HORIZONTAL SCALABILITY
|
|
|
- Sheena Booker
- 10 years ago
- Views:
Transcription
1 HORIZONTAL SCALABILITY FEBRUARY 2011
2 » INTRODUCTION Architects for new MMO games worry about server performance. The architect has to strike a realistic balance between new cool gameplay with high player densitiy on one hand, and hard performance and cost limits on the other hand. The architect must find a stable solution for the server side, while still fulfilling demanding gameplay requirements from the game designers. This is a challenge. By using the Pikko architecture, the situation can be changed fundamentally. The server side will reach completely new levels of scalability and allow gameplay with very high player density.» THE PIKKO ARCHITECTURE Pikko Server makes zone boundaries seamless - thus making the need for heavy duty zones obsolete, as you can scale any zone. The game operator can add as many new game servers as needed, on the fly, without the player ever noticing that different game servers are involved during normal gameplay. The load balancing between game servers is carried out dynamically so that even simple single threaded game servers suffice when Pikko makes them work together. The result is horizontal scalability. Without Pikko, the architect is tempted to go with a multithreaded server architecture. This will scale to the capacity of your machine. That is, it scales vertically. We deliver the Pikko architecture to make the server side horizontally scalable per zone. In addition, we have made it easier to program the server side of massive games with this approach. Distribution, load balancing and message passing is dynamically handled by Pikko while the actual gameplay can be designed in a single-thread environment in the game engine of your choice.» VERTICAL ARCHITECTURE PROBLEMS Figure 1: Typical system layout when using a vertical scaling pattern, i. e. offloading specific core tasks to separate servers, like AI, and making the servers multithreaded. Game servers get overloaded as the amount of traffic increases, especially in games with high player density or high object density. The solution for scaling up this kind of architecture is traditionally handled in two ways, which are illustrated in figure 1: 1. Offloading the core game server with special dedicated servers for chat, login, 2
3 AI, handling client connections, persistence and so on. 2. Making the core game server explicitly multi-threaded, by using one main thread for game logic, one separate for networking, serveral threads for physics, and so on. All of these solutions work fine to a certain degree, but the offloading has a scalability limit that is reached rather quickly. For example, when offloading the game server by constructing a separate AI server, problems arise when the single threaded AI-server reaches 100 % CPU core load. Then the scalability problem is back. To remedy this one could offload once again, or create a multithreaded AI-server. Then we would be back at solution number 2 and the explicit usage of threads. Solution number 2 is even more problematic. Making the core game server multithreaded and also responsible for physics, networking, game logic scripts etc is hard, error-prone and risky. In the end this will lead to high costs for MMO producers and MMO operators. This is a subject that has made many server side game developers frustrated, stressed and stuck in time-consuming bug tracking. See for example [1], [2] and [3]. To summarize, a multi-threaded solution scales vertically. That is, it is limited to the capacity of the machine it runs on. In addition, it is difficult and costly to develop and maintain this kind of server architecture. Figure 2: The horizontally scaling layout of Pikko Server. This layout can have any number of connected cell servers. [1] [2] [3] 3
4 » THE HORIZONTAL PIKKO ARCHITECTURE By using the Pikko architecture on the server side, one can use a large number of identical single-threaded game servers. This is shown schematically in figure 2. The responsibility to distribute load over the many identical game servers is handled outside the game servers. The distribution logic is completely handled by the Pikko Server Application Level Gateway (ALG) and the algorithm for this distribution logic is based on the location of game objects. The players of the game are not aware of the different servers. The player only sees a massive online game with lots and lots of game objects. A Pikko approach makes the programming environment for game developers on the server side very appealing. Game server programmers can build the game server to run on a single thread