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A New Way to Reuse Old Computers with SHMT: Synchronous and Heterogeneous Multithreaded Parallelism

samparker by samparker
September 11, 2025
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The possibility of doubling a computer’s speed without needing to purchase new hardware is becoming increasingly realistic with simultaneous heterogeneous multi-threading (SHMT) technology. A research team at the University of California, Riverside aims to increase computer performance while reducing energy consumption by testing this groundbreaking approach.

SHMT reduces data bottlenecks caused by traditional division of labor by enabling different processor types such as CPUs, GPUs, and TPUs to operate simultaneously and efficiently. As a result, systems run more efficiently while total power requirements also decrease. The study’s findings indicate significant improvements in speed increases at high frequencies and energy savings of up to 51%.

The SHMT approach, with a wide range of applications, could offer potential benefits in many areas from everyday computers to enterprise computing power. However, at this stage, there is more work to do for overall system compatibility. As experiments and software developments progress, the likelihood of boosting the performance of older devices becomes even stronger.

Even distribution of the workload helps prevent excessive energy consumption by optimizing communication between devices and reducing processor bottlenecks. This new approach could increase its applicability across platforms from smartphones to desktop PCs.

Tags: _examinationcomputer performanceCPU GPU TPUdata bottleneckenergy savingheterogeneous multi-threadingRiversideSHMTsynchronous multi-threadingUniversity of California

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