Tutorial

Node JS Architecture - Single Threaded Event Loop

Published on August 3, 2022
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By Rambabu Posa

Node JS Architecture - Single Threaded Event Loop

Today we will look into Node JS Architecture and Single Threaded Event Loop model. In our previous posts, we have discussed about Node JS Basics, Node JS Components and Node JS installation.

Node JS Architecture

Before starting some Node JS programming examples, it’s important to have an idea about Node JS architecture. We will discuss about “How Node JS works under-the-hood, what type of processing model it is following, How Node JS handles concurrent request with Single-Threaded model” etc. in this post.

Node JS Single Threaded Event Loop Model

As we have already discussed, Node JS applications uses “Single Threaded Event Loop Model” architecture to handle multiple concurrent clients. There are many web application technologies like JSP, Spring MVC, ASP.NET, HTML, Ajax, jQuery etc. But all these technologies follow “Multi-Threaded Request-Response” architecture to handle multiple concurrent clients. We are already familiar with “Multi-Threaded Request-Response” architecture because it’s used by most of the web application frameworks. But why Node JS Platform has chosen different architecture to develop web applications. What is the major differences between multithreaded and single threaded event loop architecture. Any web developer can learn Node JS and develop applications very easily. However without understanding Node JS Internals, we cannot design and develop Node JS Applications very well. So before starting developing Node JS Applications, first we will learn Node JS Platform internals.

Node JS Platform

Node JS Platform uses “Single Threaded Event Loop” architecture to handle multiple concurrent clients. Then how it really handles concurrent client requests without using multiple threads. What is Event Loop model? We will discuss these concepts one by one. Before discussing “Single Threaded Event Loop” architecture, first we will go through famous “Multi-Threaded Request-Response” architecture.

Traditional Web Application Processing Model

Any Web Application developed without Node JS, typically follows “Multi-Threaded Request-Response” model. Simply we can call this model as Request/Response Model. Client sends request to the server, then server do some processing based on clients request, prepare response and send it back to the client. This model uses HTTP protocol. As HTTP is a Stateless Protocol, this Request/Response model is also Stateless Model. So we can call this as Request/Response Stateless Model. However, this model uses Multiple Threads to handle concurrent client requests. Before discussing this model internals, first go through the diagram below. Request/Response Model Processing Steps:

  • Clients Send request to Web Server.
  • Web Server internally maintains a Limited Thread pool to provide services to the Client Requests.
  • Web Server is in infinite Loop and waiting for Client Incoming Requests
  • Web Server receives those requests.
    • Web Server pickup one Client Request
    • Pickup one Thread from Thread pool
    • Assign this Thread to Client Request
    • This Thread will take care of reading Client request, processing Client request, performing any Blocking IO Operations (if required) and preparing Response
    • This Thread sends prepared response back to the Web Server
    • Web Server in-turn sends this response to the respective Client.

Server waits in Infinite loop and performs all sub-steps as mentioned above for all n clients. That means this model creates one Thread per Client request. If more clients requests require Blocking IO Operations, then almost all threads are busy in preparing their responses. Then remaining clients Requests should wait for longer time. Request Response Model, Multithreaded request response architecture Diagram Description:

  • Here “n” number of Clients Send request to Web Server. Let us assume they are accessing our Web Application concurrently.

  • Let us assume, our Clients are Client-1, Client-2… and Client-n.

  • Web Server internally maintains a Limited Thread pool. Let us assume “m” number of Threads in Thread pool.

  • Web Server receives those requests one by one.

    • Web Server pickup Client-1 Request-1, Pickup one Thread T-1 from Thread pool and assign this request to Thread T-1

      • Thread T-1 reads Client-1 Request-1 and process it
      • Client-1 Request-1 does not require any Blocking IO Operations
      • Thread T-1 does necessary steps and prepares Response-1 and send it back to the Server
      • Web Server in-turn send this Response-1 to the Client-1
    • Web Server pickup another Client-2 Request-2, Pickup one Thread T-2 from Thread pool and assign this request to Thread T-2

      • Thread T-2 reads Client-1 Request-2 and process it
      • Client-1 Request-2 does not require any Blocking IO Operations
      • Thread T-2 does necessary steps and prepares Response-2 and send it back to the Server
      • Web Server in-turn send this Response-2 to the Client-2
    • Web Server pickup another Client-n Request-n, Pickup one Thread T-n from Thread pool and assign this request to Thread T-n

