Enn Õunapuu

Size: px
Start display at page:

Download "Enn Õunapuu"

Transcription

1 Asünkroonsed teenused Enn Õunapuu

2 Määrang Asynchronous processing enables methods to return immediately without blocking on the calling thread. Consumers request asynchronous processing when initializing a data source object or when opening or populating a rowset. The consumer must explicitly request asynchronous processing. Otherwise, the provider can perform asynchronous operations in the background but must behave synchronously, blocking if necessary, until the underlying asynchronous operation completes.

3 Miks asünkroonne 1. Ei blokeeri rakenduse 2. Hoiab ressursse kokku

4 Messagging

5 Asynchronous messaging Asynchronous messaging is fundamentally a pragmatic reaction to the problems of distributed systems. Sending a message does not require both systems to be up and ready at the same time. Furthermore, thinking about the communication in an asynchronous manner forces developers to recognize that working with a remote application is slower, which encourages design of components with high cohesion (lots of work locally) and low adhesion (selective work remotely).

6 Basic Messaging Concepts Channels Messaging applications transmit data through a Message Channel, a virtual pipe that connects a sender to a receiver. Messages A Message is an atomic packet of data that can be transmitted on a channel. Multi-step delivery A Pipes and Filters architecture describes how multiple processing steps can be chained together using channels. Routing In a large enterprise with numerous applications and channels to connect them, a message may have to go through several channels to reach its final destination. Transformation Various applications may not agree on the format for the same conceptual data; the sender formats the message one way, yet the receiver expects it to be formatted another way. Endpoints This bridge code is a set of coordinated Message Endpoints that enable the application to send and receive messages.

7 Message Channel

8 Message

9 Pipes and filters

10 Message router

11 Message translator

12 Message endpoint

13 Enterprise integration Patterns

14

15

16 Event Driven Messaging Service A requests that it be set up as a subscriber to the event it is interested in by interacting with an event manager. Once the event occurs, Service B forwards the details to the event manager which, in turn, notifies Service A (and all other subscribers) via a one-way, asynchronous data transfer. Note that in this case, Service A also receives the event information earlier because the event details can be transmitted as soon as they're available.

17

18

19 Enterprise 1.0 ( 60s 80s) Enterprise 2.0 ( 80s 2000) Enterprise 3.0 ( ) Data Processing Client Server Predictive Building Block Mainframe Database ESB Software 2-Tier 3-Tier N-Tier Velocity Batch Online Event Driven Interactions 000 s 000,000 s 000,000,000,000 s 19

20 Half Life of Data Enterprise 1.0 ( 60s 80s) Enterprise 2.0 ( 80s 2000) Enterprise 3.0 Amount of Data ( ) Time to React Data Processing Client Server Predictive Building Block Mainframe Database ESB Software 2-Tier 3-Tier N-Tier Velocity Batch Online Event Driven Interactions 000,000 s 000,000,000 s 000,000,000,000 s 20

21 The Data Advantage Events Enterprise 3.0 Threats & Opportunities Transactions Enterprise

22 Potential Business Value CEP enables More Effective Decisions Business Automation Enables Fast Response Business Event Effective Real-time Decisions Dynamic Business Conditions Point of Transaction Response to Dynamic Conditions Result Measured Root Cause Determined Corrective Decision Made Action Taken Action time 22

23 Velocity drives need for Event Processing Business Cycle-Time Improvements Perform Trading Analytics Airline Operations 30 minutes 20 minutes 5 seconds 30 seconds Handle Call Center Inquiries Track Financial/Risk Position 1 day 8 hours 5 minutes 10 seconds Supply Chain Updates Document Transfer Phone/Service Activation Refresh Data Warehouse Settle Trade/Transaction Build-to-Order Product 1 day 3 days 3 days 1 month 5 days 6 weeks 15 minutes Mail express fax 20 seconds 1 hour 1 hour 1 day 1 day Source: Gartner 23

24 Demo

25 public bool SavetoMSMQ(string XMLDoc) { Boolean edu = true; // check if queue exists, if not create it MessageQueue msmq = null; if (!MessageQueue.Exists(ConfigurationManager.AppSettings["queueName"])) { msmq = MessageQueue.Create(ConfigurationManager.AppSettings["queueName"]); } else { msmq = new MessageQueue(ConfigurationManager.AppSettings["queueName"]); } try { msmq.send(xmldoc); } catch (Exception ee) { edu = false; } finally { msmq.close(); } return edu; }

26 <appsettings> <!-- use appsetting to configure MSMQ queue name --> <add key="queuename" value=".\private$\invoicequeue"/> </appsettings>

27 protected void Button1_Click(object sender, EventArgs e) { Stream thestream = FileUpload1.PostedFile.InputStream; StreamReader reader = new StreamReader(theStream); string text = reader.readtoend(); MSMQ client = new MSMQ(); client.savetomsmqasync(text); Label1.Text = "kirjutatud MSMQ-sse FILE:" + FileUpload1.FileName; }

28 Background Application requirements have changed dramatically in recent years. Only a few years ago a large application had tens of servers, seconds of response time, hours of offline maintenance and gigabytes of data. Today applications are deployed on everything from mobile devices to cloud-based clusters running thousands of multi-core processors. Users expect millisecond response times and 100% uptime. Data is measured in Petabytes. Today's demands are simply not met by yesterday s software architectures.

