From 0e95d670efc13dca153bec556ded64eb0cded912 Mon Sep 17 00:00:00 2001
From: UrOldFriendSoul <kutygin.andrey@gmail.com>
Date: Tue, 16 Jan 2024 12:23:28 +0400
Subject: [PATCH] kutygin_andrey_lab_5_ready

---
 kutygin_andrey_lab_5/.idea/.gitignore         |   3 +
 kutygin_andrey_lab_5/.idea/jpa-buddy.xml      |   6 +
 kutygin_andrey_lab_5/.idea/misc.xml           |   9 ++
 kutygin_andrey_lab_5/.idea/modules.xml        |   8 ++
 kutygin_andrey_lab_5/README.md                |  62 +++++++++++
 kutygin_andrey_lab_5/lab5.iml                 |  11 ++
 .../out/production/lab5/Main.class            | Bin 0 -> 4143 bytes
 kutygin_andrey_lab_5/screen.png               | Bin 0 -> 29586 bytes
 kutygin_andrey_lab_5/src/Main.java            | 103 ++++++++++++++++++
 9 files changed, 202 insertions(+)
 create mode 100644 kutygin_andrey_lab_5/.idea/.gitignore
 create mode 100644 kutygin_andrey_lab_5/.idea/jpa-buddy.xml
 create mode 100644 kutygin_andrey_lab_5/.idea/misc.xml
 create mode 100644 kutygin_andrey_lab_5/.idea/modules.xml
 create mode 100644 kutygin_andrey_lab_5/README.md
 create mode 100644 kutygin_andrey_lab_5/lab5.iml
 create mode 100644 kutygin_andrey_lab_5/out/production/lab5/Main.class
 create mode 100644 kutygin_andrey_lab_5/screen.png
 create mode 100644 kutygin_andrey_lab_5/src/Main.java

diff --git a/kutygin_andrey_lab_5/.idea/.gitignore b/kutygin_andrey_lab_5/.idea/.gitignore
new file mode 100644
index 0000000..26d3352
--- /dev/null
+++ b/kutygin_andrey_lab_5/.idea/.gitignore
@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml
diff --git a/kutygin_andrey_lab_5/.idea/jpa-buddy.xml b/kutygin_andrey_lab_5/.idea/jpa-buddy.xml
new file mode 100644
index 0000000..966d5f5
--- /dev/null
+++ b/kutygin_andrey_lab_5/.idea/jpa-buddy.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="JpaBuddyIdeaProjectConfig">
+    <option name="renamerInitialized" value="true" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/kutygin_andrey_lab_5/.idea/misc.xml b/kutygin_andrey_lab_5/.idea/misc.xml
new file mode 100644
index 0000000..cac8158
--- /dev/null
+++ b/kutygin_andrey_lab_5/.idea/misc.xml
@@ -0,0 +1,9 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" languageLevel="JDK_18" default="true" project-jdk-name="18" project-jdk-type="JavaSDK">
+    <output url="file://$PROJECT_DIR$/out" />
+  </component>
+  <component name="ProjectType">
+    <option name="id" value="jpab" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/kutygin_andrey_lab_5/.idea/modules.xml b/kutygin_andrey_lab_5/.idea/modules.xml
new file mode 100644
index 0000000..03803f6
--- /dev/null
+++ b/kutygin_andrey_lab_5/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/lab5.iml" filepath="$PROJECT_DIR$/lab5.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/kutygin_andrey_lab_5/README.md b/kutygin_andrey_lab_5/README.md
new file mode 100644
index 0000000..63781e7
--- /dev/null
+++ b/kutygin_andrey_lab_5/README.md
@@ -0,0 +1,62 @@
+## Задание
+Кратко: реализовать умножение двух больших квадратных матриц.
+
+Подробно: в лабораторной работе требуется сделать два алгоритма: обычный и параллельный. В параллельном алгоритме предусмотреть ручное задание количества потоков, каждый из которых будет выполнять умножение элементов матрицы в рамках своей зоны ответственности.
+
+### Ход работы
+**Последовательный алгоритм**
+
+public static int[][] multiplyMatricesSequential(int[][] matrix1, int[][] matrix2) {
+
+int rows1 = matrix1.length;
+
+int columns1 = matrix1[0].length;
+
+int columns2 = matrix2[0].length;
+
+        var matrixResult = new int[size][size];
+        for (int i = 0; i < size; i++) {
+            for (int j = 0; j < size; j++) {
+                for (int m = 0; m < size; m++) {
+                    matrixResult[i][j] += matrix1[i][m] * matrix2[m][j];
+                }
+            }
+        }
+        return matrixResult;
+Параллельный алгоритм
+public static int[][] multiplyMatricesParallel(int[][] matrix1, int[][] matrix2) {
+int rows1 = matrix1.length;
+int columns1 = matrix1[0].length;
+int columns2 = matrix2[0].length;
+
+        var matrixResult = new int[size][size];
+
+        ExecutorService executorService = Executors.newFixedThreadPool(nThreads);
+        int blockSize = size / nThreads;
+
+        for (int i = 0; i < nThreads; i++) {
+            int startRow = i * blockSize;
+            int endRow = (i + 1) * blockSize;
+            if (i == nThreads - 1) {
+                endRow = size;
+            }
+
+            int finalEndRow = endRow;
+            executorService.submit(() -> {
+                for (int row = startRow; row < finalEndRow; row++) {
+                    for (int col = 0; col < size; col++) {
+                        for (int m = 0; m < size; m++) {
+                            matrixResult[row][col] += matrix1[row][m] * matrix2[m][col];
+                        }
+                    }
+                }
+            });
+Результат
+Была проверка времени выполнения алгоритма для матриц размером 100х100, 300х300, 500х500 с разным количеством потоков.