      • Thread T-n reads Client-n Request-n and process it
      • Client-n Request-n require heavy Blocking IO and computation Operations
      • Thread T-n takes more time to interact with external systems, does necessary steps and prepares Response-n and send it back to the Server
      • Web Server in-turn send this Response-n to the Client-nIf “n” is greater than “m” (Most of the times, its true), then server assigns Threads to Client Requests up to available Threads. After all m Threads are utilized, then remaining Client’s Request should wait in the Queue until some of the busy Threads finish their Request-Processing Job and free to pick up next Request. If those threads are busy with Blocking IO Tasks (For example, interacting with Database, file system, JMS Queue, external services etc.) for longer time, then remaining clients should wait longer time.
  • Once Threads are free in Thread Pool and available for next tasks, Server pickup those threads and assign them to remaining Client Requests.

  • Each Thread utilizes many resources like memory etc. So before going those Threads from busy state to waiting state, they should release all acquired resources.

Drawbacks of Request/Response Stateless Model:

  • Handling more and more concurrent client’s request is bit tough.
  • When Concurrent client requests increases, then it should use more and more threads, finally they eat up more memory.
  • Sometimes, Client’s Request should wait for available threads to process their requests.
  • Wastes time in processing Blocking IO Tasks.

Node JS Architecture - Single Threaded Event Loop

Node JS Platform does not follow Request/Response Multi-Threaded Stateless Model. It follows Single Threaded with Event Loop Model. Node JS Processing model mainly based on Javascript Event based model with Javascript callback mechanism. You should have some good knowledge about how Javascript events and callback mechanism works. If you don’t know, Please go through those posts or tutorials first and get some idea before moving to the next step in this post. As Node JS follows this architecture, it can handle more and more concurrent client requests very easily. Before discussing this model internals, first go through the diagram below. I tried to design this diagram to explain each and every point of Node JS Internals. The main heart of Node JS Processing model is “Event Loop”. If we understand this, then it is very easy to understand the Node JS Internals. Single Threaded Event Loop Model Processing Steps:

  • Clients Send request to Web Server.
  • Node JS Web Server internally maintains a Limited Thread pool to provide services to the Client Requests.
  • Node JS Web Server receives those requests and places them into a Queue. It is known as “Event Queue”.
  • Node JS Web Server internally has a Component, known as “Event Loop”. Why it got this name is that it uses indefinite loop to receive requests and process them. (See some Java Pseudo code to understand this below).
  • Event Loop uses Single Thread only. It is main heart of Node JS Platform Processing Model.
  • Even Loop checks any Client Request is placed in Event Queue. If no, then wait for incoming requests for indefinitely.
  • If yes, then pick up one Client Request from Event Queue
    • Starts process that Client Request
    • If that Client Request Does Not requires any Blocking IO Operations, then process everything, prepare response and send it back to client.
    • If that Client Request requires some Blocking IO Operations like interacting with Database, File System, External Services then it will follow different approach
      • Checks Threads availability from Internal Thread Pool
      • Picks up one Thread and assign this Client Request to that thread.
      • That Thread is responsible for taking that request, process it, perform Blocking IO operations, prepare response and send it back to the Event Loop
      • Event Loop in turn, sends that Response to the respective Client.

NodeJS-Single-Thread-Event-Model Diagram Description:

  • Here “n” number of Clients Send request to Web Server. Let us assume they are accessing our Web Application concurrently.
  • Let us assume, our Clients are Client-1, Client-2… and Client-n.
  • Web Server internally maintains a Limited Thread pool. Let us assume “m” number of Threads in Thread pool.
  • Node JS Web Server receives Client-1, Client-2… and Client-n Requests and places them in the Event Queue.
  • Node JS Even Loop Picks up those requests one by one.
    • Even Loop pickups Client-1 Request-1
      • Checks whether Client-1 Request-1 does require any Blocking IO Operations or takes more time for complex computation tasks.
      • As this request is simple computation and Non-Blocking IO task, it does not require separate Thread to process it.
      • Event Loop process all steps provided in that Client-1 Request-1 Operation (Here Operations means Java Script’s functions) and prepares Response-1
      • Event Loop sends Response-1 to Client-1
    • Even Loop pickups Client-2 Request-2
      • Checks whether Client-2 Request-2does require any Blocking IO Operations or takes more time for complex computation tasks.
      • As this request is simple computation and Non-Blocking IO task, it does not require separate Thread to process it.
      • Event Loop process all steps provided in that Client-2 Request-2 Operation and prepares Response-2
      • Event Loop sends Response-2 to Client-2
    • Even Loop pickups Client-n Request-n
      • Checks whether Client-n Request-n does require any Blocking IO Operations or takes more time for complex computation tasks.
      • As this request is very complex computation or Blocking IO task, Even Loop does not process this request.
      • Event Loop picks up Thread T-1 from Internal Thread pool and assigns this Client-n Request-n to Thread T-1
      • Thread T-1 reads and process Request-n, perform necessary Blocking IO or Computation task, and finally prepares Response-n
      • Thread T-1 sends this Response-n to Event Loop
      • Event Loop in turn, sends this Response-n to Client-n

