Introduction to Cloud : Cloud and Cloud Storage. Lecture 2. Dr. Dalit Naor IBM Haifa Research Storage Systems. Dalit Naor, IBM Haifa Research

Size: px
Start display at page:

Download "Introduction to Cloud : Cloud and Cloud Storage. Lecture 2. Dr. Dalit Naor IBM Haifa Research Storage Systems. Dalit Naor, IBM Haifa Research"

Transcription

1 Introduction to Cloud : Cloud and Cloud Storage Lecture 2 Dr. Dalit Naor IBM Haifa Research Storage Systems 1 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

2 Content What is the Cloud paradigm Cloud principles and virtualization Cloud Storage and cost models How is it done? Cloud-based file systems Cloud object stores 2 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

3 What is a cloud and why is it interesting? Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. US National Institute of Standards and Technology, Information Technology Laboratory Key features of cloud: On-demand Shared Automated Network access Benefits of cloud: Speed and Agility Cost Savings Economies of scale, utilization improvement and standardization Pay-as-you-go for usage 3 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

4 Common Themes in all Definitions Infrastructure as-a-service Pay per use model: utility computing Scale/Elasticity Scale up and scale down (!!) Easy of use, management Highly automated management of resource pools Lower Cost thru Economy of scale 4 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

5 Public and Private Clouds: Business and Operational Models Public Cloud Owned and operated by companies that offer computing resources to others Used as pay-as-you-go No need to own hardware, software -> OPEX vs CAPEX Examples: Amazon Web Service, IBM SoftLayer, Microsoft Azure, Google AppEngine, Private Cloud Owned and operated by a single company for its internal use Internal datacenters Taking advantage of cloud s efficiencies, such as elasticity, virtualization, cost,.. Hybrid Cloud the reality! Uses a private cloud foundation combined with public cloud services. Uses public for some type of IT services, and standard legacy IT for mission critical applications Supports an evolution model, legacy 5 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

6 Infrastructure, Platform and Software as a Service Source: R. Paul Singh's Blog 6 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

7 Virtualization Abstraction of the physical layers and resources Widely exists in computer systems Memory, Storage, Compute, Networking Virtual machines Back to IBM s mainframe, IBM AIX/Power systems Revolution: X86 virtualization - VMWare - Linux KVM, Xen Virtual machines technology is the enablement for cloud computing Note: There are also bare-metal clouds, so Cloud holds even without virtual machine technology 7 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

8 Different cloud workloads need different classes of storage High-performance, co-located storage for XaaS Blocks/file to support compute E.g. Amazon EBS, Openstack NOVA General purpose data center NAS extension Files Fixed content depot Objects E.g. Amazon S3, Openstack Swift 8 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

9 Cloud (Online) Storage Networked online storage Data is stored in virtualized pools of storage may span across multiple data centers Typically hosted by a third party Customers use to store files or data objects. Cloud Object Storage protocols WAN (Cloud) Web based HTTP protocol Put/Get operations, for fixed content Enables new extensions: integrity, dedup. Doctor/ Patient 9 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

10 Source: 10 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

11 Costs Cost is typically a combination of Used Capacity Network data transfer Number of requests E.g. Storage pricing for Amazon S3 11 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

12 Storage pricing for Amazon S Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

13 Storage pricing for Amazon S Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

14 Collect, Store, Organize, Analyze Data TCO Total Cost of Ownership Usable vs Raw capacity Redundancy and durability levels, e.g. AWS regions and availability zones Fixed costs: administrators, power, floor space Optimization : tiering, backups Security if we have a 2 Terabyte model it would cost $ per month in US-West and US- East standard Reduced Redundancy Storage on Amazon S3 storage. At that point, you may as well treat yourself to the standard storage option which would run $ per month for the same 2 Terabytes. Over three years, that is over $7,000 to keep 2 Terabytes in the public storage cloud. Most on-premise storage systems would cost less, but in the disaster recovery use case the abstraction that cloud storage brings is priceless. But how much power, cooling, and operational expense would be avoided? How to determine if cloud storage is a cost savings, TechRepublic, March 4, 2013, 14 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

15 Today, Storage on the cloud is prevailing. Example: Five best storage cloud providers, June 2013 Free cloud storage is easy to come by these days anyone can give it out, and anyone can give out lots of it. However, the best cloud storage providers give you more than just storage. 15 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

16 But Limitations Data lock-in Security Multi tenancy Secure delete Data confidentiality and auditability How vulnerable is the cloud infrastructure Service Level Agreement - SLAs Cost is it REALY cheaper? 16 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

17 How is it done? the Internals Cloud File Systems Cloud Object Stores 17 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