and still get all the power of horizontal scalability. No tricky threads and locking in the game logic, physics engine or other subsystems. A distributed environment with many single threaded game servers has much better properties for scalability, redundancy and maintainability than one using a few heavy-weight, multi-threaded servers. The server administrator does not have to buy only heavy-duty machines to be able to host the game, but can find a cost-effective balance between a few strong machines and many light-weight ones. This is a freedom that few can enjoy today. When the load on the server side is distributed horizontally, it is much easier to add new game servers live, gradually remove and stop game servers live or update game servers without stopping the game. This makes the operations for the server side easier, and in the end, cheaper. A Pikko architecture adapts dynamically to player activities. The result is a game with fewer limits for the players and at the same time, the design predictability in the game is greatly increased, which allows for games to have more freedom and even allows unpredictability.» CHAT AND AI It is still possible, and sometimes very handy, to set up separate servers for chat, AI and other specific tasks when using Pikko Server, but this time without the pressure to do it just to offload the game servers. We suggest a different implementation for offloading AI. We suggest that AI is implemented and treated by Pikko Server as clients, and thus the AI also becomes horizontally scalable. The AI clients are hosted in the datacenter. Text and voice chat solutions are normally trivial to offload and easily integrated into any game using Pikko on the server side. How networking scales is also an interesting topic within the Pikko architecture, as Pikko Server is the layer that handles the network communication with clients. Pikko Server is written in the Erlang language which enables the network layer to be put on as many cores and machines as desired. However, how Pikko scales depends in the end on how many points of synchronisation 4
5 the game is designed to have. Depending on this, the Pikko layer can be organized differently to adapt to the game characteristics.» DATABASES AND PIKKO Any database fits the Pikko architecture. However, we believe that scalability is an important factor to consider when choosing a database. The database scales very well when using a modern distributed NoSQL database for high performance data like scores, inventory, persistent in-game items and destructable items. This kind of horizontally scalable database is a perfect match when using Pikko Server. We recommend the use of Riak, since it is based on the same technology as Pikko Server. A horizontally scalable database can be combined with a traditional SQL database for important transactions with virtual goods, micro-transactions and other activities with high demands for consistency and durability.» EASIER PROGRAMMING MODEL When using Pikko Server, the developer s role changes slightly as they work with a simple API for handling game object handovers, boundary events and asynchronous messaging between distributed game objects. Implementing this API is the small prize they pay for massive horizontal scalability. only be aware of a subset of the game objects in the complete virtual world. For example, physics on the server side can only be done inside a boundary dictated by Pikko Server. When game events cross this boundary they will become function calls sent from one game server to another. The traffic between game servers is routed by Pikko Server. This new programming model is appealing because the programmers can execute function calls locally, and Pikko Server will automatically send the call to other servers when needed. The game logic can be scripted in a fire and forget paradigm, making it very easy to route between the game servers. The exact API for this programming model depends on the game engine being used. An API for Unity is available, and an API for Unreal is work in progress (Feb 2011).» FURTHER INFORMATION Please contact us for more details. We are happy to answer any and all questions you might have.» CEO - Christian Lönnholm [email protected] » CTO - David Almroth [email protected] The game developer needs to be aware of the situation that every game server will 5
Pikko Server. Scalability when using Erlang on the server side for massive multiplayer game servers. David Almroth CTO, PikkoTekk
Pikko Server Scalability when using Erlang on the server side for massive multiplayer game servers. David Almroth CTO, PikkoTekk Agenda 1. David & PikkoTekk 2. Normal game servers 3. The scalability problem