Here Client Request is a call to one or more Java Script Functions. Java Script Functions may call other functions or may utilize its Callback functions nature. So Each Client Request looks like as shown below: Node JS Architecture, Single Threaded Event Loop For Example:

function1(function2,callback1);
function2(function3,callback2);
function3(input-params);

NOTE: -

  • If you don’t understand how these functions are executed, then I feel you are not familiar with Java Script Functions and Callback mechanism.
  • We should have some idea about Java Script functions and Callback mechanisms. Please go through some online tutorial before starting our Node JS Application development.

Node JS Architecture - Single Threaded Event Loop Advantages

  1. Handling more and more concurrent client’s request is very easy.
  2. Even though our Node JS Application receives more and more Concurrent client requests, there is no need of creating more and more threads, because of Event loop.
  3. Node JS application uses less Threads so that it can utilize only less resources or memory

Event Loop Pseudo Code

As I’m a Java Developer, I will try to explain “How Event Loop works” in Java terminology. It is not in pure Java code, I guess everyone can understand this. If you face any issues in understanding this, please drop me a comment.

public class EventLoop {
while(true){
        	if(Event Queue receives a JavaScript Function Call){
        		ClientRequest request = EventQueue.getClientRequest();
                            If(request requires BlokingIO or takes more computation time)
                                    Assign request to Thread T1
                            Else
                                  Process and Prepare response
                  }
            }
} 

That’s all for Node JS Architecture and Node JS single threaded event loop.

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JournalDev
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May 28, 2015

Great article!! I am a full stack developer(fresher) and I did not know this node architecture before. I got rejected in an important interview because I didn’t know this. Now I understand everything. Thank you for your awesome job Pankaj :)

- Balavignesh

    JournalDev
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    June 19, 2015

    Nice article… It is clearly explained… Comparison with Muti-threaded model helped me to understand node.js very well… Thank your very much…

    - Kittu

      JournalDev
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      June 19, 2015

      Great article, thanks!

      - Johnny

        JournalDev
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        July 22, 2015

        Great article, thanks , for sharing your knowledge.

        - Avishek Biswas

          JournalDev
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          August 18, 2015

          Thank you for this article and this explanation of how node works, but still i’m some how confused abut this, let’s say that our web server do this operation (none IO operation), for example (loop statement that needs 3 seconds to finish or complex validation on data(MVC model)) what will happened if i have let’s say 1000 concurrent requests? does the first request will block the remaining requests until it’s finished. and how node determain that this operation(none IO operation) is complex or not? thanks, and i hope if we can chat using Skype to discuss it.

          - Abdallah Al-Barmawi

          JournalDev
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          September 11, 2015

          Good question. Did you find a response to this? If yes please share. Thanks,S

          - Sushant

            JournalDev
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            September 23, 2015

            Hi, I will update this post soon by answering your questions.

            - Rambabu Posa

              JournalDev
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              April 2, 2016

              Yes, the remaining requests will have to wait till the first request is finished. The way in which the calls are implemented is what decides if it is going to be executed on the main thread or not. You yourself can implement a module that maps internally to non-blocking OS calls and then listen for its completion. Then you would have to queue the corresponding callback in the queue for the event loop to handle.

              - Jimmy George Thomas

                JournalDev
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                August 28, 2015

                Its an indeed a great article, But I would like to know - 1.the answer of above comment by Abdallah Al-Barmawi 2.Can you explain how does clusters work with respect to above explain single threaded model of nodejs. https://nodejs.org/api/cluster.html.

                - Bron1010

                JournalDev
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                September 23, 2015

                Hi, I will update this post soon by answering your questions

                - Rambabu Posa

                  JournalDev
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                  September 25, 2015

                  Nice Article, thanks , for sharing your knowledge we us. i need more knowledge of how to build application using node js in PHP or any language … pls help

                  - vivek

                    JournalDev
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                    September 25, 2015

                    Nice Article,but i need more knowledge of how to build application using node js in PHP or any language … pls help

                    - vivek

                      JournalDev
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                      December 23, 2015

                      Good article. Thanks for sharing this. It will be nice if you add ode related to how threads (blocking IO) responds back to event queue in your pseudo code

                      - Raju

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                        January 23, 2016

                        Very Helpfull :-).

