A multi-core processor is a single computing component with two or more independent actual processing units (called "cores"), which are units that read and execute program instructions. The instructions are ordinary CPU instructions (such as add, move data, and branch), but the multiple cores can run multiple instructions at the same time, increasing overall speed for programs amenable to parallel computing. Manufacturers typically integrate the cores onto a single integrated circuit die (known as a chip multiprocessor or CMP), or onto multiple dies in a single chip package.
1) Design and Implementation of Multicore Processors
2) Coherence and Consistency
3) Power and Temperature
4) Interconnects
5) Multicore Caches
6) Security
7) Real world examples
Parallel computing and its applicationsBurhan Ahmed
Parallel computing is a type of computing architecture in which several processors execute or process an application or computation simultaneously. Parallel computing helps in performing large computations by dividing the workload between more than one processor, all of which work through the computation at the same time. Most supercomputers employ parallel computing principles to operate. Parallel computing is also known as parallel processing.
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Watch my videos on snack here: --> --> http://sck.io/x-B1f0Iy
@ Kindly Follow my Instagram Page to discuss about your mental health problems-
-----> https://instagram.com/mentality_streak?utm_medium=copy_link
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-----> behance.net/burhanahmed1
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PowerPoint Presentation on the popular topic Multi Core Processors,History of multi core processors, comparison between single core and multi core processors, advantages and disadvantages of multi core processors.
This webinar by Dov Nimratz (Senior Solution Architect, Consultant, GlobalLogic) was delivered at Embedded Community Webinar #1 on July 7, 2020.
Webinar agenda:
- CPU / GPU / TPU architectures
- Historical context
- CPU and their variations
- GPU or gin in a bottle for artificial intelligence tasks
- TPU architecture specialized artificial intelligence accelerator
- What's next in technology
More details and presentation: https://www.globallogic.com/ua/about/events/embedded-community-webinar-1/
Parallel computing is computing architecture paradigm ., in which processing required to solve a problem is done in more than one processor parallel way.
A brief description about processing cores, multi-core processors & their applications with lots of relevant animations.
Animations don't work in this preview,but you can watch the full clip on YouTube here:
http://youtu.be/Vm2RzHq4ASY
Send me an email to download the file.Enjoy!
1) Design and Implementation of Multicore Processors
2) Coherence and Consistency
3) Power and Temperature
4) Interconnects
5) Multicore Caches
6) Security
7) Real world examples
Parallel computing and its applicationsBurhan Ahmed
Parallel computing is a type of computing architecture in which several processors execute or process an application or computation simultaneously. Parallel computing helps in performing large computations by dividing the workload between more than one processor, all of which work through the computation at the same time. Most supercomputers employ parallel computing principles to operate. Parallel computing is also known as parallel processing.
↓↓↓↓ Read More:
Watch my videos on snack here: --> --> http://sck.io/x-B1f0Iy
@ Kindly Follow my Instagram Page to discuss about your mental health problems-
-----> https://instagram.com/mentality_streak?utm_medium=copy_link
@ Appreciate my work:
-----> behance.net/burhanahmed1
Thank-you !
PowerPoint Presentation on the popular topic Multi Core Processors,History of multi core processors, comparison between single core and multi core processors, advantages and disadvantages of multi core processors.
This webinar by Dov Nimratz (Senior Solution Architect, Consultant, GlobalLogic) was delivered at Embedded Community Webinar #1 on July 7, 2020.
Webinar agenda:
- CPU / GPU / TPU architectures
- Historical context
- CPU and their variations
- GPU or gin in a bottle for artificial intelligence tasks
- TPU architecture specialized artificial intelligence accelerator
- What's next in technology
More details and presentation: https://www.globallogic.com/ua/about/events/embedded-community-webinar-1/
Parallel computing is computing architecture paradigm ., in which processing required to solve a problem is done in more than one processor parallel way.
A brief description about processing cores, multi-core processors & their applications with lots of relevant animations.
Animations don't work in this preview,but you can watch the full clip on YouTube here:
http://youtu.be/Vm2RzHq4ASY
Send me an email to download the file.Enjoy!
Caches are used in many layers of applications that we develop today, holding data inside or outside of your runtime environment, or even distributed across multiple platforms in data fabrics. However, considerable performance gains can often be realized by configuring the deployment platform/environment and coding your application to take advantage of the properties of CPU caches.