Software Performance, Scalability, and Availability Specifications V 3.0
Software Performance, Scalability, and Availability Specifications V 3.0 Release Date: November 17, 2015 Availability: Daric guarantees a Monthly Uptime Percentage (defined below) of at least 99.95%, in
SCALABILITY IN THE CLOUD
SCALABILITY IN THE CLOUD A TWILIO PERSPECTIVE twilio.com OUR SOFTWARE Twilio has built a 100 percent software-based infrastructure using many of the same distributed systems engineering and design principles
NoSQL Database Options
NoSQL Database Options Introduction For this report, I chose to look at MongoDB, Cassandra, and Riak. I chose MongoDB because it is quite commonly used in the industry. I chose Cassandra because it has
Chapter 1 - Web Server Management and Cluster Topology
Objectives At the end of this chapter, participants will be able to understand: Web server management options provided by Network Deployment Clustered Application Servers Cluster creation and management
Why you ll love ulink over Unity Network
Why you ll love over Unity introduction At UnityPark we believe that Unity is an amazing game engine and that its only apparent flaw is its built-in networking. Because of this, we have from day one set
PART I: The Pros and Cons of Public Cloud Computing
PART I: The Pros and Cons of Public Cloud Computing Pros 1. Efficiently use the resource through sharing Users from companies or enterprises can access to the centralized servers where data are stored
Modern IT Operations Management. Why a New Approach is Required, and How Boundary Delivers
Modern IT Operations Management Why a New Approach is Required, and How Boundary Delivers TABLE OF CONTENTS EXECUTIVE SUMMARY 3 INTRODUCTION: CHANGING NATURE OF IT 3 WHY TRADITIONAL APPROACHES ARE FAILING
Cloud Based Application Architectures using Smart Computing
Cloud Based Application Architectures using Smart Computing How to Use this Guide Joyent Smart Technology represents a sophisticated evolution in cloud computing infrastructure. Most cloud computing products
Ikasan ESB Reference Architecture Review
Ikasan ESB Reference Architecture Review EXECUTIVE SUMMARY This paper reviews the Ikasan Enterprise Integration Platform within the construct of a typical ESB Reference Architecture model showing Ikasan
Integrating Web Messaging into the Enterprise Middleware Layer
The increasing demand for real-time data has companies seeking to stream information to users at their desks via the web and on the go with mobile apps. Two trends are paving the way: o Internet push/streaming
Adding scalability to legacy PHP web applications. Overview. Mario Valdez-Ramirez
Adding scalability to legacy PHP web applications Overview Mario Valdez-Ramirez The scalability problems of legacy applications Usually were not designed with scalability in mind. Usually have monolithic
Cloud Computing and the Future of Internet Services. Wei-Ying Ma Principal Researcher, Research Area Manager Microsoft Research Asia
Cloud Computing and the Future of Internet Services Wei-Ying Ma Principal Researcher, Research Area Manager Microsoft Research Asia Computing as Utility Grid Computing Web Services in the Cloud What is
Lehrstuhl für Informatik 4 Kommunikation und verteilte Systeme. Firewall
Chapter 2: Security Techniques Background Chapter 3: Security on Network and Transport Layer Chapter 4: Security on the Application Layer Chapter 5: Security Concepts for Networks Firewalls Intrusion Detection
Parallel 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
Chapter 1: Operating System Models 1 2 Operating System Models 2.1 Introduction Over the past several years, a number of trends affecting operating system design are witnessed and foremost among them is
Scaling in the Cloud with AWS. By: Eli White (CTO & Co-Founder @ mojolive) eliw.com - @eliw - mojolive.com
Scaling in the Cloud with AWS By: Eli White (CTO & Co-Founder @ mojolive) eliw.com - @eliw - mojolive.com Welcome! Why is this guy talking to us? Please ask questions! 2 What is Scaling anyway? Enabling
ANALYSIS OF GRID COMPUTING AS IT APPLIES TO HIGH VOLUME DOCUMENT PROCESSING AND OCR
ANALYSIS OF GRID COMPUTING AS IT APPLIES TO HIGH VOLUME DOCUMENT PROCESSING AND OCR By: Dmitri Ilkaev, Stephen Pearson Abstract: In this paper we analyze the concept of grid programming as it applies to
Network Services in the SDN Data Center
Network Services in the SDN Center SDN as a Network Service Enablement Platform Whitepaper SHARE THIS WHITEPAPER Executive Summary While interest about OpenFlow and SDN has increased throughout the tech
