2 citations · 2 across the 5 of their papers we have counts for
5 papers
ODIN: Overcoming Dynamic Interference in iNference pipelines
Pirah Noor Soomro, Nikela Papadopoulou, Miquel Pericàs
As an increasing number of businesses becomes powered by machine-learning, inference becomes a core operation, with a growing trend to be offered as a service. In this context, the…
Shisha: Online scheduling of CNN pipelines on heterogeneous architectures
Pirah Noor Soomro, Mustafa Abduljabbar, Jeronimo Castrillon +1
Chiplets have become a common methodology in modern chip design. Chiplets improve yield and enable heterogeneity at the level of cores, memory subsystem and the interconnect. Convo…
Scheduling Task-parallel Applications in Dynamically Asymmetric Environments
Jing Chen, Pirah Noor Soomro, Mustafa Abduljabbar +2
Shared resource interference is observed by applications as dynamic performance asymmetry. Prior art has developed approaches to reduce the impact of performance asymmetry mainly a…
LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing
B. Salami, K. Parasyris, A. Cristal +42
The LEGaTO project leverages task-based programming models to provide a software ecosystem for Made in-Europe heterogeneous hardware composed of CPUs, GPUs, FPGAs and dataflow engi…
An Adaptive Performance-oriented Scheduler for Static and Dynamic Heterogeneity
Jing Chen, Pirah Noor Soomro, Mustafa Abduljabbar +1
With the emergence of heterogeneous hardware paving the way for the post-Moore era, it is of high importance to adapt the runtime scheduling to the platform's heterogeneity. To enh…