Assembling Cloud Infrastructures with Eucalyptus
|
|
|
- Shanon Richards
- 8 years ago
- Views:
Transcription
1 Assembling Cloud Infrastructures with Eucalyptus Cloud Expo Europe 2009 (London) Christian Baun KIT The cooperation of Forschungszentrum Karlsruhe GmbH und Universität Karlsruhe (TH)
2 Agenda Clouds vs. Grids Popular Cloud/Grid Infrastructures Types of Cloud Services The OpenCirrusTM project Eucalyptus AppScale 2 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
3 Definitions (Cloud / Grid) Cloud Computing is on-demand access to virtualized IT resources that are sourced inside or outside of a data center, scalable, shared by others, simple to use, paid for via subscription or as you go and accessible over the web. Dr. Behrend Freese (Zimory GmbH) A computing Cloud is a set of network enabled on demand IT services, scalable and QoS guaranteed, which could be accessed in a simple and pervasive way. Dr. Marcel Kunze (SCC/KIT) Grid computing is coordinated resource sharing and problem solving in dynamic, multi-institutional virtual organizations. Ian Foster (Argonne National Laboratory) A computational grid is a hardware and software infrastructure that provides dependable, consistent, pervasive, and inexpensive access to high-end computational capabilities. Ian Foster & Carl Kesselman 3 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
4 Clouds vs. Grids: A Comparison Cloud Computing Grid Computing Provide desired computing platform via network enabled services Resource sharing One or few data centers, heterogeneous/homogeneous resource under central control Geographically distributed, heterogeneous resource, no central control, VO Industry and Business Research and academic organization Application Suited for generic applications Special application domains like High Energy Physics Business Model Commercial: Pay-as-you-go Publicly funded: Use for free (negotiate with resource owner for resource access) Middleware Proprietary, several reference implementations exist (e.g. Amazon) Well developed, maintained and documented User interface Easy to use/deploy, no complex user interface required Difficult use and deployment Industrialization of IT Mostly Manufacture Fully automated Services Handcrafted Services QoS Possible Little support On-demand provisioning Yes No Objective Infrastructure Operational Model 4 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009 Job execution Need new user interface, e.g., commands, APIs, SDKs, services
5 THE Grid-Project: LHC Computing Grid (1) The LHC is the worlds largest and highest-energy particle accelerator 4 main detectors Located at CERN. The European Organization for Nuclear Research Used to test various predictions of highenergy physics Big goal: confirm or refute the existence of Higgs boson ( God particle ) Source: 5 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
6 THE Grid-Project: LHC Computing Grid (2) The LHC generates Petabyte of data for all experiments per year Data is stored and analyzed distributed inside the LHC-Grid Largest computing grid in the world > 150 Sites > Servers Source: 6 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
7 EGEE: CPUs with Linux The Real Time Monitor shows: running and scheduled jobs job transfers detailed information on Resource Brokers and Computing Elements for each site 7 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
8 Three Major Types of Cloud Services SaaS: Provides enterprise quality software (complete applications) PaaS: Appears as one single large computer and makes it simple to scale from a single server to many No need to worry about the operating system or other foundational software IaaS: Abstracts away the hardware (servers, network, ) and allows to run virtual instances of servers without ever touching a piece of the hardware 8 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
9 OpenCirrus In the Press 9 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
10 OpenCirrus Cloud Computing Research Testbed An open, internet-scale global testbed for cloud computing research Data center management & cloud services Systems level research Application level research Structure: a loose federation Sponsors: HP Labs, Intel Research, Yahoo! Partners: University of Illinois at UrbanaChampaign (UIUC), Singapore Infocomm Development Authority (IDA), KIT Great opportunity for cloud R&D 10 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
11 Where are the OpenCirrus sites? Six sites initially: Sites distributed world-wide: HP Research, Yahoo!, UIUC, Intel Research Pittsburgh, KIT, Singapore IDA processor cores per site KIT-Site available in Summer Nehalem cores, 10TB memory, 192TB hard disk storage KIT HP Yahoo! UIUC Intel IDA 11 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
12 OpenCirrusTM - Physical Resource Sets (PRS) PRS service goals Provide mini-datacenters to the researchers Isolate experiments from each other PRS service approach Allocate sets of physical co-located nodes, isolated inside VLANs using existing software Utah Emulab - Network Emulation Testbed HP Opsware - Server provisioning, configuration and management Start simple, add features as we go Basis to implement Virtual Resource Sets (VRS) Hardware as a Service (HaaS) 12 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
