33 citations · 37 across the 5 of their papers we have counts for
7 papers
Security, Performance and Energy Implications of Hardware-assisted Memory Protection Mechanisms on Event-based Streaming Systems
Christian Göttel, Rafael Pires, Isabelly Rocha +4
Major cloud providers such as Amazon, Google and Microsoft provide nowadays some form of infrastructure as a service (IaaS) which allows deploying services in the form of virtual m…
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters
Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen +3
DNN learning jobs are common in today's clusters due to the advances in AI driven services such as machine translation and image recognition. The most critical phase of these jobs…
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…
ABEONA: an Architecture for Energy-Aware Task Migrations from the Edge to the Cloud
Isabelly Rocha, Gabriel Vinha, Andrey Brito +3
This paper presents our preliminary results with ABEONA, an edge-to-cloud architecture that allows migrating tasks from low-energy, resource-constrained devices on the edge up to t…
Differential Approximation and Sprinting for Multi-Priority Big Data Engines
Robert Birke, Isabelly Rocha, Juan Perez +3
Today's big data clusters based on the MapReduce paradigm are capable of executing analysis jobs with multiple priorities, providing differential latency guarantees. Traces from pr…
HEATS: Heterogeneity- and Energy-Aware Task-based Scheduling
Isabelly Rocha, Christian Göttel, Pascal Felber +3
Cloud providers usually offer diverse types of hardware for their users. Customers exploit this option to deploy cloud instances featuring GPUs, FPGAs, architectures other than x86…