Introduction to grid technologies, parallel and cloud computing. Alaa Osama Allam Saida Saad Mohamed Mohamed Ibrahim Gaber
|
|
- Agnes Mitchell
- 8 years ago
- Views:
Transcription
1 Introduction to grid technologies, parallel and cloud computing Alaa Osama Allam Saida Saad Mohamed Mohamed Ibrahim Gaber
2 OUTLINES Grid Computing Parallel programming technologies (MPI- Open MP-Cuda ) Cloud Computing
3
4 What is Grid computing..? Grid computing is the collection of computer resources from multiple locations to reach a common goal. The grid can be thought of as a distributed system with non-interactive workloads that involve a large number of files. Grid computing is distinguished from conventional high performance computing systems such as cluster computing in that grid computers have each node set to perform a different task/application. Grid computers also tend to be more heterogeneous and geographically dispersed (thus not physically coupled) than cluster computers Although a single grid can be dedicated to a particular application, commonly a grid is used for a variety of purposes. Grids are often constructed with general-purpose grid middleware software libraries. Grid sizes can be quite large. Grids are a form of distributed computing whereby a super virtual computer is composed of many networked loosely coupled computers acting together to perform large tasks. For certain applications, distributed or grid computing, can be seen as a special type of parallel computing that relies on complete computers (with onboard CPUs, storage, power supplies, network interfaces, etc.) connected to a computer network (private or public) by a conventional network interface, such as Ethernet. This is in contrast to the traditional notion of a supercomputer, which has many processors connected by a local high-speed computer bus.
5
6 What Can You Do with? Combine dozens of supercomputers to solve a single problem Link realtime satellite data feeds with distributed computational and display systems Enable schools across the country to participate in interactive simulations and data analysis Interactively combine the output of many independent servers to analyze a new genome Build a network of immersive virtual reality sites to collaboratively design a new vehicle Etc.
7 Why Now..? The Internet as infrastructure Increasing bandwidth, advanced services Advances in storage capacity Terabytes, petabytes per site Increased availability of compute resources clusters, supercomputers, etc. Advanced applications simulation based design, advanced scientific instruments,...
8 The Worldwide LHC Computing Grid
9 Interconnected computer systems where the machines utilize the same resources collectively. Grid computing usually consists of one main computer that distributes information and tasks to a group of networked computers to accomplish a common goal. Grid computing is often used to complete complicated or tedious mathematical or scientific calculations.
10
11 Workload Management System
12 The Workload Management System (WMS) comprises a set of Grid middleware components responsible for distribution and management of tasks across Grid resources. The purpose of the Workload Manager (WM) is accept and satisfy requests for job management coming from its clients meaning of the submission request is to pass the responsibility of the job to the WM. WM will pass the job to an appropriate CE for execution taking into account requirements and the preferences expressed in the job description file The decision of which resource should be used is the outcome of a matchmaking process.
13 User Interface Node The basic functionalities allows User to: -list the computing resources -submit a job, -get the job status, -cancel a job, -retrieve the output of a job.
14 WMS
15 Uploading data to the Grid SE Compress the data into tar format Copy the compressed file to the UI. Copy the compressed file from UI to the grid.
16 Data management practice 1. Initialize your proxy-certificate $ voms-proxy-init -voms edu 2. If you finish your work destroy your proxy-cetrtificate $ voms-proxy-destroy
17 Submitting a job
18 Get available computing elements
19 Check the job status
20 Get output
21 Cloud Computing
22 Contents What is Cloud Computing? Cloud Computing Characteristics JINR Cloud Structure Virtualization Advantages and disadvantages of Cloud Computing
23 What is Cloud Computing? Cloud Computing : is a general term used to describe a new class of network based computing that takes place over the Internet, a collection/group of integrated and networked hardware, software and Internet infrastructure (called a platform). Using the Internet for communication and transport provides hardware, software and networking services to clients
24 Cloud Computing Characteristics Common Characteristics: Files are always stored in cloud, difficult to lost it. Massive Scale Virtualization Low Cost Software Geographic Distribution Service Orientation Advanced Security Essential Characteristics: On Demand Self-Service Broad Network Access Rapid Elasticity Resource Pooling Measured Service 24 Adopted from: Effectively and Securely Using the Cloud Computing Paradigm by peter Mell, Tim Grance
25 Cloud Computing Service Layers Application Focused Infrastructure Focused Services Services Application Development Platform Storage Hosting Description Services Complete business services such as PayPal, OpenID, OAuth, Google Maps, Alexa Application Cloud based software that eliminates the need for local installation such as Google Apps, Microsoft Online Development Software development platforms used to build custom cloud based applications (PAAS & SAAS) such as SalesForce Platform Cloud based platforms, typically provided using virtualization, such as Amazon ECC, Sun Grid Storage Data storage or cloud based NAS such as CTERA, idisk, CloudNAS Hosting Physical data centers such as those run by IBM, HP, NaviSite, etc.