13 OpenCirrusTM - Virtual Resource Sets (VRS) Basic idea: Abstract from physical resources by the introduction of a virtualization layer Concept applies to all IT aspects: CPU, storage, networks and applications, Main advantages Implement IT services exactly fitting customers varying needs Deploy IT services on demand Automated resource management Easily guarantee service levels Live migration of services Reduce both: Capital Expenditures and Operational Expenditures Infrastructure as a Service (IaaS) Implement Compute and Storage Services De-facto standard: Amazon Web Services interface 13 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
14 OpenCirrus Blueprint 14 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
15 Commercial Cloud Offerings (Small Excerpt) Problem: Commercial offers are proprietary and usually not open for Cloud systems research and development! 15 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
16 Eucalyptus Open-Source software infrastructure for implementing Cloud computing on clusters from UC Santa Barbara EUCALYPTUS - Elastic Utility Computing Architecture for Linking Your Programs To Useful Systems Implements Infrastructure as a Service (IaaS) gives the user the ability to run and control entire virtual machine instances (Xen, KVM) deployed across a variety of physical resources Interface compatible with Amazon EC2 Includes Walrus, a storage service that is interface compatible with Amazons S3 Potential to interact with the same tools, known to work with Amazon EC2, S3 and EBS Eucalyptus is an important step to establish an open Cloud computing infrastructure standard 16 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
17 Eucalyptus Collects resource information from the CC. Operates like a meta-scheduler in the Cloud. Schedules the distribution of virtual machines to the NC. Collects (free) resource information. Runs on every node in the Cloud. XenHypervisor running. Provides Information about free resources to the CC. Source: R.Wolski 17 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
18 Comparing Storage Performance between S3 and Eucalyptus WOW!? Sequential Output Sequential Input Per-Character: file is written using putc() Per-Character: file is read using getc() Block: file is written using write() Blockwise: file is written using read() Rewrite: read() and write() 18 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
19 Realistic values The RAM of the Eucalyptus Node Controller was reduced to overcome memory caching The storage performance of Eucalyptus depends on the available storage sub-system Write performance of Eucalyptus is faster. Because of the close distance?! 19 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
20 Performance of Random Seeks and File Creation Random seeks and file creation with Eucalyptus is faster Because of the close distance?! 20 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
21 CPU Performance The Eucalyptus infrastructure performs much better than Amazon EC2 More RAM and CPU power is not leading to a massive performance boost 21 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
22 Network Transfer Rate The network transfer rate to the Eucalyptus infrastructure is more constant in contrast to Amazon EC2 22 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
23 Network Transfer Rate (More in Detail) The network transfer rate to the Eucalyptus infrastructure is more constant in contrast to Amazon EC2 23 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
24 Install Eucalyptus Installation is quite easy when using binary packackes for CentOS, opensuse, Debian and Ubuntu Possible to build from sources Requirement: 1 Linux machines with working Xen Hypervisor or Kernel-based Virtual Machine (KVM) For using KVM a modern CPU with AMD-V (Pacifica) or Intel VT (Vanderpool) is needed Amazon EC2 Command-Line Tools ec2-api-tools ec2-ami-tools Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
25 Use Eucalyptus Shows the cluster's front-end hostname, free resources, available NCs: # ec2-describe-availability-zones verbose AVAILABILITYZONE Cluster1 iwrcgblade11 AVAILABILITYZONE - vm types free / max cpu ram disk AVAILABILITYZONE - m1.small 0020 / AVAILABILITYZONE - c1.medium 0020 / AVAILABILITYZONE - m1.large 0008 / AVAILABILITYZONE - m1.xlarge 0008 / AVAILABILITYZONE - c1.xlarge 0002 / AVAILABILITYZONE - iwrcgblade11 Thu May 14 22:16:23 CEST 2009 AVAILABILITYZONE - iwrcgblade12 Thu May 14 22:16:23 CEST 2009 AVAILABILITYZONE - iwrcgblade13 Thu May 14 22:16:23 CEST 2009 AVAILABILITYZONE - iwrcgblade30 Thu May 14 22:16:23 CEST Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
26 Register Images Register a Filesystem-Image: # ec2-bundle-image -i debian5.img # ec2-upload-bundle -b image-debian5 -m /tmp/debian5.img.manifest.xml # ec2-register image-debian5/debian5.img.manifest.xml Register a Kernel-Image: # ec2-bundle-image -i /boot/vmlinuz kernel true # ec2-upload-bundle -b kernel26 -m /tmp/vmlinuz manifest.xml # ec2-register kernel26/vmlinuz manifest.xml Register a Ramdisk-Image: # ec2-bundle-image -i /boot/initrd.img ramdisk true # ec2-upload-bundle -b ramdisk26 -m /tmp/initrd.img manifest.xml # ec2-register ramdisk26/initrd.img manifest.xml 26 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
27 Control Registered Images Registered images gets an unique identifier Eucalyptus Machine Image: emi-xxxxxxxx Eucalyptus Kernel Image: eki-xxxxxxxx Eucalyptus Ramdisk Image: eri-xxxxxxxx Get information about registered images: # ec2-describe-images IMAGE emi-1de4116d debian5/debian5.img.manifest.xml admin available public x86_64 machine IMAGE eki ff kernel26/vmlinuz manifest.xml admin available public x86_64 kernel IMAGE eri-cfbe1450 ramdisk26/initrd.img manifest.xml admin available public x86_64 ramdisk 27 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
