Parallel programming - PowerPoint PPT Presentation


Evolution of Parallel Programming in Computing

Moores Law predicted the doubling of transistor capacity every two years, benefitting software developers initially. However, hardware advancements can no longer ensure consistent performance gains. Parallel computing, leveraging multicore architecture, has emerged as a solution to optimize performa

6 views • 10 slides


Understanding 4-Bit Parallel Adder/Subtractor IC7483

Explore the concept of 4-bit parallel adder/subtractor using IC7483, which is a digital circuit capable of performing arithmetic operations on binary numbers greater than one bit in length. Learn about the structure, operation, and implementation of parallel adders with cascaded full adders. Discove

6 views • 11 slides



Decision Analysis and Operations Research in Management

This content delves into Management Decision Analysis and Operations Research techniques such as Linear Programming, Integer Linear Programming, Dynamic Programming, Nonlinear Programming, and Network Programming. It covers the phases of an Operations Research study, mathematical modeling for decisi

0 views • 36 slides


Exploring Parallel Computing: Concepts and Applications

Dive into the world of parallel computing with an engaging analogy of picking apples, relating different types of parallelism. Learn about task and data decomposition, software models, hardware architectures, and challenges in utilizing parallelism. Discover the potential of completing multiple part

0 views • 27 slides


Understanding Parallel and Distributed Computing Systems

In parallel computing, processing elements collaborate to solve problems, while distributed systems appear as a single coherent system to users, made up of independent computers. Contemporary computing systems like mobile devices, IoT devices, and high-end gaming computers incorporate parallel and d

1 views • 11 slides


Introduction to Thrust Parallel Algorithms Library

Thrust is a high-level parallel algorithms library, providing a performance-portable abstraction layer for programming with CUDA. It offers ease of use, distributed with the CUDA Toolkit, and features like host_vector, device_vector, algorithm selection, and memory management. With a large set of al

0 views • 18 slides


Understanding Transmission Modes in Computer Networks

Transmission modes in computer networks can be divided into serial and parallel modes. Parallel transmission allows multiple bits to be sent simultaneously over separate media, while serial transmission sends one bit at a time. The choice between serial and parallel transmission depends on factors s

0 views • 13 slides


Parallel Implementation of Multivariate Empirical Mode Decomposition on GPU

Empirical Mode Decomposition (EMD) is a signal processing technique used for separating different oscillation modes in a time series signal. This paper explores the parallel implementation of Multivariate Empirical Mode Decomposition (MEMD) on GPU, discussing numerical steps, implementation details,

1 views • 15 slides


Understanding Parallel and Distributed Systems in Computing

A parallel computer is a collection of processing elements that collaborate to solve problems, while a distributed system comprises independent computers appearing as a single system. Contemporary computing systems, like mobile devices and cloud platforms, utilize parallel and distributed architectu

0 views • 11 slides


Module 2: PSEA and Safe Programming Training of Trainers (ToT) by CRS HRD

This Module 2 focuses on PSEA and Safe Programming, covering key sessions on understanding safe programming, identifying protection and SEA risks, and mitigating risks. It emphasizes the importance of safe programming in increasing safety, dignity, and access, with staff playing a crucial role. Part

2 views • 19 slides


Understanding Coordinating Conjunctions and Parallel Structure

Coordinating conjunctions like "and," "but," "or," and "nor" are used to connect words or phrases with similar grammatical functions. This creates parallel structure in sentences, ensuring clarity and cohesion. Using examples, the concept of parallel structure with coordinating conjunctions is expla

0 views • 19 slides


Understanding Parallel and Perpendicular Lines

Students will learn to identify and write equations of parallel and perpendicular lines by understanding the relationship between slopes. Parallel lines have the same slope, while perpendicular lines intersect to form right angles. Through examples and explanations, students will gain the skills to

0 views • 12 slides


Parallel Processing and SIMD Architecture Overview

Parallel processors in advanced computer systems utilize multiple processing units connected through an interconnection network. This enables communication via shared memory or message passing methods. Multiprocessors offer increased speed and cost-effectiveness compared to single-processor systems

2 views • 24 slides


Understanding Shift Registers: Introduction and Classification

Explore the world of shift registers, including buffer registers, and different modes of operation like serial in/serial out, serial in/parallel out, parallel in/serial out, and parallel in/parallel out. Learn about the construction, operation, and classification of registers in digital systems.

