds a new virtualization host to an existing
Non-disruptive, two node high-availability (HA) support keeps you operating against unplanned storage failures in the cloud
1. What is ONTAP Cloud? Answer: NetApp ONTAP Cloud is a software-only storage subscription running the NetApp ONTAP storage software offering you control of your data with the power of an enterprise storage
OPENSTACK: THE OPEN CLOUD
OPENSTACK: THE OPEN CLOUD Anuj Sehgal (s.anuj@jacobs-university.de) AIMS 2012 Labs 04 June 2012 1 Outline What is the cloud? Background Architecture OpenStack Nova OpenStack Glance 2 What is the Cloud?
Structural Information obtained
Structural Information obtained from Electron Microscopy Christiane Schaffitzel, 09.05.2013 Including slides from John Briggs, Bettina Boettcher, Nicolas Boisset, Andy Hoenger, Michael Schatz, and more
Case Study: Deployment of Amazon Web Services to Fuel innovation in Multimedia Applications
Case Study: Deployment of Amazon Web Services to Fuel innovation in Multimedia Applications Part of Series: Designorate Case Study Written by: Rafiq Elmansy Published by: Designorate www.designorate.com
CS 6393 Lecture 10. Cloud Computing. Prof. Ravi Sandhu Executive Director and Endowed Chair. April 12,
CS 6393 Lecture 10 Cloud Computing Prof. Ravi Sandhu Executive Director and Endowed Chair April 12, 2013 ravi.sandhu@utsa.edu www.profsandhu.com Ravi Sandhu 1 The Cloud The Network is the Computer - Sun
CS 470 Spring Virtualization and Cloud Computing. Mike Lam, Professor. Content taken from the following:
CS 470 Spring 2018 Mike Lam, Professor Virtualization and Cloud Computing Content taken from the following: A. Silberschatz, P. B. Galvin, and G. Gagne. Operating System Concepts, 9 th Edition (Chapter
Infrastructure modernization with Microsoft Azure
Infrastructure modernization with Microsoft Azure READY SET GO I Connection Days 2014/2015 1 Infrastructure modernization with Microsoft Azure Marcel Frauchiger, Partner Technology Strategist READY SET
Distributed Systems. 31. The Cloud: Infrastructure as a Service Paul Krzyzanowski. Rutgers University. Fall 2013
Distributed Systems 31. The Cloud: Infrastructure as a Service Paul Krzyzanowski Rutgers University Fall 2013 December 12, 2014 2013 Paul Krzyzanowski 1 Motivation for the Cloud Self-service configuration
Windows Azure Services - At Different Levels
Windows Azure Windows Azure Services - At Different Levels SaaS eg : MS Office 365 Paas eg : Azure SQL Database, Azure websites, Azure Content Delivery Network (CDN), Azure BizTalk Services, and Azure
Tech Talk #11. Public Cloud UNIVERSITY OF COLORADO AT BOULDER 12/14/16 CU TECH TALK #11
Tech Talk #11 Public Cloud UNIVERSITY OF COLORADO AT BOULDER 12/14/16 CU TECH TALK #11 Who is this idiot speaking? Orrie Gartner Deputy Director of Operations Where is the Tech in this Tech Talk? For those
Top 40 Cloud Computing Interview Questions
Top 40 Cloud Computing Interview Questions 1) What are the advantages of using cloud computing? The advantages of using cloud computing are a) Data backup and storage of data b) Powerful server capabilities
Cloud System 2016 Training Programs. Catalog of Course Descriptions
Cloud System 2016 Training Programs Catalog of Course Descriptions Catalog of Course Descriptions INTRODUCTION... 4 CLOUD IN A NUTSHELL... 5 CLOUD DRIVER AND OPPORTUNITY... 7 CLOUD SYSTEMS AND THE ERICSSON
Introduction to Cryo Electron Microscopy/Tomography
Introduction to Cryo Electron Microscopy/Tomography Ricardo Miguel Sánchez Loayza Max Planck Institute for Biophysics - Kudryashev Group Goethe Universität - Visual Sensorics and Information Processing
Matrix IT work Copyright Do not remove source or Attribution from any graphic or portion of graphic
Cloud: your daily concerns Cost? Security? Compliance? People Process Product Virtualization to Cloud : Your challenging journey Hardware Software People 2,3M 1,6M Capex & opex costs for compute/nw/storage
Cloud Computing TDM Session
Decision maker 를위한 Microsoft @Cloud Round Table Cloud Computing TDM Session Simon Guest Senior Director, Technical Strategy Microsoft Corporation SOA, Web 2.0, RIA Styles of application architecture These
Cloud Computing. Prof. Gaikwad Ravi Pandurang and Prof. Gaikwad Anil Pandurang
Cloud Computing Prof. Gaikwad Ravi Pandurang and Prof. Gaikwad Anil Pandurang Institute of Business Management & Rural Development, Ahmednagar 414111 (MS) (INDIA) Abstract Cloud computing refers to the
Cloud Computing. Grace A. Lewis Research, Technology and Systems Solutions (RTSS) Program System of Systems Practice (SoSP) Initiative
Grace A. Lewis Research, Technology and Systems Solutions (RTSS) Program System of Systems Practice (SoSP) Initiative SEI Webinar November 12, 2009 Polling Question 1 How did you hear about this webinar?
