Do The Math: The Unrealized ROI In Lab Automation

Pharmaceutical and biotech companies are making huge investments in lab automation technologies, but what’s the ROI?

Carbon monitoring: Modeling effort helps to quickly and accurately estimate forest biomass

A tree can sequester quite a bit of carbon, and forests can sequester and store quite a bit more, but knowing exactly how ...
IEEE

DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference

Abstract: Mixture-of-Experts (MoE) models, though highly effective for various machine learning tasks, face significant deployment challenges on memory-constrained devices. While GPUs offer fast ...
IEEE

An Approximation Computation Approach to the Enhancement of Big Data Analysis Methods for Time-Series Anomaly Detection of PV Systems

Abstract: This paper follows the principles of the Big Data Analysis (BDA) framework to construct a set of experiments using a photovoltaic (PV) system dataset, providing an empirical evaluation of ...