18 Scalable File Systems Different design points than traditional file systems New architecture New, relaxed, protocols and systems operations (I/O and management) New solutions for resiliency and high availability based on replication, e.g. not RAID Support for computation Designed for new workloads: large streaming, sequential Writes or Analytics. Assumptions Based on commodity hardware Components always fail - Need self monitoring to detect, tolerate, and recover from failures Optimized for large files Results No POSIX API Each chunk is replicated d times (a typical value for d==3) Smart placement of chunks Scribed from: Clouddbms2011.pdf 18 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

19 Examples Hadoop File System (HDFS, Yahoo) Source: The Hadoop Distributed File System: Architecture and Design by Dhruba Borthakur 19 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

20 HDFS Architecture Source: NextGen Infrastructure for Big Data, IMEX Research 20 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

21 Examples Google File System (GFS) 2002 Source: 21 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

22 Cloud Object Storage Openstack / Swift RESTful APIs Swift storage: /container/object Get/Put/Delete Source: Swiftstack documentation 22 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

23 OpenStack Swift architecture/installation Source: 23 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

24 Cloud Object Storage Openstack / Swift Building Blocks Proxy Servers: Handles all incoming API requests. Rings: Map logical names of data to locations on particular disks. Zones: failure domains Storage Nodes Source: Swiftstack documentation 24 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

25 Cloud Object Storage Openstack / Swift Data model Accounts: tenants Containers: sets of objects Objects: The data itself, mapped to files on the local file system Partitions/Containers : Manage locations where data lives in the cluster. Replication Everything is stored three times (by default) Upon a disk failure, the data is replication to other zones, ensuring three copies Source : Swiftstack documentation 25 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

26 Summary Cloud is a paradigm shift Cloud Storage is prevailing Cloud Storage requires new storage architectures, e.g. Cloud file systems Cloud object stores 26 Advanced Topics in Storage Systems for Big Data - Spring 2014, Tel-Aviv University

IBM Spectrum Protect in the Cloud

IBM Spectrum Protect in the Cloud IBM Spectrum Protect in the Cloud. Disclaimer IBM s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice at IBM s sole discretion. Information regarding

More information

Cloud Storage: Efficient and Sustainable Solutions for Data Growth

Cloud Storage: Efficient and Sustainable Solutions for Data Growth Cloud Storage: Efficient and Sustainable Solutions for Data Growth Dalit Naor, PhD Manager, Storage Research IBM Haifa Research Lab Green IT School, University of Oslo October 2013 1 Who are we? IBM Research

More information

Cloud Computing: Making the right choices

Cloud Computing: Making the right choices Cloud Computing: Making the right choices Kalpak Shah Clogeny Technologies Pvt Ltd 1 About Me Kalpak Shah Founder & CEO, Clogeny Technologies Passionate about economics and technology evolving through

More information

ZADARA STORAGE. Managed, hybrid storage EXECUTIVE SUMMARY. Research Brief

ZADARA STORAGE. Managed, hybrid storage EXECUTIVE SUMMARY. Research Brief ZADARA STORAGE Managed, hybrid storage Research Brief EXECUTIVE SUMMARY In 2013, Neuralytix first documented Zadara s rise to prominence in the then, fledgling integrated on-premise and in-cloud storage

More information

Cloud Courses Description

Cloud Courses Description Cloud Courses Description Cloud 101: Fundamental Cloud Computing and Architecture Cloud Computing Concepts and Models. Fundamental Cloud Architecture. Virtualization Basics. Cloud platforms: IaaS, PaaS,

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

Making a Smooth Transition to a Hybrid Cloud with Microsoft Cloud OS

Making a Smooth Transition to a Hybrid Cloud with Microsoft Cloud OS Making a Smooth Transition to a Hybrid Cloud with Microsoft Cloud OS Transitioning from today s highly virtualized data center environments to a true cloud environment requires solutions that let companies

More information

Cloud Courses Description

Cloud Courses Description Courses Description 101: Fundamental Computing and Architecture Computing Concepts and Models. Data center architecture. Fundamental Architecture. Virtualization Basics. platforms: IaaS, PaaS, SaaS. deployment

More information

cloud functionality: advantages and Disadvantages

cloud functionality: advantages and Disadvantages Whitepaper RED HAT JOINS THE OPENSTACK COMMUNITY IN DEVELOPING AN OPEN SOURCE, PRIVATE CLOUD PLATFORM Introduction: CLOUD COMPUTING AND The Private Cloud cloud functionality: advantages and Disadvantages

More information

Sistemi Operativi e Reti. Cloud Computing

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

More information

Building Out Your Cloud-Ready Solutions. Clark D. Richey, Jr., Principal Technologist, DoD

Building Out Your Cloud-Ready Solutions. Clark D. Richey, Jr., Principal Technologist, DoD Building Out Your Cloud-Ready Solutions Clark D. Richey, Jr., Principal Technologist, DoD Slide 1 Agenda Define the problem Explore important aspects of Cloud deployments Wrap up and questions Slide 2

More information

Dr Markus Hagenbuchner markus@uow.edu.au CSCI319. Introduction to Cloud Computing

Dr Markus Hagenbuchner markus@uow.edu.au CSCI319. Introduction to Cloud Computing Dr Markus Hagenbuchner markus@uow.edu.au CSCI319 Introduction to Cloud Computing CSCI319 Chapter 1 Page: 1 of 10 Content and Objectives 1. Introduce to cloud computing 2. Develop and understanding to how

More information

Getting performance & scalability on standard platforms, the Object vs Block storage debate. Copyright 2013 MPSTOR LTD. All rights reserved.

