Setac: A Phased Deterministic Testing Framework for Scala Actors. Samira Tasharofi Jun 02, 2011 Stanford, CA

Size: px
Start display at page:

Download "Setac: A Phased Deterministic Testing Framework for Scala Actors. Samira Tasharofi Jun 02, 2011 Stanford, CA"

Transcription

1 Setac: A Phased Deterministic Testing Framewrk fr Scala Actrs Samira Tasharfi Jun 02, 2011 Stanfrd, CA

2 Mtivatin Schedule is a surce f nn-determinism in cncurrent prgrams Shared memry: rder f accesses Message-passing: rder f messages The utput f the prgram might be different fr a given input depending n the schedule The bugs may nly shw up during sme specific schedules Systematic explratin can lead t state space explsin Setac Testing Framewrk 7/17/2011 2

3 Actr Mdel Actr is a cmputatinal entity with a mail bx and lcal state Deliver a message Append the message t the mail bx Prcess a message Extract a message frm the mail bx and execute that Determined by message handler In respnse t a message it prcesses: Changes its lcal state Sends messages t ther actrs Creates new actrs Setac Testing Framewrk 7/17/2011 3

4 Actrs in Scala Package scala.actrs in Scala library Develped by Philipp Haller Features Synchrnus and asynchrnus cmmunicatin Dynamic creatin/destrying f actrs Exceptin handling Remte actrs Custmizatin f the thread pl executing actrs Setac Testing Framewrk 7/17/2011 4

5 Example: BundedBuffer class BundedBuffer(maxSize: Int) extends Actr { var cntent = new Array[Int](size) var head, tail, cursize = 0 start verride def act() = lp { react { case Put(x) if (cursize < maxsize) => { cntent(tail) = x tail = (tail + 1) % size cursize += 1 case Get if (cursize > 0) => { val r = cntent(head) head = (head + 1) % size cursize -= 1 reply(r) class Prducer(buf: Actr) extends Actr { start verride def act() = lp { react { case Prduce(values) => values.freach(v => buf! Put(v)) class Cnsumer(buf: Actr) extends Actr { var tken = -1 start verride def act() = lp { react { case Cnsume(cunt) => fr (i <- 0 t cunt-1) tken = (buf!? Get).asInstanceOf[Int] Setac Testing Framewrk 7/17/2011 5

6 BufferTest class BufferTest def testbuffer() { val buf = new BundedBuffer(1) val cnsumer = new Cnsumer(buf) val prducer = new Prducer(buf) prducer Put(4), Put(5) Get, Get cnsumer 4, 5 buffer(1) prducer! Prduce(List(4, 5)) cnsumer! Cnsume(2) // cnsumer shuld receive 4 and 5 assert( ) Setac Testing Framewrk 7/17/2011 6

7 Buggy BundedBuffer class BundedBuffer(maxSize: Int) extends Actr { var cntent = new Array[Int](size) var head, tail, cursize = 0 start verride def act() = lp { Bug react { case Put(x) if (cursize <= maxsize) => { cntent(tail) = x tail = (tail + 1) % size cursize += 1 case Get if (cursize > 0) => { val r = cntent(head) head = (head + 1) % size cursize -= 1 reply(r) Setac Testing Framewrk 7/17/2011 7

8 Buggy BundedBuffer: Schedules in BufferTest class BundedBuffer(maxSize: Int) extends Actr { var cntent = new Array[Int](size) var head, tail, cursize = 0 start verride def act() = lp { react { case Put(x) if (cursize <= maxsize) => { cntent(tail) = x tail = (tail + 1) % size cursize += 1 case Get if (cursize > 0) => { val r = cntent(head) head = (head + 1) % size cursize -= 1 reply(r) Errr! cnsumer prducer buffer(1) Put(4) Get Put(5) Get Setac Testing Framewrk 7/17/2011 8

9 Crrect BundedBuffer: Checking Assertins in Test class BundedBuffer(maxSize: Int) extends Actr { var cntent = new Array[Int](size) var head, tail, cursize = 0 start verride def act() = lp { react { case Put(x) if (cursize < maxsize) => { cntent(tail) = x tail = (tail + 1) % size cursize += 1 case Get if (cursize > 0) => { val r = cntent(head) head = (head + 1) % size cursize -= 1 reply(r) class SimpleBufferTest def testbuffer() { val buf = new BundedBuffer(1) buf! Put(4) assert(buf.cursize == 1) Fails!! Put(4) Fails!! mailbx buffer assert lcal state cntent, head, tail, cursize Setac Testing Framewrk 7/17/2011 9

10 Testing Actr Prgrams Prblems: Hw t write unit tests fr Actr prgrams while cntrlling the schedule? Hw t check assertins at apprpriate times? Current Slutins: Using synchrnizatin cnstructs, e.g. Latches and Barriers Using Thread.sleep Setac Testing Framewrk 7/17/

11 BufferTest: A Test Schedule Cnsumer Prducer BundedeBuffer(1) Phase 1 Check assertins Get Phase 2 Check assertins 4 Put(4) Put(5) Phase 3 Check assertins 5 Get Setac Testing Framewrk 7/17/

12 Traditinal: BufferTest class BufferTest def testbuffer() { val putlatch = new CuntDwnLatch(2) val getlatch = new CuntDwnLatch(2) val buf = new BundedBuffer(1, putlatch, getlatch) val cnsumelatch = new CuntDwnLatch(1) val cnsumer = new Cnsumer(buf, cnsumelatch) val prducer = new Prducer(buf) Phase 1 cnsumer prducer buffer(1) Get //Phase 1 cnsumer! Cnsume(1) cnsumelatch.await() Thread.sleep(1000) assert(cnsumer.getstate == State.Blcked && buf.cursize == 0) // class Cnsumer(buf: Actr, cnsumelatch: CuntDwnLatch) extends Actr { var tken = -1 start verride def act() = lp { react { case Cnsume(cunt) => cnsumelatch.cuntdwn() fr (i <- 0 t cunt-1) tken = (buf!? Get).asInstanceOf[Int] Setac Testing Framewrk 7/17/