In this talk, we will explore what CPU caches are, how they work and how to measure your JVM-based application data usage to utilize them for maximum efficiency. We will discuss the future of CPU caches in a many-core world, as well as advancements that will soon arrive such as HP's Memristor.
A presentation on CPU. Focusing on Single and Multi core processors, Hyper threading and Turbo boost Technologies, RISC and CISC processors and computing/storage platforms. :)
A ppt on computer evolution. It show you how computers are renewed with time and how they were in past and how they are in present. Read ppt and be grateful for the knowledge you get from it
Course Code: CS-301
Course Title: Introduction to Computing
Degree: BS(SE, CS, BIO)
Chapter Contents:
1. Identify the components of the central processing unit and how they work together and interact with memory
2. Describe how program instructions are executed by the computer
3. Explain how data is represented in the computer
4. Describe how the computer finds instructions and data
5. Describe the components of a microcomputer system unit’s motherboard
6. List the measures of computer processing speed and explain the approaches that increase speed
An operating system (OS) is a software program that manages the resources of a computer system and provides a platform for running applications. Its primary functions include resource management, process management, memory management, file system management, and user interface. There are many different types of operating systems, such as desktop operating systems like Windows and macOS, server operating systems like Linux and Windows Server, and embedded operating systems like those used in mobile phones and other small devices. The choice of operating system depends on the type of device, the intended use, and other factors.
What is a Database?
Database creation steps
Benefits of using Database
Types of Table Relationships
What is a Database model
Database Management System
Users of Database
MS Access
Program, Language, & Programming Language
Object Oriented Programming vs Procedure Oriented Programming
About C
Why still Learn C?
Basic Terms
C Stuff
C Syntax
C Program
Algorithm
What is an algorithm?
How are mathematical statements and algorithms related?
What do algorithms have to do with computers?
Pseudo Code
What is pseudocode?
Writing pseudocode
Pseudo Code vs Algorithm
Components of Data Communication
Characteristics of Data Transmission
Communication Media
Communication Speed
Communication Hardware
Communication Software
OSI Model
Introduction
Syed Zaid Irshad
Rules (that You have to Follow)
Book Introduction
10 Chapters
Theoretical Chapters are 6
Practical Chapters are 4
Chapter 1: Basic Concept of Information Technology
Introduction of Computer
Definition
Characteristics
Parts of Computer
Input
Output
Memory
Primary Storage
Secondary Storage
Ports
Language Translator
Compiler
Interpreter
Generations of Programming Language
Ages of Computers
Generations of Computer
Classification of Computers
Chapter 2: Information Networks
Types of Network
LAN
WAN
MAN
GAN
Topologies
Star
Ring
Bus
Hybrid
File Transfer Protocol
World Wide Web
Chapter 3: Data Communication
Standards
Transmission
Simples
Half Duplex
Full Duplex
Media
Twisted Pair Cable
Coaxial Cable
Fiber Optic Cable
Microwave Transmission
Satellite Transmission
Open Systems Interconnection model (OSI model)
Chapter 4: Applications and Use of Computers
Difference Between Application and Use
Impacts of Computers
Chapter 5: Computer Architecture
Address of Memory Locations
Instruction Format
Fetch and Execute
Chapter 6: Security, Copyright and The Law
Computer Crime
Computer Viruses
Computer Privacy
Software Piracy and Law
Chapter 7: Operating System
User Interface
Graphical User Interface
Operating Systems
Chapter 8: Word Processing
Introduction to MS Word
Creating
Editing
Formatting
Printing
Chapter 9: Spreadsheet
Introduction to MS Excel
Creating
Editing
Formatting
Printing
Formulae
Project
Chapter 10: Internet Browsing and Using E-mail
Create Email ID
Send Mail
Download File
Upload File
Study Plan
Every Tuesday we perform Practical
Every Friday Half of the Lecture will be used as question answer session
Rest of the days are for Theoretical Stuff
Make WhatsApp Group for class where we can share stuff related to the Subject