26
27 Activities System administrators - testing and studying specifics of installation and operation of new apps or testing updates Developers - development, testing and debugging various apps in various environments. Users - installing and using apps for their daily work
28 Virtualization Virtual Machines technology allows multiple virtual machines to run on a single physical machine. Why we make virtual machines? Flexibility Availability Scalability Hardware utilization Security
29 Virtualization Systems
30 Cloud Consumers
31 Why OpenNebula? In JINR, We used OpenNebula as Iaas platform for cloud architecture : We practiced on multi tasks : Creation of virtual machines Clone different virtual machines Creation of templates and images Creation of different services for multi tier network Uploading of data files
32 Advantages of Cloud Computing Lower computer and software costs: Improved performance: Instant software updates: Unlimited storage capacity: Increased data reliability: Universal document access: Latest version availability: Easier group collaboration: Device independence. Data and services are stored remotely but accessible from anywhere.
33 Disadvantages of Cloud Computing Requires a constant Internet connection - Cloud computing is impossible if you cannot connect to the Internet. Does not work well with low-speed connections: Stored data might not be secure - Can unauthorized users gain access to your confidential data? Each cloud systems uses different protocols and different APIs
34 Parallel computations We investigate :- 1. HybriLIT Computation clusters. 2. How work on Cl. 3. Create Mpi,open Mp, Cuda programms
35 Current HybriLIT version
36 Parallel Technologies
37 Parallel program concept Parallel program is a set of simultaneously executed processes. Initial program code is developed in C/C++ or Fortran program languages with the use of MPI library. Number of processes and number of used processors is defined at the launch of the parallel program by means of MPI runtime environment. All program processes are sequentially indexed. The index of the process is called the rank of the process.
38 MPI Functions MPI_Init() initiate a MPI computation MPI_Comm_size() how many processes participate in a given MPI communicator? MPI_Comm_rank() which one am I? (A number between 0 and size-1) MPI_Send() send a message MPI_Recv() receive a message MPI_Finalize() terminate the MPI computation and clean up
39 MPI Example
40 How to compile and execute MPI program
41 Output, parallel execution
42 Open MP Technology What is Open MP? Open MP is an Application Program Interface (API), jointly defined by a group of major computer hardware and software vendors. Open MP provides a portable, scalable model for developers of shared memory parallel applications. The API supports C/C++ and Fortran on a wide variety of architectures. Components of Open MP Compiler Directives Environment Variables Run Time Environment
43 Components of Open MP
44 The open MP execution Model
45 Open MP Example
46 Execution time and acceleration
47 CUDA (Compute Unified Device Architecture)
48 Cuda Example How to develop reduction task on CUDa S= 𝑁 1 𝑖=0 𝑓(𝑢𝑖), 𝑢𝑖 = 𝑐𝑜𝑚𝑝𝑙𝑒𝑥 𝑛𝑢𝑚𝑏𝑒𝑟 We create our cuda programs for three different function 𝑓(𝑢𝑖): 𝑢𝑖 𝑢𝑖 2 sin(𝑢𝑖)
49 Acceleration 𝑢𝑖 2 Time 𝑢𝑖 sin(𝑢𝑖) CPU GPU ACCELERAT 9 ION
50 Summary There is different technology to run any Parallel program. -MPI - open Mp - CUDA Every one of them has some advantages.