13 Traditinal: BufferTest (cnt) class BufferTest def testbuffer() { // //Phase 2 prducer! Prduce(List(4, 5)) putlatch.await() assert(cnsumer.tken == 4 && buf.cursize == 1) Phase 2 Phase 3 cnsumer prducer buffer(1) 4 5 Put(4) Put(5) Get // Phase 3 cnsumer! Cnsume(1) getlatch.await() assert(cnsumer.tken == 5 && buf.cursize == 0) class BundedBuffer(maxSize: Int, putlatch: CuntDwnLatch, getlatch: CuntDwnLatch) extends Actr { var cntent = new Array[Int](size) var head, tail, cursize = 0 start verride def act() = lp { react { case Put(x) if (cursize < maxsize) => { cntent(tail) = x tail = (tail + 1) % size cursize += 1 putlatch.cuntdwn() case Get if (cursize > 0) => { val r = cntent(head) head = (head + 1) % size cursize -= 1 reply(r) getlatch.cuntdwn() Setac Testing Framewrk 7/17/

14 Unreliable Traditinal BufferTest Prblems Thread.sleep Cmplexity and Deadlck pssibility Latches and Barriers Cstly Changing the prgram under test Setac Testing Framewrk 7/17/

15 Setac Specify tests with sme cnstraints n the schedule Partial rder f schedule messages Centralized schedule, less cmplexity Checking assertins when the system is stable There is n message that can be prcessed N prgress in the system N change in the run time envirnment Minimal changes in the prgram under test Setac Testing Framewrk 7/17/

16 Setac: BufferTest class BufferTest extends SetacTest def testbuffer() { val buf = new BundedBuffer(1) val cnsumer = new Cnsumer(buf) val prducer = new Prducer(buf) val put4 = createschedulemessage(prducer, buf, Put(4)) val put5 = createschedulemessage(prducer, buf, Put(5)) val gets = createmultipleschedulemessage(2, cnsumer, buf, Get) prducer! Prduce(List(4, 5)) cnsumer! Cnsume(2) //Phase 1 setschedule(gets(0)) assertwhenstable(cnsumer.isblcked && buf.cursize == 0) //Phase 2 setschedule(put4 -> put5) assertwhenstable(cnsumer.tken == 4 && buf.cursize == 1 && put5.isprcessed) // Phase 3 setschedule(gets(1)) assertwhenstable(cnsumer.tken == 5 && buf.cursize == 0) Setac Testing Framewrk 7/17/

17 Setac: BufferTest (cnt) class BundedBuffer(size: Int) extends TestActr { { // class Cnsumer(buf: Actr) extends TestActr { { // class Prducer(buf: Actr) extends TestActr { { // Setac Testing Framewrk 7/17/

18 Setac: BufferTest Remved Thread.sleep Mre reliable Remved synchrnizatin cnstructs, e.g. Latches Reduced cmplexity Minimized changes in the prgram under test Setac Testing Framewrk 7/17/

19 Setac APIs Fllws widely used style fr unit testing Integrated with Junit Refined ver time based n examples Checking assertins when system is stable Ttal and partial rder f schedule messages Status f Test messages Prcessed, delivered, etc. Status f actrs Mail bx: Number f messages, cntent f mail bx, etc. Executin Status: Blcked, Running, Suspended Setac Testing Framewrk 7/17/

20 Limitatins Handling nn-stable systems receivewithin, reactwithin, etc. in a lp Use assertafter API in Setac Managing annymus actrs E.g., Futures Handling actrs whse surce cde is nt available Setac Testing Framewrk 7/17/

21 Future Wrk Integrate Setac with Scala actr library T eliminate the required change in the prgram under test T remve sme f its limitatins Extend the slutin fr Akka actrs Integrate with ScalaTest Evaluate Setac n larger number f examples Speed, expressiveness Setac Testing Framewrk 7/17/

22 Cnclusins Large number f schedules in actr prgrams Only sme schedules might be imprtant t test It is nn-trivial t frce specific schedule and check assertins at apprpriate times Setac Sleeps - unreliable Latches hard t write/read Changes in the prgram under test- high cst Reliable Easy t write Very minimal changes in the prgram under test Open fr cllabratin Please try it: Setac Testing Framewrk 7/17/

Operating systems. Module 7 IPC (Interprocess communication) PART I. Tami Sorgente 1

Operating systems. Module 7 IPC (Interprocess communication) PART I. Tami Sorgente 1 Operating systems Mdule 7 IPC (Interprcess cmmunicatin) PART I Tami Srgente 1 INTERPROCESS COMMUNICATION Prcesses within a system may be independent r cperating Cperating prcess can affect r be affected

More information

CS4500/5500 Operating Systems Synchronization

CS4500/5500 Operating Systems Synchronization Operating Systems Synchrnizatin Yanyan Zhuang Department f Cmputer Science http://www.cs.uccs.edu/~yzhuang UC. Clrad Springs Recap f the Last Class Multiprcessr scheduling Tw implementatins f the ready

More information

CSE 3320 Operating Systems Synchronization Jia Rao

CSE 3320 Operating Systems Synchronization Jia Rao CSE 3320 Operating Systems Synchrnizatin Jia Ra Department f Cmputer Science and Engineering http://ranger.uta.edu/~jra Recap f the Last Class Multiprcessr scheduling Tw implementatins f the ready queue

More information

But for better understanding the threads, we are explaining it in the 5 states.

