-->

Welcome to our Coding with python Page!!! hier you find various code with PHP, Python, AI, Cyber, etc ... Electricity, Energy, Nuclear Power

Showing posts with label #CloudComputing. Show all posts
Showing posts with label #CloudComputing. Show all posts

Wednesday, 20 October 2021

ADVANTAGES OF HIGH-QUALITY PERIMETER SECURITY SYSTEMS

All about Agile, Ansible, DevOps, Docker, EXIN, Git, ICT, Jenkins, Kubernetes, Puppet, Selenium, Python, etc

When browsing the market for security systems which work to protect the entire perimeter or your business premises – look no further than perimeter security systems.

With a range of types to choose from, including security bollards, high security gates, vehicle barriers, you can be sure your premises will be protected from unauthorised visitors and thieves. This will ensure your business is safe from theft and intrusion or damage from trespassers. These perimeter security systems are often favoured by large companies with many access points to their sites. Hörmann, one of Europe’s leading manufacturers of door solutions also offering perimeter security systems, have identified the advantages of perimeter security systems. Highlighting why you should invest in high-quality solutions to protect your site. 

A Wide Choice of Security Solutions to Choose From 

Security_Solutions.jpeg

When searching for your perfect perimeter security system, you will notice just how much choice you have! Which is great, considering no two premises are the same. 

Below are just some solutions you can choose from: 

  • High security barriers 
  • Security bollards 
  • CCTV solutions 
  • Mobile vehicle barriers 
  • Automated sliding gates

Have Control Over Who Enters Your Premises 

The main advantage of installing perimeter security systems is the ability it provides you to control who enters your premises. Giving you the choice to permit access to only those who have been authorised and preventing unknown visitors from gaining access without approval. It is beneficial to cover the entire perimeter of your premises to ensure every area is covered. You could do this using a variety of types of perimeter security, determining your main entrance and smaller side entrances. In most cases, companies will choose to prioritise their main entrances with the highest levels of security. Followed by smaller systems in place for side entrances where footfall and traffic levels are low. 

Protect your Premises, Property and Staff 

This may seem obvious, but many people underestimate the potential for theft on their premises. Particularly if they believe their location to be safe. Despite where you are located as a company and if you have or have not been targeted by thieves before, perimeter security systems are paramount in providing protection for your premises, property, and staff. Investing in these systems in the best way to prevent theft, which could be both costly and detrimental to your company’s operations. 

These measures will also ensure your staff and visitors feel safe on site, providing peace of mind. This is particularly important if you have staff on site overnight when your premises are much more likely to be targeted. 

Perimeter Security Systems Can Be Budget Friendly 

When considering security systems most people will assume this is going to take a large chunk out their budget. Think again! Perimeter security systems can be customised to meet both your needs and your budget. Working with manufacturers you can determine the features which are most important to you and keep within your budget. If you need a low-cost solution to perimeter security systems, many will opt for a simple barrier or manual sliding gates. 

Control the Flow of Moving Traffic 

Security_Parameters.jpeg

If you manage a busy site with large amounts of both traffic and footfall, security systems like bollards and barriers are great for controlling this flow of moving traffic. This can become useful in other areas, like public spaces for events, where large gatherings are predicted to take place. Installing bollards or turnstiles can help to prevent dangerous rushes amongst crowds. Working to move people quickly but orderly through access points. 

#BigData #Analytics #frontend #MachineLearning #CyberSecurity #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #Linux #database #DataScience #100DaysofCode #ML #data #streaming #devops #php #css #java #AI #digital #opensource

WHAT HAPPENS WHEN BLOCKCHAIN, IOT, AND AI CONVERGE?

All about Agile, Ansible, DevOps, Docker, EXIN, Git, ICT, Jenkins, Kubernetes, Puppet, Selenium, Python, etc

Blockchain, internet of things (IoT), and artificial intelligence (AI) are driving the digital transformation of the post pandemic era.

The inevitable convergence of blockchain, IoT, and AI can form an impactful combination of security, interconnectivity, and autonomy to revolutionize the way things are done.

Synergy’ is a word that refers to a collaboration of entities that creates an impact much greater than that possible by the individual entities on their own. The convergence of blockchain, IoT, and AI is just that - a combination of technologies that have the potential to redefine the way businesses, industries, and even economies function, way more than they are already doing. A few applications and concepts have already seen an overlap between these technologies, with promising results. An example of this is the combination of AI and blockchain to manage UAV air traffic, making mass autonomous flight safer. This application alone, upon materialization, will redefine quite a number of industries like aviation and logistics. Thus, it’s not hard to imagine the impact that the combination of blockchain, IoT, and AI can have on the world. To understand the implications of the coalition of these technologies, it is first important to understand what they individually bring to the table.

