University Project - Reconfigurable Computing
In 17 of October 2018 bitcoin registered an all time record of
60 000 000 trillions of hashes per second.
Source: blockchain.com
In the Reconfigurable Computing course, my co-worker Tiago Ramalho and I were challenged to develop a project where we could explore the advantages of using co-processors integrated with Microblaze processor. We had already heard about Bitcoin and it's proof of work algorithm based on sha-256 computations. And we had also heard about the use of devices like FPGAs, GPUs, ASICs etc. that are used to take advantage of the parallelization properties of sha-256. After some search, we figured that this would be our project.
The main objective of this project is to develop a fast way of computing sha-256 hashes. Single cored software solutions depend on at least 64 clock cycles to perform a full sha-256 hash computation. While this may be a good approach when dealing with common computers, one can argue that a better solution would involve having one co-processor (or several) dedicated to sha-256 computations. When using such devices the calculation times can be reduced by 75% (48 clock cycles total).
Implementation is a critical part of our project has it can significantly improve performance results. In our personal implementation (aimed to be deployed on a low-spec FPGA) we strive to present a PoC using both interruptions and a Microblaze processor. The Microblaze processor contains a 32-bit Processor Core and a set of instructions that are more than enough from a developing standpoint. Moreover, it also has a UART and a Timer (we don't make use of the last one). Interruptions are useful for signaling. Our implementation implicates that a value indicating the number of zeros (crypto-challenge) is passed on. The coprocessor checks the number of zeros. If the crypto-puzzle is solved it throws an exception. Our implementation also allows for a variable number of co-processors to be deployed. This becomes useful when deploying on more robust FPGA's.
The full list of requirements is comprised of one item:
- FPGA Kit sotftware (Xilinx software in our case)