But for better understanding the threads, we are explaining it in the 5 states. Life cycle f a Thread (Thread States) A thread can be in ne f the five states. Accrding t sun, there is nly 4 states in thread life cycle in java new, runnable, nn-runnable and terminated. There is n running

More information

CS510 Concurrent Systems Class 2. A Lock-Free Multiprocessor OS Kernel

CS510 Concurrent Systems Class 2. A Lock-Free Multiprocessor OS Kernel CS510 Cncurrent Systems Class 2 A Lck-Free Multiprcessr OS Kernel The Synthesis kernel A research prject at Clumbia University Synthesis V.0 ( 68020 Uniprcessr (Mtrla N virtual memry 1991 - Synthesis V.1

More information

CONTROL-COMMAND. Software Technical Specifications for ThomX Suppliers 1.INTRODUCTION TECHNICAL REQUIREMENTS... 2

CONTROL-COMMAND. Software Technical Specifications for ThomX Suppliers 1.INTRODUCTION TECHNICAL REQUIREMENTS... 2 Réf. ThmX-NT-SI-CC001 Table f Cntents Sftware Technical Specificatins fr ThmX Authr : Philippe Page 1 / 9 1.INTRODUCTION... 2 2.TECHNICAL REQUIREMENTS... 2 3.DOCUMENTATION REQUIREMENTS... 4 4.COMPUTING

More information

Operating systems. Module 15 kernel I/O subsystem. Tami Sorgente 1

Operating systems. Module 15 kernel I/O subsystem. Tami Sorgente 1 Operating systems Mdule 15 kernel I/O subsystem Tami Srgente 1 SWAP SPACE MANAGEMENT Swap space can be defined as a temprary strage lcatin that is used when system s memry requirements exceed the size

More information

CS510 Concurrent Systems Class 1a. Linux Kernel Locking Techniques

CS510 Concurrent Systems Class 1a. Linux Kernel Locking Techniques CS510 Cncurrent Systems Class 1a Linux Kernel Lcking Techniques Intr t kernel lcking techniques (Linux) Why d we need lcking in the kernel? Which prblems are we trying t slve? What implementatin chices

More information

Overview of Threads and Concurrency

Overview of Threads and Concurrency CS533 Cncepts f Operating Systems Class 2 Overview f Threads and Cncurrency Questins Why study threads and cncurrent prgramming in an OS class? What is a thread? Is multi-threaded prgramming easy? If nt,

More information

CSE 3320 Operating Systems Computer and Operating Systems Overview Jia Rao

CSE 3320 Operating Systems Computer and Operating Systems Overview Jia Rao CSE 3320 Operating Systems Cmputer and Operating Systems Overview Jia Ra Department f Cmputer Science and Engineering http://ranger.uta.edu/~jra Overview Recap f last class What is an perating system?

More information

- Replacement of a single statement with a sequence of statements(promotes regularity)

- Replacement of a single statement with a sequence of statements(promotes regularity) ALGOL - Java and C built using ALGOL 60 - Simple and cncise and elegance - Universal - Clse as pssible t mathematical ntatin - Language can describe the algrithms - Mechanically translatable t machine

More information

Parallel Processing in NCAR Command Language for Performance Improvement

Parallel Processing in NCAR Command Language for Performance Improvement Parallel Prcessing in NCAR Cmmand Language fr Perfrmance Imprvement Ping Gu, University f Wyming Mentr: Wei Huang, NCAR C- Mentr: Dave Brwn, NCAR August 1, 2013 Intrductin and Mtivatin ² The NCAR Cmmand

More information

Cookbook Qermid Defibrillator web service Version This document is provided to you free of charge by the. ehealth platform

Cookbook Qermid Defibrillator web service Version This document is provided to you free of charge by the. ehealth platform Ckbk Qermid Defibrillatr web service Versin 1.01 This dcument is prvided t yu free f charge by the ehealth platfrm Willebrekkaai 38 38, Quai de Willebrek 1000 BRUSSELS All are free t circulate this dcument

More information

B Tech Project First Stage Report on

B Tech Project First Stage Report on B Tech Prject First Stage Reprt n GPU Based Image Prcessing Submitted by Sumit Shekhar (05007028) Under the guidance f Prf Subhasis Chaudhari 1. Intrductin 1.1 Graphic Prcessr Units A graphic prcessr unit

More information

EView/400i Management Pack for Systems Center Operations Manager (SCOM)

EView/400i Management Pack for Systems Center Operations Manager (SCOM) EView/400i Management Pack fr Systems Center Operatins Manager (SCOM) Cncepts Guide Versin 7.0 July 2015 1 Legal Ntices Warranty EView Technlgy makes n warranty f any kind with regard t this manual, including,

More information

Software Engineering

Software Engineering Sftware Engineering Chapter #1 Intrductin Sftware systems are abstract and intangible. Sftware engineering is an engineering discipline that is cncerned with all aspects f sftware prductin. Sftware Prducts

More information

Andrid prgramming curse Asynchrnus Techniques Intrductin Sessin bjectives Intrductin Asynchrnus Techniques Executr Handler AsyncTask Service & IntentService AsyncQueryHandler Lader By Võ Văn Hải Faculty

More information

A Novel Description Language for Value-Added Services to enable Automated Functional Testing

A Novel Description Language for Value-Added Services to enable Automated Functional Testing A Nvel Descriptin Language fr Value-Added Services t enable Autmated Functinal Testing 21. ITG Fachtagung Mbilkmmunikatin Patrick Wacht Frankfurt University f Applied Sciences, Germany Research Grup fr

More information

These tasks can now be performed by a special program called FTP clients.