29 Intension A coherent approach to systems architecture is needed, and we believe that all necessary aspects are already recognised individually: we want systems that are: Responsive, Resilient, Elastic and Message Driven. We call these Reactive Systems.

30 Features Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. This makes them easier to develop and amenable to change. They are significantly more tolerant of failure and when failure does occur they meet it with elegance rather than disaster. Reactive Systems are highly responsive, giving users effective interactive feedback.

31 Responsive The system responds in a timely manner if at all possible. Responsiveness is the cornerstone of usability and utility, but more than that, responsiveness means that problems may be detected quickly and dealt with effectively. Responsive systems focus on providing rapid and consistent response times, establishing reliable upper bounds so they deliver a consistent quality of service. This consistent behaviour in turn simplifies error handling, builds end user confidence, and encourages further interaction.

32 Resilient The system stays responsive in the face of failure. This applies not only to highly-available, mission critical systems any system that is not resilient will be unresponsive after a failure. Resilience is achieved by replication, containment, isolation and delegation. Failures are contained within each component, isolating components from each other and thereby ensuring that parts of the system can fail and recover without compromising the system as a whole. Recovery of each component is delegated to another (external) component and high-availability is ensured by replication where necessary. The client of a component is not burdened with handling its failures.

33 Elastic The system stays responsive under varying workload. Reactive Systems can react to changes in the input rate by increasing or decreasing the resources allocated to service these inputs. This implies designs that have no contention points or central bottlenecks, resulting in the ability to shard or replicate components and distribute inputs among them. Reactive Systems support predictive, as well as Reactive, scaling algorithms by providing relevant live performance measures. They achieve elasticity in a cost-effective way on commodity hardware and software platforms.

34 Message Driven Reactive Systems rely on asynchronous message-passing to establish a boundary between components that ensures loose coupling, isolation, location transparency, and provides the means to delegate errors as messages. Employing explicit message-passing enables load management, elasticity, and flow control by shaping and monitoring the message queues in the system and applying back-pressure when necessary. Location transparent messaging as a means of communication makes it possible for the management of failure to work with the same constructs and semantics across a cluster or within a single host. Nonblocking communication allows recipients to only consume resources while active, leading to less system overhead.

35

36 Architecture principe Large systems are composed of smaller ones and therefore depend on the Reactive properties of their constituents. This means that Reactive Systems apply design principles so these properties apply at all levels of scale, making them composable. The largest systems in the world rely upon architectures based on these properties and serve the needs of billions of people daily. It is time to apply these design principles consciously from the start instead of rediscovering them each time.

37 Node.js characteristics

38

39

40

41

42

43

44

45

46

47

48

49

50 Jõudu!!!

Enn Õunapuu

Enn Õunapuu Asünkroonsed teenused Enn Õunapuu enn.ounapuu@ttu.ee Määrang Asynchronous processing enables methods to return immediately without blocking on the calling thread. Consumers request asynchronous processing

More information

Reactive Systems. Dave Farley.

Reactive Systems. Dave Farley. Reactive Systems Dave Farley http://www.davefarley.net @davefarley77 Reactive Systems 21st Century Architecture for 21st Century Problems Dave Farley http://www.davefarley.net @davefarley77 http://www.continuous-delivery.co.uk

More information

DON'T BLOCK YOUR MOBILES AND INTERNET OF THINGS

DON'T BLOCK YOUR MOBILES AND INTERNET OF THINGS DON'T BLOCK YOUR MOBILES AND INTERNET OF THINGS Use non blocking I/O for scalable and resilient server applications MAGNUS LARSSON, PÄR WENÅKER, ANDERS ASPLUND 2014-10-23 CALLISTAENTERPRISE.SE AGENDA The

More information

Building reactive services using functional programming. Rachel rachelree.se Jet tech.jet.

Building reactive services using functional programming. Rachel rachelree.se Jet tech.jet. Building reactive services using functional programming Rachel Reese @rachelreese rachelree.se Jet Technology @JetTechnology tech.jet.com Taking on Amazon! Launched July 22 Both Apple & Android named our

More information

Solace JMS Broker Delivers Highest Throughput for Persistent and Non-Persistent Delivery

Solace JMS Broker Delivers Highest Throughput for Persistent and Non-Persistent Delivery Solace JMS Broker Delivers Highest Throughput for Persistent and Non-Persistent Delivery Java Message Service (JMS) is a standardized messaging interface that has become a pervasive part of the IT landscape

More information

Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions

Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions Chapter 1: Solving Integration Problems Using Patterns 2 Introduction The Need for Integration Integration Challenges

More information

Chapter 1: Distributed Information Systems

Chapter 1: Distributed Information Systems Chapter 1: Distributed Information Systems Contents - Chapter 1 Design of an information system Layers and tiers Bottom up design Top down design Architecture of an information system One tier Two tier

More information

Programming Without a Call Stack: Event-driven Architectures

Programming Without a Call Stack: Event-driven Architectures Programming Without a Call Stack: Event-driven Architectures Gregor Hohpe Google www.eaipatterns.com Gregor Hohpe Programming Without a Call Stack: Event-driven Architectures Slide 1 About Me Distributed

More information

Gustavo Alonso, ETH Zürich. Web services: Concepts, Architectures and Applications - Chapter 1 2

Gustavo Alonso, ETH Zürich. Web services: Concepts, Architectures and Applications - Chapter 1 2 Chapter 1: Distributed Information Systems Gustavo Alonso Computer Science Department Swiss Federal Institute of Technology (ETHZ) alonso@inf.ethz.ch http://www.iks.inf.ethz.ch/ Contents - Chapter 1 Design