28 Run Instances Run instances: # ec2-run-instances emi-1de4116d --kernel eki ff --ramdisk eri-cfbe1450 Check instances: # ec2-describe-instances RESERVATION r-3dde07d9 admin default INSTANCE i f emi-1de4116d running0m1.small T13:50: eki ff eri-cfbe1450 RESERVATION r-42fa0732 admin default INSTANCE i-463b08be emi-1de4116d running0m1.small T13:50: eki ff eri-cfbe1450 Terminate instances: # ec2-terminate-instances i f i-463b08be 28 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
29 AppScale Open-source implementation of the Google AppEngine Cloud computing interface from UC Santa Barbara AppEngine allows to run web applications in the Google infrastructure AppScale executes automatically and transparently over Cloud infrastructures such as Eucalyptus, the open-source implementation of the Amazon Web Services interfaces AppScale provides a Platform-as-a-Service (PaaS) Cloud infrastructure that allows users to deploy, test, debug, measure, and monitor Google AppEngine applications prior to deployment on Google's proprietary resources Source: Navraj Chohan 29 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
30 Summary Cloud computing is the next big thing Flexible and elastic resource provisioning Economy of scale makes it attractive Move from manufacture towards industrialization of IT (Everything as a Service) OpenCirrusTM offers interesting R&D opportunities Cloud systems and application development Accepting research proposals soon 30 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
31 Thank you for your attention? 31 Christian Baun Cloud Expo Europe 2009 (London) May 21th 2009
Elastic Cloud Computing in the Open Cirrus Testbed implemented via Eucalyptus
Elastic Cloud Computing in the Open Cirrus Testbed implemented via Eucalyptus International Symposium on Grid Computing 2009 (Taipei) Christian Baun The cooperation of and Universität Karlsruhe (TH) Agenda
Performance measurement of a private Cloud in the OpenCirrus Testbed
Performance measurement of a private Cloud in the OpenCirrus Testbed 4th Workshop on Virtualization in High-Performance Cloud Computing (VHPC '09) Euro-Par 2009 Delft August 25th 2009 Christian Baun KIT
Cloud Computing mit mathematischen Anwendungen
Cloud Computing mit mathematischen Anwendungen Vorlesung SoSe 2009 Dr. Marcel Kunze Karlsruhe Institute of Technology (KIT) Steinbuch Centre for Computing (SCC) KIT the cooperation of Forschungszentrum
Building a Private Cloud with Eucalyptus
Building a Private Cloud with Eucalyptus 5th IEEE International Conference on e-science Oxford December 9th 2009 Christian Baun, Marcel Kunze KIT The cooperation of Forschungszentrum Karlsruhe GmbH und
Cloud Computing mit mathematischen Anwendungen
Cloud Computing mit mathematischen Anwendungen Dr. habil. Marcel Kunze Engineering Mathematics and Computing Lab (EMCL) Institut für Angewandte und Numerische Mathematik IV Karlsruhe Institute of Technology
Private Clouds with Open Source
Private Clouds with Open Source GridKa School 2010 KIT September 7 th 2010 Christian Baun baun@kit.edu http://www.kit.edu Cloud-Computing? Building on compute and storage virtualization, and leveraging
Open Cirrus: Towards an Open Source Cloud Stack
Open Cirrus: Towards an Open Source Cloud Stack Karlsruhe Institute of Technology (KIT) HPC2010, Cetraro, June 2010 Marcel Kunze KIT University of the State of Baden-Württemberg and National Laboratory
Fundamentals of Cloud Computing
Dr. Christian Baun Fundamentals of Cloud Computing 1/10 Fundamentals of Cloud Computing Dr. Christian Baun christian.baun@h-da.de 31.5.2012 Dr. Christian Baun Fundamentals of Cloud Computing 2/10 Agenda
Introduction to Cloud computing. Viet Tran
Introduction to Cloud computing Viet Tran Type of Cloud computing Infrastructure as a Service IaaS: offer full virtual machines via hardware virtualization tech. Amazon EC2, AbiCloud, ElasticHosts, Platform
Building a Private Cloud Cloud Infrastructure Using Opensource
Cloud Infrastructure Using Opensource with Ubuntu Server 10.04 Enterprise Cloud (Eucalyptus) OSCON (Note: Special thanks to Jim Beasley, my lead Cloud Ninja, for putting this document together!) Introduction
S06: Open-Source Stack for Cloud Computing
S06: Open-Source Stack for Cloud Computing Milind Bhandarkar Yahoo! Richard Gass Intel Michael Kozuch Intel Michael Ryan Intel 1 Agenda Sessions: (A) Introduction 8.30-9.00 (B) Hadoop 9.00-10.00 Break
A technical whitepaper describing steps to setup a Private Cloud using the Eucalyptus Private Cloud Software and Xen hypervisor.
A technical whitepaper describing steps to setup a Private Cloud using the Eucalyptus Private Cloud Software and Xen hypervisor. Vivek Juneja Cloud Computing COE Torry Harris Business Solutions INDIA Contents
2) Xen Hypervisor 3) UEC
5. Implementation Implementation of the trust model requires first preparing a test bed. It is a cloud computing environment that is required as the first step towards the implementation. Various tools
Eucalyptus: An Open-source Infrastructure for Cloud Computing. Rich Wolski Eucalyptus Systems Inc. www.eucalyptus.com
Eucalyptus: An Open-source Infrastructure for Cloud Computing Rich Wolski Eucalyptus Systems Inc. www.eucalyptus.com Exciting Weather Forecasts Commercial Cloud Formation Eucalyptus - Confidential What
Eucalyptus: An Open-source Infrastructure for Cloud Computing. Rich Wolski Eucalyptus Systems Inc. www.eucalyptus.com
Eucalyptus: An Open-source Infrastructure for Cloud Computing Rich Wolski Eucalyptus Systems Inc. www.eucalyptus.com Exciting Weather Forecasts Commercial Cloud Formation Eucalyptus - Confidential What
9/26/2011. What is Virtualization? What are the different types of virtualization.