1st Year Computer Science Book
Sindh Text Book Board Introduction
Introduction
Syed Zaid Irshad
Rules (that You have to Follow)
Book Introduction
10 Chapters
Theoretical Chapters are 6
Practical Chapters are 4
Chapter 1: Basic Concept of Information Technology
Introduction of Computer
Definition
Characteristics
Parts of Computer
Input
Output
Memory
Primary Storage
Secondary Storage
Ports
Language Translator
Compiler
Interpreter
Generations of Programming Language
Ages of Computers
Generations of Computer
Classification of Computers
Chapter 2: Information Networks
Types of Network
LAN
WAN
MAN
GAN
Topologies
Star
Ring
Bus
Hybrid
File Transfer Protocol
World Wide Web
Chapter 3: Data Communication
Standards
Transmission
Simples
Half Duplex
Full Duplex
Media
Twisted Pair Cable
Coaxial Cable
Fiber Optic Cable
Microwave Transmission
Satellite Transmission
Open Systems Interconnection model (OSI model)
Chapter 4: Applications and Use of Computers
Difference Between Application and Use
Impacts of Computers
Chapter 5: Computer Architecture
Address of Memory Locations
Instruction Format
Fetch and Execute
Chapter 6: Security, Copyright and The Law
Computer Crime
Computer Viruses
Computer Privacy
Software Piracy and Law
Chapter 7: Operating System
User Interface
Graphical User Interface
Operating Systems
Chapter 8: Word Processing
Introduction to MS Word
Creating
Editing
Formatting
Printing
Chapter 9: Spreadsheet
Introduction to MS Excel
Creating
Editing
Formatting
Printing
Formulae
Project
Chapter 10: Internet Browsing and Using E-mail
Create Email ID
Send Mail
Download File
Upload File
Study Plan
Every Tuesday we perform Practical
Every Friday Half of the Lecture will be used as question answer session
Rest of the days are for Theoretical Stuff
Make WhatsApp Group for class where we can share stuff related to the Subject
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
2. Hardware Performance Issues
• Microprocessors have seen an exponential increase in performance
• Improved organization
• Increased clock frequency
• Increase in Parallelism
• Pipelining
• Superscalar
• Simultaneous multithreading (SMT)
• Diminishing returns
• More complexity requires more logic
• Increasing chip area for coordinating and signal transfer logic
• Harder to design, make and debug
5. Increased Complexity
• Power requirements grow exponentially with chip density
and clock frequency
• Can use more chip area for cache
• Smaller
• Order of magnitude lower power requirements
• By 2015
• 100 billion transistors on 300mm2
die
• Cache of 100MB
• 1 billion transistors for logic
• Pollack’s rule:
• Performance is roughly proportional to square root of increase in
complexity
• Double complexity gives 40% more performance
• Multicore has potential for near-linear improvement
• Unlikely that one core can use all cache effectively
8. Software Performance Issues
• Performance benefits dependent on effective exploitation of parallel
resources
• Even small amounts of serial code impact performance
• 10% inherently serial on 8 processor system gives only 4.7 times
performance
• Communication, distribution of work and cache coherence
overheads
• Some applications effectively exploit multicore processors
9. Effective Applications for Multicore Processors
• Database
• Servers handling independent transactions
• Multi-threaded native applications
• Lotus Domino, Siebel CRM
• Multi-process applications
• Oracle, SAP, PeopleSoft
• Java applications
• Java VM is multi-thread with scheduling and memory management
• Sun’s Java Application Server, BEA’s Weblogic, IBM Websphere, Tomcat
• Multi-instance applications
• One application running multiple times
• E.g. Value Game Software
10. Multicore Organization• Number of core processors on chip
• Number of levels of cache on chip
• Amount of shared cache
• Next slide examples of each organization:
• (a) ARM11 MPCore
• (b) AMD Opteron
• (c) Intel Core Duo
• (d) Intel Core i7
12. Advantages of shared L2 Cache
• Constructive interference reduces overall miss rate
• Data shared by multiple cores not replicated at cache level
• With proper frame replacement algorithms mean amount of
shared cache dedicated to each core is dynamic
• Threads with less locality can have more cache
• Easy inter-process communication through shared memory
• Cache coherency confined to L1