More information

Best Practices for Scaling Websites Lessons from ebay

Best Practices for Scaling Websites Lessons from ebay Best Practices for Scaling Websites Lessons from ebay Randy Shoup ebay Distinguished Architect QCon Asia 2009 Challenges at Internet Scale ebay manages 86.3 million active users worldwide 120 million items

More information

ebay s Architectural Principles

ebay s Architectural Principles ebay s Architectural Principles Architectural Strategies, Patterns, and Forces for Scaling a Large ecommerce Site Randy Shoup ebay Distinguished Architect QCon London 2008 March 14, 2008 What we re up

More information

Oracle Database 12c: JMS Sharded Queues

Oracle Database 12c: JMS Sharded Queues Oracle Database 12c: JMS Sharded Queues For high performance, scalable Advanced Queuing ORACLE WHITE PAPER MARCH 2015 Table of Contents Introduction 2 Architecture 3 PERFORMANCE OF AQ-JMS QUEUES 4 PERFORMANCE

More information

In this unit we are going to look at cloud computing. Cloud computing, also known as 'on-demand computing', is a kind of Internet-based computing,

In this unit we are going to look at cloud computing. Cloud computing, also known as 'on-demand computing', is a kind of Internet-based computing, In this unit we are going to look at cloud computing. Cloud computing, also known as 'on-demand computing', is a kind of Internet-based computing, where shared resources, data and information are provided

More information

Introduction to reactive programming. Jonas Chapuis, Ph.D.

Introduction to reactive programming. Jonas Chapuis, Ph.D. Introduction to reactive programming Jonas Chapuis, Ph.D. Reactive programming is an asynchronous programming paradigm oriented around data flows and the propagation of change wikipedia Things happening

More information

Cisco Wide Area Application Services and Cisco Nexus Family Switches: Enable the Intelligent Data Center

Cisco Wide Area Application Services and Cisco Nexus Family Switches: Enable the Intelligent Data Center Cisco Wide Area Application Services and Cisco Nexus Family Switches: Enable the Intelligent Data Center What You Will Learn IT departments are facing increasing pressure to accommodate numerous changing

More information

When, Where & Why to Use NoSQL?

When, Where & Why to Use NoSQL? When, Where & Why to Use NoSQL? 1 Big data is becoming a big challenge for enterprises. Many organizations have built environments for transactional data with Relational Database Management Systems (RDBMS),

More information

ebay Marketplace Architecture

ebay Marketplace Architecture ebay Marketplace Architecture Architectural Strategies, Patterns, and Forces Randy Shoup, ebay Distinguished Architect QCon SF 2007 November 9, 2007 What we re up against ebay manages Over 248,000,000

More information

Video-Aware Networking: Automating Networks and Applications to Simplify the Future of Video

Video-Aware Networking: Automating Networks and Applications to Simplify the Future of Video Video-Aware Networking: Automating Networks and Applications to Simplify the Future of Video The future of video is in the network We live in a world where more and more video is shifting to IP and mobile.

More information

ARCHITECTING WEB APPLICATIONS FOR THE CLOUD: DESIGN PRINCIPLES AND PRACTICAL GUIDANCE FOR AWS

ARCHITECTING WEB APPLICATIONS FOR THE CLOUD: DESIGN PRINCIPLES AND PRACTICAL GUIDANCE FOR AWS ARCHITECTING WEB APPLICATIONS FOR THE CLOUD: DESIGN PRINCIPLES AND PRACTICAL GUIDANCE FOR AWS Dr Adnene Guabtni, Senior Research Scientist, NICTA/Data61, CSIRO Adnene.Guabtni@csiro.au EC2 S3 ELB RDS AMI

More information

Architectural challenges for building a low latency, scalable multi-tenant data warehouse

Architectural challenges for building a low latency, scalable multi-tenant data warehouse Architectural challenges for building a low latency, scalable multi-tenant data warehouse Mataprasad Agrawal Solutions Architect, Services CTO 2017 Persistent Systems Ltd. All rights reserved. Our analytics

More information

NewSQL Without Compromise

NewSQL Without Compromise NewSQL Without Compromise Everyday businesses face serious challenges coping with application performance, maintaining business continuity, and gaining operational intelligence in real- time. There are

More information

vsan Disaster Recovery November 19, 2017

vsan Disaster Recovery November 19, 2017 November 19, 2017 1 Table of Contents 1. Disaster Recovery 1.1.Overview 1.2.vSAN Stretched Clusters and Site Recovery Manager 1.3.vSAN Performance 1.4.Summary 2 1. Disaster Recovery According to the United

More information

02 - Distributed Systems

02 - Distributed Systems 02 - Distributed Systems Definition Coulouris 1 (Dis)advantages Coulouris 2 Challenges Saltzer_84.pdf Models Physical Architectural Fundamental 2/58 Definition Distributed Systems Distributed System is

More information

02 - Distributed Systems

02 - Distributed Systems 02 - Distributed Systems Definition Coulouris 1 (Dis)advantages Coulouris 2 Challenges Saltzer_84.pdf Models Physical Architectural Fundamental 2/60 Definition Distributed Systems Distributed System is