Nine Considerations When Choosing a Managed Hosting Provider
Nine Considerations When Choosing a Managed Hosting Provider Selecting the right managed hosting provider for your business is a critical part of your success. This white paper provides a roadmap for companies
Big Data Use Case: Business Analytics
Big Data Use Case: Business Analytics Starting point A telecommunications company wants to allude to the topic of Big Data. The established Big Data working group has access to the data stock of the enterprise
The 5G Infrastructure Public-Private Partnership
The 5G Infrastructure Public-Private Partnership NetFutures 2015 5G PPP Vision 25/03/2015 19/06/2015 1 5G new service capabilities User experience continuity in challenging situations such as high mobility
Broadcom 10GbE High-Performance Adapters for Dell PowerEdge 12th Generation Servers
White Paper Broadcom 10GbE High-Performance Adapters for Dell PowerEdge 12th As the deployment of bandwidth-intensive applications such as public and private cloud computing continues to increase, IT administrators
Cisco Application Networking for IBM WebSphere
Cisco Application Networking for IBM WebSphere Faster Downloads and Site Navigation, Less Bandwidth and Server Processing, and Greater Availability for Global Deployments What You Will Learn To address
Microsoft SQL Server 2014 Virtualization Licensing Guide
Microsoft SQL Server 2014 Virtualization Licensing Guide June 2014 Contents 1 Introduction 1 Quick Overview: Licensing SQL Server 2014 for Virtualization -Licensing Individual Virtual Machines -Licensing
Microsoft SQL Server 2012 Virtualization Licensing Guide. June 2012
Microsoft SQL Server 2012 Virtualization Licensing Guide June 2012 Contents Introduction...4 Quick Overview: Licensing SQL Server 2012 for Virtualization...4 Licensing Individual Virtual Machines...4 Licensing
WINDOWS AZURE DATA MANAGEMENT
David Chappell October 2012 WINDOWS AZURE DATA MANAGEMENT CHOOSING THE RIGHT TECHNOLOGY Sponsored by Microsoft Corporation Copyright 2012 Chappell & Associates Contents Windows Azure Data Management: A
SOA REFERENCE ARCHITECTURE: WEB TIER
SOA REFERENCE ARCHITECTURE: WEB TIER SOA Blueprint A structured blog by Yogish Pai Web Application Tier The primary requirement for this tier is that all the business systems and solutions be accessible
SDN/Virtualization and Cloud Computing
SDN/Virtualization and Cloud Computing Agenda Software Define Network (SDN) Virtualization Cloud Computing Software Defined Network (SDN) What is SDN? Traditional Network and Limitations Traditional Computer
Cloud Computing - Architecture, Applications and Advantages
Cloud Computing - Architecture, Applications and Advantages 1 Arun Mani Tripathi 2 Rizwan Beg NIELIT Ministry of C&I.T., Govt. of India 2 Prof. and Head, Department 1 of Computer science and Engineering,Integral
Azure Scalability Prescriptive Architecture using the Enzo Multitenant Framework
Azure Scalability Prescriptive Architecture using the Enzo Multitenant Framework Many corporations and Independent Software Vendors considering cloud computing adoption face a similar challenge: how should
Amazon EC2 Product Details Page 1 of 5
Amazon EC2 Product Details Page 1 of 5 Amazon EC2 Functionality Amazon EC2 presents a true virtual computing environment, allowing you to use web service interfaces to launch instances with a variety of
An Architecture Vision
An Architecture Vision Universal Cloud Communications Stack Cloud Telecom. Software that turns communications into a service. 1 Software Architecture That Matters Universal Cloud Communications Stack (UCCS),
Monday, April 8, 13. Creating Successful Magento ERP Integrations
Creating Successful Magento ERP Integrations Happy Together Creating Successful Magento ERP Integrations David Alger CTO / Lead Engineer www.classyllama.com A Little About Me Exclusively focused on Magento
White Paper. Optimizing the Performance Of MySQL Cluster
White Paper Optimizing the Performance Of MySQL Cluster Table of Contents Introduction and Background Information... 2 Optimal Applications for MySQL Cluster... 3 Identifying the Performance Issues.....
Service Oriented Architecture(SOA)
Outline Service Oriented Architecture ( 1.7) Cloud Computing, Fallacies and Pitfalls ( 1.8-1.9) Pair Programming ( 9.3) Ruby 101 ( 3.1) Everything in Ruby is an Object ( 3.2-3.3) 1 Service Oriented Architecture(SOA)
APPLICATION NOTE. Elastic Scalability. for HetNet Deployment, Management & Optimization
APPLICATION NOTE Elastic Scalability for HetNet Deployment, Management & Optimization Introduction Most industry reports indicate that the HetNet market is poised for explosive growth in the coming years.