1 views • 24 slides


Understanding Shift Registers in Sequential Logic Circuits

Shift registers are sequential logic circuits used for storing digital data. They consist of interconnected flip-flops that shift data in a controlled manner. This article explores different types of shift registers such as Serial In - Serial Out, Serial In - Parallel Out, Parallel In - Serial Out,

2 views • 9 slides


Web Application Development and Programming CTE Program Overview

Viera High School offers a comprehensive CTE program in Web Application Development and Programming, taught by Mr. Dohmen. Students learn popular programming languages like Python, SQL, JavaScript, Java, C#, and C. The courses cover web programming, JavaScripting, and PHP programming, providing cert

1 views • 7 slides


Introduction to Programming and Computer Instructions

Programming is the process of creating instructions for computers to follow and accomplish tasks. It involves turning human language instructions into detailed binary machine language. Before learning programming, individuals may have different levels of experience, ranging from no experience to pro

0 views • 16 slides


Understanding Parallel Circuits in Electronics

Explore topics such as resistors in parallel, voltage distribution, Kirchhoff's current law, resistance calculations, and practical applications in parallel circuits. Dive into problem-solving exercises and grasp concepts like current dividers, total resistance calculations, and power distribution i

0 views • 20 slides


Understanding Parallel Sorting Algorithms and Amdahl's Law

Exploring the concepts of parallel sorting algorithms, analyzing parallel programs, divide and conquer algorithms, parallel speed-up, estimating running time on multiple processors, and understanding Amdahl's Law in parallel computing. The content covers key measures of run-time, divide and conquer

1 views • 40 slides


Advanced Multi-Threaded Development Overview

Explore the challenges and tips for developing multi-threaded applications in a workshop conducted by Jarrod Hollingworth in Melbourne. Learn about thread safety, Delphi Parallel Programming Library, and delve into low-level thread details. Dive into parallel programming with XE7+ and discover TPara

0 views • 15 slides


Development of Attosecond Theory for Nobel Prize through Verilog Programming

Attosecond generation is a crucial technique for creating attosecond pulses by manipulating radiation waves. This research paper focuses on developing the Attosecond generation equation through Verilog programming and validating it using test programming techniques. The interface between equations,

0 views • 15 slides


Introduction to GPUs in Parallel Computer Architecture

This lecture discusses Parallel Computer Architecture and Programming GPUs, covering topics like the history of GPUs, the role of GPUs in parallel computing, and the evolution of GPU technology. It also highlights the use of GPUs for raster-based graphics, their programmability, and their significan

0 views • 12 slides


Understanding Parallel Programming and Memory Hierarchy in Triton

Explore the concepts of parallel programming, distributed memory, and memory hierarchy in the context of Triton, focusing on technology trends, processor clock speeds, machine architecture, and memory organization at different levels (chip, node, system).

0 views • 23 slides


Guide to Multithreaded Programming using Java Threads

Explore the world of multithreaded programming with Java threads, covering topics such as defining threads, thread applications, priorities, accessing shared resources, synchronization, and advanced concurrency models. Delve into the differences between multithreading and multiprocessing, and learn

0 views • 46 slides


Introduction to Programming Languages and Functional Programming with OCaml

Welcome to Lecture 1 of CSEP505 on Programming Languages focusing on OCaml and functional programming. Professor Dan Grossman introduces the course, discusses the importance of studying programming languages, and shares insights on course mechanics and content. Topics include staff introductions, co

0 views • 84 slides


Efficient Techniques for Writing Parallel Programs

Learn about writing parallel programs, thread processes, private and shared variables, rules for specifying variables, and static scheduling for optimized performance. Understand the concepts through code examples and best practices in parallel programming.

0 views • 13 slides


Parallel Programming Directives and Concepts

Learn about parallel programming directives like Diretiva.parallel and #pragma omp.parallel, which allow code to be executed by multiple threads simultaneously. Explore concepts such as defining parallel regions, setting the number of threads, and utilizing OpenMP directives for parallel for loops.

