"Optimization of a .NET application- is it simple ! / ?", Yevhen TatarynovFwdays
Optimization of .NET application seems complex and tied full task, but don’t hurry up with conclusions. Let’s look on several cases from real projects.
For this we:
look under the hood of an application from a real project;
define the metric for optimization;
choose the necessary tools;
find bottlenecks /memory leaks and best practice to resolve them.
We'll improve the application step by step and we’ll what with simple analysis and simple best practice we can significantly reduce total resources usage.
Our fall 12-Week Data Science bootcamp starts on Sept 21st,2015. Apply now to get a spot!
If you are hiring Data Scientists, call us at (1)888-752-7585 or reach info@nycdatascience.com to share your openings and set up interviews with our excellent students.
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Come join our meet-up and learn how easily you can use R for advanced Machine learning. In this meet-up, we will demonstrate how to understand and use Xgboost for Kaggle competition. Tong is in Canada and will do remote session with us through google hangout.
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Speaker Bio:
Tong is a data scientist in Supstat Inc and also a master students of Data Mining. He has been an active R programmer and developer for 5 years. He is the author of the R package of XGBoost, one of the most popular and contest-winning tools on kaggle.com nowadays.
Pre-requisite(if any): R /Calculus
Preparation: A laptop with R installed. Windows users might need to have RTools installed as well.
Agenda:
Introduction of Xgboost
Real World Application
Model Specification
Parameter Introduction
Advanced Features
Kaggle Winning Solution
Event arrangement:
6:45pm Doors open. Come early to network, grab a beer and settle in.
7:00-9:00pm XgBoost Demo
Reference:
https://github.com/dmlc/xgboost
Implementation details and performance traits of generics in .NET, Java and C++. Presentation for the Jerusalem .NET/C++ User Group by Sasha Goldshtein.
"Optimization of a .NET application- is it simple ! / ?", Yevhen TatarynovFwdays
Optimization of .NET application seems complex and tied full task, but don’t hurry up with conclusions. Let’s look on several cases from real projects.
For this we:
look under the hood of an application from a real project;
define the metric for optimization;
choose the necessary tools;
find bottlenecks /memory leaks and best practice to resolve them.
We'll improve the application step by step and we’ll what with simple analysis and simple best practice we can significantly reduce total resources usage.
Our fall 12-Week Data Science bootcamp starts on Sept 21st,2015. Apply now to get a spot!
If you are hiring Data Scientists, call us at (1)888-752-7585 or reach info@nycdatascience.com to share your openings and set up interviews with our excellent students.
---------------------------------------------------------------
Come join our meet-up and learn how easily you can use R for advanced Machine learning. In this meet-up, we will demonstrate how to understand and use Xgboost for Kaggle competition. Tong is in Canada and will do remote session with us through google hangout.
---------------------------------------------------------------
Speaker Bio:
Tong is a data scientist in Supstat Inc and also a master students of Data Mining. He has been an active R programmer and developer for 5 years. He is the author of the R package of XGBoost, one of the most popular and contest-winning tools on kaggle.com nowadays.
Pre-requisite(if any): R /Calculus
Preparation: A laptop with R installed. Windows users might need to have RTools installed as well.
Agenda:
Introduction of Xgboost
Real World Application
Model Specification
Parameter Introduction
Advanced Features
Kaggle Winning Solution
Event arrangement:
6:45pm Doors open. Come early to network, grab a beer and settle in.
7:00-9:00pm XgBoost Demo
Reference:
https://github.com/dmlc/xgboost
Implementation details and performance traits of generics in .NET, Java and C++. Presentation for the Jerusalem .NET/C++ User Group by Sasha Goldshtein.
A cheatsheet (or crib sheet) is a concise set of notes that contains terms, concepts, and
information to help someone remember something, summarize knowledge or use it as a quick
reference.
Notes for C Programming for MCA, BCA, B. Tech CSE, ECE and MSC (CS) 4 of 5 by...ssuserd6b1fd
C programming language notes for beginners and Collage students. Written for beginners. Colored graphics. Function by Function explanation with complete examples. Well commented examples. Illustrations are made available for data dealing at memory level.
Java Foundations: Data Types and Type ConversionSvetlin Nakov
Learn how to use data types and variables in Java, how variables are stored in the memory and how to convert from one data type to another.
Watch the video lesson and access the hands-on exercises here: https://softuni.org/code-lessons/java-foundations-certification-data-types-and-variables
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
A cheatsheet (or crib sheet) is a concise set of notes that contains terms, concepts, and
information to help someone remember something, summarize knowledge or use it as a quick
reference.
Notes for C Programming for MCA, BCA, B. Tech CSE, ECE and MSC (CS) 4 of 5 by...ssuserd6b1fd
C programming language notes for beginners and Collage students. Written for beginners. Colored graphics. Function by Function explanation with complete examples. Well commented examples. Illustrations are made available for data dealing at memory level.