THE MOBlLE APP. REVOLUTlON. 8 STEPS TO BUlLDING MOBlLE APPS FAST ln THE CLOUD
THE MOBlLE APP REVOLUTlON 8 STEPS TO BUlLDING MOBlLE APPS FAST ln THE CLOUD People use hand-held devices for everything from communicating and playing games to shopping and surfing the Internet. In fact,
PIVOTAL CRM ARCHITECTURE
WHITEPAPER PIVOTAL CRM ARCHITECTURE Built for Enterprise Performance and Scalability WHITEPAPER PIVOTAL CRM ARCHITECTURE 2 ABOUT Performance and scalability are important considerations in any CRM selection
XTM Web 2.0 Enterprise Architecture Hardware Implementation Guidelines. A.Zydroń 18 April 2009. Page 1 of 12
XTM Web 2.0 Enterprise Architecture Hardware Implementation Guidelines A.Zydroń 18 April 2009 Page 1 of 12 1. Introduction...3 2. XTM Database...4 3. JVM and Tomcat considerations...5 4. XTM Engine...5
Support a New Class of Applications with Cisco UCS M-Series Modular Servers
Solution Brief December 2014 Highlights Support a New Class of Applications Cisco UCS M-Series Modular Servers are designed to support cloud-scale workloads In which a distributed application must run
Chapter 4. Learning Objectives. Learning Objectives. Building an E-commerce Web Site. Building an E-commerce Web Site: A Systematic Approach
Chapter 4 Building an E-commerce Web Site Created by, David Zolzer, Northwestern State University Louisiana Copyright 2002 Pearson Education, Inc. Slide 4-1 Copyright 2002 Pearson Education, Inc. Slide
Tableau Server Scalability Explained
Tableau Server Scalability Explained Author: Neelesh Kamkolkar Tableau Software July 2013 p2 Executive Summary In March 2013, we ran scalability tests to understand the scalability of Tableau 8.0. We wanted
Service-Oriented Architecture and Software Engineering
-Oriented Architecture and Software Engineering T-86.5165 Seminar on Enterprise Information Systems (2008) 1.4.2008 Characteristics of SOA The software resources in a SOA are represented as services based
What Is Specific in Load Testing?
What Is Specific in Load Testing? Testing of multi-user applications under realistic and stress loads is really the only way to ensure appropriate performance and reliability in production. Load testing
Donky Technical Overview
Donky Technical Overview This document will provide the reader with an overview of the features offered and technologies used with the Donky Messaging Network. This document will give a good base level
Virtualized Security: The Next Generation of Consolidation
Virtualization. Consolidation. Simplification. Choice. WHITE PAPER Virtualized Security: The Next Generation of Consolidation Virtualized Security: The Next Generation of Consolidation As we approach the
Domain driven design, NoSQL and multi-model databases
Domain driven design, NoSQL and multi-model databases Java Meetup New York, 10 November 2014 Max Neunhöffer www.arangodb.com Max Neunhöffer I am a mathematician Earlier life : Research in Computer Algebra
Why Service Providers Need an NFV Platform Strategic White Paper
Why Service Providers Need an NFV Platform Strategic White Paper Network Functions Virtualization (NFV) brings proven cloud computing and IT technologies into the networking domain to help service providers
LinuxWorld Conference & Expo Server Farms and XML Web Services
LinuxWorld Conference & Expo Server Farms and XML Web Services Jorgen Thelin, CapeConnect Chief Architect PJ Murray, Product Manager Cape Clear Software Objectives What aspects must a developer be aware
Best Practices for Managing Virtualized Environments
WHITE PAPER Introduction... 2 Reduce Tool and Process Sprawl... 2 Control Virtual Server Sprawl... 3 Effectively Manage Network Stress... 4 Reliably Deliver Application Services... 5 Comprehensively Manage
Building Multi-tenant Applications with Actian PSQL
Building Multi-tenant Applications with Actian PSQL Actian PSQL White Paper May 2013 This white paper is the first in a series of papers designed to show how easily Actian PSQL can provide all the requirements
Best Practices for Architecting Your Hosted Systems for 100% Application Availability
Best Practices for Architecting Your Hosted Systems for 100% Application Availability Overview Business Continuity is not something that is implemented at the time of a disaster. Business Continuity refers
Using VMWare VAAI for storage integration with Infortrend EonStor DS G7i
Using VMWare VAAI for storage integration with Infortrend EonStor DS G7i Application Note Abstract: This document describes how VMware s vsphere Storage APIs (VAAI) can be integrated and used for accelerating
Object Storage: A Growing Opportunity for Service Providers. White Paper. Prepared for: 2012 Neovise, LLC. All Rights Reserved.