51
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
More informationTamanna Roy Rayat & Bahra Institute of Engineering & Technology, Punjab, India talk2tamanna@gmail.com
IJCSIT, Volume 1, Issue 5 (October, 2014) e-issn: 1694-2329 p-issn: 1694-2345 A STUDY OF CLOUD COMPUTING MODELS AND ITS FUTURE Tamanna Roy Rayat & Bahra Institute of Engineering & Technology, Punjab, India
More informationCloud Computing 159.735. Submitted By : Fahim Ilyas (08497461) Submitted To : Martin Johnson Submitted On: 31 st May, 2009
Cloud Computing 159.735 Submitted By : Fahim Ilyas (08497461) Submitted To : Martin Johnson Submitted On: 31 st May, 2009 Table of Contents Introduction... 3 What is Cloud Computing?... 3 Key Characteristics...
More informationCLOUD 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
More informationCloud systems M2 DL. dacosta@irit.fr
Cloud systems M2 DL dacosta@irit.fr Why a new technology Large amount of data Impossible to manage on a single computer Large amount of users Workload varies a lot Grids are not always adapted Must know
More informationGrid 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
More informationIntroduction 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 informationScientific and Technical Applications as a Service in the Cloud
Scientific and Technical Applications as a Service in the Cloud University of Bern, 28.11.2011 adapted version Wibke Sudholt CloudBroker GmbH Technoparkstrasse 1, CH-8005 Zurich, Switzerland Phone: +41
More informationCHAPTER 8 CLOUD COMPUTING
CHAPTER 8 CLOUD COMPUTING SE 458 SERVICE ORIENTED ARCHITECTURE Assist. Prof. Dr. Volkan TUNALI Faculty of Engineering and Natural Sciences / Maltepe University Topics 2 Cloud Computing Essential Characteristics
More informationCloud computing: the state of the art and challenges. Jānis Kampars Riga Technical University
Cloud computing: the state of the art and challenges Jānis Kampars Riga Technical University Presentation structure Enabling technologies Cloud computing defined Dealing with load in cloud computing Service
More informationHow To Understand Cloud Computing
Capacity Management for Cloud Computing Chris Molloy Distinguished Engineer Member, IBM Academy of Technology October 2009 1 Is a cloud like touching an elephant? 2 Gartner defines cloud computing as a
More informationOutline. What is cloud computing? History Cloud service models Cloud deployment forms Advantages/disadvantages
Ivan Zapevalov 2 Outline What is cloud computing? History Cloud service models Cloud deployment forms Advantages/disadvantages 3 What is cloud computing? 4 What is cloud computing? Cloud computing is the
More informationyvette@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 informationCloud Computing For Distributed University Campus: A Prototype Suggestion
Cloud Computing For Distributed University Campus: A Prototype Suggestion Mehmet Fatih Erkoç, Serhat Bahadir Kert mferkoc@yildiz.edu.tr, sbkert@yildiz.edu.tr Yildiz Technical University (Turkey) Abstract
More informationWhat 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 informationHigh Performance Applications over the Cloud: Gains and Losses
High Performance Applications over the Cloud: Gains and Losses Dr. Leila Ismail Faculty of Information Technology United Arab Emirates University leila@uaeu.ac.ae http://citweb.uaeu.ac.ae/citweb/profile/leila
More informationUNIT I INTRODUCTION TO CLOUD COMPUTING
UNIT I INTRODUCTION TO CLOUD COMPUTING Explain the term Cloud Computing History of Cloud Computing. Need for Cloud Computing. Explain the supporting areas of Cloud Computing. Introduction to various Internet
More informationWorkshop on High Performance Computing for Science and Applications for Academic Development
Workshop on High Performance Computing for Science and Applications for Academic Development 06 th October 2015 Introduction to Cloud computing ICTP, Trieste Damas Makweba DIT, Tanzania dmakweba@dit.ac.tz
More informationAnalysis 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
More informationPart 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 informationCloud computing. Intelligent Services for Energy-Efficient Design and Life Cycle Simulation. as used by the ISES project