These tasks can now be performed by a special program called FTP clients. FTP Cmmander FAQ: Intrductin FTP (File Transfer Prtcl) was first used in Unix systems a lng time ag t cpy and mve shared files. With the develpment f the Internet, FTP became widely used t uplad and dwnlad

More information

Log shipping is a HA option. Log shipping ensures that log backups from Primary are

Log shipping is a HA option. Log shipping ensures that log backups from Primary are LOG SHIPPING Lg shipping is a HA ptin. Lg shipping ensures that lg backups frm Primary are cntinuusly applied n standby. Lg shipping fllws a warm standby methd because manual prcess is invlved t ensure

More information

CS4500/5500 Operating Systems Computer and Operating Systems Overview

CS4500/5500 Operating Systems Computer and Operating Systems Overview Operating Systems Cmputer and Operating Systems Overview Yanyan Zhuang Department f Cmputer Science http://www.cs.uccs.edu/~yzhuang UC. Clrad Springs Ref. MOS4E, OS@Austin, Clumbia, UWisc Overview Recap

More information

Course 10262A: Developing Windows Applications with Microsoft Visual Studio 2010 OVERVIEW

Course 10262A: Developing Windows Applications with Microsoft Visual Studio 2010 OVERVIEW Curse 10262A: Develping Windws Applicatins with Micrsft Visual Studi 2010 OVERVIEW Abut this Curse In this curse, experienced develpers wh knw the basics f Windws Frms develpment gain mre advanced Windws

More information

Programming Project: Building a Web Server

Programming Project: Building a Web Server Prgramming Prject: Building a Web Server Submissin Instructin: Grup prject Submit yur cde thrugh Bb by Dec. 8, 2014 11:59 PM. Yu need t generate a simple index.html page displaying all yur grup members

More information

JAVA. Java Syllabus. Introduction to Sun Technologies Pre-requirements of Java Development

JAVA. Java Syllabus. Introduction to Sun Technologies Pre-requirements of Java Development Java Syllabus Intrductin t Sun Technlgies Pre-requirements f Java Develpment JDK Installatin and setting the Classpath Java surce file structure Basics f Java Prgramming Cmpiling the Prgram The main()

More information

Overview of Threads and Concurrency

Overview of Threads and Concurrency CS533 Cncepts f Operating Systems Class 2 Overview f Threads and Cncurrency Questins Why study threads and cncurrent prgramming in an OS class? What is a thread? Is multi-threaded prgramming easy? If nt,

More information

Second Assignment Tutorial lecture

Second Assignment Tutorial lecture Secnd Assignment Tutrial lecture INF5040 (Open Distributed Systems) Faraz German (farazg@ulrik.ui.n) Department f Infrmatics University f Osl Octber 17, 2016 Grup Cmmunicatin System Services prvided by

More information

The programming for this lab is done in Java and requires the use of Java datagrams.

The programming for this lab is done in Java and requires the use of Java datagrams. Lab 2 Traffic Regulatin This lab must be cmpleted individually Purpse f this lab: In this lab yu will build (prgram) a netwrk element fr traffic regulatin, called a leaky bucket, that runs ver a real netwrk.

More information

PL-2302 Mac OS Driver MAC/PC and PC/MAC Communication Software

PL-2302 Mac OS Driver MAC/PC and PC/MAC Communication Software PL-2302 Mac OS Driver MAC/PC and PC/MAC Cmmunicatin Sftware Windws Netwrk User Manual Prlific Technlgy Inc. Table f Cntents 1. Scpe... 3 1.1. Overview... 3 1.2. Supprted Platfrms and Tested Sftware...3

More information

Experience With Processes and Monitors in Mesa

Experience With Processes and Monitors in Mesa Advanced Tpics in Cmputer Systems, CS262A Prf. Eric Brewer Experience With Prcesses and Mnitrs in Mesa I. Experience With Prcesses and Mnitrs in Mesa Fcus f this paper: light-weight prcesses (threads in

More information

Profiling & Debugging

Profiling & Debugging Prfiling & Debugging CISC 879 Tristan Vanderbruggen & Jhn Cavazs Dept f Cmputer & Infrmatin Sciences University f Delaware 1 Lecture Overview Prfiling and Debugging Why? Tls Data sets Race Cnditin and

More information

Dashboard Extension for Enterprise Architect

Dashboard Extension for Enterprise Architect Dashbard Extensin fr Enterprise Architect Dashbard Extensin fr Enterprise Architect... 1 Disclaimer... 2 Dependencies... 2 Overview... 2 Limitatins f the free versin f the extensin... 3 Example Dashbard

More information

CS 309: Autonomous Intelligent Robotics. Instructor: Jivko Sinapov

CS 309: Autonomous Intelligent Robotics. Instructor: Jivko Sinapov CS 309: Autnmus Intelligent Rbtics Instructr: Jivk Sinapv http://www.cs.uteas.edu/~jsinapv/teaching/cs309_spring2017/ Machine Learning Annuncements Final Prject Presentatins Saturday, May 13, 7:00-10:00

More information

Preparation: Follow the instructions on the course website to install Java JDK and jgrasp on your laptop.

Preparation: Follow the instructions on the course website to install Java JDK and jgrasp on your laptop. Lab 1 Name: Checked: (instructr r TA initials) Objectives: Learn abut jgrasp - the prgramming envirnment that we will be using (IDE) Cmpile and run a Java prgram Understand the relatinship between a Java

More information

High Security SaaS Concept Software as a Service (SaaS) for Life Science

High Security SaaS Concept Software as a Service (SaaS) for Life Science Sftware as a Service (SaaS) fr Life Science Cpyright Cunesft GmbH Cntents Intrductin... 3 Data Security and Islatin in the Clud... 3 Strage System Security and Islatin... 3 Database Security and Islatin...

More information

Infrastructure Series

Infrastructure Series Infrastructure Series TechDc WebSphere Message Brker / IBM Integratin Bus Parallel Prcessing (Aggregatin) (Message Flw Develpment) February 2015 Authr(s): - IBM Message Brker - Develpment Parallel Prcessing

More information

CS1150 Principles of Computer Science Methods

CS1150 Principles of Computer Science Methods CS1150 Principles f Cmputer Science Methds Yanyan Zhuang Department f Cmputer Science http://www.cs.uccs.edu/~yzhuang CS1150 UC. Clrad Springs Opening Prblem Find the sum f integers frm 1 t 10, frm 20

More information

MICRO Graphicionado. A High-Performance and Energy-Efficient Graph Analytics Accelerator