Java Foundations: Data Types and Type ConversionSvetlin Nakov
Learn how to use data types and variables in Java, how variables are stored in the memory and how to convert from one data type to another.
Watch the video lesson and access the hands-on exercises here: https://softuni.org/code-lessons/java-foundations-certification-data-types-and-variables
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
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.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
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.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
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.
Online resume builder management system project report.pdfKamal Acharya
This project aims at the Introduction to app Service Management.
This software is designed keeping in mind the user’s efficiency & ease of handling and maintenance , as and secured system over centralized data handling and providing with the features to get the complete study and control over the business.
The report depicts the basics logic used for software development long with the Activity diagrams so that logics may be apprehended without difficulty.
For detailed information, screen layouts, provided along with this report can be viewed.
Although this report is prepared with considering the results required these may be across since the project is subjected to future enhancements as per the need of organizations.
Top 13 Famous Civil Engineering Scientistgettygaming1
List of Best Scientist Who Gives Big Contribution in Civil Engineering Filed, in this we provide how they Contribute in Civil Engineering filed, For Data Collection civilthings.com helps us a lot.
2. Data Types
Data Type Size Range
byte 1 byte -128 to 127
short 2 bytes -32768 to 32767
int 4 bytes -2,147,483,648 to 2,147,483,647
long 8 bytes -9,223,372,036,854,775,808 to-
9,223,372,036,854,775,807
float 4 bytes Approx. ± 3.4028235E+38F
double 8 bytes Approx. ± 1.7976931348623157E+308
boolean true or false NA, note Java booleans cannot be converted to or
from other types
char 2 bytes Unicode character,
u0000 (or 0) to uFFFF (or 65535)
Prepared By VijayaAhire (Asst Prof )
3. Type conversion (Casting)
Java automatically converts the source type into target type
This is known as automatic type conversion
For ex.:
float a = 10.6f;
int b;
b = a; //output 10
Type casting refers to the type conversion that is performed explicitly
For Ex.:
int x;
byte n = (byte)x;
long m = (long)x;
Prepared By VijayaAhire (Asst Prof )
4. long
64 bit
int
32 bit
l
i
int i;
i = (int)l;
l = (long)i;
long l;
l = i;
long
64 bit
int
32 bit
l
i
Widening
Narrowing
Casting example
Prepared By VijayaAhire (Asst Prof )
5. Operators
• An operator is a symbol that operates on one or more operands to produce
a result
• Java provides rich sets of operators
Operator Name Operators
Arithmetic Operator +, -, *, /, %
Relational Operator >, >=, <, <=, ==, !=
Logical Operator &&, ||, !
Assignment Operator = (+=, -=, *=, /=, %=)
Increment and decrement
Operator
++, --
Prefix (++a), postfix (a++)
Conditional Operator ? : (exp1 ? exp2 : exp3)
Bitwise Operator ~, &, |, ^, >>, <<, >>>
Special Operator instanceof .(dot) ,(comma)
Prepared By VijayaAhire (Asst Prof )
6. Expression
Expression are the combination of operands and operators
The order of operations is defined through precedence
For Ex.:
x = 10 + 2 * 6
= 10 + 12
= 22
Prepared By VijayaAhire (Asst Prof )
7. Operators in JAVA
• Arithmetic operators
• + addition
• - subtraction
• * multiplication
• / division
• % modulus (gives
reminder)
02-09-2022 7
class Arithmetic
{
public static void main(String[] args)
{
int a = 12 ;
int b = 3 ;
int c = a + b ;
System.out.println("Value of a + b = "+ c);
int d = a - b;
System.out.println("Value of a - b = "+ d);
int e = a * b;
System.out.println("Value of a * b = "+ e);
int f = a / b;
System.out.println("Value of a / b = "+ f);
int g = a % b;
System.out.println("Value of a % b = "+ g);
}
}
C = 15
d = 9
e = 36
f = 4
g = 0
8. Operators in JAVA
• Assignment operators
02-09-2022 8
class Arithmetic
{
public static void main(String[] args)
{
int x =4;
x*=3;
System.out.println("Value of x = "+ x);
}
}
= x = 2 x = 2
+= x += 4 x = x + 4
-= x -= 4 x = x - 4
*= x *= 4 x = x * 4
/= x /= 4 x = x / 4
%= x %= 4 x = x % 4
X=12
9. Operators in JAVA
• Relational operators
02-09-2022 9
Operator Description
== Check if two operand are equal
!= Check if two operand are not equal.
>
Check if operand on the left is
greater than operand on the right
<
Check operand on the left is smaller
than right operand
>=
check left operand is greater than or
equal to right operand
<=
Check if operand on left is smaller
than or equal to right operand
Operator Description
&&
Returns true if both statements
are true
||
Returns true if one of the
statements is true
!
Reverse the result, returns
false if the result is true
• Logical operators
10. Operators in JAVA
• Bitwise operators
02-09-2022 10
Operator Description
& Bitwise AND
| Bitwise OR
^ Bitwise exclusive OR
<< Left shift
>> Right shift