Getting performance & scalability on standard platforms, the Object vs Block storage debate. Copyright 2013 MPSTOR LTD. All rights reserved. Getting performance & scalability on standard platforms, the Object vs Block storage debate 1 December Webinar Session Getting performance & scalability on standard platforms, the Object vs Block storage

More information

Part V Applications. What is cloud computing? SaaS has been around for awhile. Cloud Computing: General concepts

Part V Applications. What is cloud computing? SaaS has been around for awhile. Cloud Computing: General concepts Part V Applications Cloud Computing: General concepts Copyright K.Goseva 2010 CS 736 Software Performance Engineering Slide 1 What is cloud computing? SaaS: Software as a Service Cloud: Datacenters hardware

More information

Overview. The Cloud. Characteristics and usage of the cloud Realities and risks of the cloud

Overview. The Cloud. Characteristics and usage of the cloud Realities and risks of the cloud Overview The purpose of this paper is to introduce the reader to the basics of cloud computing or the cloud with the aim of introducing the following aspects: Characteristics and usage of the cloud Realities

More information

A Gentle Introduction to Cloud Computing

A Gentle Introduction to Cloud Computing A Gentle Introduction to Cloud Computing Source: Wikipedia Platform Computing, Inc. Platform Clusters, Grids, Clouds, Whatever Computing The leader in managing large scale shared environments o 18 years

More information

www.basho.com Technical Overview Simple, Scalable, Object Storage Software

www.basho.com Technical Overview Simple, Scalable, Object Storage Software www.basho.com Technical Overview Simple, Scalable, Object Storage Software Table of Contents Table of Contents... 1 Introduction & Overview... 1 Architecture... 2 How it Works... 2 APIs and Interfaces...

More information

Zadara Storage Cloud A whitepaper. @ZadaraStorage

Zadara Storage Cloud A whitepaper. @ZadaraStorage Zadara Storage Cloud A whitepaper @ZadaraStorage Zadara delivers two solutions to its customers: On- premises storage arrays Storage as a service from 31 locations globally (and counting) Some Zadara customers

More information

Managing Traditional Workloads Together with Cloud Computing Workloads

Managing Traditional Workloads Together with Cloud Computing Workloads Managing Traditional Workloads Together with Cloud Computing Workloads Table of Contents Introduction... 3 Cloud Management Challenges... 3 Re-thinking of Cloud Management Solution... 4 Teraproc Cloud

More information

Big data Devices Apps

Big data Devices Apps Trends driving IT pressures Cloud Big data Devices Apps Devices: Info Workers Will Erase Boundary Between enterprise And Consumer Technologies. Forrester Research. August 30, 2012 Apps: Gartner: Predicts

More information

HP OpenStack & Automation

HP OpenStack & Automation HP OpenStack & Automation Where we are heading Thomas Goh Cloud Computing Cloud Computing Cloud computing is a model for enabling ubiquitous network access to a shared pool of configurable computing resources.

More information

Product Brochure. Hedvig Distributed Storage Platform Modern Storage for Modern Business. Elastic. Accelerate data to value. Simple.

Product Brochure. Hedvig Distributed Storage Platform Modern Storage for Modern Business. Elastic. Accelerate data to value. Simple. Product Brochure Elastic Scales to petabytes of data Start with as few as two nodes and scale to thousands. Add capacity if and when needed. Embrace the economics of commodity x86 infrastructure to build

More information

Storage for Different Compute Clouds

Storage for Different Compute Clouds Storage for Different Compute Clouds Session D-203, OpenStorage: Use Cases Joe Arnold CEO, SwiftStack Inc. October 2013 1 Storage for Different Compute Clouds Essential elements of Cloud Different compute

More information

Virtualizing Apache Hadoop. June, 2012

Virtualizing Apache Hadoop. June, 2012 June, 2012 Table of Contents EXECUTIVE SUMMARY... 3 INTRODUCTION... 3 VIRTUALIZING APACHE HADOOP... 4 INTRODUCTION TO VSPHERE TM... 4 USE CASES AND ADVANTAGES OF VIRTUALIZING HADOOP... 4 MYTHS ABOUT RUNNING

More information

IBM ELASTIC STORAGE SEAN LEE

IBM ELASTIC STORAGE SEAN LEE IBM ELASTIC STORAGE SEAN LEE Solution Architect Platform Computing Division IBM Greater China Group Agenda Challenges in Data Management What is IBM Elastic Storage Key Features Elastic Storage Server