MICRO Graphicionado. A High-Performance and Energy-Efficient Graph Analytics Accelerator MICRO 2016 Graphicinad A High-Perfrmance and Energy-Efficient Graph Analytics Acceleratr Tae Jun Ham Lisa Wu Narayanan Sundaram Nadathur Satish Margaret Martnsi Slide: http://tiny.cc/graphicinad Graph

More information

NVIDIA S KEPLER ARCHITECTURE. Tony Chen 2015

NVIDIA S KEPLER ARCHITECTURE. Tony Chen 2015 NVIDIA S KEPLER ARCHITECTURE Tny Chen 2015 Overview 1. Fermi 2. Kepler a. SMX Architecture b. Memry Hierarchy c. Features 3. Imprvements 4. Cnclusin 5. Brief verlk int Maxwell Fermi ~2010 40 nm TSMC (sme

More information

On the road again. The network layer. Data and control planes. Router forwarding tables. The network layer data plane. CS242 Computer Networks

On the road again. The network layer. Data and control planes. Router forwarding tables. The network layer data plane. CS242 Computer Networks On the rad again The netwrk layer data plane CS242 Cmputer Netwrks The netwrk layer The transprt layer is respnsible fr applicatin t applicatin transprt. The netwrk layer is respnsible fr hst t hst transprt.

More information

Assignment #5: Rootkit. ECE 650 Fall 2018

Assignment #5: Rootkit. ECE 650 Fall 2018 General Instructins Assignment #5: Rtkit ECE 650 Fall 2018 See curse site fr due date Updated 4/10/2018, changes nted in green 1. Yu will wrk individually n this assignment. 2. The cde fr this assignment

More information

Implementing a SQL Data Warehouse

Implementing a SQL Data Warehouse Implementing a SQL Data Warehuse Implementing a SQL Data Warehuse Curse Cde: 20767 Certificatin Exam: 70-767 Duratin: 5 Days Certificatin Track: MCSA: SQL 2016 BI Develpment Frmat: Classrm Level: 300 Abut

More information

Course 6368A: Programming with the Microsoft.NET Framework Using Microsoft Visual Studio 2008

Course 6368A: Programming with the Microsoft.NET Framework Using Microsoft Visual Studio 2008 Curse 6368A: Prgramming with the Micrsft.NET Framewrk Using Micrsft Visual Studi 2008 5 Days Abut this Curse This five-day, instructr-led curse prvides an intrductin t develping n-tier applicatins fr the

More information

Xilinx Answer Xilinx PCI Express DMA Drivers and Software Guide

Xilinx Answer Xilinx PCI Express DMA Drivers and Software Guide Xilinx Answer 65444 Xilinx PCI Express DMA Drivers and Sftware Guide Imprtant Nte: This dwnladable PDF f an Answer Recrd is prvided t enhance its usability and readability. It is imprtant t nte that Answer

More information

Speculative Parallelization. Devarshi Ghoshal

Speculative Parallelization. Devarshi Ghoshal Speculative Parallelizatin Devarshi Ghshal Indiana University, Blmingtn 10/10/2011 1 Agenda Speculative Parallelizatin FastFrward-A Speculatin using Checkpint/Restart System Design Sftware-based Speculatin

More information

Implementing a Data Warehouse with Microsoft SQL Server

Implementing a Data Warehouse with Microsoft SQL Server Implementing a Data Warehuse with Micrsft SQL Server Implementing a Data Warehuse with Micrsft SQL Server Curse Cde: 20463 Certificatin Exam: 70-463 Duratin: 5 Days Certificatin Track: MCSA: SQL Server

More information

What is Stream? Primary means for data collection in Reactor. Consumable by Reactor Programs. REST API to send individual event. Flow MapReduce.

What is Stream? Primary means for data collection in Reactor. Consumable by Reactor Programs. REST API to send individual event. Flow MapReduce. What is Stream? Primary means fr data cllectin in Reactr REST API t send individual event Cnsumable by Reactr Prgrams Flw MapReduce Why n File? Data eventually persisted t file LevelDB -> lcal file HBase

More information

Hands-on Windows Azure Application Architecture & Development (3 days)

Hands-on Windows Azure Application Architecture & Development (3 days) Benjamin Day Cnsulting, Inc. 17 Rberts St #2 Brkline, MA 02445 617-645-0188 http://benday.cm Hands-n Windws Azure Applicatin Architecture & Develpment (3 days) D yu really want t run yur wn data center?

More information

RTXC Quadros Real-time Operating System Technical Summary Quadros Systems, Inc.

RTXC Quadros Real-time Operating System Technical Summary Quadros Systems, Inc. RTXC Quadrs Real-time Operating System Technical Summary Quadrs Systems, Inc. Real-time Operating Systems fr Cnvergent Prcessing www.quadrs.cm RTXC Quadrs Technical Summary Table f Cntents 1 Intrductin...

More information

Kaltura MediaSpace TM Enterprise 2.0 Requirements and Installation

Kaltura MediaSpace TM Enterprise 2.0 Requirements and Installation Kaltura MediaSpace TM Enterprise 2.0 Requirements and Installatin Updated Aug 30, 2011 Server Requirements Hardware The hardware requirements are mstly dependent n the number f cncurrent users yu expect

More information

To start your custom application development, perform the steps below.

To start your custom application development, perform the steps below. Get Started T start yur custm applicatin develpment, perfrm the steps belw. 1. Sign up fr the kitewrks develper package. Clud Develper Package Develper Package 2. Sign in t kitewrks. Once yu have yur instance

More information

Spin Leading OS Research Astray?