Migrating Applications to the Cloud
Migrating Applications to the Cloud Mr. John Hale Chief, DISA Cloud Services May, 2018 1 Disclaimer The information provided in this briefing is for general information purposes only. It does not constitute
Managing a tier-2 computer centre with a private cloud infrastructure
Journal of Physics: Conference Series OPEN ACCESS Managing a tier-2 computer centre with a private cloud infrastructure To cite this article: Stefano Bagnasco et al 2014 J. Phys.: Conf. Ser. 523 012012
Welcome to the DISA Cloud Symposium
Welcome to the DISA Cloud Symposium 1 2 Information IN PERSON VIA QUESTION FORMS, SUBMITTED DURING BREAKS VIRTUAL INFORMATION PORTAL: http://www.disa.mil/newsandevents/events/cloud-symposium 3 DISA CLOUD
La plateforme Cloud d Entreprise. Découvrez la vision et la stratégie de Nutanix.
La plateforme Cloud d Entreprise. Découvrez la vision et la stratégie de Nutanix. Sylvain Huguet Nutanix Evangelist @nutanix Nutanix: The Enterprise Cloud Company Make datacenter infrastructure and clouds
Deploying and Operating Cloud Native.NET apps
Deploying and Operating Cloud Native.NET apps Jenny McLaughlin, Sr. Platform Architect Cornelius Mendoza, Sr. Platform Architect Pivotal Cloud Native Practices Continuous Delivery DevOps Microservices
CLOUD AND AWS TECHNICAL ESSENTIALS PLUS
1 P a g e CLOUD AND AWS TECHNICAL ESSENTIALS PLUS Contents Description... 2 Course Objectives... 2 Cloud computing essentials:... 2 Pre-Cloud and Need for Cloud:... 2 Cloud Computing and in-depth discussion...
Cloud Computing Introduction & Offerings from IBM
Cloud Computing Introduction & Offerings from IBM Gytis Račiukaitis IT Architect, IBM Global Business Services Agenda What is cloud computing? Benefits Risks & Issues Thinking about moving into the cloud?
Crystallography & Cryo-electron microscopy
Crystallography & Cryo-electron microscopy Methods in Molecular Biophysics, Spring 2010 Sample preparation Symmetries and diffraction Single-particle reconstruction Image manipulation Basic idea of diffraction:
SQL Azure. Abhay Parekh Microsoft Corporation
SQL Azure By Abhay Parekh Microsoft Corporation Leverage this Presented by : - Abhay S. Parekh MSP & MSP Voice Program Representative, Microsoft Corporation. Before i begin Demo Let s understand SQL Azure
Provisioning of Grid Middleware for EGI in the framework of EGI InSPIRE
Ibergrid 2010 Provisioning of Grid Middleware for EGI in the framework of EGI InSPIRE M. David G. Borges, J. Gomes, I. Campos, A. Lopez, P. Orviz, J. López Cacheiro, C. Fernandez and A. Simon LIP, CSIC,
Science Computing Clouds.