More information

Enabling Efficient and Scalable Zero-Trust Security

Enabling Efficient and Scalable Zero-Trust Security WHITE PAPER Enabling Efficient and Scalable Zero-Trust Security FOR CLOUD DATA CENTERS WITH AGILIO SMARTNICS THE NEED FOR ZERO-TRUST SECURITY The rapid evolution of cloud-based data centers to support

More information

EBOOK DATABASE CONSIDERATIONS FOR DOCKER

EBOOK DATABASE CONSIDERATIONS FOR DOCKER DATABASE CONSIDERATIONS FOR DOCKER Docker and NuoDB: A Natural Fit Both NuoDB and Docker were developed with the same fundamental principles in mind: distributed processing, resource efficiency, administrative

More information

Availability and the Always-on Enterprise: Why Backup is Dead

Availability and the Always-on Enterprise: Why Backup is Dead Availability and the Always-on Enterprise: Why Backup is Dead Backups certainly fit the bill at one time, but data center needs have evolved and expanded. By Nick Cavalancia Every business has experienced

More information

Hyper-Converged Infrastructure: Providing New Opportunities for Improved Availability

Hyper-Converged Infrastructure: Providing New Opportunities for Improved Availability Hyper-Converged Infrastructure: Providing New Opportunities for Improved Availability IT teams in companies of all sizes face constant pressure to meet the Availability requirements of today s Always-On

More information

Maximize the Speed and Scalability of Your MuleSoft ESB with Solace

Maximize the Speed and Scalability of Your MuleSoft ESB with Solace Maximize the Speed and Scalability of MuleSoft s Mule ESB enterprise service bus software makes information and interactive services accessible to a wide range of applications and users by intelligently

More information

The Transition to Networked Storage

The Transition to Networked Storage The Transition to Networked Storage Jim Metzler Ashton, Metzler & Associates Table of Contents 1.0 Executive Summary... 3 2.0 The Emergence of the Storage Area Network... 3 3.0 The Link Between Business

More information

REFERENCE ARCHITECTURE Quantum StorNext and Cloudian HyperStore

REFERENCE ARCHITECTURE Quantum StorNext and Cloudian HyperStore REFERENCE ARCHITECTURE Quantum StorNext and Cloudian HyperStore CLOUDIAN + QUANTUM REFERENCE ARCHITECTURE 1 Table of Contents Introduction to Quantum StorNext 3 Introduction to Cloudian HyperStore 3 Audience

More information

Reasons to Deploy Oracle on EMC Symmetrix VMAX

Reasons to Deploy Oracle on EMC Symmetrix VMAX Enterprises are under growing urgency to optimize the efficiency of their Oracle databases. IT decision-makers and business leaders are constantly pushing the boundaries of their infrastructures and applications

More information

Announcements. me your survey: See the Announcements page. Today. Reading. Take a break around 10:15am. Ack: Some figures are from Coulouris

Announcements.  me your survey: See the Announcements page. Today. Reading. Take a break around 10:15am. Ack: Some figures are from Coulouris Announcements Email me your survey: See the Announcements page Today Conceptual overview of distributed systems System models Reading Today: Chapter 2 of Coulouris Next topic: client-side processing (HTML,

More information

A Guide to Architecting the Active/Active Data Center

A Guide to Architecting the Active/Active Data Center White Paper A Guide to Architecting the Active/Active Data Center 2015 ScaleArc. All Rights Reserved. White Paper The New Imperative: Architecting the Active/Active Data Center Introduction With the average

More information

SECURITY REDEFINED. Managing risk and securing the business in the age of the third platform. Copyright 2014 EMC Corporation. All rights reserved.

SECURITY REDEFINED. Managing risk and securing the business in the age of the third platform. Copyright 2014 EMC Corporation. All rights reserved. SECURITY REDEFINED Managing risk and securing the business in the age of the third platform 1 BILLIONS OF USERS MILLIONS OF APPS 2010 HUNDREDS OF MILLIONS OF USERS Mobile Cloud Big Data Social Mobile Devices

More information

YOUR APPLICATION S JOURNEY TO THE CLOUD. What s the best way to get cloud native capabilities for your existing applications?

YOUR APPLICATION S JOURNEY TO THE CLOUD. What s the best way to get cloud native capabilities for your existing applications? YOUR APPLICATION S JOURNEY TO THE CLOUD What s the best way to get cloud native capabilities for your existing applications? Introduction Moving applications to cloud is a priority for many IT organizations.

More information

Craig Blitz Oracle Coherence Product Management

Craig Blitz Oracle Coherence Product Management Software Architecture for Highly Available, Scalable Trading Apps: Meeting Low-Latency Requirements Intentionally Craig Blitz Oracle Coherence Product Management 1 Copyright 2011, Oracle and/or its affiliates.

