A closer look at spatiotemporal convolutions for action recognition
In this paper we discuss several forms of spatiotemporal convolutions for video analysis and
study their effects on action recognition. Our motivation stems from the observation that 2D …
study their effects on action recognition. Our motivation stems from the observation that 2D …
Spectr: Formal supervisory control and coordination for many-core systems resource management
Resource management strategies for many-core systems need to enable sharing of
resources such as power, processing cores, and memory bandwidth while coordinating the …
resources such as power, processing cores, and memory bandwidth while coordinating the …
HESSLE-FREE: He terogeneou s S ystems Le veraging F uzzy Control for R untim e Resourc e Management
As computing platforms increasingly embrace heterogeneity, runtime resource managers
need to efficiently, dynamically, and robustly manage shared resources (eg, cores, power …
need to efficiently, dynamically, and robustly manage shared resources (eg, cores, power …
QUAREM: maximising QoE through adaptive resource management in mobile MPSoC platforms
Heterogeneous multi-processor system-on-chip (MPSoC) smartphones are required to offer
increasing performance and user quality-of-experience (QoE), despite comparatively slow …
increasing performance and user quality-of-experience (QoE), despite comparatively slow …
Approximation-aware coordinated power/performance management for heterogeneous multi-cores
Run-time resource management of heterogeneous multi-core systems is challenging due to
i) dynamic workloads, that often result in ii) conflicting knob actuation decisions, which …
i) dynamic workloads, that often result in ii) conflicting knob actuation decisions, which …
Goal-driven autonomy for efficient on-chip resource management: Transforming objectives to goals
Run-time resource allocation of heterogeneous multi-core systems is challenging with
varying workloads and limited power and energy budgets. User interaction within these …
varying workloads and limited power and energy budgets. User interaction within these …
Ubar: User-and battery-aware resource management for smartphones
Smartphone users require high Battery Cycle Life (BCL) and high Quality of Experience
(QoE) during their usage. These two objectives can be conflicting based on the user …
(QoE) during their usage. These two objectives can be conflicting based on the user …
Design methodology for responsive and rrobust mimo control of heterogeneous multicores
Heterogeneous multicore processors (HMPs) are commonly deployed to meet the
performance and power requirements of emerging workloads. HMPs demand adaptive and …
performance and power requirements of emerging workloads. HMPs demand adaptive and …
On power cap** and performance optimization of multithreaded applications
Multithreaded applications facilitate the exploitation of the computing power of multicore
architectures. On the other hand, these applications can become extremely energy …
architectures. On the other hand, these applications can become extremely energy …
Trends in on-chip dynamic resource management
The Complexity of emerging multi/many-core architectures and diversity of modern
workloads demands coordinated dynamic resource management methods. We introduce a …
workloads demands coordinated dynamic resource management methods. We introduce a …