More information

Planning the Migration of Enterprise Applications to the Cloud

Planning the Migration of Enterprise Applications to the Cloud Planning the Migration of Enterprise Applications to the Cloud A Guide to Your Migration Options: Private and Public Clouds, Application Evaluation Criteria, and Application Migration Best Practices Introduction

More information

MaxDeploy Hyper- Converged Reference Architecture Solution Brief

MaxDeploy Hyper- Converged Reference Architecture Solution Brief MaxDeploy Hyper- Converged Reference Architecture Solution Brief MaxDeploy Reference Architecture solutions are configured and tested for support with Maxta software- defined storage and with industry

More information

Microsoft Private Cloud Fast Track

Microsoft Private Cloud Fast Track Microsoft Private Cloud Fast Track Microsoft Private Cloud Fast Track is a reference architecture designed to help build private clouds by combining Microsoft software with Nutanix technology to decrease

More information

A.Prof. Dr. Markus Hagenbuchner markus@uow.edu.au. CSCI319 A Brief Introduction to Cloud Computing. CSCI319 Page: 1

A.Prof. Dr. Markus Hagenbuchner markus@uow.edu.au. CSCI319 A Brief Introduction to Cloud Computing. CSCI319 Page: 1 A.Prof. Dr. Markus Hagenbuchner markus@uow.edu.au CSCI319 A Brief Introduction to Cloud Computing CSCI319 Page: 1 Content and Objectives 1. Introduce to cloud computing 2. Develop and understanding to

More information

Elastic Cloud Infrastructure:

Elastic Cloud Infrastructure: WHITE PAPER Elastic Cloud Infrastructure: Agile, Efficient and Under Your Control - 1 - INTRODUCTION Most businesses want to spend less time and money building and managing infrastructure to focus resources

More information

OpenStack Cloud Migration:

OpenStack Cloud Migration: OpenStack Cloud Migration: Cloud Migration from VMware to OpenStack July 07, 2015 DONGJOON MIN ISA TECHNOLOGIES,INC. djmin@zconverter.com 1 Table of Contents Executive Summary.. 3 What is V2C Cloud Migration..

More information

Are You in Control of Your Cloud Data? Expanded options for keeping your enterprise in the driver s seat

Are You in Control of Your Cloud Data? Expanded options for keeping your enterprise in the driver s seat Are You in Control of Your Cloud Data? Expanded options for keeping your enterprise in the driver s seat EXECUTIVE SUMMARY Hybrid IT is a fact of life in companies today. Increasingly, the way to deploy

More information

Software-Defined Networks Powered by VellOS

Software-Defined Networks Powered by VellOS WHITE PAPER Software-Defined Networks Powered by VellOS Agile, Flexible Networking for Distributed Applications Vello s SDN enables a low-latency, programmable solution resulting in a faster and more flexible

More information

Elastic Private Clouds

Elastic Private Clouds White Paper Elastic Private Clouds Agile, Efficient and Under Your Control 1 Introduction Most businesses want to spend less time and money building and managing IT infrastructure to focus resources on

More information

Looming server failure / datacenter disaster adds a thrill to the job

Looming server failure / datacenter disaster adds a thrill to the job QUIZ: 5 Reasons NOT to consider Cloud Infrastructure as a Service (IaaS) Higher administrative requirements = job security Our company/organization has far too much $$$ Empty datacenters feel lonely Who

More information

StorPool Distributed Storage. Software-Defined. Business Overview

StorPool Distributed Storage. Software-Defined. Business Overview StorPool Distributed Storage. Software-Defined. Business Overview StorPool, 2015 Page 1 of 5 About StorPool StorPool is the leading vendor of distributed storage software. Our innovative solution eradicates

More information

GPFS Cloud ILM. IBM Research - Zurich. Storage Research Technology Outlook

GPFS Cloud ILM. IBM Research - Zurich. Storage Research Technology Outlook IBM Research - Zurich GPFS Cloud ILM Storage Research Technology Outlook Dr. Thomas Weigold (twe@zurich.ibm.com) Manager Cloud Storage & Security IBM Research Zurich Why Cloud Storage? Economics! Lower

More information

Cloud Computing Paradigm Shift. Jan Šedivý

Cloud Computing Paradigm Shift. Jan Šedivý Cloud Computing Paradigm Shift Jan Šedivý Business expectations Improving business processes Reducing enterprise costs Increasing the use of information/analytics Improving enterprise workforce effectiveness

More information

MPSTOR Technology Overview

MPSTOR Technology Overview MPSTOR Technology Overview Delivering operational efficiency to the datacenter through software defined storage enabling data centers generate new higher margin revenue streams via a single programmable

More information

Implementing Multi-Tenanted Storage for Service Providers with Cloudian HyperStore. The Challenge SOLUTION GUIDE