More information

Produced by. Design Patterns. MSc in Computer Science. Eamonn de Leastar

Produced by. Design Patterns. MSc in Computer Science. Eamonn de Leastar Design Patterns MSc in Computer Science Produced by Eamonn de Leastar (edeleastar@wit.ie)! Department of Computing, Maths & Physics Waterford Institute of Technology http://www.wit.ie http://elearning.wit.ie

More information

Designing and debugging real-time distributed systems

Designing and debugging real-time distributed systems Designing and debugging real-time distributed systems By Geoff Revill, RTI This article identifies the issues of real-time distributed system development and discusses how development platforms and tools

More information

PROCESSES AND THREADS

PROCESSES AND THREADS PROCESSES AND THREADS A process is a heavyweight flow that can execute concurrently with other processes. A thread is a lightweight flow that can execute concurrently with other threads within the same

More information

Stateless Network Functions:

Stateless Network Functions: Stateless Network Functions: Breaking the Tight Coupling of State and Processing Murad Kablan, Azzam Alsudais, Eric Keller, Franck Le University of Colorado IBM Networks Need Network Functions Firewall

More information

7 Things ISVs Must Know About Virtualization

7 Things ISVs Must Know About Virtualization 7 Things ISVs Must Know About Virtualization July 2010 VIRTUALIZATION BENEFITS REPORT Table of Contents Executive Summary...1 Introduction...1 1. Applications just run!...2 2. Performance is excellent...2

More information

Randy Pagels Sr. Developer Technology Specialist DX US Team AZURE PRIMED

Randy Pagels Sr. Developer Technology Specialist DX US Team AZURE PRIMED Randy Pagels Sr. Developer Technology Specialist DX US Team rpagels@microsoft.com AZURE PRIMED 2016.04.11 Interactive Data Analytics Discover the root cause of any app performance behavior almost instantaneously

More information

Pimp My Data Grid. Brian Oliver Senior Principal Solutions Architect <Insert Picture Here>

Pimp My Data Grid. Brian Oliver Senior Principal Solutions Architect <Insert Picture Here> Pimp My Data Grid Brian Oliver Senior Principal Solutions Architect (brian.oliver@oracle.com) Oracle Coherence Oracle Fusion Middleware Agenda An Architectural Challenge Enter the

More information

Take Back Lost Revenue by Activating Virtuozzo Storage Today

Take Back Lost Revenue by Activating Virtuozzo Storage Today Take Back Lost Revenue by Activating Virtuozzo Storage Today JUNE, 2017 2017 Virtuozzo. All rights reserved. 1 Introduction New software-defined storage (SDS) solutions are enabling hosting companies to

More information

BPS Suite and the OCEG Capability Model. Mapping the OCEG Capability Model to the BPS Suite s product capability.

BPS Suite and the OCEG Capability Model. Mapping the OCEG Capability Model to the BPS Suite s product capability. BPS Suite and the OCEG Capability Model Mapping the OCEG Capability Model to the BPS Suite s product capability. BPS Contents Introduction... 2 GRC activities... 2 BPS and the Capability Model for GRC...

More information

High Availability through Warm-Standby Support in Sybase Replication Server A Whitepaper from Sybase, Inc.

High Availability through Warm-Standby Support in Sybase Replication Server A Whitepaper from Sybase, Inc. High Availability through Warm-Standby Support in Sybase Replication Server A Whitepaper from Sybase, Inc. Table of Contents Section I: The Need for Warm Standby...2 The Business Problem...2 Section II:

More information

BUILDING the VIRtUAL enterprise

BUILDING the VIRtUAL enterprise BUILDING the VIRTUAL ENTERPRISE A Red Hat WHITEPAPER www.redhat.com As an IT shop or business owner, your ability to meet the fluctuating needs of your business while balancing changing priorities, schedules,

More information

TopLink Grid: Scaling JPA applications with Coherence

TopLink Grid: Scaling JPA applications with Coherence TopLink Grid: Scaling JPA applications with Coherence Shaun Smith Principal Product Manager shaun.smith@oracle.com Java Persistence: The Problem Space Customer id: int name: String

More information

PASS4TEST. IT Certification Guaranteed, The Easy Way! We offer free update service for one year

PASS4TEST. IT Certification Guaranteed, The Easy Way!   We offer free update service for one year PASS4TEST IT Certification Guaranteed, The Easy Way! \ http://www.pass4test.com We offer free update service for one year Exam : 0B0-105 Title : BEA8.1 Certified Architect:Enterprise Architecture Vendors

More information

Essential Features of an Integration Solution

Essential Features of an Integration Solution Essential Features of an Integration Solution September 2017 WHITE PAPER Essential Features of an Integration Solution When an enterprise uses multiple applications, it needs to connect them for a variety

More information

White. Paper. EMC Isilon Scale-out Without Compromise. July, 2012

White. Paper. EMC Isilon Scale-out Without Compromise. July, 2012 White Paper EMC Isilon Scale-out Without Compromise By Terri McClure, Senior Analyst July, 2012 This ESG White Paper was commissioned by EMC and is distributed under license from ESG. 2012, The Enterprise

More information

Fusion iomemory PCIe Solutions from SanDisk and Sqrll make Accumulo Hypersonic

Fusion iomemory PCIe Solutions from SanDisk and Sqrll make Accumulo Hypersonic WHITE PAPER Fusion iomemory PCIe Solutions from SanDisk and Sqrll make Accumulo Hypersonic Western Digital Technologies, Inc. 951 SanDisk Drive, Milpitas, CA 95035 www.sandisk.com Table of Contents Executive

More information

CloudSwyft Learning-as-a-Service Course Catalog 2018 (Individual LaaS Course Catalog List)

CloudSwyft Learning-as-a-Service Course Catalog 2018 (Individual LaaS Course Catalog List) CloudSwyft Learning-as-a-Service Course Catalog 2018 (Individual LaaS Course Catalog List) Microsoft Solution Latest Sl Area Refresh No. Course ID Run ID Course Name Mapping Date 1 AZURE202x 2 Microsoft

