The basic structure of a Java program is based on the concept of classes. Every executable Java program must contain at least one class definition.
💻 Essential Structure of a Java Program
A typical Java application will have the following hierarchical structure: 1. Package Statement (Optional)
The very first statement in a Java source file (if present) is the package statement. It organizes classes into logical groups, preventing naming conflicts.
* Syntax: package package_name;
* Example: package
An interceptor is a class or method that intercepts EJB method calls or lifecycle events. It is used for common tasks like logging, security, transactions, and auditing. It helps avoid dupli
cate code and keeps bu
siness logic separate from system logic. Interceptors can be defined as a separate class or inside the bean. They use annotations to define behavior.@AroundInvoke is used for method interception, while @PostConstruct and @PreDestroy are used for lifecycle interception.
Chapter 2:
Counter Claim Section 66(1) – Sessions Court: Can hear the case even if the counterclaim is bigger than the plaintiff’s claim, but cannot award more than its own limit (e.g., max RM1 million).
Section 66(2) – High court: Any party can apply to move the whole case to the High Court, which has no monetary limit.
Issue: Claim = Principal (within limit) + Interest (pushes total over limit)
Foo Sey Koh v Chua Seng Seng (1986): Only count interest up to the date of filing (not after
Critical Section Conditions
Atomic Instructions
old = *b; *b = TRUE; return oldtemp = *a; *a = *b; *b = tempSpinlocks
bool m=false;
lock(){ while(TestAndSet(&m)); }
unlock(){ m=false; }
bool m=false;
lock(){ bool key=true; while(key) Swap(&m,Optically active polyhydroxy aldehydes or ketones or compounds that yield them on hydrolysis.
| Type | Definition | Examples |
|---|---|---|
| Monosaccharides | Can’t be hydrolyzed further | Glucose, Fructose, Ribose |
| Oligosaccharides | Yield 2–10 monosaccharide units | Disaccharides → Sucrose, Maltose, Lactose |
| Polysaccharides | Yield many monosaccharides | Starch, Cellulose, Glycogen |
1. Game Engine Architecture (with Diagram)
A game engine is software that helps create and run games by managing graphics, audio, input, and logic.
Main parts:
Graphics Engine: Renders images and animations using GPU.
Audio Engine: Manages music and sound effects.
Input Module: Handles input from keyboard, mouse, and gamepads.
Device APIs/DLLs: Connects engine to hardware.
Game Logic & Main Loop: Controls gameplay and timing.
2. Resources and File System
Resources are external data like images,
BLS Household Survey
60,000 households monthly
Population: 333,287,557
Age 17+: 269,523,012
Children: 63,764,545
Civilian Noninstitutional Population: 263,973,000
Labor Force: 164,287,000
Employed: 158,291,000
Unemployed: 5,996,000
Not in Labor Force: 99,686,000
Key Formulas:
Unemployment Rate (UR) = (Unemployed / Labor Force) × 100 → 3.7%
Labor Force Participation Rate (LFPR) = (Labor Force / Civilian Noninstitutional
Convolutional Neural Networks, or CNNs, are a special class of deep learning models designed primarily for analyzing visual data such as images and videos. Unlike traditional fully connected neural networks, CNNs are built to automatically and adaptively learn spatial hierarchies of features through convolution operations. The main components of a CNN include convolutional layers, activation layers, pooling layers, and fully connected layers. The convolutional layer applies small filters (also called
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