Gartner Insights Abstract

Emerging Tech: Emergence Cycle for Energy-Efficient Compute

Published: 02 January 2024

Summary

This research offers insights into early-stage frameworks for high-efficiency compute. While many enabling technologies are in R&D, product leaders should track their development to incorporate them into product roadmaps for delivering increased business value to customers.

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Overview

Key Findings
  • GenAI applications and other compute-heavy tasks are driving the demand for better processing performance. At the same time, optimization of power consumption and silicon area requires new alternative compute paradigms.

  • Modifications across the entire stack, including devices, circuits, software, modules and systems, are necessary to derive the best results from energy-efficient compute.

Recommendations

Product leaders developing plans for energy-efficient compute must:

  • Gain an early understanding of the different emerging technologies, their timelines, viability and manufacturability by partnering with vendors and research groups in academia.

  • Target quick wins for energy-efficient compute by prioritizing software and/or circuit design techniques that typically involve lower

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Analysts:

Gaurav Gupta

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