Blockchain, IoT and AI Assessed Individually

Blockchain_IoT_and_AI_Assessed_Individually.png

Blockchain, the foundational technology for the cryptocurrency Bitcoin, enables a large number of computers to collectively perform computational tasks together and store information in a decentralized, immutable, and universally accessible manner. Various organizations, consortia, as well as industries, are considering using blockchain as a platform for consensus to democratize the decision-making processes among partners. 

The internet of things (IoT) provides seamless interconnectivity among different everyday objects armed with sensors, microprocessors, and transducers to create a network that can independently sense and gather data, continually analyze it, and perform programmed tasks when the situation calls for it. 

Artificial intelligence (AI) gives full autonomy of data analysis, decision-making and action to computers or other smart devices. It can replicate and even exceed human computational and cognitive capabilities under certain conditions, businesses are using AI to automate mainly repetitive, routine processes that may require heavy amounts of data processing and quick decision-making based on pure logic.

Combining Blockchain, IoT, and AI

The convergence of blockchain, IoT, and AI can enable organizations to maximize the benefits of each of these technologies while minimizing the risks and limitations associated with them. As IoT networks comprise a myriad of connected devices, there are numerous vulnerabilities in the network, leaving it prone to hacker attacks, fraud, and data theft. To prevent security issues, AI powered by machine learning can proactively defend against malware and hacker attacks. The security of the network and the data can be further enhanced by blockchain, which can limit illicit access and modification of the data on the network. AI can also enhance the functional capability of the IoT network by making it smarter and more autonomous. 



A potential case that demonstrates the convergence of blockchain, IoT, and AI is Fujitsu’s algorithm to measure workers’ heat stress levels. The algorithm constantly monitors workers’ physiological data such as temperature, humidity, activity levels, pulse, etc. using IoT wearables and sensors to track the correlation between different factors with workers’ health. The analysis can help the company improve working conditions for employees, and prevent them from having severe work-induced health issues. The addition of blockchain to this system can help to keep track of more personalized data by ensuring privacy or can help disburse health insurance amounts using smart contracts. Although the expected impact of the convergence of blockchain, IoT, and AI is exciting to think about, existing applications of these technologies are far from perfect. While 61% of companies claim to have adopted AI, their applications are still in the early stages and nowhere near the levels of sophistication required to achieve real transformation.

The same can be said for IoT and blockchain. However, with increased interest, investment, and innovation, the convergence of blockchain, IoT, and AI will eventually be a reality.

#ArtificialIntelligence #technology #innovation #5G 

#Python #coding #BigData #coding #CyberSecurity #Future #devops #java #CloudComputing #django   #100DaysOfCode #bot #TensorFlow #COVID19 #RHOP #ITC

Thursday, 5 November 2020

Memory Life cycle, Heap, Stack and Call Stack in JavaScript

There are topics in JavaScript you as a developer may not know. Knowing about these topics can help you write better code. Memory life cycle, heap, stack and call stack are some of them. In this tutorial, you will learn about these topics and a bit about how JavaScript works.

A quick introduction


JavaScript is a very forgiving programming language. It allows you to do a lot, in many ways. It also does a lot of work for you. Memory management is one of these things. Ask yourself: how many times did you have to think about allocating memory for your variables or functions?

How many times did you have to think about releasing that memory when you no longer needed those variables or functions? Chances are not even once. The same applies to knowing how is heap, stack and call stack work, or what it even is. And yet, you can still work with JavaScript. You can still write code that works every day.

These things are not necessary for you to know. Nor are they required. However, knowing about them and how they work can help you understand how JavaScript works. This, in turn, can help you write better code and become a better JavaScript.

Memory life cycle

Let's start with the easiest part. What is a memory life cycle, what it is about and how it works in JavaScript? Memory life cycle refers to how a programming language works with memory. Regardless of the language, memory life cycle is almost always the same. It is composed of three steps.

The first step is memory allocation. When you assign a variable or create a function or object some amount of memory has to be allocated for it. The second step is memory use. When you work with data in your code, read or write, you are using memory. Reading from variables or changing values is reading from, and write to, memory.

The third step is memory release. When you no longer use some function or object, that memory is can be released. Once it is released it can be used again. This is the memory life cycle in a nutshell. The nice thing on JavaScript is that it makes these three steps for you.

JavaScript allocates memory as you need and want. It makes it easier for you to work with that allocated memory. Lastly, it also does the heaving lifting and cleans up all the mess. It uses garbage collection to continuously check memory and release it when it is no longer in use. The result?