More information

Curriculum 2013 Knowledge Units Pertaining to PDC

Curriculum 2013 Knowledge Units Pertaining to PDC Curriculum 2013 Knowledge Units Pertaining to C KA KU Tier Level NumC Learning Outcome Assembly level machine Describe how an instruction is executed in a classical von Neumann machine, with organization

More information

Maximizing IT Security with Configuration Management WHITE PAPER

Maximizing IT Security with Configuration Management WHITE PAPER Maximizing IT Security with Configuration Management WHITE PAPER Contents 3 Overview 4 Configuration, security, and compliance policies 5 Establishing a Standard Operating Environment (SOE) and meeting

More information

Veritas Storage Foundation for Windows by Symantec

Veritas Storage Foundation for Windows by Symantec Veritas Storage Foundation for Windows by Symantec Advanced online storage management Data Sheet: Storage Management Overview Veritas Storage Foundation 6.0 for Windows brings advanced online storage management

More information

Asynchronous OSGi: Promises for the masses. Tim Ward.

Asynchronous OSGi: Promises for the masses. Tim Ward. Asynchronous OSGi: Promises for the masses Tim Ward http://www.paremus.com info@paremus.com Who is Tim Ward? @TimothyWard Senior Consulting Engineer, Trainer and Architect at Paremus 5 years at IBM developing

More information

AN EVENTFUL TOUR FROM ENTERPRISE INTEGRATION TO SERVERLESS. Marius Bogoevici Christian Posta 9 May, 2018

AN EVENTFUL TOUR FROM ENTERPRISE INTEGRATION TO SERVERLESS. Marius Bogoevici Christian Posta 9 May, 2018 AN EVENTFUL TOUR FROM ENTERPRISE INTEGRATION TO SERVERLESS Marius Bogoevici (@mariusbogoevici) Christian Posta (@christianposta) 9 May, 2018 About Us Marius Bogoevici @mariusbogoevici Chief Architect -

More information

Sistemi ICT per il Business Networking

Sistemi ICT per il Business Networking Corso di Laurea Specialistica Ingegneria Gestionale Sistemi ICT per il Business Networking B2B Integration Docente: Vito Morreale (vito.morreale@eng.it) 1 B2B Interactions Businesses are constantly searching

More information

Nutanix Tech Note. Virtualizing Microsoft Applications on Web-Scale Infrastructure

Nutanix Tech Note. Virtualizing Microsoft Applications on Web-Scale Infrastructure Nutanix Tech Note Virtualizing Microsoft Applications on Web-Scale Infrastructure The increase in virtualization of critical applications has brought significant attention to compute and storage infrastructure.

More information

NEC Virtualized Evolved Packet Core vepc

NEC Virtualized Evolved Packet Core vepc TE-524262 NEC Virtualized Evolved Packet Core vepc Design Concepts and Benefits INDEX Leading the transformation into Mobile Packet Core Virtualization P.3 vepc System Architecture Overview P.4 Elastic

More information

I D C T E C H N O L O G Y S P O T L I G H T. V i r t u a l and Cloud D a t a Center Management

I D C T E C H N O L O G Y S P O T L I G H T. V i r t u a l and Cloud D a t a Center Management I D C T E C H N O L O G Y S P O T L I G H T Orchestration S i m p l i f i es and Streamlines V i r t u a l and Cloud D a t a Center Management January 2013 Adapted from Systems Management Software Purchasing

More information

MarkLogic as a Real-Time Data Hub

MarkLogic as a Real-Time Data Hub MarkLogic as a Real-Time Data Hub Prepared by Mike Bowers 5/9/2018 version 1.3 About the Author Michael Bowers Principal Engineer Data Architect Using NoSQL professionally for 10 years Author Pro CSS and

More information

Falling Out of the Clouds: When Your Big Data Needs a New Home

Falling Out of the Clouds: When Your Big Data Needs a New Home Falling Out of the Clouds: When Your Big Data Needs a New Home Executive Summary Today s public cloud computing infrastructures are not architected to support truly large Big Data applications. While it

More information

Lecture 13. Quality of Service II CM0256

Lecture 13. Quality of Service II CM0256 Lecture 13 Quality of Service II CM0256 Types of QoS Best Effort Services Integrated Services -- resource reservation network resources are assigned according to the application QoS request and subject

More information

MODERNISE WITH ALL-FLASH. Intel Inside. Powerful Data Centre Outside.

MODERNISE WITH ALL-FLASH. Intel Inside. Powerful Data Centre Outside. MODERNISE WITH ALL-FLASH Intel Inside. Powerful Data Centre Outside. MODERNISE WITHOUT COMPROMISE In today s lightning-fast digital world, it s critical for businesses to make their move to the Modern

More information

Strategic Briefing Paper Big Data

Strategic Briefing Paper Big Data Strategic Briefing Paper Big Data The promise of Big Data is improved competitiveness, reduced cost and minimized risk by taking better decisions. This requires affordable solution architectures which

More information

Microservices Beyond the Hype. SATURN San Diego May 3, 2016 Paulo Merson

Microservices Beyond the Hype. SATURN San Diego May 3, 2016 Paulo Merson Microservices Beyond the Hype SATURN San Diego May 3, 2016 Paulo Merson Our goal Try to define microservice Discuss what you gain and what you lose with microservices 2 Defining Microservice Unfortunately

More information

Massive Scalability With InterSystems IRIS Data Platform

Massive Scalability With InterSystems IRIS Data Platform Massive Scalability With InterSystems IRIS Data Platform Introduction Faced with the enormous and ever-growing amounts of data being generated in the world today, software architects need to pay special

More information

Introduction to Distributed Systems

Introduction to Distributed Systems Introduction to Distributed Systems Other matters: review of the Bakery Algorithm: why can t we simply keep track of the last ticket taken and the next ticvket to be called? Ref: [Coulouris&al Ch 1, 2]

More information

Disaster Recovery Is A Business Strategy

Disaster Recovery Is A Business Strategy Disaster Recovery Is A Business Strategy A White Paper By Table of Contents Preface Disaster Recovery Is a Business Strategy Disaster Recovery Is a Business Strategy... 2 Disaster Recovery: The Facts...