Spin Leading OS Research Astray? Advanced Tpics in Cmputer Systems, CS262B Prf Eric A. Brewer Spin Leading OS Research Astray? January 27, 2004 I. Extensibility, Safety and Perfrmance in the SPIN Operating System Gal: extensible OS that

More information

Andrid prgramming curse Sessin bjectives Intrductin URL & HttpCnnectin Netwrking APIs Using URL t read data Using HttpCnnectin pst data Reading netwrk state Web Service SOAP REST By Võ Văn Hải Faculty

More information

Adobe Connect 8 Event Organizer Guide

Adobe Connect 8 Event Organizer Guide Adbe Cnnect 8 Event Organizer Guide Questins fr Meeting HOST t ask at rganizatin meeting: Date (r dates) f event including time. Presenting t where Lcal ffice cubicles, reginal r glbal ffices, external

More information

Cookbook ORTHOpride web service Version v1. This document is provided to you free of charge by the. ehealth platform

Cookbook ORTHOpride web service Version v1. This document is provided to you free of charge by the. ehealth platform Ckbk ORTHOpride web service Versin v1 This dcument is prvided t yu free f charge by the ehealth platfrm Willebrekkaai 38 38, Quai de Willebrek 1000 BRUSSELS All are free t circulate this dcument with reference

More information

Access the site directly by navigating to in your web browser.

Access the site directly by navigating to   in your web browser. GENERAL QUESTIONS Hw d I access the nline reprting system? Yu can access the nline system in ne f tw ways. G t the IHCDA website at https://www.in.gv/myihcda/rhtc.htm and scrll dwn the page t Cmpliance

More information

SAP Business One Hardware Requirements Guide

SAP Business One Hardware Requirements Guide Hardware Requirements Guide Dcument Versin: 1.13 2018-02-02 Release Family 9 Typgraphic Cnventins Type Style Example Descriptin Wrds r characters quted frm the screen. These include field names, screen

More information

Low-level Software Security: Attacks and Countermeasures

Low-level Software Security: Attacks and Countermeasures Lw-level Sftware Security: Attacks and Cuntermeasures Prf Frank PIESSENS These slides are based n the paper: Lw-level Sftware Security by Example by Erlingssn, Yunan and Piessens Overview Intrductin Example

More information

Computer Science Programming Contest

Computer Science Programming Contest Team Member Requirements Cmputer Science Prgramming Cntest By Charltte Scrggs Frmer Cach and UIL CS C-Directr A prgramming team must have exactly three members If a cmputer science team has fur members,

More information

Suitability of Agent Technology for Military Command and Control in the Future Combat System Environment

Suitability of Agent Technology for Military Command and Control in the Future Combat System Environment Suitability f Agent Technlgy fr Military Cmmand and Cntrl in the Future Cmbat System Envirnment Dr. Thmas Ptk and Dr. Andy Lebl Cmputatinal Sciences and Engineering Divisin Oak Ridge Natinal Labratry Laurence

More information

Project 4: System Calls 1

Project 4: System Calls 1 CMPT 300 1. Preparatin Prject 4: System Calls 1 T cmplete this assignment, it is vital that yu have carefully cmpleted and understd the cntent in the fllwing guides which are psted n the curse website:

More information

Varargs Training & Software Development Centre Private Limited, Web Component Development using Servlets and JSP

Varargs Training & Software Development Centre Private Limited, Web Component Development using Servlets and JSP Advance Java Curriculum Web Cmpnent Develpment using Servlets and JSP INTRODUCTION TO J2EE & WEB APPLICATION What is web applicatin Intrductin with URL, Query String Web Server, Client & Server side script

More information

DOT NET SYLLABUS FOR 6 WEEKS

DOT NET SYLLABUS FOR 6 WEEKS www.escninfsystems.cm Cntact: +91-8090978001, 9450277921 E-mail: escninfsystems@gmail.cm DOT NET SYLLABUS FOR 6 WEEKS INTRODUCTION TO.NET Dmain f.net D.N.A. Architecture One Tier Tw Tier Three Tier N-Tier

More information

SW-G using new DryadLINQ(Argentia)

SW-G using new DryadLINQ(Argentia) SW-G using new DryadLINQ(Argentia) DRYADLINQ: Dryad is a high-perfrmance, general-purpse distributed cmputing engine that is designed t manage executin f large-scale applicatins n varius cluster technlgies,

More information

B ERKELEY. Homework 7: Homework 7 JavaScript and jquery: An Introduction. Part 1:

B ERKELEY. Homework 7: Homework 7 JavaScript and jquery: An Introduction. Part 1: Hmewrk 7 JavaScript and jquery: An Intrductin Hmewrk 7: Part 1: This hmewrk assignment is cmprised f three files. Yu als need the jquery library. Create links in the head sectin f the html file (HW7.css,

More information

Microsoft Excel Extensions for Enterprise Architect

Microsoft Excel Extensions for Enterprise Architect Excel Extensins User Guide Micrsft Excel Extensins fr Enterprise Architect Micrsft Excel Extensins fr Enterprise Architect... 1 Disclaimer... 2 Dependencies... 2 Overview... 2 Installatin... 4 Verifying

More information

Summary. Server environment: Subversion 1.4.6

Summary. Server environment: Subversion 1.4.6 Surce Management Tl Server Envirnment Operatin Summary In the e- gvernment standard framewrk, Subversin, an pen surce, is used as the surce management tl fr develpment envirnment. Subversin (SVN, versin

More information

Dotnet ( 4 Month ) Course Content. Introduction to.net Framework

Dotnet ( 4 Month ) Course Content. Introduction to.net Framework Dtnet ( 4 Mnth ) Curse Cntent Intrductin t.net Framewrk What is.net Why.Net Advantages f.net Framewrk Understanding the.net Framewrk Need Of.Net Framewrk Versin f.net Framewrk Intrductin f CLR CLR Architecture

More information

Overview of Data Furnisher Batch Processing

Overview of Data Furnisher Batch Processing Overview f Data Furnisher Batch Prcessing Nvember 2018 Page 1 f 9 Table f Cntents 1. Purpse... 3 2. Overview... 3 3. Batch Interface Implementatin Variatins... 4 4. Batch Interface Implementatin Stages...