Intelligent Services for Energy-Efficient Design and Life Cycle Simulation Project number: 288819 Call identifier: FP7-ICT-2011-7 Project coordinator: Technische Universität Dresden, Germany Website: ises.eu-project.info
More informationfor my computation? Stefano Cozzini Which infrastructure Which infrastructure Democrito and SISSA/eLAB - Trieste
Which infrastructure Which infrastructure for my computation? Stefano Cozzini Democrito and SISSA/eLAB - Trieste Agenda Introduction:! E-infrastructure and computing infrastructures! What is available
More informationHigh Performance Computing Cloud Computing. Dr. Rami YARED
High Performance Computing Cloud Computing Dr. Rami YARED Outline High Performance Computing Parallel Computing Cloud Computing Definitions Advantages and drawbacks Cloud Computing vs Grid Computing Outline
More informationHow 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
More informationA Practical Approach to Compiling Multipleiversion and Embracing Failure
Emerging Technologies and Ideas! Presented by: Prof Mark Baker ACET, University of Reading Tel: +44 118 378 8615 E-mail: Mark.Baker@computer.org Web: http://acet.rdg.ac.uk/~mab Overview Emerging Technologies:
More informationRemote sensing information cloud service: research and practice
Remote sensing information cloud service: research and practice Yang Banghui Dr., Ren Fuhu Prof. and Wang jinnian Prof. yangbh@radi.ac.cn +8613810963452 Content 1 Background 2 Studying and Designing 3
More informationHigh Performance Computing. Course Notes 2007-2008. HPC Fundamentals
High Performance Computing Course Notes 2007-2008 2008 HPC Fundamentals Introduction What is High Performance Computing (HPC)? Difficult to define - it s a moving target. Later 1980s, a supercomputer performs
More informationContents. What is Cloud Computing? Why Cloud computing? Cloud Anatomy Cloud computing technology Cloud computing products and market
Cloud Computing Contents What is Cloud Computing? Why Cloud computing? Cloud Anatomy Cloud computing technology Cloud computing products and market What is Cloud Computing? Definitions: Cloud computing
More informationA Study on Analysis and Implementation of a Cloud Computing Framework for Multimedia Convergence Services
A Study on Analysis and Implementation of a Cloud Computing Framework for Multimedia Convergence Services Ronnie D. Caytiles and Byungjoo Park * Department of Multimedia Engineering, Hannam University
More informationCloud Computing Technology
Cloud Computing Technology The Architecture Overview Danairat T. Certified Java Programmer, TOGAF Silver danairat@gmail.com, +66-81-559-1446 1 Agenda What is Cloud Computing? Case Study Service Model Architectures
More informationCloud computing an insight
Cloud computing an insight Overview IT infrastructure is changing according the fast-paced world s needs. People in the world want to stay connected with Work / Family-Friends. The data needs to be available
More informationManjrasoft Market Oriented Cloud Computing Platform
Manjrasoft Market Oriented Cloud Computing Platform Innovative Solutions for 3D Rendering Aneka is a market oriented Cloud development and management platform with rapid application development and workload
More informationPerspectives on Moving to the Cloud Paradigm and the Need for Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory 7-11-2009
Perspectives on Moving to the Cloud Paradigm and the Need for Standards Peter Mell, Tim Grance NIST, Information Technology Laboratory 7-11-2009 2 NIST Cloud Computing Resources NIST Draft Definition of
More informationAnalytical Study of Various High Performance Computing Paradigms
Analytical Study of Various High Performance Computing Paradigms Rashmi Gupta M. Tech Scholar Banasthali Vidyapeeth Jaipur, India Omesh Kumar M. Tech Scholar A. K. G Engineering college Ghaziabad, India
More informationProgramming models for heterogeneous computing. Manuel Ujaldón Nvidia CUDA Fellow and A/Prof. Computer Architecture Department University of Malaga
Programming models for heterogeneous computing Manuel Ujaldón Nvidia CUDA Fellow and A/Prof. Computer Architecture Department University of Malaga Talk outline [30 slides] 1. Introduction [5 slides] 2.