Science Computing Clouds. December 9, 2008 Chan-Hyun Youn School of Engineering/ Grid Middleware Research Center Information and Communications University COPYRIGHT@LANS Lab, Information and Communication
Overview of Microsoft Virtualization
Overview of Microsoft Virtualization Microsoft offers a number of virtualization technologies that administrators and infrastructure architects can use to create and administer a virtual environment. To
The OpenNebula Virtual Infrastructure Engine
EGEE 4th User Forum/OGF25 & OGF-Europe's 2nd International Event Catania, Italy Thursday 5 th, March 2009 The OpenNebula Virtual Infrastructure Engine Constantino Vázquez Blanco Distributed Systems Architecture
Chapter 1 Introduction
Chapter 1 Introduction 1.1 Structural biology, cryo-em and image processing Structural biology is a branch of life science which focuses on the structures of biological macromolecules, investigating what
Lecture 7: Data Center Networks
Lecture 7: Data Center Networks CSE 222A: Computer Communication Networks Alex C. Snoeren Thanks: Nick Feamster Lecture 7 Overview Project discussion Data Centers overview Fat Tree paper discussion CSE
Developing, Deploying and Managing Applications on the Cloud
Developing, Deploying and Managing Applications on the Cloud Jayabalan S CTO & Co-Founder September 10, 2011 Agenda 1 2 3 4 5 6 7 8 9 10 Introduction Computing Evolution IT Challenges and Importance of
BUILDING A PRIVATE CLOUD. By Mark Black Jay Muelhoefer Parviz Peiravi Marco Righini
BUILDING A PRIVATE CLOUD By Mark Black Jay Muelhoefer Parviz Peiravi Marco Righini HOW PLATFORM COMPUTING'S PLATFORM ISF AND INTEL'S TRUSTED EXECUTION TECHNOLOGY CAN HELP 24 loud computing is a paradigm
DevOps Agility in the Evolving Cloud Services Landscape
DevOps Agility in the Evolving Cloud Services Landscape Kiran Chitturi CTO Architect, Sungard Availability Services @nkchitturi Kiran Chitturi Architect in the Office of the CTO Focus on DevOps and cloud
Identifying the right kind of hybrid cloud for your business. Danny Elmarji ANZ Solution
Identifying the right kind of hybrid cloud for your business Danny Elmarji ANZ Solution Manager @elmarji 1 SOFTWARE IS REDEFINING EVERY BUSINESS 2 BUSINESS IS MOVING MUCH FASTER TRADITIONAL IT TEAM ENTREPRENEURIAL
Introduction to Cloud Computing
Introduction to Cloud Computing 1 Outline 1. A brief history 2. Definition 3. Motivation, Benefit, Risk 4. Concepts 2 Outline 1. A brief history 2. Definition 3. Motivation, Benefit, Risk 4. Concepts 3
Advanced Continuous Delivery Strategies for Containerized Applications Using DC/OS
Advanced Continuous Delivery Strategies for Containerized Applications Using DC/OS ContainerCon @ Open Source Summit North America 2017 Elizabeth K. Joseph @pleia2 1 Elizabeth K. Joseph, Developer Advocate
Article Summary of: Understanding Cloud Computing Vulnerabilities. Michael R. Eldridge
Article Summary of: Understanding Cloud Computing Vulnerabilities Michael R. Eldridge April 14, 2016 2 Introduction News stories abound about the almost daily occurrence of break-ins and the stealing of
CLOUD COMPUTING PRIMER FOR EXECUTIVES
CLOUD COMPUTING PRIMER FOR EXECUTIVES Cloud Computing Who Cares? Enables New products, services, business models (digital) Faster growth (agility) Better efficiency (not necessarily cheaper) Requires different
SymantecTM Desktop and Laptop Option. Symantec DLO s Storage in Cloud (Amazon Web Services)
SymantecTM Desktop and Laptop Option Symantec DLO s Storage in Cloud (Amazon Web Services) Disclaimer The information contained in this publication is subject to change without notice. Symantec Corporation
MapReduce for Scalable and Cloud Computing
1 MapReduce for Scalable and Cloud Computing CS6323 Adapted from NETS212, U. Penn, USA 2 Overview Networked computing The need for scalability; scale of current services Scaling up: From PCs to data centers
Community Clouds And why you should care about them
Community Clouds And why you should care about them Matt Johnson, Ed Zedlewski, Eduserv Introduction What is Cloud Computing? National Institute of Standards & Technology (NIST) a model for enabling convenient,
CHEM-E Process Automation and Information Systems: Applications
CHEM-E7205 - Process Automation and Information Systems: Applications Cloud computing Jukka Kortela Contents What is Cloud Computing? Overview of Cloud Computing Comparison of Cloud Deployment Models Comparison