More information

2018 Mobile Security Report

2018 Mobile Security Report 2018 Mobile Security Report CONTENTS Introduction 3 Businesses suspect their mobile workers are being hacked 4 Cafés, airports and hotels: a hotspot for Wi-Fi related security incidents 5 BYOD: Bring Your

More information

New Oracle NoSQL Database APIs that Speed Insertion and Retrieval

New Oracle NoSQL Database APIs that Speed Insertion and Retrieval New Oracle NoSQL Database APIs that Speed Insertion and Retrieval O R A C L E W H I T E P A P E R F E B R U A R Y 2 0 1 6 1 NEW ORACLE NoSQL DATABASE APIs that SPEED INSERTION AND RETRIEVAL Introduction

More information

BUYING SERVER HARDWARE FOR A SCALABLE VIRTUAL INFRASTRUCTURE

BUYING SERVER HARDWARE FOR A SCALABLE VIRTUAL INFRASTRUCTURE E-Guide BUYING SERVER HARDWARE FOR A SCALABLE VIRTUAL INFRASTRUCTURE SearchServer Virtualization P art 1 of this series explores how trends in buying server hardware have been influenced by the scale-up

More information

Copyright 2012 EMC Corporation. All rights reserved.

Copyright 2012 EMC Corporation. All rights reserved. 1 TRANSFORM IT+BUSINESS+YOURSELF DISASTER RECOVERY FOR MISSION CRITICAL APPLICATIONS EMC FORUM 2012 SKOPJE Dejan Živanović Presales Manager Dejan.Zivanovic@emc.com 2 Cloud A New Architecture Old World

More information

DISASTER RECOVERY- AS-A-SERVICE FOR VMWARE CLOUD PROVIDER PARTNERS WHITE PAPER - OCTOBER 2017

DISASTER RECOVERY- AS-A-SERVICE FOR VMWARE CLOUD PROVIDER PARTNERS WHITE PAPER - OCTOBER 2017 DISASTER RECOVERY- AS-A-SERVICE FOR VMWARE CLOUD PROVIDER PARTNERS WHITE PAPER - OCTOBER 2017 Table of Contents Executive Summary 3 Introduction 3 vsphere Replication... 3 VMware NSX for vsphere... 4 What

More information

White paper ETERNUS CS800 Data Deduplication Background

White paper ETERNUS CS800 Data Deduplication Background White paper ETERNUS CS800 - Data Deduplication Background This paper describes the process of Data Deduplication inside of ETERNUS CS800 in detail. The target group consists of presales, administrators,

More information

Event Streams using Apache Kafka

Event Streams using Apache Kafka Event Streams using Apache Kafka And how it relates to IBM MQ Andrew Schofield Chief Architect, Event Streams STSM, IBM Messaging, Hursley Park Event-driven systems deliver more engaging customer experiences

More information

Software Architecture

Software Architecture Software Architecture Lecture 6 Event Systems Rob Pettit George Mason University SWE 443 Software Architecture Event Systems 1 previously data flow and call-return styles data flow batch sequential dataflow

More information

GFS Overview. Design goals/priorities Design for big-data workloads Huge files, mostly appends, concurrency, huge bandwidth Design for failures

GFS Overview. Design goals/priorities Design for big-data workloads Huge files, mostly appends, concurrency, huge bandwidth Design for failures GFS Overview Design goals/priorities Design for big-data workloads Huge files, mostly appends, concurrency, huge bandwidth Design for failures Interface: non-posix New op: record appends (atomicity matters,

More information

Patterns on XRegional Data Consistency

Patterns on XRegional Data Consistency Patterns on XRegional Data Consistency Contents The problem... 3 Introducing XRegional... 3 The solution... 5 Enabling consistency... 6 The XRegional Framework: A closer look... 8 Some considerations...

More information

Vscale: Real-World Deployments of Next-Gen Data Center Architecture

Vscale: Real-World Deployments of Next-Gen Data Center Architecture Vscale: Real-World Deployments of Next-Gen Data Center Architecture Key takeaways Dell EMC Vscale is a standard, modular, pre-engineered architecture that transforms data centers into an automated, scalable

More information

Upgrade Your MuleESB with Solace s Messaging Infrastructure

Upgrade Your MuleESB with Solace s Messaging Infrastructure The era of ubiquitous connectivity is upon us. The amount of data most modern enterprises must collect, process and distribute is exploding as a result of real-time process flows, big data, ubiquitous

More information

Focus On: Oracle Database 11g Release 2

Focus On: Oracle Database 11g Release 2 Focus On: Oracle Database 11g Release 2 Focus on: Oracle Database 11g Release 2 Oracle s most recent database version, Oracle Database 11g Release 2 [11g R2] is focused on cost saving, high availability

