Beyond Von Neumann: Toward a Unified Deterministic Architecture

Beyond Von Neumann: Toward a Unified Deterministic Architecture
by Admin on 09-04-2025 at 6:00 am

Beyond Von Neumann

By Thang Tran

For more than half a century, the foundations of computing have stood on a single architecture: the Von Neumann or Harvard model. Nearly all modern chips—CPUs, GPUs, and even many specialized accelerators—rely on some variant of this design. Over time, the industry has layered on complexity and specialization to… Read More


Rethink Scoreboards to Supercharge AI-Era CPUs

Rethink Scoreboards to Supercharge AI-Era CPUs
by Admin on 07-01-2025 at 6:00 am

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By Dr. Thang Minh Tran, CEO/CTO Simplex Micro

Today’s AI accelerators—whether built for massive data centers or low-power edge devices—face a common set of challenges: deep pipelines, complex data dependencies, and the high cost of speculative execution. These same concerns have long been familiar in high-frequency microprocessor… Read More


Speculative Execution: Rethinking the Approach to CPU Scheduling

Speculative Execution: Rethinking the Approach to CPU Scheduling
by Admin on 05-07-2025 at 6:00 am

IBM AI

By Dr. Thang Minh Tran, CEO/CTO Simplex Micro

In the world of modern computing, speculative execution has played a pivotal role in boosting performance by allowing processors to guess the outcomes of instructions ahead of time, keeping pipelines full and reducing idle cycles. Initially introduced during the development of … Read More