NEC Develops Multicore Processor Technology Enabling Automatic Parallelization of Application Programs
NEC today announced that it has succeeded in the development of multicore processor technology capable of performing automatic parallelization of application programs, without modifying them.
The distinctive feature of this new technology is the ability of the automatic parallelizing compiler that utilizes profile information to aggressively exploit parallelization patterns, which are effective for accelerating the speed of application programs. In addition, although the parallelization is speculative, the speculation is almost always completely accurate. The speculation hardware works as a safety net by handling any rare misses, guaranteeing the correctness of the execution. This ensures that the compiler is not conservative in decisions concerned with these cases, resulting in an increase in the amount of parallelism exploited. The parallelism exploitation is supported by the speculative execution hardware that realizes efficient handling of detection of incorrect execution orders caused by the parallel execution of the program parts, cancellation of the incorrectly executed part, and re-execution of it. Moreover, the parallelization process can be performed in a practical period of time.
Parallelization with conventional multiprocessor technology requires the manual modification of application source programs. Manual labor increases the development and verification cost for software development, which is in turn made more complex by the growing size and complexity of the software itself. Therefore, multiprocessor technology, which can automatically parallelize application programs without manual modification, has been long sought after in this field. However, nobody has succeeded in bringing automatic parallelization technology to a practical stage to date.
NEC believes that its automatic parallelization technology is the first to be brought to a stage of practical use. This is supported by the fact that NEC has succeeded in operating this technology on a field-programmable gate array (FPGA). Moreover, its implementation has confirmed that only a marginal hardware extension is required and that application program speed is actually accelerated.
The newly developed technology realizes automatic parallelization of application programs and a reduction in time and cost of parallelization. In addition, NEC have observed cases where automatic parallelization accelerates the speed of programs at a greater rate than that of manual parallelization. For example, one test showed that manual parallelization of an application program took four months of time with one person carrying out the task, however, automatic parallelization cut this time to just three minutes with no manual labor involved at all. In addition, the application program that has been parallelized manually runs 1.95 times faster with four processors than the original application program running with one processor. However, the application program that has been parallelized automatically runs 2.83 times faster with four processors, which indicates that automatic parallelization achieves greater acceleration than manual parallelization. This shows that automatic parallelization facilitates development of software with high functionality and performance through multicore and multiprocessor technology, at lower cost over a shorter time frame. This will lead to the provision of terminals such as cellular phones and information appliances with enhanced functionality and performance.
NEC said it would continue to advance the research and development of its multicore processor technology toward early release of products incorporating it.
Parallelization with conventional multiprocessor technology requires the manual modification of application source programs. Manual labor increases the development and verification cost for software development, which is in turn made more complex by the growing size and complexity of the software itself. Therefore, multiprocessor technology, which can automatically parallelize application programs without manual modification, has been long sought after in this field. However, nobody has succeeded in bringing automatic parallelization technology to a practical stage to date.
NEC believes that its automatic parallelization technology is the first to be brought to a stage of practical use. This is supported by the fact that NEC has succeeded in operating this technology on a field-programmable gate array (FPGA). Moreover, its implementation has confirmed that only a marginal hardware extension is required and that application program speed is actually accelerated.
The newly developed technology realizes automatic parallelization of application programs and a reduction in time and cost of parallelization. In addition, NEC have observed cases where automatic parallelization accelerates the speed of programs at a greater rate than that of manual parallelization. For example, one test showed that manual parallelization of an application program took four months of time with one person carrying out the task, however, automatic parallelization cut this time to just three minutes with no manual labor involved at all. In addition, the application program that has been parallelized manually runs 1.95 times faster with four processors than the original application program running with one processor. However, the application program that has been parallelized automatically runs 2.83 times faster with four processors, which indicates that automatic parallelization achieves greater acceleration than manual parallelization. This shows that automatic parallelization facilitates development of software with high functionality and performance through multicore and multiprocessor technology, at lower cost over a shorter time frame. This will lead to the provision of terminals such as cellular phones and information appliances with enhanced functionality and performance.
NEC said it would continue to advance the research and development of its multicore processor technology toward early release of products incorporating it.
