On the Feasibility of Real-Time 3D Hand Tracking using Edge GPGPU Acceleration

This paper presents the case study of a non-intrusive porting of a monolithic C++ library for real-time 3D hand tracking, to the domain of edge-based computation. Towards a proof of concept, the case study considers a pair of workstations, a computationally powerful and a computationally weak one. By wrapping the C++ library in Java container and by capitalizing on a Java-based offloading infrastructure that supports both CPU and GPGPU computations, we are able to establish automatically the required server-client workflow that best addresses the resource allocation problem in the effort to execute from the weak workstation. As a result, the weak workstation can perform well at the task, despite lacking the sufficient hardware to do the required computations locally. This is achieved by offloading computations which rely on GPGPU, to the powerful workstation, across the network that connects them. We show the edge-based computation challenges associated with the information flow of the ported algorithm, demonstrate how we cope with them, and identify what needs to be improved for achieving even better performance.Comment: 6 pages, 5 figure

Trithion-levels in a fatal case

In a case of fatal poisoning with the insecticide trithion, the concentration levels of this compound in several abdominal viscera was chromatographically determined. © 1979 Springer-Verlag

A fully validated method for the simultaneous determination of 11 antihistamines in breast milk by gas chromatography–mass spectrometry

Antihistamines are excreted into breast milk in small amounts; however, there are no adequate published studies or data concerning their effects on newborns and safety during breastfeeding. Thus, the development of sensitive and specific methodologies for the determination of antihistamines in breast milk is critical. A simple and sensitive GC–MS method for the simultaneous determination of 11 antihistamines (diphenhydramine, orphenadrine, chlorpheniramine, dimethindene, meclozine, hydroxyzine, loratadine, desloratadine, cetirizine, rupatadine and ebastine) in breast milk was developed and validated. The antihistamines were solid-phase extracted and derivatized with acetic anhydride and n-propanol. Diazepam-d5, hydroxyzine-d4 and cetirizine-d8 were used as internal standards. Absolute recovery values for all analytes ranged from 70.5 to 120.0%, while the limits of detection and quantification for all analytes were 1.50 and 5.00 ng/mL, respectively. All calibration curves were linear (R2 ≥ 0.990) within the range 5.00–1000.0 ng/mL. Accuracy (Er) ranged between −7.6 and 7.0%, while precision (RSD) was <12% for all antihistamines. The developed method is suitable for the investigation of antihistamine-related clinical cases, as well as for pharmacokinetic and breastfeeding safety studies. Copyright © 2018 John Wiley & Sons, Ltd