task-merging | paper task merging and scheduling for parallel deep
kandi X-RAY | task-merging Summary
kandi X-RAY | task-merging Summary
IOT is the platform part of mobile device, edge is the platfrom part of edge device, cloud is the platform part of remote cloud.
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Top functions reviewed by kandi - BETA
- Control resnet 50
- Returns offloading policy
- Get offloading result
- Calculates the maximum reward time
- Send a task
- Return the object as a string
- Send netinfo request
- Continuous learning loop
- Write offloading_all_tload_all
- Convert an image to training dataset
- Return the final result
- Calculates the energy cost for a given policy
- Write application info
- Load weights from vgg model
- Convert to JSON
- Plot the keras model
- Load weight of vgg16 model
- Send the final result to an object device
- Get the VGG19 model
- Send request to get application info
- Create application
- Get one step
- Generate a list of CloudEdge instances for the given cloud edge
- Get VGG16 model
- Runs a control - vgg16 algorithm
- Controling VGG16
- Convert to string
task-merging Key Features
task-merging Examples and Code Snippets
Community Discussions
Trending Discussions on Edge Computing
QUESTION
I was given a task to implement an input validator with the Skooma library https://github.com/bobfp/skooma#validators
The general concept is pretty clear, but for some inputs I have a list of "legal" words, and I have zero clue on how to implement the validation for this case. Hence why I came here, I wanted to ask if you know any examples / projects that used this library? I googled but didn't find anything. Of if you have any other tipps just let me know! 🙂 This is the example:
my schema:
...ANSWER
Answered 2022-Jan-31 at 00:05You need a custom validator function, here's an example:
QUESTION
I am working on edge computing for IoT applications and expected to create a system that acts as a near edge computer with the use of a raspberry pi hooked up to a dht11 sensor. How do I send this data over to a computer that is at the edge? Ideally I want to use my PC as this device but I have no clue how to send this data over in real time.
So far I have created the circuit and can view the temperature and humidity readings on the raspberry pi in python. Unsure of what the next steps are - I don't want to send this data over to the cloud just yet.
Side note: I believe i may be missing knowledge regarding this but is the raspberry pi an edge device because it is hooked up to the sensor directly?
Any help is greatly appreciated.
...ANSWER
Answered 2021-Jan-22 at 10:01You need to think this through a bit more. What will you do with the temperature and humidity data that you receive?
For example, if you're just experimenting and want to just see the readings in a console on your PC, you can use netcat to send the console output of your Python program from the RPi to PC. No SW development needed, they just have to be in the same network. Not particularly useful for anything else, either.
Otherwise you need to set up some client-server solution between the RPi and your PC. There's a ton of possible solutions, all depending on what you plan to do with the data. You can use MQTT, HTTP, a straight database connection (MySQL, PostgreSQL), etc. You have to supply both sides of the connection. The Python code on client side which connects and sends data; and the server side thing that accepts the samples and stores them somewhere. Plus all the networking, authentication etc.
Or you can just download the Python client libraries for your favourite cloud solution and set that up according to a tutorial. TBH, this sounds a lot less work to me.
QUESTION
I don't have a lot of knowledge computing the complexity. Can you help estimate the complexity of the following pseudo-codes?
Algorithm 1:
...ANSWER
Answered 2020-Jun-21 at 11:50The algorithm1 will first perform simple multiplication and addition on vectors. Assuming that it loops from start to end on each vector and performs some calculations, the number of iterations made would be
3*N
which would be consideredO(N)
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install task-merging
You can use task-merging like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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