CSE 501 Monday, September 26, 2011 Kevin Cleary kpcleary@buffalo.edu What is Virtualization? What are the different types of virtualization. Practical Uses Popular virtualization products Demo Question,
Private Distributed Cloud Deployment in a Limited Networking Environment
Private Distributed Cloud Deployment in a Limited Networking Environment Jeffrey Galloway, Susan Vrbsky, and Karl Smith The University of Alabama jmgalloway@crimson.ua.edu, vrbsky@cs.ua.edu, smith102@crimson.ua.edu
Open Cloud System. (Integration of Eucalyptus, Hadoop and AppScale into deployment of University Private Cloud)
Open Cloud System (Integration of Eucalyptus, Hadoop and into deployment of University Private Cloud) Thinn Thu Naing University of Computer Studies, Yangon 25 th October 2011 Open Cloud System University
Cloud Computing: Computing as a Service. Prof. Daivashala Deshmukh Maharashtra Institute of Technology, Aurangabad
Cloud Computing: Computing as a Service Prof. Daivashala Deshmukh Maharashtra Institute of Technology, Aurangabad Abstract: Computing as a utility. is a dream that dates from the beginning from the computer
THE EUCALYPTUS OPEN-SOURCE PRIVATE CLOUD
THE EUCALYPTUS OPEN-SOURCE PRIVATE CLOUD By Yohan Wadia ucalyptus is a Linux-based opensource software architecture that implements efficiencyenhancing private and hybrid clouds within an enterprise s
FleSSR Project: Installing Eucalyptus Open Source Cloud Solution at Oxford e- Research Centre
FleSSR Project: Installing Eucalyptus Open Source Cloud Solution at Oxford e- Research Centre Matteo Turilli, David Wallom Eucalyptus is available in two versions: open source and enterprise. Within this
StACC: St Andrews Cloud Computing Co laboratory. A Performance Comparison of Clouds. Amazon EC2 and Ubuntu Enterprise Cloud
StACC: St Andrews Cloud Computing Co laboratory A Performance Comparison of Clouds Amazon EC2 and Ubuntu Enterprise Cloud Jonathan S Ward StACC (pronounced like 'stack') is a research collaboration launched
opening the clouds qualitative overview of the state-of-the-art open source cloud management platforms. ACM, middleware 2009 conference
opening the clouds qualitative overview of the state-of-the-art open source cloud management platforms. Orange Labs, San Francisco Jeremy Huylebroeck, Damien Cerbelaud, Shishir Garg agenda context and
Comparison of Open Source Cloud System for Small and Medium Sized Enterprises
, pp.276-282 http://dx.doi.org/10.14257/astl.2014.51.63 Comparison of Open Source Cloud System for Small and Medium Sized Enterprises Yasuo Uchida 1, Seigo Matsuno 1, Makoto Sakamoto 2 1 Ube National College
Private Cloud in Educational Institutions: An Implementation using UEC
Private Cloud in Educational Institutions: An Implementation using UEC D. Sudha Devi L.Yamuna Devi K.Thilagavathy,Ph.D P.Aruna N.Priya S. Vasantha,Ph.D ABSTRACT Cloud Computing, the emerging technology,
How To Compare Cloud Computing To Cloud Platforms And Cloud Computing
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
LSKA 2010 Survey Report I Device Drivers & Cloud Computing
LSKA 2010 Survey Report I Device Drivers & Cloud Computing Yu Huang and Hao-Chung Yang {r98922015, r98944016}@csie.ntu.edu.tw Department of Computer Science and Information Engineering March 31, 2010 Abstract
Cloud Computing and E-Commerce
Cloud Computing and E-Commerce Cloud Computing turns Computing Power into a Virtual Good for E-Commerrce is Implementation Partner of 4FriendsOnly.com Internet Technologies AG VirtualGoods, Koblenz, September
GridKa School 2010 Cloud Computing Workshop
GridKa School 2010 Cloud Computing Workshop Christian Baun, Matthias Bonn, Thomas Hauth, Marcel Kunze, Tobias Kurze, Viktor Mauch (SCC), Research Group Cloud Computing KIT University of the State of Baden-Wuerttemberg
Cornell University Center for Advanced Computing
Cornell University Center for Advanced Computing David A. Lifka - lifka@cac.cornell.edu Director - Cornell University Center for Advanced Computing (CAC) Director Research Computing - Weill Cornell Medical
Efficient Cloud Management for Parallel Data Processing In Private Cloud
2012 International Conference on Information and Network Technology (ICINT 2012) IPCSIT vol. 37 (2012) (2012) IACSIT Press, Singapore Efficient Cloud Management for Parallel Data Processing In Private
The KOALA Cloud Management Service