More informationCloud Computing: The Next Computing Paradigm
Cloud Computing: The Next Computing Paradigm Ronnie D. Caytiles 1, Sunguk Lee and Byungjoo Park 1 * 1 Department of Multimedia Engineering, Hannam University 133 Ojeongdong, Daeduk-gu, Daejeon, Korea rdcaytiles@gmail.com,
More informationOn Cloud Computing Technology in the Construction of Digital Campus
2012 International Conference on Innovation and Information Management (ICIIM 2012) IPCSIT vol. 36 (2012) (2012) IACSIT Press, Singapore On Cloud Computing Technology in the Construction of Digital Campus
More informationCloud Computing Overview
Cloud Computing Overview -A 60 minute overview on some essentials about Cloud systems -Target audience: Management, Architects Cloud Computing A cloud computing system stores data in a remotely accessible
More informationWhite Paper on CLOUD COMPUTING
White Paper on CLOUD COMPUTING INDEX 1. Introduction 2. Features of Cloud Computing 3. Benefits of Cloud computing 4. Service models of Cloud Computing 5. Deployment models of Cloud Computing 6. Examples
More informationDISTRIBUTED SYSTEMS AND CLOUD COMPUTING. A Comparative Study
DISTRIBUTED SYSTEMS AND CLOUD COMPUTING A Comparative Study Geographically distributed resources, such as storage devices, data sources, and computing power, are interconnected as a single, unified resource
More informationINTRODUCTION TO CLOUD COMPUTING CEN483 PARALLEL AND DISTRIBUTED SYSTEMS
INTRODUCTION TO CLOUD COMPUTING CEN483 PARALLEL AND DISTRIBUTED SYSTEMS CLOUD COMPUTING Cloud computing is a model for enabling convenient, ondemand network access to a shared pool of configurable computing
More informationCloud 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
More informationManjrasoft Market Oriented Cloud Computing Platform
Manjrasoft Market Oriented Cloud Computing Platform Aneka Aneka is a market oriented Cloud development and management platform with rapid application development and workload distribution capabilities.
More informationAn Introduction to Private Cloud
An Introduction to Private Cloud As the word cloud computing becomes more ubiquitous these days, several questions can be raised ranging from basic question like the definitions of a cloud and cloud computing
More informationLOGO 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
More informationCloud Computing. Cloud computing:
Cloud computing: Cloud Computing A model of data processing in which high scalability IT solutions are delivered to multiple users: as a service, on a mass scale, on the Internet. Network services offering:
More informationAn Efficient Cost Calculation Mechanism for Cloud and Non Cloud Computing Environment in Java
2012 International Conference on Computer Technology and Science (ICCTS 2012) IPCSIT vol. 47 (2012) (2012) IACSIT Press, Singapore DOI: 10.7763/IPCSIT.2012.V47.31 An Efficient Cost Calculation Mechanism
More informationIntroduction to Engineering Using Robotics Experiments Lecture 18 Cloud Computing
Introduction to Engineering Using Robotics Experiments Lecture 18 Cloud Computing Yinong Chen 2 Big Data Big Data Technologies Cloud Computing Service and Web-Based Computing Applications Industry Control
More informationCloud Computing for HPC
Cloud Computing for HPC Extending Clusters to Clouds Solution Briefing TORONTO 10/25/2011 Company Background 2 Platform Computing, Inc. Platform Clusters, Grids, Clouds Computing The leader in cluster,
More informationSystem Models for Distributed and Cloud Computing
System Models for Distributed and Cloud Computing Dr. Sanjay P. Ahuja, Ph.D. 2010-14 FIS Distinguished Professor of Computer Science School of Computing, UNF Classification of Distributed Computing Systems
More informationHigh Performance Computing (HPC)
High Performance Computing (HPC) High Performance Computing (HPC) White Paper Attn: Name, Title Phone: xxx.xxx.xxxx Fax: xxx.xxx.xxxx 1.0 OVERVIEW When heterogeneous enterprise environments are involved,
