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MemoryWall-FINAL.pdf
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🔗 Source: jung.ms
📊 Size: 887 KB
👤 Author: Matthias Jung, Sally A. McKee, Chirag Sudarshan, Christoph Dropmann, Christian Weis, and Norbert Weh
⬇️ Downloads: 117

Summary

Autonomous driving is changing the automotive industry, with a shift from distributed Electronic Control Units (ECUs) to consolidated domain controllers, and the use of consumer-market components like GPUs for safety-critical applications. Advanced Driver Assistance Systems (ADAS) and Autonomous Driving (AD) require low latency and high memory bandwidth, bringing the "Memory Wall" from high-performance computing to cars. The paper discusses the role of memory, specifically DRAM, in near-term autonomous driving architectures, highlighting the need for large, fast, and high-endurance memories to process real-time data from numerous perception sensors.

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Description

Autonomous driving is changing the automotive industry, with a shift from distributed Electronic Control Units (ECUs) to consolidated domain controllers, and...

Technical Information

  • File Format: PDF
  • File Size: 887 KB
  • Pages: 10
  • Language: EN
  • Author: Matthias Jung, Sally A. McKee, Chirag Sudarshan, Christoph Dropmann, Christian Weis, and Norbert Weh
  • Total Downloads: 117
  • Last Updated: 3 weeks ago

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