The KOALA Cloud Management Service A Modern Approach for Cloud Infrastructure Management CloudCP 1 st International Workshop on Cloud Computing Platforms at EuroSys 2011 Christian Baun, Marcel Kunze April
Sistemi Operativi e Reti. Cloud Computing
1 Sistemi Operativi e Reti Cloud Computing Facoltà di Scienze Matematiche Fisiche e Naturali Corso di Laurea Magistrale in Informatica Osvaldo Gervasi ogervasi@computer.org 2 Introduction Technologies
Data Centers and Cloud Computing
Data Centers and Cloud Computing CS377 Guest Lecture Tian Guo 1 Data Centers and Cloud Computing Intro. to Data centers Virtualization Basics Intro. to Cloud Computing Case Study: Amazon EC2 2 Data Centers
III Level Course, 2011 Free Software. Dott. Bertoldo Silvano Ing. Terzo Olivier
III Level Course, 2011 Free Software Dott. Bertoldo Silvano Ing. Terzo Olivier 1 1. Introduction to Grid and Cloud Computing 2. Open Source Software in Grid and Cloud Computing 2.1 Hypervisor 2.2 Cloud
Mobile Cloud Computing T-110.5121 Open Source IaaS
Mobile Cloud Computing T-110.5121 Open Source IaaS Tommi Mäkelä, Otaniemi Evolution Mainframe Centralized computation and storage, thin clients Dedicated hardware, software, experienced staff High capital
Comparing Open Source Private Cloud (IaaS) Platforms
Comparing Open Source Private Cloud (IaaS) Platforms Lance Albertson OSU Open Source Lab Associate Director of Operations lance@osuosl.org / @ramereth About me OSU Open Source Lab Server hosting for Open
Grid Computing Vs. Cloud Computing
International Journal of Information and Computation Technology. ISSN 0974-2239 Volume 3, Number 6 (2013), pp. 577-582 International Research Publications House http://www. irphouse.com /ijict.htm Grid
Comparing Ganeti to other Private Cloud Platforms. Lance Albertson Director lance@osuosl.org @ramereth
Comparing Ganeti to other Private Cloud Platforms Lance Albertson Director lance@osuosl.org @ramereth About me OSU Open Source Lab Server hosting for Open Source Projects Open Source development projects
wu.cloud: Insights Gained from Operating a Private Cloud System
wu.cloud: Insights Gained from Operating a Private Cloud System Stefan Theußl, Institute for Statistics and Mathematics WU Wirtschaftsuniversität Wien March 23, 2011 1 / 14 Introduction In statistics we
The Eucalyptus Open-source Cloud Computing System
The Eucalyptus Open-source Cloud Computing System Chris Grzegorczyk, Dan Nurmi, Graziano Obertelli, Rich Wolski, Sunil Soman, Lamia Youseff, Dmitrii Zagorodnov University of California, Santa Barbara Cloud
RED HAT CLOUD SUITE FOR APPLICATIONS
RED HAT CLOUD SUITE FOR APPLICATIONS DATASHEET AT A GLANCE Red Hat Cloud Suite: Provides a single platform to deploy and manage applications. Offers choice and interoperability without vendor lock-in.
CHAPTER 2 THEORETICAL FOUNDATION
CHAPTER 2 THEORETICAL FOUNDATION 2.1 Theoretical Foundation Cloud computing has become the recent trends in nowadays computing technology world. In order to understand the concept of cloud, people should
Cornell University Center for Advanced Computing
Cornell University Center for Advanced Computing David A. Lifka - lifka@cac.cornell.edu Director - Cornell University Center for Advanced Computing (CAC) Director Research Computing - Weill Cornell Medical
Setting up a private cloud for academic environment with open source software
Setting up a private cloud for academic environment with open source software Cloud Computing Course ITU of Copenhagen February 27 th, 2012 Who am I? Zoran Pantić Infrastructure Architect & Systems Specialist
Performance Management for Cloudbased STC 2012
Performance Management for Cloudbased Applications STC 2012 1 Agenda Context Problem Statement Cloud Architecture Need for Performance in Cloud Performance Challenges in Cloud Generic IaaS / PaaS / SaaS
Intro to Virtualization
Cloud@Ceid Seminars Intro to Virtualization Christos Alexakos Computer Engineer, MSc, PhD C. Sysadmin at Pattern Recognition Lab 1 st Seminar 19/3/2014 Contents What is virtualization How it works Hypervisor
CS 695 Topics in Virtualization and Cloud Computing. Introduction
CS 695 Topics in Virtualization and Cloud Computing Introduction This class What does virtualization and cloud computing mean? 2 Cloud Computing The in-vogue term Everyone including his/her dog want something
OSDC PIRE Summer Internship, Sao Paulo, Brazil: Integration of Remote Clusters Under the Same Cloud