Implementing Multi-Tenanted Storage for Service Providers with Cloudian HyperStore. The Challenge SOLUTION GUIDE Implementing Multi-Tenanted Storage for Service Providers with Cloudian HyperStore COST EFFECTIVE SCALABLE STORAGE PLATFORM FOR CLOUD STORAGE SERVICES SOLUTION GUIDE The Challenge Service providers (MSPs/ISPs/ASPs)

More information

Flash Use Cases Traditional Infrastructure vs Hyperscale

Flash Use Cases Traditional Infrastructure vs Hyperscale Flash Use Cases Traditional Infrastructure vs Hyperscale Steve Knipple, CTO / VP Engineering Atmosera : Global Hybrid Managed Services Provider Agenda Speaker Perspective The Infrastructure Market Traditional

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

SwiftStack Filesystem Gateway Architecture

SwiftStack Filesystem Gateway Architecture WHITEPAPER SwiftStack Filesystem Gateway Architecture March 2015 by Amanda Plimpton Executive Summary SwiftStack s Filesystem Gateway expands the functionality of an organization s SwiftStack deployment

More information

Trends in Cloud Computing and Data Intensive Networks. PASIG Malta - 25 June 2009

Trends in Cloud Computing and Data Intensive Networks. PASIG Malta - 25 June 2009 Trends in Cloud Computing and Data Intensive Networks PASIG Malta - 25 June 2009 Stephen Perrenod, Ph.D. Mgr. HPC & Cloud Business, APAC Sun Microsystems 1 All Clouds Share Key Traits One Service Fits

More information

2) Xen Hypervisor 3) UEC

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

More information

The Private Cloud Your Controlled Access Infrastructure

The Private Cloud Your Controlled Access Infrastructure White Paper: Private Clouds The ongoing debate on the differences between a Public and Private Cloud are broad and often loud. The bottom line is that it s really about how the resource, or computing power,

More information

OpenStack IaaS. Rhys Oxenham OSEC.pl BarCamp, Warsaw, Poland November 2013

OpenStack IaaS. Rhys Oxenham OSEC.pl BarCamp, Warsaw, Poland November 2013 OpenStack IaaS 1 Rhys Oxenham OSEC.pl BarCamp, Warsaw, Poland November 2013 Disclaimer The information provided within this presentation is for educational purposes only and was prepared for a community

More information

Storage Architectures for Big Data in the Cloud

Storage Architectures for Big Data in the Cloud Storage Architectures for Big Data in the Cloud Sam Fineberg HP Storage CT Office/ May 2013 Overview Introduction What is big data? Big Data I/O Hadoop/HDFS SAN Distributed FS Cloud Summary Research Areas

More information

Infrastructure as a Service

Infrastructure as a Service Infrastructure as a Service Jose Castro Leon CERN IT/OIS Cloud Computing On-Demand Self-Service Scalability and Efficiency Resource Pooling Rapid elasticity 2 Infrastructure as a Service Objectives 90%

More information

SUSE Storage. FUT7537 Software Defined Storage Introduction and Roadmap: Getting your tentacles around data growth. Larry Morris

SUSE Storage. FUT7537 Software Defined Storage Introduction and Roadmap: Getting your tentacles around data growth. Larry Morris SUSE FUT7537 Software Defined Introduction and Roadmap: Getting your tentacles around data growth Larry Morris Sr. Product Manager lmorris@suse.com AGENDA Enterprise Market SUSE Product SUSE Solutions

More information

Understanding Object Storage and How to Use It

Understanding Object Storage and How to Use It SWIFTSTACK WHITEPAPER An IT Expert Guide: Understanding Object Storage and How to Use It November 2014 The explosion of unstructured data is creating a groundswell of interest in object storage, certainly

More information

Availability Digest. www.availabilitydigest.com. @availabilitydig. HPE Helion Private Cloud and Cloud Broker Services February 2016

Availability Digest. www.availabilitydigest.com. @availabilitydig. HPE Helion Private Cloud and Cloud Broker Services February 2016 the Availability Digest @availabilitydig HPE Helion Private Cloud and Cloud Broker Services February 2016 HPE Helion is a complete portfolio of cloud products and services that offers enterprise security,

More information

Using SUSE Cloud to Orchestrate Multiple Hypervisors and Storage at ADP

Using SUSE Cloud to Orchestrate Multiple Hypervisors and Storage at ADP Using SUSE Cloud to Orchestrate Multiple Hypervisors and Storage at ADP Agenda ADP Cloud Vision and Requirements Introduction to SUSE Cloud Overview Whats New VMWare intergration HyperV intergration ADP

More information

Introduction to. Cloud Computing

Introduction to. Cloud Computing Cloud Computing Introduction to Cloud Computing Dell Zhang Birkbeck, University of London 2015/16 What is Cloud Computing? Origin of the Cloud Metaphor The best thing since sliced bread? Before Clouds

