ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
<b>OPAL</b>: A multimodal ambient sensor dataset for activity, occupancy, and energy analysis in an office workspace<p dir="ltr">OPAL (Office Presence, Activity and Load) is a multimodal ambient sensor time-series dataset collected over 33 continuous days in a shared university laboratory workspace at the Gwangju Institute of Science and Technology. Two connected rooms were instrumented: Room 207, the main workspace, and Room 205, a meeting and common area.</p><p dir="ltr">The release combines appliance-level e
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Workload-aware timing error prediction and mitigation via lightweight neural networks and algorithm-architecture co-design.The rapid advent of internet of things (IoT) and smart edge–cloud infrastructures has intensified the demand for miniature embedded devices that meet tight power and performance constraints under dynamically changing conditions. While technology scaling and lower supply voltages have enabled ever-smaller, low-power systems, rising parametric variation, delay variability, and practical limits on vo