OSDC PIRE Summer Internship, Sao Paulo, Brazil: Integration of Remote Clusters Under the Same Cloud Felipe Navarro Florida International University Computer Engineering Master s Student Cloud Computing
Enabling Technologies for Distributed and Cloud Computing
Enabling Technologies for Distributed and Cloud Computing Dr. Sanjay P. Ahuja, Ph.D. 2010-14 FIS Distinguished Professor of Computer Science School of Computing, UNF Multi-core CPUs and Multithreading
4 SCS Deployment Infrastructure on Cloud Infrastructures
4 SCS Deployment Infrastructure on Cloud Infrastructures We defined the deployment process as a set of inter-related activities to make a piece of software ready to use. To get an overview of what this
Setting up of an Open Source based Private Cloud
www.ijcsi.org 354 Setting up of an Open Source based Private Cloud Dr.G.R.Karpagam 1, J.Parkavi 2 1 Professor, Department of Computer Science and Engineering, PSG College of Technology, Coimbatore-641
Towards a New Model for the Infrastructure Grid
INTERNATIONAL ADVANCED RESEARCH WORKSHOP ON HIGH PERFORMANCE COMPUTING AND GRIDS Cetraro (Italy), June 30 - July 4, 2008 Panel: From Grids to Cloud Services Towards a New Model for the Infrastructure Grid
Computing Service Provision in P2P Clouds
Computing Service Provision in P2P Clouds Ghislain FOUODJI TASSE Supervisor: DR. Karen BRADSHAW Department of Computer Science Rhodes University Research Statement Leverage advantages of cloud computing
Infrastructure as a Service (IaaS)
Infrastructure as a Service (IaaS) (ENCS 691K Chapter 4) Roch Glitho, PhD Associate Professor and Canada Research Chair My URL - http://users.encs.concordia.ca/~glitho/ References 1. R. Moreno et al.,
Cloud Providers, SciCloudand
Basics of Cloud Computing Lecture 2 Cloud Providers, SciCloudand Research on Cloud at UT Satish Srirama Outline Cloud computing services recap Amazon cloud services Elastic Compute Cloud (EC2) Storage
Cluster, Grid, Cloud Concepts
Cluster, Grid, Cloud Concepts Kalaiselvan.K Contents Section 1: Cluster Section 2: Grid Section 3: Cloud Cluster An Overview Need for a Cluster Cluster categorizations A computer cluster is a group of
SLA Driven Load Balancing For Web Applications in Cloud Computing Environment
SLA Driven Load Balancing For Web Applications in Cloud Computing Environment More Amar amarmore2006@gmail.com Kulkarni Anurag anurag.kulkarni@yahoo.com Kolhe Rakesh rakeshkolhe139@gmail.com Kothari Rupesh
How To Install Eucalyptus (Cont'D) On A Cloud) On An Ubuntu Or Linux (Contd) Or A Windows 7 (Cont') (Cont'T) (Bsd) (Dll) (Amd)
Installing Eucalyptus Past, Present, and Future Eucalyptus Overview Most widely deployed software platform for on-premise IaaS clouds 25,000+ cloud starts as of mid 2011 AWS-compatible, enterprise-deployed
Virtualization Overview. Yao-Min Chen
Virtualization Overview Yao-Min Chen The new look of computing 10/15/2010 Virtualization Overview 2 Outline Intro to Virtualization (V14n) V14n and Cloud Computing V14n Technologies 10/15/2010 Virtualization
Cloud Design and Implementation. Cheng Li MPI-SWS Nov 9 th, 2010
Cloud Design and Implementation Cheng Li MPI-SWS Nov 9 th, 2010 1 Modern Computing CPU, Mem, Disk Academic computation Chemistry, Biology Large Data Set Analysis Online service Shopping Website Collaborative
Cloud Computing and Open Source: Watching Hype meet Reality
Cloud Computing and Open Source: Watching Hype meet Reality Rich Wolski UCSB Computer Science Eucalyptus Systems Inc. May 26, 2011 Exciting Weather Forecasts 99 M 167 M 6.5 M What is a cloud? SLAs Web
Basics of Virtualisation
Basics of Virtualisation Volker Büge Institut für Experimentelle Kernphysik Universität Karlsruhe Die Kooperation von The x86 Architecture Why do we need virtualisation? x86 based operating systems are
Auto-Scaling Model for Cloud Computing System
Auto-Scaling Model for Cloud Computing System Che-Lun Hung 1*, Yu-Chen Hu 2 and Kuan-Ching Li 3 1 Dept. of Computer Science & Communication Engineering, Providence University 2 Dept. of Computer Science
Data Processing in the Cloud at Yahoo!
Data Processing in the Cloud at Sanjay Radia Chief Architect, Hadoop/Grid Sradia@yahoo-inc.com Cloud Computing & Data Infrastructure Yahoo Inc. 1 Outline What are clouds and their benefits Clouds at Yahoo
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...