Object Storage: A Growing Opportunity for Service Providers Prepared for: White Paper 2012 Neovise, LLC. All Rights Reserved. Introduction For service providers, the rise of cloud computing is both a threat
1. Evolution of the smart phone. 2. The cloud and how it will make us smarter. 3. Hadoop the smart reporting tool
1. Evolution of the smart phone 2. The cloud and how it will make us smarter 3. Hadoop the smart reporting tool 4. Connecting it all to payments ( hint: it involves the term smarter) Oliver Rajic [email protected]
Second-Generation Cloud Computing IaaS Services
Second-Generation Cloud Computing IaaS Services What it means, and why we need it now Prepared for: White Paper 2012 Neovise, LLC. All Rights Reserved. Cloud Computing: Driving IT Forward Cloud computing,
Cisco Application Networking for BEA WebLogic
Cisco Application Networking for BEA WebLogic Faster Downloads and Site Navigation, Less Bandwidth and Server Processing, and Greater Availability for Global Deployments What You Will Learn To address
Moving to the Cloud. Sam Hornstein Jetline Jason Nokes President, Distributor Central Garrett Ausfeldt Starline
Moving to the Cloud Sam Hornstein Jetline Jason Nokes President, Distributor Central Garrett Ausfeldt Starline Sam Hornstein Current Services in the Cloud Business Management System (ERP) Website File
CoIP (Cloud over IP): The Future of Hybrid Networking
CoIP (Cloud over IP): The Future of Hybrid Networking An overlay virtual network that connects, protects and shields enterprise applications deployed across cloud ecosystems The Cloud is Now a Critical
Cloud Computing: Meet the Players. Performance Analysis of Cloud Providers
BASEL UNIVERSITY COMPUTER SCIENCE DEPARTMENT Cloud Computing: Meet the Players. Performance Analysis of Cloud Providers Distributed Information Systems (CS341/HS2010) Report based on D.Kassman, T.Kraska,
Database Scalability {Patterns} / Robert Treat
Database Scalability {Patterns} / Robert Treat robert treat omniti postgres oracle - mysql mssql - sqlite - nosql What are Database Scalability Patterns? Part Design Patterns Part Application Life-Cycle
Hypertable Architecture Overview
WHITE PAPER - MARCH 2012 Hypertable Architecture Overview Hypertable is an open source, scalable NoSQL database modeled after Bigtable, Google s proprietary scalable database. It is written in C++ for
Future- Building a. Business: The Ultimate Guide. Business to
Building a Future- Proof Business: The Ultimate Guide to Moving Your Business to the Cloud Fluid IT Services 5601 Democracy Drive, Suite 265 Plano, TX 75024 Phone: (866) 523-6257 [email protected]
Why NoSQL? Your database options in the new non- relational world. 2015 IBM Cloudant 1
Why NoSQL? Your database options in the new non- relational world 2015 IBM Cloudant 1 Table of Contents New types of apps are generating new types of data... 3 A brief history on NoSQL... 3 NoSQL s roots
Copyright www.agileload.com 1
Copyright www.agileload.com 1 INTRODUCTION Performance testing is a complex activity where dozens of factors contribute to its success and effective usage of all those factors is necessary to get the accurate
Patterns for scalability and availability in (trading) systems. Michel André CTO Saxo Bank
Patterns for scalability and availability in (trading) systems Michel André CTO Saxo Bank October 6, 2014 Saxo Bank introduction Global online investment bank facilitator/broker setup - offices in 25 countries
Lua as a business logic language in high load application. Ilya Martynov [email protected] CTO at IPONWEB
Lua as a business logic language in high load application Ilya Martynov [email protected] CTO at IPONWEB Company background Ad industry Custom development Technical platform with multiple components Custom
ZEN LOAD BALANCER EE v3.04 DATASHEET The Load Balancing made easy
ZEN LOAD BALANCER EE v3.04 DATASHEET The Load Balancing made easy OVERVIEW The global communication and the continuous growth of services provided through the Internet or local infrastructure require to