+![sreenshot](screen.png)
+
+Из данных скриншотов видно, что в случае с матрицей 100х100 последовательный алгоритм работает лучше, чем параллельный, в других случаях наоборот.
+
+Для остальных матриц параллельный алгоритм работает лучше, а также увеличение кол-ва потоков уменьшает время выполнения алгоритма. (хотя в случае матрицы 100х100 - сильно увеличивает)
+
+Видео: https://disk.yandex.ru/d/zeVdy1b0mC79cQ
\ No newline at end of file
diff --git a/kutygin_andrey_lab_5/lab5.iml b/kutygin_andrey_lab_5/lab5.iml
new file mode 100644
index 0000000..c90834f
--- /dev/null
+++ b/kutygin_andrey_lab_5/lab5.iml
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="JAVA_MODULE" version="4">
+  <component name="NewModuleRootManager" inherit-compiler-output="true">
+    <exclude-output />
+    <content url="file://$MODULE_DIR$">
+      <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/kutygin_andrey_lab_5/out/production/lab5/Main.class b/kutygin_andrey_lab_5/out/production/lab5/Main.class
new file mode 100644
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diff --git a/kutygin_andrey_lab_5/src/Main.java b/kutygin_andrey_lab_5/src/Main.java
new file mode 100644
index 0000000..7a12ad8
--- /dev/null
+++ b/kutygin_andrey_lab_5/src/Main.java
@@ -0,0 +1,103 @@
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.TimeUnit;
+
+public class Main {
+    public static void main(String[] args) throws InterruptedException {
+        int nThreads = 8;
+        //100x100
+        var matrix1 = Matrix(100);
+        var matrix2 = Matrix(100);
+        //Последовательный алгоритм
+        long startTime = System.currentTimeMillis();
+        int[][] matrixResult = SequentialMult(matrix1, matrix2, matrix1.length);
+        long endTime = System.currentTimeMillis();
+        System.out.println("sequentially, 100x100, exec time: " + (endTime - startTime) + " ms");
+        //Параллельный алгоритм
+        startTime = System.currentTimeMillis();
+        matrixResult = ParallelMult(matrix1, matrix2, matrix1.length, nThreads);
+        endTime = System.currentTimeMillis();
+        System.out.println("parallel, 100x100, (" + nThreads + " flows), exec time : " + (endTime - startTime) + " ms\n");
+
+        //300x300
+        matrix1 = Matrix(300);
+        matrix2 = Matrix(300);
+        //Последовательный алгоритм
+        startTime = System.currentTimeMillis();
+        matrixResult = SequentialMult(matrix1, matrix2, matrix1.length);
+        endTime = System.currentTimeMillis();
+        System.out.println("sequentially, 300x300, exec time: " + (endTime - startTime) + " ms");
+        //Параллельный алгоритм
+        startTime = System.currentTimeMillis();
+        matrixResult = ParallelMult(matrix1, matrix2, matrix1.length, nThreads);
+        endTime = System.currentTimeMillis();
+        System.out.println("parallel, 300x300, (" + nThreads + " flows), exec time : " + (endTime - startTime) + " ms\n");
+
+        //500x500
+        matrix1 = Matrix(500);
+        matrix2 = Matrix(500);
+        //Последовательный алгоритм
+        startTime = System.currentTimeMillis();
+        matrixResult = SequentialMult(matrix1, matrix2, matrix1.length);
+        endTime = System.currentTimeMillis();
+        System.out.println("sequentially, 500x500, exec time: " + (endTime - startTime) + " ms");
+        //Параллельный алгоритм
+        startTime = System.currentTimeMillis();
+        matrixResult = ParallelMult(matrix1, matrix2, matrix1.length, nThreads);
+        endTime = System.currentTimeMillis();
+        System.out.println("parallel, 500x500, (" + nThreads + " flows), exec time : " + (endTime - startTime) + " ms\n");
+    }
+
+    public static int[][] Matrix(int size) {
+        int[][] matrix = new int[size][size];
+        for (int i = 0; i < size; i++) {
+            for (int j = 0; j < size; j++) {
+                matrix[i][j] = (int) (Math.random() * 1000);
+            }
+        }
+        return matrix;
+    }
+
+    public static int[][] SequentialMult(int[][] matrix1, int[][] matrix2, int size) {
+        var matrixResult = new int[size][size];
+        for (int i = 0; i < size; i++) {
+            for (int j = 0; j < size; j++) {
+                for (int m = 0; m < size; m++) {
+                    matrixResult[i][j] += matrix1[i][m] * matrix2[m][j];
+                }
+            }
+        }
+        return matrixResult;
+    }
+
+    public static int[][] ParallelMult(int[][] matrix1, int[][] matrix2, int size, int nThreads) throws InterruptedException {
+        var matrixResult = new int[size][size];
+
+        ExecutorService executorService = Executors.newFixedThreadPool(nThreads);
+        int blockSize = size / nThreads;
+
+        for (int i = 0; i < nThreads; i++) {
+            int startRow = i * blockSize;
+            int endRow = (i + 1) * blockSize;
+            if (i == nThreads - 1) {
+                endRow = size;
+            }
+
+            int finalEndRow = endRow;
+            executorService.submit(() -> {
+                for (int row = startRow; row < finalEndRow; row++) {
+                    for (int col = 0; col < size; col++) {
+                        for (int m = 0; m < size; m++) {
+                            matrixResult[row][col] += matrix1[row][m] * matrix2[m][col];
+                        }
+                    }
+                }
+            });
+        }
+
+        executorService.shutdown();
+        executorService.awaitTermination(Long.MAX_VALUE, TimeUnit.NANOSECONDS);
+
+        return matrixResult;
+    }
+}
\ No newline at end of file