• Dedicated L2 cache gives each core more rapid access
• Good for threads with strong locality
• Shared L3 cache may also improve performance
13. Individual Core Architecture
• Intel Core Duo uses superscalar cores
• Intel Core i7 uses simultaneous multi-threading (SMT)
• Scales up number of threads supported
• 4 SMT cores, each supporting 4 threads appears as 16 core
14. Intel x86 Multicore Organization -
Core Duo (1)
• 2006
• Two x86 superscalar, shared L2 cache
• Dedicated L1 cache per core
• 32KB instruction and 32KB data
• Thermal control unit per core
• Manages chip heat dissipation
• Maximize performance within constraints
• Improved ergonomics
• Advanced Programmable Interrupt Controlled (APIC)
• Inter-process interrupts between cores
• Routes interrupts to appropriate core
• Includes timer so OS can interrupt core
15. Intel x86 Multicore Organization -
Core Duo (2)
• Power Management Logic
• Monitors thermal conditions and CPU activity
• Adjusts voltage and power consumption
• Can switch individual logic subsystems
• 2MB shared L2 cache
• Dynamic allocation
• MESI support for L1 caches
• Extended to support multiple Core Duo in SMP
• L2 data shared between local cores or external
• Bus interface
16. Intel x86 Multicore Organization -
Core i7
• November 2008
• Four x86 SMT processors
• Dedicated L2, shared L3 cache
• Speculative pre-fetch for caches
• On chip DDR3 memory controller
• Three 8 byte channels (192 bits) giving 32GB/s
• No front side bus
• QuickPath Interconnection
• Cache coherent point-to-point link
• High speed communications between processor chips
• 6.4G transfers per second, 16 bits per transfer
• Dedicated bi-directional pairs
• Total bandwidth 25.6GB/s
17. ARM11 MPCore
• Up to 4 processors each with own L1 instruction and data cache
• Distributed interrupt controller
• Timer per CPU
• Watchdog
• Warning alerts for software failures
• Counts down from predetermined values
• Issues warning at zero
• CPU interface
• Interrupt acknowledgement, masking and completion acknowledgement
• CPU
• Single ARM11 called MP11
• Vector floating-point unit
• FP co-processor
• L1 cache
• Snoop control unit
• L1 cache coherency
19. ARM11 MPCore Interrupt Handling
• Distributed Interrupt Controller (DIC) collates from many sources
• Masking
• Prioritization
• Distribution to target MP11 CPUs
• Status tracking
• Software interrupt generation
• Number of interrupts independent of MP11 CPU design
• Memory mapped
• Accessed by CPUs via private interface through SCU
• Can route interrupts to single or multiple CPUs
• Provides inter-process communication
• Thread on one CPU can cause activity by thread on another CPU
20. DIC Routing
• Direct to specific CPU
• To defined group of CPUs
• To all CPUs
• OS can generate interrupt to:
• All but self
• Self
• Other specific CPU
• Typically combined with shared memory for inter-process
communication
• 16 interrupt ids available for inter-process communication
21. Interrupt States
• Inactive
• Non-asserted
• Completed by that CPU but pending or active in others
• Pending
• Asserted
• Processing not started on that CPU
• Active
• Started on that CPU but not complete
• Can be pre-empted by higher priority interrupt
22. Interrupt Sources
• Inter-process Interrupts (IPI)
• Private to CPU
• ID0-ID15
• Software triggered
• Priority depends on target CPU not source
• Private timer and/or watchdog interrupt
• ID29 and ID30
• Legacy FIQ line
• Legacy FIQ pin, per CPU, bypasses interrupt distributor
• Directly drives interrupts to CPU
• Hardware
• Triggered by programmable events on associated interrupt lines
• Up to 224 lines
• Start at ID32
24. Cache Coherency
• Snoop Control Unit (SCU) resolves most shared data bottleneck
issues
• L1 cache coherency based on MESI
• Direct data Intervention
• Copying clean entries between L1 caches without accessing external
memory
• Reduces read after write from L1 to L2
• Can resolve local L1 miss from rmote L1 rather than L2
• Duplicated tag RAMs
• Cache tags implemented as separate block of RAM
• Same length as number of lines in cache
• Duplicates used by SCU to check data availability before sending
coherency commands
• Only send to CPUs that must update coherent data cache
• Migratory lines
• Allows moving dirty data between CPUs without writing to L2 and
reading back from external memory