Cognos8 Deployment Best Practices for Performance/Scalability. Barnaby Cole Practice Lead, Technical Services
Cognos8 Deployment Best Practices for Performance/Scalability Barnaby Cole Practice Lead, Technical Services Agenda > Cognos 8 Architecture Overview > Cognos 8 Components > Load Balancing > Deployment
INTRODUCTION 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
Toolbox.com Live Chat
Toolbox.com Live Chat Live Chat: Infrastructure-Wide Virtualization and Service Management for the Data Center Transcript of original session on May 4 th, 2010 Sponsored by: About the Live Chat Infrastructure-wide
Improve business agility with WebSphere Message Broker
Improve business agility with Message Broker Enhance flexibility and connectivity while controlling costs and increasing customer satisfaction Highlights Leverage business insight by dynamically enriching
SCALABILITY AND AVAILABILITY
SCALABILITY AND AVAILABILITY Real Systems must be Scalable fast enough to handle the expected load and grow easily when the load grows Available available enough of the time Scalable Scale-up increase
The Evolution of Load Testing. Why Gomez 360 o Web Load Testing Is a
Technical White Paper: WEb Load Testing To perform as intended, today s mission-critical applications rely on highly available, stable and trusted software services. Load testing ensures that those criteria
ENZO UNIFIED SOLVES THE CHALLENGES OF OUT-OF-BAND SQL SERVER PROCESSING
ENZO UNIFIED SOLVES THE CHALLENGES OF OUT-OF-BAND SQL SERVER PROCESSING Enzo Unified Extends SQL Server to Simplify Application Design and Reduce ETL Processing CHALLENGES SQL Server does not scale out
Analytics March 2015 White paper. Why NoSQL? Your database options in the new non-relational world
Analytics March 2015 White paper Why NoSQL? Your database options in the new non-relational world 2 Why NoSQL? Contents 2 New types of apps are generating new types of data 2 A brief history of NoSQL 3
ADOPTING MICROSOFT AZURE
David Chappell ADOPTING MICROSOFT AZURE A GUIDE FOR IT LEADERS Sponsored by Microsoft Corporation Copyright 2014 Chappell & Associates Contents Public Cloud Platforms: The Future of Enterprise Computing...
Hardware Recommendations
Hardware Recommendations Alpha Anywhere is a Windows based system that will run on various Windows versions. The minimum requirement is Windows XP SP3 or Server 2003. However, it is recommended that at
MAGENTO HOSTING Progressive Server Performance Improvements
MAGENTO HOSTING Progressive Server Performance Improvements Simple Helix, LLC 4092 Memorial Parkway Ste 202 Huntsville, AL 35802 [email protected] 1.866.963.0424 www.simplehelix.com 2 Table of Contents
Architecting For Failure Why Cloud Architecture is Different! Michael Stiefel www.reliablesoftware.com development@reliablesoftware.
Architecting For Failure Why Cloud Architecture is Different! Michael Stiefel www.reliablesoftware.com [email protected] Outsource Infrastructure? Traditional Web Application Web Site Virtual
Top 10 Tips for Successful Software Development Management
71% of the software projects do not succeed! Top 10 Tips for Successful Software Development Management by Jack Bicer Here are some time tested guidelines that have been used extensively to deliver web
Automation, Efficiency and Scalability in Securities Back Office Processing An implementer's view
Automation, Efficiency and Scalability in Securities Back Office Processing An implementer's view Arnab Debnath CEO, Anshinsoft Corp. Presentation Outline Perspective on back office automation (STP) Modular,
DISTRIBUTED SYSTEMS [COMP9243] Lecture 9a: Cloud Computing WHAT IS CLOUD COMPUTING? 2
DISTRIBUTED SYSTEMS [COMP9243] Lecture 9a: Cloud Computing Slide 1 Slide 3 A style of computing in which dynamically scalable and often virtualized resources are provided as a service over the Internet.
