Parallel architectures - 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



Understanding Binary Counters and Types of Counters

Binary counters are registers used to count clock pulses, while binary counters follow the binary number sequence. There are two types of counters: serial/asynchronous counters and parallel/synchronous counters. Serial counters change output flip-flop to next flip-flop, requiring minimal hardware bu

11 views • 21 slides


Understanding Microprocessor Architecture and Software Design

Microprocessor architecture and software design play crucial roles in the development of microprocessors. This article explores the internal features, software design types, and characteristics of Complex Instruction Set Computer (CISC) and Reduce Instruction Set Computer (RISC) architectures. It de

7 views • 73 slides


Ensuring Reliability of Deep Neural Network Architectures

This study focuses on assuring the reliability of deep neural network architectures against numerical defects, highlighting the importance of addressing issues that lead to unreliable outputs such as NaN or inf. The research emphasizes the widespread and disastrous consequences of numerical defects

0 views • 26 slides


Evolution of IBM System/360 Architecture and Instruction Set Architectures

The IBM System/360 (S/360) mainframe computer system family, introduced in 1964, revolutionized computing by offering forward and backward compatibility, a unified instruction set architecture (ISA), and a balance between scientific and business efficiency. The critical elements of this architecture

0 views • 18 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


Understanding Shared Memory Architectures and Cache Coherence

Shared memory architectures involve multiple CPUs sharing one memory with a global address space, with challenges like the cache coherence problem. This summary delves into UMA and NUMA architectures, addressing issues like memory latency and bandwidth, as well as the bus-based UMA and NUMA shared m

0 views • 27 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


Exploring Logical Agents and Architectures in Wumpus World

Explore the use of logical agents in the Wumpus World domain through three agent architectures: reflex agents, model-based agents, and goal-based agents. Understand how these agents operate in the challenging environment of the Wumpus World, where the task is to find the gold, return to starting pos

0 views • 21 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 Instruction Set Architecture and Data Types in Computer Systems

In computer architecture, the Instruction Set Architecture (ISA) level is crucial in defining how a processor executes instructions. This includes the formal defining documents, memory models, registers, and various data types that can be supported. The ISA level specifies the capabilities of a proc

2 views • 13 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


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


Contrasting RISC and CISC Architectures

Contrasting RISC (Reduced Instruction Set Computing) and CISC (Complex Instruction Set Computing) architectures, the images and descriptions elaborate on their advantages and disadvantages, with a focus on multiplying two numbers in memory using a CISC approach. CISC processors aim to complete tasks

0 views • 35 slides


Understanding Shared Memory Architectures and Cache Coherence

Shared memory architectures involve multiple CPUs accessing a common memory, leading to challenges like the cache coherence problem. This article delves into different types of shared memory architectures, such as UMA and NUMA, and explores the cache coherence issue and protocols. It also highlights

2 views • 27 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


Parallel Chi-square Test for Feature Selection in Categorical Data

The chi-square test is a popular method for feature selection in categorical data with classification labels. By calculating chi-square values in parallel for all features simultaneously, this approach provides a more efficient solution compared to serial computation. The process involves creating c

1 views • 4 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


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


Enhancing Internet Backbone Performance through Parallel Resolution of Packets and Rules

The bottleneck in Internet backbones lies in the decision-making process for incoming packets. This article explores the challenges faced in efficiently processing policies in routers and middleboxes by introducing parallel resolution techniques to increase throughput and reduce latency. It discusse

0 views • 22 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

0 views • 40 slides


Variations in Computer Architectures: RISC, CISC, and ISA Explained

Delve into the realm of computer architectures with a detailed exploration of Reduced Instruction Set Computing (RISC), Complex Instruction Set Computing (CISC), and Instruction Set Architecture (ISA) variations explained by Prof. Kavita Bala and Prof. Hakim Weatherspoon at Cornell University. Explo

0 views • 55 slides


Efficient Resource Management for Multi-Agent System Execution on Parallel Architectures with OpenCL

This research focuses on efficiently managing memory and computing resources for executing multi-agent systems on parallel architectures using OpenCL. The study presents a hybrid approach involving population-level molecular virtual chemistry and individual-level virtual cells. The work enhances a p

1 views • 33 slides


Parallel Search Algorithm - Types and Approaches

Exploring parallel search algorithms in artificial intelligence, this study delves into various types like Sequential Depth First Search, Sequential Best First Search, and their parallel counterparts. The research outlines the process of searching for elements in initial and goal states, emphasizing

0 views • 24 slides


Understanding Parallel Databases and Their Impact on Performance

Explore the concept of parallel databases, how they address the I/O bottleneck, and their benefits such as increased scalability and improved application availability. Learn about parallel architectures and shared memory systems in advanced database design. Discover the importance of concurrency con

0 views • 80 slides


Introduction to PRAM Architectures and Algorithms

This content covers Parallel Random Access Machine (PRAM) architectures, algorithms, and performance evaluation. It discusses shared memory models, PRAM processors, network models, and provides definitions related to parallel computation. Insight from experts Joseph F. JaJa and Uzi Vishkin is includ

0 views • 27 slides


Electric Circuits: Series and Parallel Configurations Explained

In this lecture on electric circuits, we delve into series and parallel circuits featuring batteries, wires, resistors, and capacitors. Key concepts discussed include Kirchhoff's loop rule, series components, and equivalent resistance and capacitance. Learn how to simplify complex circuits and analy

0 views • 24 slides


NTN Indication and UE Location in 5G and IoT Architectures

Background information on the inclusion of indication of country of UE location in network messages for PLMN selection in 5G and IoT architectures. Discussions on the necessity, impact, and decisions regarding this indication, along with ongoing proposals and requirements. Consideration of factors s

0 views • 5 slides


Framework for Developing Verified Assemblers for ELF Format

This research paper discusses the importance of verified assemblers in the context of verified compilation, focusing on the development of verified assemblers for the ELF format for multiple architectures like X86, RISC-V, and ARM. The framework aims to be configurable, extensible, and general to su

0 views • 32 slides


Research Insights on Future Internet Architectures

This survey explores key research topics in designing future internet architectures, focusing on innovations, content/data-oriented paradigms, mobility challenges, cloud-computing architectures, security considerations, and experimental testbeds. The study emphasizes the need for collaborative proje

0 views • 43 slides


Scaling Multi-Core Network Processors Without the Reordering Bottleneck

This study discusses the challenges in packet ordering within parallel network processors and proposes solutions to reduce reordering delay. Various approaches such as static mapping, single SN approach, and per-flow sequencing are explored to optimize processing efficiency in multi-core NP architec

0 views • 22 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


Exploring Instruction Level Parallel Architectures in Embedded Computer Architecture

Delve into the intricacies of Instruction Level Parallel Architectures, including topics such as Out-Of-Order execution, Hardware speculation, Branch prediction, and more. Understand the concept of Speculation in Hardware-based execution and the role of Reorder Buffer in managing instruction results

0 views • 51 slides


Mastering Parallel Structure for Enhanced Writing Skills

Learn how to achieve balance and consistency in your sentences through parallel structure. Practice by identifying and creating parallel structures with adjectives, verbs, possessive nouns, infinitive phrases, gerunds, and more. Enhance your writing style and maintain coherence in your communication

0 views • 19 slides


FPGA Acceleration of DNA Sequence Mapping using Multithreaded Architectures

Introduction to the use of FPGA for hardware acceleration of multithreaded architectures targeting DNA sequence mapping, implementation of FHAST tool, FM-Index string matching algorithm, and evaluation of results.

0 views • 20 slides