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

Building an AWS-Compatible Hybrid Cloud with OpenStack

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

More information

IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads

IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads 89 Fifth Avenue, 7th Floor New York, NY 10003 www.theedison.com @EdisonGroupInc 212.367.7400 IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads A Competitive Test and Evaluation Report

More information

Building Private Cloud Architectures

Building Private Cloud Architectures Building Private Cloud Architectures Chandra Rangan Sr. Director, Storage & Availability Management Group Symantec Corporation SNW Spring 2011: Building Private Cloud Architectures 1 State of the infrastructure

More information

SWIFT. Page:1. Openstack Swift. Object Store Cloud built from the grounds up. David Hadas Swift ATC. HRL davidh@il.ibm.com 2012 IBM Corporation

SWIFT. Page:1. Openstack Swift. Object Store Cloud built from the grounds up. David Hadas Swift ATC. HRL davidh@il.ibm.com 2012 IBM Corporation Page:1 Openstack Swift Object Store Cloud built from the grounds up David Hadas Swift ATC HRL davidh@il.ibm.com Page:2 Object Store Cloud Services Expectations: PUT/GET/DELETE Huge Capacity (Scale) Always

More information

Introduction to OpenStack

Introduction to OpenStack Introduction to OpenStack Carlo Vallati PostDoc Reseracher Dpt. Information Engineering University of Pisa carlo.vallati@iet.unipi.it Cloud Computing - Definition Cloud Computing is a term coined to refer

More information

Who moved my cloud? Part I: Introduction to Private, Public and Hybrid clouds and smooth migration

Who moved my cloud? Part I: Introduction to Private, Public and Hybrid clouds and smooth migration Who moved my cloud? Part I: Introduction to Private, Public and Hybrid clouds and smooth migration Part I of an ebook series of cloud infrastructure and platform fundamentals not to be avoided when preparing

More information

Mobile Cloud Computing T-110.5121 Open Source IaaS

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

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

Simplified Private Cloud Management

Simplified Private Cloud Management BUSINESS PARTNER ClouTor Simplified Private Cloud Management ClouTor ON VSPEX by LOCUZ INTRODUCTION ClouTor on VSPEX for Enterprises provides an integrated software solution for extending your existing

More information

Data Centers and Cloud Computing

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

More information

Cloudian delivers object storage for next generation infrastructures

Cloudian delivers object storage for next generation infrastructures Cloudian delivers object storage for next generation infrastructures Prepared for: Cloudian July 2014 TABLE OF CONTENTS TABLE OF CONTENTS 1 EXECUTIVE SUMMARY 2 INTRODUCTION 3 The challenges 3 Considering

More information

OTM in the Cloud. Ryan Haney

OTM in the Cloud. Ryan Haney OTM in the Cloud Ryan Haney The Cloud The Cloud is a set of services and technologies that delivers real-time and ondemand computing resources Software as a Service (SaaS) delivers preconfigured applications,

More information

Cloud Computing and Big Data What Technical Writers Need to Know

Cloud Computing and Big Data What Technical Writers Need to Know Cloud Computing and Big Data What Technical Writers Need to Know Greg Olson, Senior Director Black Duck Software For the Society of Technical Writers Berkeley Chapter Black Duck 2014 Agenda Introduction

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

Data movement for globally deployed Big Data Hadoop architectures

Data movement for globally deployed Big Data Hadoop architectures Data movement for globally deployed Big Data Hadoop architectures Scott Rudenstein VP Technical Services November 2015 WANdisco Background WANdisco: Wide Area Network Distributed Computing " Enterprise

More information

Aspera Direct-to-Cloud Storage WHITE PAPER

Aspera Direct-to-Cloud Storage WHITE PAPER Transport Direct-to-Cloud Storage and Support for Third Party April 2014 WHITE PAPER TABLE OF CONTENTS OVERVIEW 3 1 - THE PROBLEM 3 2 - A FUNDAMENTAL SOLUTION - ASPERA DIRECT-TO-CLOUD TRANSPORT 5 3 - VALIDATION

More information

Building Private & Hybrid Cloud Solutions

Building Private & Hybrid Cloud Solutions Solution Brief: Building Private & Hybrid Cloud Solutions WITH EGENERA CLOUD SUITE SOFTWARE Egenera, Inc. 80 Central St. Boxborough, MA 01719 Phone: 978.206.6300 www.egenera.com Introduction When most

More information

Is Hyperconverged Cost-Competitive with the Cloud?

Is Hyperconverged Cost-Competitive with the Cloud? Economic Insight Paper Is Hyperconverged Cost-Competitive with the Cloud? An Evaluator Group TCO Analysis Comparing AWS and SimpliVity By Eric Slack, Sr. Analyst January 2016 Enabling you to make the best

More information

Veritas NetBackup With and Within the Cloud: Protection and Performance in a Single Platform

Veritas NetBackup With and Within the Cloud: Protection and Performance in a Single Platform Veritas NetBackup With and Within the Cloud: Protection and Performance in a Single Platform Content Highlights... 3 Cloud-enabled Backup and Recovery... 3 Integrating Veritas NetBackup with the Cloud....