                        - Vinod Kumar Marupu

                          JournalDev
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                          February 13, 2016

                          I am still very confusing on NodeJs event loop as different articles seem to explain things differently. The confusion is when the thread that serves the request finishes processing the request, does it send the response back to the Event loop or to the Event queue instead? If we take a look at the JS event loop, it seems to indeed send the callback to the Task queue and Event loop then picks up the task (callback) from the Task queue.

                          - Tat Sean

                          JournalDev
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                          April 2, 2016

                          Yes, you are correct. The thread queues the callback in the task queue from which the event loop picks it up and proceeds.

                          - Jimmy George Thomas

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                            February 19, 2016

                            Very helpful article. But I have one doubt. Let suppose we have n concurrent requests coming to our web server. m out of n is non blocking so event loop will process them smoothly. But n-m requests are blocking. And as mentioned it will also maintain a thread pool. Let suppose thread pool contains T threads. Suppose T=n-m Now a new request is coming to web server and it is blocking request. So in this scenario how event loop will be non blocking? Wouldn’t new request have to wait till one of threads to be free? Is this rare case?

                            - Jai

                            JournalDev
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                            April 2, 2016

                            Yes, the new request would have to wait till a thread becomes available.

                            - Jimmy George Thomas

                            JournalDev
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                            September 23, 2018

                            Is it a rare case ? Because Node.js then feels like a multi-thread environement with a layer of the event loop mechanism built ontop.

                            - Ayo Alfonso

                              JournalDev
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                              February 20, 2016

                              Thanks a lot. The pictorial depiction does explain things clearly.

                              - Paddy

                                JournalDev
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                                February 23, 2016

                                Thanks you very helpful

                                - HooRang

                                  JournalDev
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                                  March 16, 2016

                                  Thank you! I am very new to Node and did not understand the logic behind a single thread…thanks again!

                                  - Crystal A.

                                    JournalDev
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                                    April 4, 2016

                                    thanks for all your node.js articles, really has helped me get started. one question i have is how does event loop find if the request is blocking or non-blocking, and send it to thread accordingly?

                                    - rachna

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                                      April 8, 2016

                                      Hi Rambabu, The post is very well explained. I have one question on the thread pool of the webserver itself not the NodeJS internal threadpool that kicks in when the type of the operation is blocking. “Node JS Web Server internally maintains a Limited Thread pool to provide services to the Client Requests.” Can you please let me know where to change the thread pool setting of the webserver? What’s the default pool size? Because I think this is so crucial in handling multiple concurrent client requests and placing them on the Event Queue. I tried looking up I cannot find anything on the threadpool of the webserver and how to change and tune them? Please throw some light on this if you can.

                                      - Rakesh

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                                        April 24, 2016

                                        The article is very helpful and thank you for sharing this. I have a doubt, when multiple requests come which all need Blocking IO task the server uses multiple threads right? then how we can say Node is single threaded?

                                        - Vineesh

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                                          May 1, 2016

                                          if node js has internally m threads and if i get n blocking io requests what will happen when n>m?

                                          - Jithendranath Gupta Y

                                          JournalDev
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                                          June 29, 2016

                                          I have the same question…

                                          - abby

                                            JournalDev
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                                            May 21, 2016

                                            As far as event loop is concerned it is explained well… But … connection of thread performing blocking i/o to libuv calling the callback once event received is not explained which is the heart of node.js

                                            - Lalit Kumar

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                                            September 27, 2018

                                            yes

                                            - ashutosh.ningot

                                              JournalDev
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                                              June 29, 2016

                                              it seems the only difference between “Traditional Web Application Processing Model” and node.js is that node.js can determine whether a request is blocking or not. - they both have a thread pool - they both handle blocking IO by picking up a idle thread - they both have a manager thread what different is: node.js has a event queue. am I right?

                                              - abby

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                                              June 29, 2016

                                              Yes right. If you are familiar with Non-Blocking/Asynchronous servers like JBoss Netty server or languages like Scala/Akka/Play, you can understand it well. Please refer them to get in-depth knowledge.

                                              - Rambabu Posa

                                                JournalDev
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                                                October 15, 2021

                                                Although this article is great, a good question. What’s the actual difference between traditional servers and. Node.js servers

                                                - Atolagbe Elisha

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                                                  July 15, 2016

                                                  this article let me with some questions like what will happen if Node.Js connection pool is totally consumed and How does node know that the request is going to take some time so assign it a thread?

