Static program analysis

Array-access analysis

In computer science, array-access analysis is a compiler analysis approach used to decide the read and write access patterns to elements or portions of arrays. The major data type manipulated in scientific programs is the array. The define/use analysis on a whole array is insufficient for aggressive compiler optimizations such as auto parallelization and array privatization. Array access analysis aims to obtain the knowledge of which portions or even which elements of the array are accessed by a given code segment (basic block, loop, or even at the procedure level). Array-access analysis can be largely categorized into exact (or reference-list-based) and summary methods for different tradeoffs of accuracy and complexity. Exact methods are precise but very costly in terms of computation and space storage, while summary methods are approximate but can be computed quickly and economically. Typical exact array-access analysis include linearization and . Summary methods can be further divided into , bounded regular sections using , linear-constraint methods such as data-access descriptors and . (Wikipedia).

Video thumbnail

Array Variables - Introduction

This video introduces array variables. It defines an array variable as a named group of contiguous memory locations, each element of which can be accessed by means of an index number. It explains the difference between one dimensional and two dimensional arrays, and covers how these can

From playlist Data Structures

Video thumbnail

Array In Data Structure | What Is An Array In Data Structure? | Data Structures | Simplilearn

🔥Explore our FREE Courses: https://www.simplilearn.com/skillup-free-online-courses?utm_campaign=ArrayInDataStructure&utm_medium=Description&utm_source=youtube This video is based on Array in Data Structure. The Array in data structures tutorial will explain data structures fundamentals. T

From playlist Data Structures & Algorithms

Video thumbnail

9.1: What is an Array? - Processing Tutorial

This covers looks at the concept of an array and why we need them. Book: Learning Processing A Beginner's Guide to Programming, Images,Animation, and Interaction Chapter: 9 Official book website: http://learningprocessing.com/ Twitter: https://twitter.com/shiffman Help us caption & tr

From playlist 9: Arrays - Processing Tutorial

Video thumbnail

Arrays In C Programming Explained | Arrays in C With Examples | C For Beginners | Simplilearn

This video by Simplilearn will explain to you about Arrays In C Programming Explained. Arrays In C Programming Tutorial For Beginners will explain Arrays in C With Examples of the types of Arrays In c. one-dimensional arrays and two-dimensional arrays for example. This C programming tutori

From playlist C++ Tutorial Videos

Video thumbnail

Heap Data Structure Tutorial | Min Heap And Max Heap Explained | C Language Tutorial | Simplilearn

This video by Simplilearn will explain to you about Arrays In C Programming Explained. Arrays In C Programming Tutorial For Beginners will explain Arrays in C With Examples of the types of Arrays In c. one-dimensional arrays and two-dimensional arrays, for example. This C programming tutor

From playlist C++ Tutorial Videos

Video thumbnail

1.6 Arrays and matrices in R | statistical analysis and data science course Rstudio | Dimensional

In this chapter of the video series in the crash course in statistics and data science with R / Rstudio we will see the definition, utilization, and importance of arrays with R. Also, we discuss their extension from vectors to matrices. Part 1: Definition - What is an array? - Array or

From playlist R Tutorial | Rstudio

Video thumbnail

Arrays In C++ Programming | C++ Programming | C++ Tutotorial For Beginners | Simplilearn

In this video on C++ array we will understand basic concepts of array that we use in C++. Array is a collection of similar type of data items stored in contigious memory locations. We will learn about types of array, why do we need arrays, their memory representation etc. And we will also

From playlist C++ Tutorial Videos

Video thumbnail

Lesson 05_02 Arrays

Arrays are list of values or strings. In this section I introduce you to the notation and how to create and populate arrays.

From playlist The Julia Computer Language

Video thumbnail

MATLAB による大規模フリートデータ解析 Part 1: デスクトップ編

IoT 関連技術の発展により近年では車両走行ログ(フリートデータ)の活用がより進んでおり、車両の燃費や運転者の傾向などの知見を得ることができます。ただし、データ量の増加や処理内容の高度化に伴い、フリートデータを活用するためには困難が伴います。 MATLAB® はビッグデータを処理するための環境を提供しており、アルゴリズムを書き直すことなくデスクトップ環境から、ビッグデータのためのプラットフォームへとスケールアップすることができます。 本ビデオではフリートデータを対象として、デスクトップPCで MATLAB を使ったビッグデータの読み込み、前処理、可視化などを紹介します。

From playlist MATLAB による大規模フリートデータ解析 ビデオシリーズ

Video thumbnail

25c3: Vulnerability discovery in encrypted closed source PHP applications

Speaker: Stefan Esser Security audits of PHP applications are usually performed on a source code basis. However sometimes vendors protect their source code by encrypting their applications with runtime (bytecode-)encryptors. When these tools are used source code analysis is no longer poss

From playlist 25C3: Nothing to hide

Video thumbnail

Python for Data Analysis: Numpy Arrays

This video covers the basics of numpy arrays in Python. Subscribe: ► https://www.youtube.com/c/DataDaft?sub_confirmation=1 This is lesson 8 of a 30-part introduction to the Python programming language for data analysis and predictive modeling. Link to the code notebook below: Python for

From playlist Python for Data Analysis

Video thumbnail

Lec 11 | MIT 6.189 Multicore Programming Primer, IAP 2007

Lecture 11: Parallelizing compilers License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Subtitles are provided through the generous assistance of Rohan Pai.

From playlist MIT 6.189 Multicore Programming Primer, January (IAP) 2007

Video thumbnail

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Learn Data Analysis with Python in this comprehensive tutorial for beginners, with exercises included! NOTE: Check description for updated Notebook links. Data Analysis has been around for a long time, but up until a few years ago, it was practiced using closed, expensive and limited tool

From playlist Data Science

Video thumbnail

Top 10 Data Science Tools For 2022 | Data Science Tools and Libraries for Beginners | Simplilearn

In this video, we are going to cover the Top 10 Data Science Tools and Libraries which are being used in top-level industries that including 1. What is Data Science? - 00:00 2. Difference between Tools and Libraries - 2:00 3. Top 10 data science Tools - 2:47 4. Top 10 data science Librar

From playlist 🔥Data Science | Data Science Full Course | Data Science For Beginners | Data Science Projects | Updated Data Science Playlist 2023 | Simplilearn

Video thumbnail

Python for Data Analysis: Pandas Data Frames

This video covers the basics of pandas data frames in Python. Subscribe: ► https://www.youtube.com/c/DataDaft?sub_confirmation=1 This is lesson 9 of a 30-part introduction to the Python programming language for data analysis and predictive modeling. Link to the code notebook below: Pyth

From playlist Python for Data Analysis

Video thumbnail

🔥Data Analytics Full Course 2022 | Data Analytics For Beginners | Data Analytics Course |Simplilearn

🔥 Enroll for FREE Data Analytics Course & Get your Completion Certificate: https://www.simplilearn.com/learn-data-analytics-for-beginners-skillup?utm_campaign=Skillup-DataAnalyticsFC19dec22&utm_medium=DescriptionFirstFold&utm_source=youtube Data analytics has been rapidly growing, with c

From playlist Simplilearn Live

Video thumbnail

Lecture : Intro to Arrays

This lecture video introduces the basics of Java arrays. Declaring and instantiating arrays, accessing and modifying arrays elements through indices, traversing arrays with for-loops, and creating an array method to print a formatted array.

From playlist Java Programming

Related pages

Automatic parallelization