More information

CMU 15-7/381 CSPs. Teachers: Ariel Procaccia Emma Brunskill (THIS TIME) With thanks to Ariel Procaccia and other prior instructions for slides

CMU 15-7/381 CSPs. Teachers: Ariel Procaccia Emma Brunskill (THIS TIME) With thanks to Ariel Procaccia and other prior instructions for slides CMU 15-7/381 CSPs Teachers: Ariel Prcaccia Emma Brunskill (THIS TIME) With thanks t Ariel Prcaccia and ther prir instructins fr slides Class Scheduling Wes 4 mre required classes t graduate A: Algrithms

More information

Manual for installation and usage of the module Secure-Connect

Manual for installation and usage of the module Secure-Connect Mdule Secure-Cnnect Manual fr installatin and usage f the mdule Secure-Cnnect Page 1 / 1 5 Table f Cntents 1)Cntents f the package...3 2)Features f the mdule...4 3)Installatin f the mdule...5 Step 1: Installatin

More information

A solution for automating desktop applications with Java skill set

A solution for automating desktop applications with Java skill set A slutin fr autmating desktp applicatins with Java skill set Veerla Shilpa (Senir Sftware Engineer- Testing) Mysre Narasimha Raju, Pratap (Test Autmatin Architect) Abstract LeanFT is a pwerful and lightweight

More information

FollowMe. FollowMe. Q-Server Quick Integration Guide. Revision: 5.4 Date: 11 th June Page 1 of 26

FollowMe. FollowMe. Q-Server Quick Integration Guide. Revision: 5.4 Date: 11 th June Page 1 of 26 Q-Server Quick Integratin Guide Revisin: 5.4 Date: 11 th June 2009 Page 1 f 26 Cpyright, Disclaimer and Trademarks Cpyright Cpyright 1997-2009 Ringdale UK Ltd. All rights reserved. N part f this publicatin

More information

Engineering Development Group

Engineering Development Group Engineering Develpment Grup DarkSeaSkies 1.0 User Manual Rev. New 26 January 2009 CL BY: 2348366 CL REASON: 1.4(c) DECL ON: 20331105 DRV FROM: COL S-06 Change Lg Dc Dc Rev Change Descriptin Reference Authrity/

More information

Definiens XD Release Notes

Definiens XD Release Notes Definiens XD 1.1.2 Release Ntes Errr! N text f specified style in dcument. Definiens XD 1.1.2 - Release Ntes Imprint and Versin Dcument Versin XD 1.1.2 Cpyright 2009 Definiens AG. All rights reserved.

More information

Long Term Project WITS software modernization

Long Term Project WITS software modernization WITS Wrk Prgram This dcument gathers infrmatin n the WITS wrk prgram which is divided in shrt-term versus lng-term activities. Prjects' srting is nt intended t reflect pririties. Lng Term Prject WITS sftware

More information

2. When logging is used, which severity level indicates that a device is unusable?

2. When logging is used, which severity level indicates that a device is unusable? CCNA 4 Chapter 8 v5.0 Exam Answers 2015 (100%) 1. What are the mst cmmn syslg messages? thse that ccur when a packet matches a parameter cnditin in an access cntrl list link up and link dwn messages utput

More information

Dynamic Instruction Reuse

Dynamic Instruction Reuse Dynamic Instructin Reuse Guri Shi Cmputer Sciences Department University f Wiscnsin Madisn 1 Mtivatin Prgrams cnsist f static instructins Executin sees static instructin many times - ften with same inputs

More information

Managing Data in Microservices. Randy linkedin.com/in/randyshoup

Managing Data in Microservices. Randy linkedin.com/in/randyshoup Managing Data in Micrservices Randy Shup @randyshup linkedin.cm/in/randyshup Backgrund VP Engineering at Stitch Fix Using technlgy and data science t revlutinize clthing retail Cnsulting CTO as a service

More information

Scatter Search And Bionomic Algorithms For The Aircraft Landing Problem

Scatter Search And Bionomic Algorithms For The Aircraft Landing Problem Scatter Search And Binmic Algrithms Fr The Aircraft Landing Prblem J. E. Beasley Mathematical Sciences Brunel University Uxbridge UB8 3PH United Kingdm http://peple.brunel.ac.uk/~mastjjb/jeb/jeb.html Abstract:

More information

Model WM100. Product Manual

Model WM100. Product Manual Mdel WM100 Prduct Manual Table f Cntents Sectin Page 1. Hardware... 3 2. Sftware... 4 3. Features... 5 4. Installatin... 6 5. App Devices... 9 6. App Rms... 12 7. App Scenes... 14 8. App Setup... 18 Cntents

More information

BMC Remedyforce Integration with Remote Support

BMC Remedyforce Integration with Remote Support BMC Remedyfrce Integratin with Remte Supprt 2003-2018 BeyndTrust, Inc. All Rights Reserved. BEYONDTRUST, its lg, and JUMP are trademarks f BeyndTrust, Inc. Other trademarks are the prperty f their respective

More information

Relational Operators, and the If Statement. 9.1 Combined Assignments. Relational Operators (4.1) Last time we discovered combined assignments such as:

Relational Operators, and the If Statement. 9.1 Combined Assignments. Relational Operators (4.1) Last time we discovered combined assignments such as: Relatinal Operatrs, and the If Statement 9/18/06 CS150 Intrductin t Cmputer Science 1 1 9.1 Cmbined Assignments Last time we discvered cmbined assignments such as: a /= b + c; Which f the fllwing lng frms

More information

C Sc 335 Practice Test 1 Section Leader Name 150pts. 3. List two Java structures that allow for polymorphic messages (2pts)

C Sc 335 Practice Test 1 Section Leader Name 150pts. 3. List two Java structures that allow for polymorphic messages (2pts) C Sc 335 Practice Test 1 Sectin Leader Name 150pts 1. Write the crrect term, either "RESPONSIBILITIES" r "METHODS and DATA" in the blank space (2pts) At the cnceptual level, an bject is a set f At the

More information

STISETS AL SETS Query

STISETS AL SETS Query STISETS AL SETS Query Abut the SETS Query Feature SETS Query and SETS Query (Caselad) are designed t allw Administratrs, Managers and Teachers t build reprts based n teacher caselads, schl-wide r district-wide