More information

Building Private & Hybrid Cloud Solutions

Building Private & Hybrid Cloud Solutions Solution Brief: Building Private & Hybrid Cloud Solutions WITH EGENERA CLOUD SUITE SOFTWARE Egenera, Inc. 80 Central St. Boxborough, MA 01719 Phone: 978.206.6300 www.egenera.com Introduction When most

More information

Cloud Service Model. Selecting a cloud service model. Different cloud service models within the enterprise

Cloud Service Model. Selecting a cloud service model. Different cloud service models within the enterprise Cloud Service Model Selecting a cloud service model Different cloud service models within the enterprise Single cloud provider AWS for IaaS Azure for PaaS Force fit all solutions into the cloud service

More information

TOP 7 THINGS Every Executive Should Know About Cloud Computing EXECUTIVE BRIEF

TOP 7 THINGS Every Executive Should Know About Cloud Computing EXECUTIVE BRIEF TOP 7 THINGS Every Executive Should Know About Cloud Computing EXECUTIVE BRIEF As interest in cloud computing increases, so does the confusion surrounding it. What is cloud computing? Can the technology

More information

Data-intensive computing systems

Data-intensive computing systems Data-intensive computing systems Cloud Computing University of Verona Computer Science Department Damiano Carra Acknowledgements! Credits Part of the course material is based on slides provided by the

More information

ServerCentral Cloud Services Reliable. Adaptable. Robust.

ServerCentral Cloud Services Reliable. Adaptable. Robust. ServerCentral Cloud Services Reliable. Adaptable. Robust. UNTHINK how you think about the cloud Everybody has their own definition for Cloud. But is it yours? You know what s best for your company, and

More information

OpenStack Alberto Molina Coballes

OpenStack Alberto Molina Coballes OpenStack Alberto Molina Coballes Teacher at IES Gonzalo Nazareno alb.molina@gmail.com @alberto_molina Table of Contents From public to private clouds Open Source Cloud Platforms Why OpenStack? OpenStack

More information

The Cloud is Not Enough Why Hybrid Infrastructure is Shaping the Future of Cloud Computing

The Cloud is Not Enough Why Hybrid Infrastructure is Shaping the Future of Cloud Computing Your Platform of Choice The Cloud is Not Enough Why Hybrid Infrastructure is Shaping the Future of Cloud Computing Mark Cravotta EVP Sales and Service SingleHop LLC Talk About Confusing? Where do I start?

More information

Accenture Cloud Platform Unlocks Agility and Control

Accenture Cloud Platform Unlocks Agility and Control Accenture Cloud Platform Unlocks Agility and Control 2 Accenture Cloud Platform Unlocks Agility and Control The Accenture Cloud Platform is at the heart of today s leading-edge, enterprise cloud solutions.

More information

Introducing 365 Cloud Storage

Introducing 365 Cloud Storage Introducing 365 Cloud Storage Local Enterprise Cloud Storage SERVICE AVAILABILITY: SEPTEMBER 23, 2014 What we do 365 Data Centers provides secure and reliable colocation services that offer an easier way

More information

Diagram 1: Islands of storage across a digital broadcast workflow

Diagram 1: Islands of storage across a digital broadcast workflow XOR MEDIA CLOUD AQUA Big Data and Traditional Storage The era of big data imposes new challenges on the storage technology industry. As companies accumulate massive amounts of data from video, sound, database,

More information

Non-Stop Hadoop Paul Scott-Murphy VP Field Techincal Service, APJ. Cloudera World Japan November 2014

Non-Stop Hadoop Paul Scott-Murphy VP Field Techincal Service, APJ. Cloudera World Japan November 2014 Non-Stop Hadoop Paul Scott-Murphy VP Field Techincal Service, APJ Cloudera World Japan November 2014 WANdisco Background WANdisco: Wide Area Network Distributed Computing Enterprise ready, high availability

More information

Introduction to Cloud Computing

Introduction to Cloud Computing Introduction to Cloud Computing Cloud Computing I (intro) 15 319, spring 2010 2 nd Lecture, Jan 14 th Majd F. Sakr Lecture Motivation General overview on cloud computing What is cloud computing Services

More information

EMC ISILON OneFS OPERATING SYSTEM Powering scale-out storage for the new world of Big Data in the enterprise

EMC ISILON OneFS OPERATING SYSTEM Powering scale-out storage for the new world of Big Data in the enterprise EMC ISILON OneFS OPERATING SYSTEM Powering scale-out storage for the new world of Big Data in the enterprise ESSENTIALS Easy-to-use, single volume, single file system architecture Highly scalable with

More information

RED HAT STORAGE PORTFOLIO OVERVIEW

RED HAT STORAGE PORTFOLIO OVERVIEW RED HAT STORAGE PORTFOLIO OVERVIEW Andrew Hatfield Practice Lead Cloud Storage and Big Data MILCIS November 2015 THE RED HAT STORAGE MISSION To offer a unified, open software-defined storage portfolio

More information

Cloud Computing: Elastic, Scalable, On-Demand IT Services for Everyone. Table of Contents. Cloud.com White Paper April 2010. 1 Executive Summary...