0 views • 39 slides


Leveraging MPI's One-Sided Communication Interface for Shared Memory Programming

This content discusses the utilization of MPI's one-sided communication interface for shared memory programming, addressing the benefits of using multi- and manycore systems, challenges in programming shared memory efficiently, the differences between MPI and OS tools, MPI-3.0 one-sided memory model

0 views • 20 slides


Understanding Parallel Software in Advanced Computer Architecture II

Exploring the challenges of parallel software, the lecture delves into identifying and expressing parallelism, utilizing parallel hardware effectively, and debugging parallel algorithms. It discusses functional parallelism, automatic extraction of parallelism, and finding parallelism in various appl

0 views • 86 slides


Exploring Computer Programming Principles

Dive into the world of computer programming, covering high-level and machine languages, compilers, interpreters, writing programs, top-down design, and the array of programming languages available. Understand the essentials of building code to control computers, the diversity of programming language

0 views • 23 slides


Mastering Parallel Structure in Business Communication

Understanding and implementing parallel structure in business communication is essential for clear, effective, and professional writing. Explore the nuances of parallelism, such as using correlative conjunctions like "not only...but also," to ensure consistency and coherence in your written work. Le

0 views • 21 slides


Projections Overview for Performance Analysis in Parallel Programming

Projections is a performance analysis and visualization tool used with Charm++. It allows for trace-based, post-mortem analysis with configurable levels of detail. Users can customize tracing options, instrument code, and add custom events to traces. The tool logs a variety of events, such as entry

0 views • 51 slides


Implementing Parallel Programming Design Patterns Using EFL for Python

This presentation explores the motivation and objectives behind developing a common parallel programming approach, introducing the Embedded Flexible Language (EFL) for Python. The EFL programming model allows for a straightforward implementation of sequential and parallel executions to produce deter

0 views • 49 slides


Evolving Legacy Software with Program Transformation Framework

Dissertation defense by Joshua Yue on evolving legacy software using meta-programming and Domain-Specific Languages. Focus on High Performance Computing (HPC), challenges of parallel programming, and implementing utility functions. Research objectives include facilitating software development and ma

0 views • 63 slides


Overview of Nested Data Parallelism in Haskell

The paper by Simon Peyton Jones, Manuel Chakravarty, Gabriele Keller, and Roman Leshchinskiy explores nested data parallelism in Haskell, focusing on harnessing multicore processors. It discusses the challenges of parallel programming, comparing sequential and parallel computational fabrics. The evo

0 views • 55 slides


High Performance Software Development - Topics and Related Lectures

This course on High Performance Software Development covers various topics such as modern programming styles, CPU properties, performance tuning, compiler optimization, memory hierarchy, and more. It also emphasizes the importance of using vector instructions within C/C++ for parallel programming. T

0 views • 10 slides


CS 288-102 Intensive Programming in Linux Spring 2017 Course Details

Learn Linux programming, C language proficiency, Bash scripting, and more in this intensive course taught by Instructor C.F. Yurkoski. The course covers programming in Linux environment, command line interface, C language, client/server programming, and essential programming concepts like pointers,

0 views • 31 slides


Parallel Approaches for Multiobjective Optimization in CMPE538

This lecture provides a comprehensive overview of parallel approaches for multiobjective optimization in CMPE538. It discusses the design and implementation aspects of algorithms on various parallel and distributed architectures. Multiobjective optimization problems, often NP-hard and time-consuming

0 views • 20 slides


Introduction to Map-Reduce and Spark in Parallel Programming

Explore the concepts of Map-Reduce and Apache Spark for parallel programming. Understand how to transform and aggregate data using functions, and work with Resilient Distributed Datasets (RDDs) in Spark. Learn how to efficiently process data and perform calculations like estimating Pi using Spark's

0 views • 11 slides


Understanding OpenMP Barriers and Locks in Parallel Programming

Exploring the concepts of OpenMP barriers and locks in parallel programming, this discussion covers the importance of synchronization through barriers, the use of lock variables for finer control over synchronization, and examples like the Dining Philosophers problem. Learn how these primitives faci

0 views • 22 slides