More information

VMware AirWatch Certificate Authentication for Cisco IPSec VPN

VMware AirWatch Certificate Authentication for Cisco IPSec VPN VMware AirWatch Certificate Authenticatin fr Cisc IPSec VPN Fr VMware AirWatch Have dcumentatin feedback? Submit a Dcumentatin Feedback supprt ticket using the Supprt Wizard n supprt.air-watch.cm. This

More information

Computational Methods of Scientific Programming Fall 2008

Computational Methods of Scientific Programming Fall 2008 MIT OpenCurseWare http://cw.mit.edu 12.010 Cmputatinal Methds f Scientific Prgramming Fall 2008 Fr infrmatin abut citing these materials r ur Terms f Use, visit: http://cw.mit.edu/terms. 12.010 Hmewrk

More information

Hierarchical Classification of Amazon Products

Hierarchical Classification of Amazon Products Hierarchical Classificatin f Amazn Prducts Bin Wang Stanfrd University, bwang4@stanfrd.edu Shaming Feng Stanfrd University, superfsm@ stanfrd.edu Abstract - This prjects prpsed a hierarchical classificatin

More information

CREATING A DONOR ACCOUNT

CREATING A DONOR ACCOUNT CREATING A DONOR ACCOUNT An Online Giving Accunt shuld be created t have the ability t set-up recurring dnatins, pledges and be able t view and print histry. Setting up an accunt will als allw yu t set-up

More information

Licensing the Core Client Access License (CAL) Suite and Enterprise CAL Suite

Licensing the Core Client Access License (CAL) Suite and Enterprise CAL Suite Vlume Licensing brief Licensing the Cre Client Access License (CAL) Suite and Enterprise CAL Suite Table f Cntents This brief applies t all Micrsft Vlume Licensing prgrams. Summary... 1 What s New in this

More information

CSE 3320 Operating Systems Deadlock Jia Rao

CSE 3320 Operating Systems Deadlock Jia Rao CSE 3320 Operating Systems Deadlck Jia Ra Department f Cmputer Science and Engineering http://ranger.uta.edu/~jra Recap f the Last Class Race cnditins Mutual exclusin and critical regins Tw simple appraches

More information

Ascii Art Capstone project in C

Ascii Art Capstone project in C Ascii Art Capstne prject in C CSSE 120 Intrductin t Sftware Develpment (Rbtics) Spring 2010-2011 Hw t begin the Ascii Art prject Page 1 Prceed as fllws, in the rder listed. 1. If yu have nt dne s already,

More information

CA CMDB Connector for z/os

CA CMDB Connector for z/os PRODUCT SHEET: CA CMDB CONNECTOR FOR Z/OS CA CMDB Cnnectr fr z/os CA CMDB Cnnectr fr z/os discvers mainframe cnfiguratin items (CIs) and enables ppulatin f that infrmatin int the CA CMDB repsitry. Designed

More information

Iteration Part 2. Review: Iteration [Part 1] Flow charts for two loop constructs. Review: Syntax of loops. while continuation_condition : statement1

Iteration Part 2. Review: Iteration [Part 1] Flow charts for two loop constructs. Review: Syntax of loops. while continuation_condition : statement1 Review: Iteratin [Part 1] Iteratin Part 2 CS111 Cmputer Prgramming Department f Cmputer Science Wellesley Cllege Iteratin is the repeated executin f a set f statements until a stpping cnditin is reached.

More information

Chapter 6: Lgic Based Testing LOGIC BASED TESTING: This unit gives an indepth verview f lgic based testing and its implementatin. At the end f this unit, the student will be able t: Understand the cncept

More information

OPERATING MANUAL. Exceed GERMANY. Electronic Postage Computing Scale CONTENTS

OPERATING MANUAL. Exceed GERMANY. Electronic Postage Computing Scale CONTENTS Exceed GERMANY Electrnic Pstage Cmputing Scale OPERATING MANUAL CONTENTS INTRODUCTION Specificatins Preparing the scale fr use Operating the Exceed pstal scale KEYBOARD FUNCTIONS Basic services Supplementary

More information

Telecommunication Protocols Laboratory Course

Telecommunication Protocols Laboratory Course Telecmmunicatin Prtcls Labratry Curse Lecture 2 March 11, 2004 http://www.ab.fi/~lpetre/teleprt/teleprt.html 1 Last time We examined sme key terms: prtcl, service, layer, netwrk architecture We examined

More information

UFuRT: A Work-Centered Framework and Process for Design and Evaluation of Information Systems

UFuRT: A Work-Centered Framework and Process for Design and Evaluation of Information Systems In: Prceedings f HCI Internatinal 2007 UFuRT: A Wrk-Centered Framewrk and Prcess fr Design and Evaluatin f Infrmatin Systems Jiajie Zhang 1, Keith A. Butler 2 1 University f Texas at Hustn, 7000 Fannin,

More information

Analysing Big Data with Microsoft R

Analysing Big Data with Microsoft R Analysing Big Data with Micrsft R Analysing Big Data with Micrsft R Curse Cde: 20773 Certificatin Exam: 70-773 Duratin: 3 Days Certificatin Track: MCSA: Machine Learning Frmat: Classrm Level: 300 Abut

More information

Transmission Control Protocol Introduction

Transmission Control Protocol Introduction Transmissin Cntrl Prtcl Intrductin TCP is ne f the mst imprtant prtcls f Internet Prtcls suite. It is mst widely used prtcl fr data transmissin in cmmunicatin netwrk such as Internet. Features TCP is reliable

More information

UML : MODELS, VIEWS, AND DIAGRAMS

UML : MODELS, VIEWS, AND DIAGRAMS UML : MODELS, VIEWS, AND DIAGRAMS Purpse and Target Grup f a Mdel In real life we ften bserve that the results f cumbersme, tedius, and expensive mdeling simply disappear in a stack f paper n smene's desk.

More information