More informationCLOUD COMPUTING. A Primer
CLOUD COMPUTING A Primer A Mix of Voices The incredible shrinking CIO CIO Magazine, 2004 IT Doesn t Matter, The cloud will ship service outside the institution and ship power from central IT groups to
More informationBuilding Platform as a Service for Scientific Applications
Building Platform as a Service for Scientific Applications Moustafa AbdelBaky moustafa@cac.rutgers.edu Rutgers Discovery Informa=cs Ins=tute (RDI 2 ) The NSF Cloud and Autonomic Compu=ng Center Department
More informationDr.K.C.DAS HEAD PG Dept. of Library & Inf. Science Utkal University, Vani Vihar,Bhubaneswar
Dr.K.C.DAS HEAD PG Dept. of Library & Inf. Science Utkal University, Vani Vihar,Bhubaneswar There is potential for a lot of confusion surrounding the definition of cloud computing. In its basic conceptual
More informationEmerging Technology for the Next Decade
Emerging Technology for the Next Decade Cloud Computing Keynote Presented by Charles Liang, President & CEO Super Micro Computer, Inc. What is Cloud Computing? Cloud computing is Internet-based computing,
More informationCS 698: Special Topics in Big Data. Chapter 2. Computing Trends for Big Data
CS 698: Special Topics in Big Data Chapter 2. Computing Trends for Big Data Chase Wu Associate Professor Department of Computer Science New Jersey Institute of Technology chase.wu@njit.edu Collaborative
More informationCloud Computing, and REST-based Architectures Reid Holmes
Material and some slide content from: - Software Architecture: Foundations, Theory, and Practice - Krzysztof Czarnecki Cloud Computing, and REST-based Architectures Reid Holmes Cloud precursors Grid Computing:
More informationIaaS 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
More informationCMS Tier-3 cluster at NISER. Dr. Tania Moulik
CMS Tier-3 cluster at NISER Dr. Tania Moulik What and why? Grid computing is a term referring to the combination of computer resources from multiple administrative domains to reach common goal. Grids tend
More informationParallel Computing: Strategies and Implications. Dori Exterman CTO IncrediBuild.
Parallel Computing: Strategies and Implications Dori Exterman CTO IncrediBuild. In this session we will discuss Multi-threaded vs. Multi-Process Choosing between Multi-Core or Multi- Threaded development
More informationDESIGN OF A PLATFORM OF VIRTUAL SERVICE CONTAINERS FOR SERVICE ORIENTED CLOUD COMPUTING. Carlos de Alfonso Andrés García Vicente Hernández
DESIGN OF A PLATFORM OF VIRTUAL SERVICE CONTAINERS FOR SERVICE ORIENTED CLOUD COMPUTING Carlos de Alfonso Andrés García Vicente Hernández 2 INDEX Introduction Our approach Platform design Storage Security
More informationCloud Models and Platforms
Cloud Models and Platforms Dr. Sanjay P. Ahuja, Ph.D. 2010-14 FIS Distinguished Professor of Computer Science School of Computing, UNF A Working Definition of Cloud Computing Cloud computing is a model
More informationA Study of Infrastructure Clouds
A Study of Infrastructure Clouds Pothamsetty Nagaraju 1, K.R.R.M.Rao 2 1 Pursuing M.Tech(CSE), Nalanda Institute of Engineering & Technology,Siddharth Nagar, Sattenapalli, Guntur., Affiliated to JNTUK,
More informationSymmetric Multiprocessing
Multicore Computing A multi-core processor is a processing system composed of two or more independent cores. One can describe it as an integrated circuit to which two or more individual processors (called
More informationNetworks and Services
Networks and Services Dr. Mohamed Abdelwahab Saleh IET-Networks, GUC Fall 2015 TOC 1 Infrastructure as a Service 2 Platform as a Service 3 Software as a Service Infrastructure as a Service Definition Infrastructure
More informationElastic 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
More informationCloud Computing Architecture: A Survey
Cloud Computing Architecture: A Survey Abstract Now a day s Cloud computing is a complex and very rapidly evolving and emerging area that affects IT infrastructure, network services, data management and
