Throughput is a topic tracked in our intelligence system with 5 linked articles.
RTX 5080 and RTX 3090 reportedly achieve 80 Tok/s on Qwen 3.6 27B Q8, according to a Hacker News discussion.
A kernel optimization claims 2.2x speedup but causes the training loop to slow by 3x, illustrating end-to-end performance trade-offs.
A technical survey of MAC protocols from early ALOHA to modern WiFi/Bluetooth, highlighting throughput metrics, collision-avoidance techniques, and regulatory channel allocations that shape network design.
A research paper demonstrates Rotary GPU enabling local execution of large Mixture-of-Experts models on consumer hardware (8 GB VRAM), achieving 2048 tokens at ~6.3 GB VRAM and ~21 tokens/sec, signaling edge-deployment viability under VRAM constraints.
Amazon claims a quasi-random RNG data-center network (with ShuffleBox) boosts throughput and slashes energy use, with deployments since 2024 and ongoing European expansion.
Interfaze markets a CNN/DNN+transformer hybrid architecture claiming high deterministic-task accuracy at scale, backed by benchmark leadership, large context, and competitive pricing.
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