                                                  - vikas bansal

                                                  JournalDev
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                                                  January 22, 2017

                                                  Node never knows about request time. This is asynchronous process of NodeJs is totally done by the developers with the help of callbacks and event emitters only, Note: This article have given a high level view of the NodeJS architecture. To understand it clearly, one have to go through the basic concept of call backs and events.

                                                  - Bidisha

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                                                    July 20, 2016

                                                    Here we are calling separate threads as a event queue . I don’t understand, event queue will consume memory as well then how it take less memory in comparison to threads.

                                                    - abhishek

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                                                    March 28, 2017

                                                    In a single thread (event loop) will consume memory needed to handle a one request at time. In multithreaded system it will need the memory that is a sum of the memory required for each request running parallelly in separate threads.

                                                    - Dariusz

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                                                      August 11, 2016

                                                      This article brings where NodeJS surpasses other web-servers. It’s basically the IO intensive operations where NodeJS benefits. https://dzone.com/articles/quick-introduction-how-nodejs While when it comes to data crunching etc., NodeJS is not the best solution out there.

                                                      - Bhanu K

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                                                        August 13, 2016

                                                        Nice reading… to know internals of Node JS. Concept of Cloud computing Architecture is not mentioned and why NodeJS is better in cloud based apps. most of questions about n > m will be answered with cloud.

                                                        - Texas Racher

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                                                        April 17, 2020

                                                        I do have this question in my mind. I hope u know the answer now. Could you please explain me?

                                                        - Saranya

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                                                          September 26, 2016

                                                          Great article!!! In very simple language very clean and point to point description. I have one question as in normal web server also the thread pool(M) and if request number N > M then request(Client ) need to wait but in Node.js also there is a internal thread pool and event loop pick thread form thread pool if IO blocking is required. If Node.js also using thread from internal thread pool then it is possible that the thread count is less than the number of incoming request.

                                                          - Nikhil

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                                                            November 21, 2016

                                                            nice article but i will be awesome if we find all the above andwers

                                                            - Rishabh

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                                                              January 31, 2017

                                                              How does node.js know that the function requires IO operations?

                                                              - Sam

                                                                JournalDev
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                                                                February 17, 2017

                                                                Awesome explanation !! Thanks a ton for writing this one.

                                                                - Juhi

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                                                                  February 21, 2017

                                                                  I am understanding the event loop concepts, thanks

                                                                  - Arularasan

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                                                                    March 1, 2017

                                                                    Awesome explanation !! thanks

                                                                    - micky

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                                                                      March 21, 2017

                                                                      great article …i understood very well

                                                                      - Umesh

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                                                                        April 25, 2017

                                                                        Awesome explanation :) thank you so much.

                                                                        - Nilesh Patil

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                                                                          April 26, 2017

                                                                          Great article very good explanation :) thank you so much.

                                                                          - Jitendra kumar rajput

                                                                            JournalDev
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                                                                            May 11, 2017

                                                                            Nicely Explained

                                                                            - Anantha Rambabu Gunakala

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                                                                              May 17, 2017

                                                                              Hi I’m MEAN stack Developer, this article helps to me a lot and I was get stuck this kind of problem. and read about many articles ,tutorials and watch many videos. But this tutorial remove all doubts. Thanks ! But I have got confused in some point(Single thread in nodeJS) when client make a request to server then this server enters into event queue then event loop start execution on this and check this request will take blocking or non blocking it means take more time or not. If it takes then thread come to picture and this request assigned with a thread.And Now this thread start task on this request. But I want to discuss here, Request come into first event loop or thread. On the other hand this request first handled by thread and then event loop. Please help me Email Id - rahulsaini202@gmail.com

                                                                              - Rahul Kumar Saini

                                                                                JournalDev
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                                                                                June 30, 2017

                                                                                Just simply explained. Great article :)

                                                                                - Rajesh S

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                                                                                  July 26, 2017

                                                                                  It is easily can understand by any person . It is very useful for me . Thank you for your post.

                                                                                  - Harsha Vardhan

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                                                                                    August 29, 2017

                                                                                    Great Job! Just a minor suggestion; please include some nodeJS codes and explain there execution. It would help some people who are a little bit familiar with node. Thanks.

                                                                                    - qwdqd

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                                                                                      September 1, 2017

                                                                                      This is the absolutely the best answer I’ve found! Congrats Rambabu, great job man. You’ve literally improved my day :D

                                                                                      - Rafael

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