More informationCloud Computing. Adam Barker
Cloud Computing Adam Barker 1 Overview Introduction to Cloud computing Enabling technologies Different types of cloud: IaaS, PaaS and SaaS Cloud terminology Interacting with a cloud: management consoles
More informationCLOUD COMPUTING INTRODUCTION HISTORY
1 CLOUD COMPUTING INTRODUCTION 1. Cloud computing is the use of computing resources (hardware and software) that are delivered as a service over a network (typically the Internet). The name comes from
More informationLi Sheng. lsheng1@uci.edu. Nowadays, with the booming development of network-based computing, more and more
36326584 Li Sheng Virtual Machine Technology for Cloud Computing Li Sheng lsheng1@uci.edu Abstract: Nowadays, with the booming development of network-based computing, more and more Internet service vendors
More informationLSKA 2010 Survey Report Job Scheduler
LSKA 2010 Survey Report Job Scheduler Graduate Institute of Communication Engineering {r98942067, r98942112}@ntu.edu.tw March 31, 2010 1. Motivation Recently, the computing becomes much more complex. However,
More informationA Comparative Study of cloud and mcloud Computing
A Comparative Study of cloud and mcloud Computing Ms.S.Gowri* Ms.S.Latha* Ms.A.Nirmala Devi* * Department of Computer Science, K.S.Rangasamy College of Arts and Science, Tiruchengode. s.gowri@ksrcas.edu
More informationCloud Computing and Amazon Web Services
Cloud Computing and Amazon Web Services Gary A. McGilvary edinburgh data.intensive research 1 OUTLINE 1. An Overview of Cloud Computing 2. Amazon Web Services 3. Amazon EC2 Tutorial 4. Conclusions 2 CLOUD
More informationPARALLEL & CLUSTER COMPUTING CS 6260 PROFESSOR: ELISE DE DONCKER BY: LINA HUSSEIN
1 PARALLEL & CLUSTER COMPUTING CS 6260 PROFESSOR: ELISE DE DONCKER BY: LINA HUSSEIN Introduction What is cluster computing? Classification of Cluster Computing Technologies: Beowulf cluster Construction
More informationSURFsara HPC Cloud Workshop
SURFsara HPC Cloud Workshop doc.hpccloud.surfsara.nl UvA workshop 2016-01-25 UvA HPC Course Jan 2016 Anatoli Danezi, Markus van Dijk cloud-support@surfsara.nl Agenda Introduction and Overview (current
More informationRapid Application Development
Rapid Application Development Chapter 7: Development RAD with CASE tool: App Inventor And Cloud computing Technology Cr: appinventor.org Dr.Orawit Thinnukool College of Arts, Media and Technology, Chiang
More informationPerspectives on Cloud Computing and Standards. Peter Mell, Tim Grance NIST, Information Technology Laboratory
Perspectives on Cloud Computing and Standards Peter Mell, Tim Grance NIST, Information Technology Laboratory Caveats and Disclaimers This presentation provides education on cloud technology and its benefits
More informationClodoaldo Barrera Chief Technical Strategist IBM System Storage. Making a successful transition to Software Defined Storage
Clodoaldo Barrera Chief Technical Strategist IBM System Storage Making a successful transition to Software Defined Storage Open Server Summit Santa Clara Nov 2014 Data at the core of everything Data is
More informationStudy on Architecture and Implementation of Port Logistics Information Service Platform Based on Cloud Computing 1
, pp. 331-342 http://dx.doi.org/10.14257/ijfgcn.2015.8.2.27 Study on Architecture and Implementation of Port Logistics Information Service Platform Based on Cloud Computing 1 Changming Li, Jie Shen and
More informationCloud Infrastructure Foundation. Building a Flexible, Reliable and Automated Cloud with a Unified Computing Fabric from Egenera
Cloud Infrastructure Foundation Building a Flexible, Reliable and Automated Cloud with a Unified Computing Fabric from Egenera Executive Summary At its heart, cloud computing is a new operational and business
More informationCloud-Security: Show-Stopper or Enabling Technology?