More information

Data Modeling and Databases Ch 14: Data Replication. Gustavo Alonso, Ce Zhang Systems Group Department of Computer Science ETH Zürich

Data Modeling and Databases Ch 14: Data Replication. Gustavo Alonso, Ce Zhang Systems Group Department of Computer Science ETH Zürich Data Modeling and Databases Ch 14: Data Replication Gustavo Alonso, Ce Zhang Systems Group Department of Computer Science ETH Zürich Database Replication What is database replication The advantages of

More information

IBM TS7700 grid solutions for business continuity

IBM TS7700 grid solutions for business continuity IBM grid solutions for business continuity Enhance data protection and business continuity for mainframe environments in the cloud era Highlights Help ensure business continuity with advanced features

More information

Continuous Processing versus Oracle RAC: An Analyst s Review

Continuous Processing versus Oracle RAC: An Analyst s Review Continuous Processing versus Oracle RAC: An Analyst s Review EXECUTIVE SUMMARY By Dan Kusnetzky, Distinguished Analyst Most organizations have become so totally reliant on information technology solutions

More information

Market Report. Scale-out 2.0: Simple, Scalable, Services- Oriented Storage. Scale-out Storage Meets the Enterprise. June 2010.

Market Report. Scale-out 2.0: Simple, Scalable, Services- Oriented Storage. Scale-out Storage Meets the Enterprise. June 2010. Market Report Scale-out 2.0: Simple, Scalable, Services- Oriented Storage Scale-out Storage Meets the Enterprise By Terri McClure June 2010 Market Report: Scale-out 2.0: Simple, Scalable, Services-Oriented

More information

HYBRID TRANSACTION/ANALYTICAL PROCESSING COLIN MACNAUGHTON

HYBRID TRANSACTION/ANALYTICAL PROCESSING COLIN MACNAUGHTON HYBRID TRANSACTION/ANALYTICAL PROCESSING COLIN MACNAUGHTON WHO IS NEEVE RESEARCH? Headquartered in Silicon Valley Creators of the X Platform - Memory Oriented Application Platform Passionate about high

More information

Security with FailSafe

Security with FailSafe Email Security with FailSafe Anti spam and anti virus protection and email continuity for your mail server Email Security provides comprehensive and highly effective virus, spam and content filtering of

More information

How Microsoft IT Reduced Operating Expenses Using Virtualization

How Microsoft IT Reduced Operating Expenses Using Virtualization How Microsoft IT Reduced Operating Expenses Using Virtualization Published: May 2010 The following content may no longer reflect Microsoft s current position or infrastructure. This content should be viewed

More information

Distributed Systems. Lec 10: Distributed File Systems GFS. Slide acks: Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung

Distributed Systems. Lec 10: Distributed File Systems GFS. Slide acks: Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung Distributed Systems Lec 10: Distributed File Systems GFS Slide acks: Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung 1 Distributed File Systems NFS AFS GFS Some themes in these classes: Workload-oriented

More information

Question. Reliable Transport: The Prequel. Don t parse my words too carefully. Don t be intimidated. Decisions and Their Principles.

Question. Reliable Transport: The Prequel. Don t parse my words too carefully. Don t be intimidated. Decisions and Their Principles. Question How many people have not yet participated? Reliable Transport: The Prequel EE122 Fall 2012 Scott Shenker http://inst.eecs.berkeley.edu/~ee122/ Materials with thanks to Jennifer Rexford, Ion Stoica,

More information

Disaster Recovery Solutions for Oracle Database Standard Edition RAC. A Dbvisit White Paper By Anton Els

Disaster Recovery Solutions for Oracle Database Standard Edition RAC. A Dbvisit White Paper By Anton Els Disaster Recovery Solutions for Oracle Database Standard Edition RAC A Dbvisit White Paper By Anton Els Copyright 2017 Dbvisit Software Limited. All Rights Reserved V3, Oct 2017 Contents Executive Summary...

More information

New Approach to Unstructured Data

New Approach to Unstructured Data Innovations in All-Flash Storage Deliver a New Approach to Unstructured Data Table of Contents Developing a new approach to unstructured data...2 Designing a new storage architecture...2 Understanding

More information

Networking for a smarter data center: Getting it right

Networking for a smarter data center: Getting it right IBM Global Technology Services October 2011 Networking for a smarter data center: Getting it right Planning the network needed for a dynamic infrastructure 2 Networking for a smarter data center: Getting

More information

Nuage Networks Product Architecture. White Paper

Nuage Networks Product Architecture. White Paper Nuage Networks Product Architecture White Paper Table of Contents Abstract... 3 Networking from the Application s Perspective... 4 Design Principles... 4 Architecture... 4 Integrating Bare Metal Resources...

More information

What is SD WAN and should I know or care about it? Ken LaMere Ecessa

What is SD WAN and should I know or care about it? Ken LaMere Ecessa What is SD WAN and should I know or care about it? Ken LaMere Ecessa Powered by 1 Source International What is SD WAN? 10 Years Ago 7 Years Ago 7 Years Ago 5 Years Ago 5 Years Ago Today Today Market Trends

More information

SQL Server 2014 Upgrade

SQL Server 2014 Upgrade SQL Server 2014 Upgrade Case study featuring In-Memory OLTP and Hybrid-Cloud Scenarios Evgeny Ternovsky, Program Manager II, Data Platform Group Bill Kan, Service Engineer II, Data Platform Group Background

More information