CS 695 Topics in Virtualization and Cloud Computing and Storage Systems. Introduction
CS 695 Topics in Virtualization and Cloud Computing and Storage Systems Introduction Hot or not? source: Gartner Hype Cycle for Emerging Technologies, 2014 2 Source: http://geekandpoke.typepad.com/ 3 Cloud
Neptune. A Domain Specific Language for Deploying HPC Software on Cloud Platforms. Chris Bunch Navraj Chohan Chandra Krintz Khawaja Shams
Neptune A Domain Specific Language for Deploying HPC Software on Cloud Platforms Chris Bunch Navraj Chohan Chandra Krintz Khawaja Shams ScienceCloud 2011 @ San Jose, CA June 8, 2011 Cloud Computing Three
Cloud Computing with Red Hat Solutions. Sivaram Shunmugam Red Hat Asia Pacific Pte Ltd. sivaram@redhat.com
Cloud Computing with Red Hat Solutions Sivaram Shunmugam Red Hat Asia Pacific Pte Ltd sivaram@redhat.com Linux Automation Details Red Hat's Linux Automation strategy for next-generation IT infrastructure
T-110.5121 Mobile Cloud Computing Private Cloud & Assignment 2 19.10.2011
T-110.5121 Mobile Cloud Computing Private Cloud & Assignment 2 19.10.2011 Yrjö Raivio, Koushik Annapureddy, Ramasivakarthik Mallavarapu Aalto University, School of Science Department of Computer Science
I/O Virtualization Bottlenecks in Cloud Computing Today
I/O Virtualization Bottlenecks in Cloud Computing Today Jeffrey Shafer Rice University Houston, TX shafer@rice.edu ABSTRACT Cloud computing is gaining popularity as a way to virtualize the datacenter and
LOGO Resource Management for Cloud Computing
LOGO Resource Management for Cloud Computing Supervisor : Dr. Pham Tran Vu Presenters : Nguyen Viet Hung - 11070451 Tran Le Vinh - 11070487 Date : April 16, 2012 Contents Introduction to Cloud Computing
Analysis and Research of Cloud Computing System to Comparison of Several Cloud Computing Platforms
Volume 1, Issue 1 ISSN: 2320-5288 International Journal of Engineering Technology & Management Research Journal homepage: www.ijetmr.org Analysis and Research of Cloud Computing System to Comparison of
Development of Private Cloud
International Journal of Scientific and Research Publications, Volume 3, Issue 12, December 2013 1 Development of Private Cloud Mr. Likhesh Nilkanth Kolhe 1, Prof. Sachin Bojewar 2 1 PG Scholar, Dept of
International Journal of Engineering Research & Management Technology
International Journal of Engineering Research & Management Technology March- 2015 Volume 2, Issue-2 Survey paper on cloud computing with load balancing policy Anant Gaur, Kush Garg Department of CSE SRM
Cloud computing - Architecting in the cloud
Cloud computing - Architecting in the cloud anna.ruokonen@tut.fi 1 Outline Cloud computing What is? Levels of cloud computing: IaaS, PaaS, SaaS Moving to the cloud? Architecting in the cloud Best practices
SERVER 101 COMPUTE MEMORY DISK NETWORK
Cloud Computing ก ก ก SERVER 101 COMPUTE MEMORY DISK NETWORK SERVER 101 1 GHz = 1,000.000.000 Cycle/Second 1 CPU CYCLE VIRTUALIZATION 101 VIRTUALIZATION 101 VIRTUALIZATION 101 HISTORY YEAR 1800 YEARS LATER
Billing System: An Accounting Solution for the Private Cloud with Eucalyptus
CMSC 190 SPECIAL PROBLEM, INSTITUTE OF COMPUTER SCIENCE 1 Billing System: An Accounting Solution for the Private Cloud with Eucalyptus Regelyn T. Bañacia, Chryss Ann A. Belaguin, Rodolfo N. Duldulao, Jr.
Cloud Computing an introduction
Prof. Dr. Claudia Müller-Birn Institute for Computer Science, Networked Information Systems Cloud Computing an introduction January 30, 2012 Netzprogrammierung (Algorithmen und Programmierung V) Our topics
Comparison and Evaluation of Open-source Cloud Management Software
Comparison and Evaluation of Open-source Cloud Management Software SRIVATSAN JAGANNATHAN Masters Degree Project Stockholm, Sweden XR-EE-LCN 2012:008 Comparison and Evaluation of Open-source Cloud Management
Oracle Applications and Cloud Computing - Future Direction
Oracle Applications and Cloud Computing - Future Direction February 26, 2010 03:00 PM 03:40 PM Presented By Subash Krishnaswamy skrishna@astcorporation.com Vijay Tirumalai vtirumalai@astcorporation.com
CLOUD COMPUTING. When It's smarter to rent than to buy
CLOUD COMPUTING When It's smarter to rent than to buy Is it new concept? Nothing new In 1990 s, WWW itself Grid Technologies- Scientific applications Online banking websites More convenience Not to visit
New Data Center architecture
New Data Center architecture DigitPA Conference 2010, Rome, Italy Silvano Gai Consulting Professor Stanford University Fellow Cisco Systems 1 Cloud Computing The current buzzword ;-) Your computing is
Data Centers and Cloud Computing. Data Centers
Data Centers and Cloud Computing Intro. to Data centers Virtualization Basics Intro. to Cloud Computing 1 Data Centers Large server and storage farms 1000s of servers Many TBs or PBs of data Used by Enterprises
IOS110. Virtualization 5/27/2014 1
IOS110 Virtualization 5/27/2014 1 Agenda What is Virtualization? Types of Virtualization. Advantages and Disadvantages. Virtualization software Hyper V What is Virtualization? Virtualization Refers to
Introduction to Cloud Computing
Introduction to Cloud Computing Adam Skogman, Jayway Photo by Mark Bonassera Start-up? Overwhelmed? Successful? Waiting for IT? Ease Didn t We Solve This? Flexibility Ease Didn t We Solve This? Web Hotel
A STUDY ON OPEN SOURCE CLOUD COMPUTING PLATFORMS
31 A STUDY ON OPEN SOURCE CLOUD COMPUTING PLATFORMS ABSTRACT PROF. ANITA S. PILLAI*; PROF. L.S. SWASTHIMATHI** *Faculty, Prin. L. N. Welingkar Institute of Management Development & Research, Bengaluru,
Enabling Technologies for Distributed Computing
Enabling Technologies for Distributed Computing Dr. Sanjay P. Ahuja, Ph.D. Fidelity National Financial Distinguished Professor of CIS School of Computing, UNF Multi-core CPUs and Multithreading Technologies
Performance Evaluation of the XDEM framework on the OpenStack Cloud Computing Middleware
Performance Evaluation of the XDEM framework on the OpenStack Cloud Computing Middleware 1 / 17 Performance Evaluation of the XDEM framework on the OpenStack Cloud Computing Middleware X. Besseron 1 V.