Cloud-Security: Show-Stopper or Enabling Technology? Fraunhofer Institute for Secure Information Technology (SIT) Technische Universität München Open Grid Forum, 16.3,. 2010, Munich Overview 1. Cloud Characteristics
More informationCloud 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
More informationA New Approach of CLOUD: Computing Infrastructure on Demand
A New Approach of CLOUD: Computing Infrastructure on Demand Kamal Srivastava * Atul Kumar ** Abstract Purpose: The paper presents a latest vision of cloud computing and identifies various commercially
More informationAutomated Scaling of Cluster Using Deployment Diagrams in Platform-As-A- Service
Automated Scaling of Cluster Using Deployment Diagrams in Platform-As-A- Service Sudhir S. Kanade*, Pushkaraj B. Thorat HOD, Department of ENTC, COE, Osmanabad, India ME, Department of Computer, COE, Osmanabad,
More informationSecurity in Changing IT Ecosystem: Virtualization and Cloud Computing
Security in Changing IT Ecosystem: Virtualization and Cloud Computing Dr. Dhiren Patel Indian Institute of Technology Gandhinagar, India dhiren@iitgn.ac.in Cloud Computing World is further shrinking!!!
More informationMobile 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 informationIBM Cloud Computing mraky nad Českou republikou. Petr Plodík high-end/blade product manager IBM Central and Eastern Europe
IBM Cloud Computing mraky nad Českou republikou Petr Plodík high-end/blade product manager IBM Central and Eastern Europe 1 Exabytes A crisis of complexity. The need for progress is clear. 300 250 200
More informationChapter 7: Distributed Systems: Warehouse-Scale Computing. Fall 2011 Jussi Kangasharju
Chapter 7: Distributed Systems: Warehouse-Scale Computing Fall 2011 Jussi Kangasharju Chapter Outline Warehouse-scale computing overview Workloads and software infrastructure Failures and repairs Note:
More informationSecurity & Trust in the Cloud
Security & Trust in the Cloud Ray Trygstad Director of Information Technology, IIT School of Applied Technology Associate Director, Information Technology & Management Degree Programs Cloud Computing Primer
More informationXeon+FPGA Platform for the Data Center
Xeon+FPGA Platform for the Data Center ISCA/CARL 2015 PK Gupta, Director of Cloud Platform Technology, DCG/CPG Overview Data Center and Workloads Xeon+FPGA Accelerator Platform Applications and Eco-system
More informationEmbedded Systems Programming in a Private Cloud- A prototype for Embedded Cloud Computing
International Journal of Information Science and Intelligent System, Vol. 2, No.4, 2013 Embedded Systems Programming in a Private Cloud- A prototype for Embedded Cloud Computing Achin Mishra 1 1 Department
More informationHow To Understand Cloud Computing
Cloud Computing Today David Hirsch April 2013 Outline What is the Cloud? Types of Cloud Computing Why the interest in Cloud computing today? Business Uses for the Cloud Consumer Uses for the Cloud PCs
More informationCloud Computing INTRODUCTION
Cloud Computing INTRODUCTION Cloud computing is where software applications, processing power, data and potentially even artificial intelligence are accessed over the internet. or in simple words any situation
More informationHPC Wales Skills Academy Course Catalogue 2015
HPC Wales Skills Academy Course Catalogue 2015 Overview The HPC Wales Skills Academy provides a variety of courses and workshops aimed at building skills in High Performance Computing (HPC). Our courses
More informationIBM 000-281 EXAM QUESTIONS & ANSWERS
IBM 000-281 EXAM QUESTIONS & ANSWERS Number: 000-281 Passing Score: 800 Time Limit: 120 min File Version: 58.8 http://www.gratisexam.com/ IBM 000-281 EXAM QUESTIONS & ANSWERS Exam Name: Foundations of
More informationData Centric Systems (DCS)
Data Centric Systems (DCS) Architecture and Solutions for High Performance Computing, Big Data and High Performance Analytics High Performance Computing with Data Centric Systems 1 Data Centric Systems
More informationA WALK THROUGH CLOUDS WITH CLOUD PROVISIONING AND MANAGEMENT
A WALK THROUGH CLOUDS WITH CLOUD PROVISIONING AND MANAGEMENT N. Meghana, R. L. Sravanthi, A. Bhargavi & M. Lavanya, G. Chaitanya Lakshmi Department Of Computer Science and Engineering, KL University Vaddeswaram,
More informationAneka: A Software Platform for.net-based Cloud Computing
Aneka: A Software Platform for.net-based Cloud Computing Christian VECCHIOLA a, Xingchen CHU a,b, and Rajkumar BUYYA a,b,1 a Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer
More information