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Topic: [ANN] Decentralized Machine Learning - page 61. (Read 6229 times)

member
Activity: 196
Merit: 10
March 31, 2018, 08:43:38 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
Now this area is engaged in absolutely everything, including large companies such as Google and Apple. Do you think this project can bring something new to this area? I think not.
Why do you think so? Yes, large companies are engaged in this area, but nevertheless no one has implemented this technology in the field of blockchain. This is the first project I see with the implementation of this. In fact, to provide encouragement to users for network training is a great idea that really will work.
Do you really think that this will work?
Yes of course. This is to make this network mass and effective. It is due to the reward. If large companies have to spend a lot of money on data centers and create it all on their own, then modern decentralized technologies allow it to be realized in this way at a lower cost.
Well, in principle, it makes sense, if the system is really scalable and its power can constantly grow and increase
member
Activity: 196
Merit: 10
March 31, 2018, 08:43:22 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
Now this area is engaged in absolutely everything, including large companies such as Google and Apple. Do you think this project can bring something new to this area? I think not.
Why do you think so? Yes, large companies are engaged in this area, but nevertheless no one has implemented this technology in the field of blockchain. This is the first project I see with the implementation of this. In fact, to provide encouragement to users for network training is a great idea that really will work.
Do you really think that this will work?
Yes of course. This is to make this network mass and effective. It is due to the reward. If large companies have to spend a lot of money on data centers and create it all on their own, then modern decentralized technologies allow it to be realized in this way at a lower cost.
member
Activity: 196
Merit: 10
March 31, 2018, 08:43:05 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
Now this area is engaged in absolutely everything, including large companies such as Google and Apple. Do you think this project can bring something new to this area? I think not.
Why do you think so? Yes, large companies are engaged in this area, but nevertheless no one has implemented this technology in the field of blockchain. This is the first project I see with the implementation of this. In fact, to provide encouragement to users for network training is a great idea that really will work.
Do you really think that this will work?
member
Activity: 196
Merit: 10
March 31, 2018, 08:42:49 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
Now this area is engaged in absolutely everything, including large companies such as Google and Apple. Do you think this project can bring something new to this area? I think not.
Why do you think so? Yes, large companies are engaged in this area, but nevertheless no one has implemented this technology in the field of blockchain. This is the first project I see with the implementation of this. In fact, to provide encouragement to users for network training is a great idea that really will work.
member
Activity: 196
Merit: 10
March 31, 2018, 08:42:34 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
Now this area is engaged in absolutely everything, including large companies such as Google and Apple. Do you think this project can bring something new to this area? I think not.
member
Activity: 196
Merit: 10
March 31, 2018, 08:41:58 AM
Wow decentralized machine learning. It sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force, it's great that the developers of this product understand this and are promoting their developments in this area.
newbie
Activity: 196
Merit: 0
March 31, 2018, 07:22:50 AM
Decentralized machine learning, it sounds very impressive. Now this area is really in demand and popular. I understand in the future this technology will develop with more force.
member
Activity: 210
Merit: 10
March 31, 2018, 05:42:59 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
It will not work this way, at least it's complicated. To store data, files will be used, and files will be easier to process in the file system (logical)
yes, I agree, it will be better and more logical. If processing would be by class, then new methods would be needed and constantly available code and a compiler
That's why the idea of keeping a cache in a compressed form is not so bad. That is, when processing the program makes a scan of the contents for reading, but in general - it's fast and convenient
full member
Activity: 574
Merit: 100
March 31, 2018, 05:41:53 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
It will not work this way, at least it's complicated. To store data, files will be used, and files will be easier to process in the file system (logical)
yes, I agree, it will be better and more logical. If processing would be by class, then new methods would be needed and constantly available code and a compiler
full member
Activity: 378
Merit: 100
March 31, 2018, 05:40:57 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
It will not work this way, at least it's complicated. To store data, files will be used, and files will be easier to process in the file system (logical)
What algorithm do you propose to use? normal selection within a text document? or the document will represent something more, for example, XML?
full member
Activity: 308
Merit: 100
March 31, 2018, 05:39:42 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
It will not work this way, at least it's complicated. To store data, files will be used, and files will be easier to process in the file system (logical)
You mean that the files in this case it is better to go through a separate algorithm? And what if the program now works in this way?
member
Activity: 210
Merit: 10
March 31, 2018, 05:38:58 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
It will not work this way, at least it's complicated. To store data, files will be used, and files will be easier to process in the file system (logical)
full member
Activity: 574
Merit: 100
March 31, 2018, 05:37:59 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
Not quite like tables, rather like entities or classes. That is, to call an instance of a class, you need to refer to the parent class. For example, if the sample goes by brand, then you need to select a class of clothing and then the class is the heir - the brand
full member
Activity: 378
Merit: 100
March 31, 2018, 05:36:20 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
It's very clever, respect to you.
I think that now the development team thinks it is necessary to optimize the program code most of all, but I would also change the algorithm
We can not yet say for sure which algorithm the developers used. Perhaps, the algorithm is easy and does not take much time to process
full member
Activity: 308
Merit: 100
March 31, 2018, 05:35:31 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
It's very clever, respect to you.
I think that now the development team thinks it is necessary to optimize the program code most of all, but I would also change the algorithm
member
Activity: 210
Merit: 10
March 31, 2018, 05:34:44 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
Hmm. And this is a very interesting approach. You can even put auto-update, say, every few days. And the application will sort the data into specific groups, and on request the device will work as a separate table in the database
full member
Activity: 574
Merit: 100
March 31, 2018, 05:32:38 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
I think it would be easier to process all the data on the device (to spend the time let's say when the phone is idle on charging), save statistics to the device's cache and use it on request
full member
Activity: 378
Merit: 100
March 31, 2018, 05:31:43 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
There are special servers that implement the mechanism for processing personal data, as well as store them in secure access. Usually such a system is used
full member
Activity: 308
Merit: 100
March 31, 2018, 05:30:49 AM
In this case, the system will become centralized. Who will benefit from this? Moreover, if you buy a server with a huge database of personal images, then you need to take into account the law on personal data ..
member
Activity: 210
Merit: 10
March 31, 2018, 05:29:31 AM
I consider this project to be a real breakthrough in the field of machine learning. I've seen several projects where developers have implemented machine learning, but the DML stands apart.
This is really a very interesting project. Speaking about machine learning, I remember the neural network and the database that this network processes and services. How the decentralized system will work - I do not understand
Very simply: imagine that each individual device is a table in the database, and the Internet is the environment in which the links between the tables will be organized
I'm not entirely sure that this is a qualitative example, to be honest)
tables differ with their own unique keys and fields, and here each device, among other things, independently processes the information and sends a download to the requested device
Do you think that the system will work so that every device that will be connected to the network will process the information on its own, and then send the data to the central server?
You can see an example of how the algorithm works on the project site. There is a video, which shows the demo mode of the platform. It is statistical unloading from the processed photos that is sent to the customer's device
But I believe that these data should be stored somewhere in a single place to avoid constant processing on the device users. Can you imagine how many times the same pictures will be viewed by the system?
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