Intel Cloud Builder Guide to Cloud Design and Deployment on Intel Platforms
Intel Cloud Builder Guide to Cloud Design and Deployment on Intel Platforms Ubuntu* Enterprise Cloud Executive Summary Intel Cloud Builder Guide Intel Xeon Processor Ubuntu* Enteprise Cloud Canonical*
The Art of Virtualization with Free Software
Master on Free Software 2009/2010 {mvidal,jfcastro}@libresoft.es GSyC/Libresoft URJC April 24th, 2010 (cc) 2010. Some rights reserved. This work is licensed under a Creative Commons Attribution-Share Alike
Cloud Infrastructure Pattern
1 st LACCEI International Symposium on Software Architecture and Patterns (LACCEI-ISAP-MiniPLoP 2012), July 23-27, 2012, Panama City, Panama. Cloud Infrastructure Pattern Keiko Hashizume Florida Atlantic
UBUNTU DISK IO BENCHMARK TEST RESULTS
UBUNTU DISK IO BENCHMARK TEST RESULTS FOR JOYENT Revision 2 January 5 th, 2010 The IMS Company Scope: This report summarizes the Disk Input Output (IO) benchmark testing performed in December of 2010 for
FREE AND OPEN SOURCE SOFTWARE FOR CLOUD COMPUTING SERENA SPINOSO (serena.spinoso@polito.it) FULVIO VALENZA (fulvio.valenza@polito.
+ FREE AND OPEN SOURCE SOFTWARE FOR CLOUD COMPUTING SERENA SPINOSO (serena.spinoso@polito.it) FULVIO VALENZA (fulvio.valenza@polito.it) + OUTLINE INTRODUCTION OF CLOUD DEFINITION OF CLOUD BASIC CLOUD COMPONENTS
Cloud Computing: a Perspective Study
Cloud Computing: a Perspective Study Lizhe WANG, Gregor von LASZEWSKI, Younge ANDREW, Xi HE Service Oriented Cyberinfrastruture Lab, Rochester Inst. of Tech. Lomb Memorial Drive, Rochester, NY 14623, U.S.
Building an AWS-Compatible Hybrid Cloud with OpenStack
Building an AWS-Compatible Hybrid Cloud with OpenStack AWS is Transforming IT Amazon Web Services (AWS) commands a significant lead in the public cloud services market, with revenue estimated to grow from
IaaS Cloud Architectures: Virtualized Data Centers to Federated Cloud Infrastructures
IaaS Cloud Architectures: Virtualized Data Centers to Federated Cloud Infrastructures Dr. Sanjay P. Ahuja, Ph.D. 2010-14 FIS Distinguished Professor of Computer Science School of Computing, UNF Introduction
Data Centers and Cloud Computing. Data Centers. MGHPCC Data Center. Inside a Data Center
Data Centers and Cloud Computing Intro. to Data centers Virtualization Basics Intro. to Cloud Computing Data Centers Large server and storage farms 1000s of servers Many TBs or PBs of data Used by Enterprises
Infrastructure for Cloud Computing
Eucalyptus: an Open-Source Infrastructure for Cloud Computing Rich Wolski Chris Grzegorczyk, Dan Nurmi, Graziano Obertelli, Woody Rollins, Sunil Soman, Lamia Youseff, Dmitrii Zagorodnov The Eucalyptus
Linux/Open Source and Cloud computing Wim Coekaerts Senior Vice President, Linux and Virtualization Engineering
Linux/Open Source and Cloud computing Wim Coekaerts Senior Vice President, Linux and Virtualization Engineering NIST Definition of Cloud Computing Cloud computing is a model for enabling convenient, on-demand