Cloud Computing: Elastic, Scalable, On-Demand IT Services for Everyone. Table of Contents. Cloud.com White Paper April 2010. 1 Executive Summary... Cloud Computing: Elastic, Scalable, On-Demand IT Services for Everyone Cloud.com White Paper April 2010 Table of Contents 1 Executive Summary... 2 2 Motivation Around Cloud Computing... 2 3 Comparing Cloud

More information

Designing a Data Solution with Microsoft SQL Server 2014

Designing a Data Solution with Microsoft SQL Server 2014 20465C - Version: 1 22 June 2016 Designing a Data Solution with Microsoft SQL Server 2014 Designing a Data Solution with Microsoft SQL Server 2014 20465C - Version: 1 5 days Course Description: The focus

More information

COMPUTER MEASUREMENT GROUP - India Hyderabad Chapter. Strategies to Optimize Cloud Costs By Cloud Performance Monitoring

COMPUTER MEASUREMENT GROUP - India Hyderabad Chapter. Strategies to Optimize Cloud Costs By Cloud Performance Monitoring COMPUTER MEASUREMENT GROUP - India Hyderabad Chapter Strategies to Optimize Cloud Costs By Cloud Performance Monitoring October 2013 www.cmgindia.org Computer Measurement Group, India 1 About Me Credentials

More information

Cloud Computing. Chapter 1 Introducing Cloud Computing

Cloud Computing. Chapter 1 Introducing Cloud Computing Cloud Computing Chapter 1 Introducing Cloud Computing Learning Objectives Understand the abstract nature of cloud computing. Describe evolutionary factors of computing that led to the cloud. Describe virtualization

More information

Hexaware E-book on Q & A for Cloud BI Hexaware Business Intelligence & Analytics Actionable Intelligence Enabled

Hexaware E-book on Q & A for Cloud BI Hexaware Business Intelligence & Analytics Actionable Intelligence Enabled Hexaware E-book on Q & A for Cloud BI Hexaware Business Intelligence & Analytics Actionable Intelligence Enabled HEXAWARE Q & A E-BOOK ON CLOUD BI Layers Applications Databases Security IaaS Self-managed

More information

Product Brochure. Hedvig Distributed Storage Platform. Elastic. Modern Storage for Modern Business. One platform for any application. Simple.

Product Brochure. Hedvig Distributed Storage Platform. Elastic. Modern Storage for Modern Business. One platform for any application. Simple. Product Brochure Elastic Scales to petabytes of data Start with as few as two nodes and scale to thousands. Add capacity if and when needed. Embrace the economics of commodity x86 infrastructure to build

More information

VMware and Primary Data: Making the Software-Defined Datacenter a Reality

VMware and Primary Data: Making the Software-Defined Datacenter a Reality VMware and Primary Data: Making the Software-Defined Datacenter a Reality CONTENTS About This Document... 3 Freeing Data From Physical Storage Silos... 3 Dynamically Move Virtual Disks to Meet Business

More information

The Design and Implementation of the Zetta Storage Service. October 27, 2009

The Design and Implementation of the Zetta Storage Service. October 27, 2009 The Design and Implementation of the Zetta Storage Service October 27, 2009 Zetta s Mission Simplify Enterprise Storage Zetta delivers enterprise-grade storage as a service for IT professionals needing

More information

Het is een kleine stap naar een hybrid cloud

Het is een kleine stap naar een hybrid cloud Het is een kleine stap naar een hybrid cloud Isabel Moll-Kranenburg Microsoft 14 jaar IT industrie 4 jaar Microsoft Cloud Private Private Cloud Meeting customers where they are The Microsoft Cloud Computing

More information

Demystifying the Cloud Computing 02.22.2012

Demystifying the Cloud Computing 02.22.2012 Demystifying the Cloud Computing 02.22.2012 Speaker Introduction Victor Lang Enterprise Technology Consulting Services Victor Lang joined Smartbridge in early 2003 as the company s third employee and currently

More information

An Introduction to Cloud Computing Concepts

An Introduction to Cloud Computing Concepts Software Engineering Competence Center TUTORIAL An Introduction to Cloud Computing Concepts Practical Steps for Using Amazon EC2 IaaS Technology Ahmed Mohamed Gamaleldin Senior R&D Engineer-SECC ahmed.gamal.eldin@itida.gov.eg

More information