Directed Acyclic Graph Representation of basic blocks is the most important topic of compiler design.This will help for student studying in master degree in computer science.
Directed Acyclic Graph Representation of basic blocks is the most important topic of compiler design.This will help for student studying in master degree in computer science.
Ec2203 digital electronics questions anna university by www.annaunivedu.organnaunivedu
EC2203 Digital Electronics Anna University Important Questions for 3rd Semester ECE , EC2203 Digital Electronics Important Questions, 3rd Sem Question papers,
http://www.annaunivedu.org/digital-electronics-ec-2203-previous-year-question-paper-for-3rd-sem-ece-anna-univ-question/
Unix and Shell Programming,
Q P Code: 60305.
Additional Mathematics I
Q P Code: 60306
Computer Organization and Architecture
Q P Code: 62303
Data Structures Using C
Q P Code: 60303
Discrete Mathematical Structures
Q P Code: 60304
Engineering Mathematics - III
Q P Code: 60301
Soft Skill Development
Q P Code: 60307
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
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Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
5. 5
What is Basic Blocks?
A basic block is a sequence of consecutive instructions
which are always executed in sequence without halt or
possibility of branching.
6. 6
Type of Basic Blocks
Basic Blocks
Transformations on Basic Blocks
Structure preserving Transformations
Algebraic transformations
Representation of Basic Blocks
7. 7
Steps of Basic Blocks
Introduce a graph representation of three address statement that is helpful
for discussing code generation.
Nodes in flow graph – Computation
Edges in flow graph – Control Flow
Register Assignment to find inner loop flow control is used.
Partition the intermediate code into basic blocks
The basic blocks become the nodes of a flow graph, whose edges indicate which blocks can follow
which other blocks.
8. 8
Basic Blocks
B2:
The flow graph for the above three address code is givenbelow:
B1:
PROD = 0
I = 1
T2=addr(A)-4
T4 =addr(B)-4
T1 =4*I
T3= T2[T1]
T5 = T4[T1]
T6 =T3*T5
PROD =PROD + T6
I =I+1
IF I<= 20 GOTO B2
10. 10
Basic Blocks ConstructionAlgorithm.
Algorithm: Partitioning three-address instructions into basic
blocks.
INPUT: A sequence of three-address instructions.
OUTPUT: A list of the basic blocks for that sequence in which
each instruction is assigned to exactly one basic block.
15. 15
Transformations on Basic Blocks
■ A code-improving transformation is a code optimization to improve speed or reduce code size.
■ Global transformations are performed across basic blocks.
■ Local transformations are only performed on single basic blocks.
■ Transformations must be safe and preserve the meaning of the code .
■ A local transformation is safe if the transformed basic block is guaranteed to be equivalent to its
original form
16. 16
Transformations on Basic Blocks
LocalTransformation
Some local transformation are:
Common-
Subexpression
Elimination
Dead Code Elimination
Renaming Temporary
Variables
Interchange of
Statements
Algebraic
Transformations
17. 17
Common-Subexpression Elimination
■ Remove redundant computations
■ 2nd and 4th:compute same expression in fig:1(a)
■ Look at 1st and 3rd in fig:1(b) :b is redefine in 2nd therefore different in3rd, not the same
expression
fig:1(a) fig:1(b)
a := b + c b
:= a - d c := b
+ c d := a - d
a := b + c b
:= a - d c := b
+ c d := b
t1 := b * c t2 :=
a - t1 t3 := b * c
t4 := t2 + t3
t1 := b * c t2 :=
a - t1 t4 := t2 +
t1
19. Dead Code Elimination
■ Remove unused statements
Assuming a is dead (not used)
Remove unreachable code
b := a + 1
a := b + c
…
b := a + 1
…
goto L2
b := x + y
…
20. Renaming Temporary Variables
■ Temporary variables that are dead at the end of a block can be safely
renamed.
■ The basic block is transforms into an equivalent block in which each statement
that
defines a temporary defines a new temporary.
■ Such a basic block is called normal-form block or simple block.
Normal-form block
■ Note that normal-form blocks permit all statement interchanges
that arepossible.
t1 := b + c
t2 := a - t1
t1 := t1 * d
d := t2 + t1
t1 := b + c
t2 := a - t1
t3 := t1 * d
d := t2 + t3
21. Interchange of Statements
■ Independent statements can be reordered without effecting the value of block to
make its optimal use.
■ Note that normal-form blocks permit all statement interchanges that are
possible
t1 := b + c
t2 := a - t1
t3 := t1 * d
d := t2 + t3
t1 := b + c
t3 := t1 * d
t2 := a - t1
d := t2 + t3
23. Algebraic Transformations
■ Change arithmetic operations to transform blocks to algebraic equivalent
forms.
■ Simplify expression or replace expensive expressions by cheaper ones.
■ In statement 3,usually require a function call
■ Transforms to simple and equivalent statement
t1 := a - a
t2 := b + t1
t3 := t2 **2
t1 := 0
t2 := b
t3 := t2 * t2
24. 24
Representation of Basic Blocks
Variety of data structures.
Quadruples are used with pointers.
Jumping from one block to another block with conditional and
unconditional jumps.
Block B finishes the code then B’ is continued
Block B’ reaches last line then control goes back to the beginning of B’.
25. 25
L O O P S o f D i a g r a mN o . 1
N o . 2
N o . 3
Loop contains no other loop is
called inner loop.
The collection of node has unique entry
All node in the collection are strongly connected.