As a JavaScript developer, you don't have to worry about allocating memory to your variables or functions. You also don't have to worry about selecting correct memory address before reading from it. And, you don't have to worry about releasing the memory you used somewhere in the past.

The stack and memory heap

Now you know about the steps of memory life cycle. You know about memory allocation, use and release. One question you may ask is where are those variables, functions and objects actually stored? The answer is: it depends. JavaScript doesn't store all these things at the same place.

What JavaScript does instead is it uses two places. These places are stack and memory heap. Which of these places will be used depends on what you are currently working with.

The stack

The stack is a place that JavaScript uses to store only static data. This includes primitive data types values. For example, numbers, strings, booleans, undefined and null. These static data also include references. These references point to objects and functions you've created.

These data have one thing in common. The size of these data is fixed and JavaScript knows this size at compile time. This also means that JavaScript knows how much memory it should allocate, and allocates that amount. This type of memory allocation is called "static memory allocation". It happens right before the code is executed.

There is one important thing about static data and memory. There is a limit to how large these primitive values can be. This is also true for the stack itself. That too has limits. How high these limits are depends on specific browser and engine.



// Declare and assign some variables
// and assign them primitive data types
// All these variables are stored in stack
const firstName = 'Jill'
const lastName = 'Stuart'
const age = 23
const selfEmployed = true
const dateOfMarriage = null

// The stack after declaring
// and assigning those variables:

// Stack:
// dateOfMarriage = null
// selfEmployed = true
// age = 23
// lastName = 'Stuart'
// firstName = 'Jill'

The memory heap

The second place where JavaScript can store data is memory heap. This storage is more dynamic. When it comes to memory heap, JavaScript doesn't allocate fixed amount of memory. Instead, it allocates memory as needed at the moment. This type of memory allocation is called "dynamic memory allocation".

Which data are stored in memory heap? While the stack is a place where JavaScript stores static data, memory heap is a place where JavaScript stores objects and functions. So, remember, when you create with primitives, you are working with static data. JavaScript stores these static data in the stack.

These data has always fixed allocated memory. When, on the other hand, you create objects or functions JavaScript stores them in memory heap. Allocated memory for these is not fixed. It is allocated dynamically as necessary.



// Declare a variable and assign it an object
const terryP = {
  firstName: 'Terry',
  lastName: 'Pratchett',
  profession: 'author'
}

function introduceTerry() {
  return `Hi, my name is ${terryP.firstName}.`
}

const series = ['Discworld', 'Johnny Maxwell', 'Long Earth']

const isDone = true

// Stack:
// isDone = true
// introduceTerry (reference to function)
// terryP (reference to "terryP" object)
// series (reference to "series" array)


// Memory heap:
//  {
//    firstName: 'Terry',
//    lastName: 'Pratchett',
//    profession: 'author
//  }
//  function introduceTerry() {
//    return `Hi, my name is ${terryP.firstName}.`
// }
//  ['Discworld', 'Johnny Maxwell', 'Long Earth']

// NOTE:
// the "terryP" in stack points
// to the "terryP" object in memory heap
// the "introduceTerry" in stack points
// to introduceTerry() function in memory heap
// the "series" in stack points
// to the "series" array in memory heap
// arrays are objects in JavaScript

Stack, heap and references

When you create a variable and assign it a primitive value, it will be stored in stack. Something different happens when you try the same, but with an object. If you declare a variable and assign it an object, two things will happen. First, JavaScript will allocate memory in stack for that variable.

When it comes to the object itself, JavaScript will store it in the memory heap. That variable that exists in the stack will only point to this object in memory heap. That variable will be a reference to this object. You can think of references as shortcuts, or aliases, for existing things.

These references are not those things themselves. They are only links to those "real" things. You can use those links to access those things they reference (they are linked to) and manipulate with them.



// Declare variable and assign it an object
// The "cat" variable will be stored in stack
// It will hold the reference to the "cat" object
const cat = {
  name: 'Kitty'
  breed: 'Abyssinian'
}

// The "cat" object itself will be stored in memory heap.

// Memory heap:
//  {
//    name: 'Kitty',
//    breed: 'Abyssinian'
//  }

Copying objects and primitives

This is also why creating copies of objects is not actually that simple in JavaScript. Trying to create a copy of an object stored in a variable by referencing it will not create real copy. It will not copy the object itself. It will copy only reference to that object. This is called shallow copy.

When you then change the original object, the copy will change as well. This is because there is still only one object. However, there are two references (aliases or links) to that one object. When you use one of these references to change the object, the other reference still points to the same object, the one you just changed.



