New KV cache compaction technique cuts LLM memory 50x without accuracy loss

MIT researchers developed Attention Matching, a KV cache compaction technique that compresses LLM memory by 50x in seconds — ...
Nature

Dynamic Compaction and Ground Improvement Techniques

Dynamic compaction is a ground improvement method that utilises repeated high‐energy impacts to densify and stabilise loose granular soils. This technique has evolved from traditional field methods ...
For Construction Pros

Unique Compaction Attachment Delivers Wider, Safer Roads in Southeastern Ohio

Some of the most dangerous roadways in the country include bustling highways, high-speed interstates and tricky intersections. But unexpected danger lies beyond big city distractions and high-traffic ...
The Journal

How to avoid soil compaction during crop harvest

This year in South Dakota many areas have received high amounts of rainfall during the summer. This has led to portions of fields being wet particularly in the northeastern part of the state. Soils ...
InfoWorld

Next-gen data engines transform metadata performance

New data engine architectures such as Speedb boost metadata performance, reduce latency, accelerate search time, and optimize CPU consumption. Here’s how. The rapid growth of data-intensive use cases ...
Construction Equipment

Hamm HD+ 120i V-VIO and the HD+ 120i VIO-2 HF Rollers

Models HD+ 120i V-VIO and HD+ 120i VIO-2 HF double-drum vibratory Hamm rollers use VIO drums that combine vibration and oscillation. Each is powered by a 154-horsepower Deutz engine. The Hamm HD+ 120i ...
For Construction Pros

The Fundamentals of Compaction — and the Compactor’s ‘Roll’ in It

Often, one of the last and most critical steps in building roads is when compactors roll down that last mile. Accurate compaction can be overlooked in the rush to finish that last pass before the ...