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design – Which streaming technology is selected for discrete signal processing?

I will start with an example of the problem. We have 4 different data sources that generate 3 discrete signals input_1. INPUT_2 and INPUT_3and an analog signal INPUT_4,

Enter image description here

I'm looking for the best technology to transform these signals into new ones in a flexible and easy way (for end users). In the picture are new signals OUT_1 and OUT_2, Pseudocode for you:

out_1 = input_1 && input_2 &&! INPUT_3;
out_2 = out_1 && input_4> 20;

The number of signals can be very large. Data sources and sinks can be distributed. You can think of this as a distributed IoT system in which we should program a logic such as "If TV and lamp are working and the temperature is above 20, turn on the air conditioning". Each signal can come every second / minute / millisecond.

The technologies I'm looking at right now:

  • Kafka as a broker
  • RabbitMQ as a broker
  • spark
  • Spark streaming
  • nimbly
  • Storm
  • Kafka streaming
  • Akka
  • Akka streaming
  • Reactive currents
  • maybe more

I am new to the field and it is difficult to understand this whole zoo right away and choose the right tool.

I already have some sort of self-made solution to this problem, which is about actor models (like Akka, but not Akka) about RabbitMQ. But it's not as scalable as I want. I can probably develop a solution based on one of these technologies, but some of these solutions are just tapes.

There may be additional requirements for the system, such as: B. recalculation of data for a new signal / signal update, late arrival of data, temporary loss of data for some signals, etc.

Ask:

  • Do the timeline data match Kafka Broker? Will a producer not send his own events immediately, but rather late? As if an internet connection is missing and it internally buffers and then sends.
  • Are there any performance / syntax / reliability benefits between Spark Streaming, Flink or Akka Streaming?
  • Can I use the streaming framework (Flink, Spark Streaming) to recalculate old data? With actor models?
  • If I wanted to find out how many peaks there were for a given time period, is it easy to implement with Spark or Nimble?
  • Like my pseudo code for OUT_1 and OUT_2 Maybe it looks like Spark / Flink / Storm? This framework contains examples that use only a single stream as input. But in my situation, there may be an infinite number of inputs and probably only one output.

php – Understand technology behind the site

For some time now, I've been trying to figure out what technology is behind a website I found (I like Calendar a lot, that's how my research started) – https://lockme.pl/en/warszawa/escape-project / Cursed Island /

Based on builtwith.com information, PHP is used as the backend and simple JS. I see no reaction, no angle, nothing. And yet, I have the strong feeling that this was not all written from scratch and that a library must have been used. I can see Ajax, but that's it. I've also tried using browser plugins to detect Angular and React, but no luck.

Is there a way to find out?

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Which programming languages ​​should be studied for a good job in information technology or computer science?

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Sell ​​- TechBlogUp – Technology That Counts

Why are you selling this page?
I have to sell this website because I do not have time for it.

How is it monetized?
I used Adsense.

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SEMrush

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I do not have time for this site, so I decided to sell it.
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Many Thanks.

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