Archive
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Quantizing Control Planes for Heterogeneous H100 and L40S Clusters
The year is 2024, and the "GPU Gold Rush" has entered its most complex phase. In the early days of the LLM explosion, the strategy was simple: buy every NVIDIA…
Engineering Determinism in Planetary-Scale LSM Databases
Imagine you’re running a global financial exchange. A trader in Tokyo hits "Buy" at the exact same microsecond a trader in New York hits "Sell." In a centraliz…
Inside Azure’s Topological Quantum-Accelerated VMs
For decades, quantum computing was the "forever-twenty-years-away" technology. It was a playground for theoretical physicists and a graveyard for venture capit…
LLM Scaling: In-RAM Compute for Terabyte-Scale Vector Databases
We’ve all seen the charts. Large Language Models (LLMs) are getting smarter, context windows are expanding to millions of tokens, and Retrieval-Augmented Gener…
Memory-Semantic Scaling: Breaking the AI PCIe Bottleneck
In the world of high-scale AI infrastructure, we’ve spent the last decade perfecting the art of "moving data to compute." We’ve built massive InfiniBand fabric…
100 Terabit Threshold: Rebuilding the Internet's Nerve System
Imagine a tidal wave. Not a physical one, but a digital one—a surge of packets so massive it could drown the entire internet traffic of a medium-sized country…
Next-Gen Capsid Engineering Beyond the AAV Bottleneck
In the world of software engineering, we’ve spent decades perfecting the "last mile" of delivery—whether that’s edge computing, 5G optimization, or low-latency…
Azure 42x42 Erasure Coding: Replacing CRC32 with Polynomial Hash Trees
At the scale of Microsoft Azure, "one-in-a-billion" events aren't anomalies—they are scheduled occurrences. When you are pushing exabytes of data across planet…
Optimizing P99 Latency via GPU Preemption and KV-Cache Paging
You’re staring at the Grafana dashboard at 3:00 AM. Your median latency (P50) looks like a dream—a flat, beautiful line at 40ms per token. But then you toggle…