Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices
Real-time video analytics on high-resolution cameras has become a popular technology for various intelligent services like traffic control and crowd monitoring. While extensive work has been done...
Multivariate Time Series Early Classification Across Channel and Time Dimensions
Nowadays, the deployment of deep learning models on edge devices for addressing real-world classification problems is becoming more prevalent. Moreover, there is a growing popularity in the...
Auto-Tuning Dedispersion for Many-Core Accelerators
In this paper, we study the parallelization of the dedispersion algorithm on many-core accelerators, including GPUs from AMD and NVIDIA, and the Intel Xeon Phi. An important contribution is the...
High-Performance Distributed Multi-Model / Multi-Kernel Simulations: A Case-Study in Jungle Computing
High-performance scientific applications require more and more compute power. The concurrent use of multiple distributed compute resources is vital for making scientific progress. The resulting...