// Declare a variable and assign it an object
const bookShelf = {
  read: 'Colour Of Magic',
  reading: 'Night Watch',
  toRead: 'Going Postal'
}

// Create a copy of the "bookShelf"
const newBookShelf = bookShelf

// Update the "bookShelf"
bookShelf.reading = 'Mort'
bookShelf.justFinished = 'Night Watch'

// Log the value of "bookShelf"
console.log(bookShelf)
// Output:
// {
//   read: 'Colour Of Magic',
//   reading: 'Mort',
//   toRead: 'Going Postal',
//   justFinished: 'Night Watch'
// }

// Log the value of "newBookShelf"
// Since "newBookShelf" and "bookShelf"
// points to the same object
// the output will be the same
console.log(newBookShelf)
// Output:
// {
//   read: 'Colour Of Magic',
//   reading: 'Mort',
//   toRead: 'Going Postal',
//   justFinished: 'Night Watch'
// }

This will not happen when you try to copy primitive value. When you try to copy primitive value, and you change the original, the copy will remain unchanged. The reason: there are no references. You are creating real copies and you are working directly with those copies.

// Declare a variable with some primitive value
let book = 'Guards! Guards! (Paperback)'

// Create a copy of the "book"
const bookToRead = book

// Update the value of "book"
book = 'Guards! Guards! (Kindle Edition)'

// Log the value of "book"
// This will log the updated value
console.log(book)
// Output:
// 'Guards! Guards! (Kindle Edition)'

// Log the value of "bookToRead"
// This will log the old value because the "bookToRead"
// is a real copy of "book"
console.log(bookToRead)
// Output:
// 'Guards! Guards! (Paperback)'

Creating a real copy, deep copy, is a bit more complicated. One option, less effective one, is writing that object from again scratch. Another option is using Object.assign(). Another one is using combination of JSON.parse() and JSON.stringify().

// Declare a variable and assign it an object
const bookShelf = {
  read: 'Colour Of Magic',
  reading: 'Night Watch',
  toRead: 'Going Postal'
}

// Create a copy of the "bookShelf"
const newBookShelf = Object.assign({}, bookShelf)

// Update the "bookShelf"
bookShelf.reading = 'Mort'
bookShelf.justFinished = 'Night Watch'

// Log the value of "bookShelf"
console.log(bookShelf)
// Output:
// {
//   read: 'Colour Of Magic',
//   reading: 'Mort',
//   toRead: 'Going Postal',
//   justFinished: 'Night Watch'
// }

// Log the value of "newBookShelf"
// The output will be different this time
// because the "newBookShelf" points
// to a different object than the "bookShelf"
console.log(newBookShelf)
// Output:
// {
//   read: 'Colour Of Magic',
//   reading: 'Night Watch',
//   toRead: 'Going Postal'
// }

The call stack

Chances are that you've already heard about something called "call stack". This is not the same as the stack we previously discussed in this tutorial. As you know, stack is a place JavaScript uses to store variables assigned with primitive values. Call stack is something different.

Call stack is a mechanism JavaScript uses to keep track of functions. When you call a function JavaScript will add that function to the call stack. If this function calls another function, JavaScript will add that function to the call stack as well, above the first function.

This process will repeat with any other function that will be called by the previous function. When one function is finished, JavaScript will remove that function from the call stack. There are two important things. The first thing is that every new function in the stack will be added to the top of the call stack.

The second thing is that the call stack is executed from the top to the bottom. The last function added to the stack will be executed as first. The first function added to the stack will be executed as last. This is also called LIFO principle (Last-In-First-Out). Let's illustrate this in code on one simple example.

function myFuncOne() {
  return 'This is the end.'
}

function myFuncTwo() {
  myFuncOne()

  return 'Knock knock.'
}

// Call stack is still empty here

myFuncTwo()

// Call stack:
// Step 1: myFuncTwo() is invoked
// Step 2: myFuncTwo() added to the call stack
// Step 3: myFuncTwo() calls myFuncOne()
// Step 4: myFuncOne() is added to the call stack
// Step 5: myFuncOne(), is executed
// Step 6: myFuncOne() removed from the stack
// Step 7: JavaScript goes back to myFuncTwo()
// Step 8: any code left inside myFuncTwo() after myFuncOne() call is executed
// Step 9: myFuncTwo() is removed from the stack
// Step 10: call stack is empty

Conclusion: Memory Life cycle, Heap, Stack and Call Stack in JavaScript

Memory life cycle, heap, stack and call stack are topics that are not discussed that often. There is not much material one can use to learn more about them. I hope that this tutorial helped you understand what memory life cycle, heap, stack and call stack are and how they work.

Rank

seo