Hardware acceleration for function processing
A function processing service may receive a request to execute source code. The source code may include instructions to perform a function. The function processing service may determine whether at least one hardware acceleration condition has been satisfied for the function. If at least one hardware acceleration condition has been satisfied, the instructions in the source code may be translated into hardware-specific code corresponding to a hardware circuit. The hardware circuit may be configured based on the hardware-specific code, and the hardware circuit may perform the function. The function processing service may then provide the result obtained from the hardware circuit to the requesting entity.
1. A computer-implemented method, comprising:
determining that a hardware acceleration condition has been satisfied for a first function by:
counting, within a time interval, a number of requests to perform the first function that a function processing service receives; and
determining that the number of requests to perform the first function exceeds a hardware acceleration condition threshold value;
based on the hardware acceleration condition threshold value being exceeded, configuring a hardware circuit to perform the first function; and
causing the first function to be performed via the hardware circuit.
2. The computer-implemented method of claim 1 , further comprising adding the first function to a function library that is implemented in the hardware circuit.
3. The computer-implemented method of claim 2 , further comprising receiving, at the function processing service, a request to execute source code that includes instructions to perform the first function.
4. The computer-implemented method of claim 1 , wherein counting the number of requests to perform the first function within the time interval includes analyzing historical information related to requests received by the function processing service within the time interval.
5. The computer-implemented method of claim 1 , wherein the hardware circuit comprises:
a field programmable gate array (FPGA) that uses hardware description language (HDL) code to perform the first function;
a graphics processing unit (GPU) that uses GPU code to perform the first function;
a programmable application specific integrated circuit (ASIC) that uses customed compiled machine code to perform the first function; or
a digital signal processor (DSP) that uses DSP code to perform the first function.
6. The computer-implemented method of claim 1 , further comprising configuring the hardware circuit to perform a second function in parallel with the first function, wherein the second function is different from the first function.
7. The computer-implemented method of claim 6 , further comprising configuring the hardware circuit to operate a plurality of instances of the hardware circuit in parallel.
8. A computer-implemented method, comprising:
determining that a hardware acceleration condition has been satisfied for a first function that belongs to a family of functions by:
counting, within a time interval, a combined number of requests that a function processing service receives to perform functions within the family of functions; and
determining that the combined number of requests exceeds a hardware acceleration condition threshold value;
based on the hardware acceleration condition threshold value being exceeded, configuring a hardware circuit to perform the first function; and
causing the first function to be performed via the hardware circuit.
9. The computer-implemented method of claim 8 , further comprising adding the first function to a function library that is implemented in the hardware circuit.
10. The computer-implemented method of claim 9 , further comprising receiving, at the function processing service, a request to execute source code that includes instructions to perform the first function.
11. The computer-implemented method of claim 8 , wherein counting the combined number of requests to perform the functions within the family of functions within the time interval includes analyzing historical information related to requests received by the function processing service within the time interval.
12. The computer-implemented method of claim 8 , wherein the hardware circuit comprises:
a field programmable gate array (FPGA) that uses hardware description language (HDL) code to perform the first function;
a graphics processing unit (GPU) that uses GPU code to perform the first function;
a programmable application specific integrated circuit (ASIC) that uses customed compiled machine code to perform the first function; or
a digital signal processor (DSP) that uses DSP code to perform the first function.
13. The computer-implemented method of claim 8 , further comprising configuring the hardware circuit to perform a second function in parallel with the first function, wherein the second function is different from the first function.
14. The computer-implemented method of claim 13 , further comprising configuring the hardware circuit to operate a plurality of instances of the hardware circuit in parallel.
15. A system, comprising:
a processor; and
a computer memory comprising instructions that, when executed by the processor, cause the system to perform operations comprising:
determining that a hardware acceleration condition has been satisfied for a first function by:
counting, within a time interval, a number of requests to perform the first function that a function processing service receives; and determining that the number of requests to perform the first function exceed a hardware acceleration condition threshold value;
based on the hardware acceleration condition threshold value being exceeded, configuring a hardware circuit to perform the first function; and
causing the first function to be performed via the hardware circuit.
16. The system of claim 15 , further comprising adding the first function to a function library that is implemented in the hardware circuit.
17. The system of claim 15 , further comprising receiving, at the function processing service, a request to execute source code that includes instructions to perform the first function.
18. The system of claim 15 , wherein the hardware circuit comprises:
a field programmable gate array (FPGA) that uses hardware description language (HDL) code to perform the first function;
a graphics processing unit (GPU) that uses GPU code to perform the first function;
a programmable application specific integrated circuit (ASIC) that uses customed compiled machine code to perform the first function; or
a digital signal processor (DSP) that uses DSP code to perform the first function.
19. The system of claim 15 , further comprising configuring the hardware circuit to perform a second function in parallel with the first function, wherein the second function is different from the first function.
20. The system of claim 19 , further comprising configuring the hardware circuit to operate a plurality of instances of the hardware circuit in parallel.