apply machine learning on block chain

Project Title

apply machine learning on block chain

Project Area of Specialization Artificial IntelligenceProject Summary

This is Sami, bachelor student of University of Karachi Department of Computer Science, I’m aspire to work in a problem that GPUs has, GPUs lose their efficiency after 8 blocks and their speed not much faster as before and even it becomes 64 times slower than CPU if only one block is used so I either want to make GPU block independent so that only one block will give performance greater than CPU or increase blocks' efficiency, I'll apply block chain on two different datasets, and want to trend block chain by machine learning Supervised algorithm that how can this two datasets not dependent on each other and if they are dependent so how can I manage that any dependent data not become part of another dataset,  I want to increase the CPU’s bus width to achieve maximum speed because the GPU installed laptop is not much faster as cloud server online GPUs & I want to apply unsupervised learning algorithm of machine learning for Fibonacci Series because GPU fail to perform Fibonacci series as faster as matrix multiplication they did, I’m working under the supervision of SIR S.M.Khalid Jamal, I’ll be grateful if you provide me resources for my final year project.

Project Objectives

Make GPU efficient after 8 blocks and even only one block is used and make GPU efficient even CPU's bus width not match with GPU's bus width or CPU's bus width is very less.

Project Implementation Method

I'll implement the project by doing some CUDA programming, Fuzzy logic could be used because of working in between the values of 0 and 1 and Reinforcement learning may be used.

Benefits of the Project

The core benefit of this project is efficiency, GPU is faster than CPU but it's speed depend on the number of blocks and CPU bus width so by working in this two fields efficiency could be increased.

Technical Details of Final Deliverable

The final deliverable will be the software system which is made by using CUDA programming Insha Allah

Final Deliverable of the Project Software SystemType of Industry IT Technologies Artificial Intelligence(AI), BlockchainSustainable Development Goals Industry, Innovation and InfrastructureRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	70000
Risc Miner	Equipment	1	70000	70000