Doctorat en Arquitectura de Computadors
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Articles de revista [62]
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Chapter 10- A novel cloud-based IoT architecture for smart building automation
(Elsevier, 2018)
Part of book or chapter of book
Open AccessThe Internet of Things (IoT) is meant to be the future of the current Internet. It is commonly defined as a network of physical and virtual objects, devices, or things that are capable of collecting surrounding data and ... -
ZIZO: A Zoom-In Zoom-Out mechanism for minimizing redundancy and saving energy in wireless sensor networks
(2021-02-01)
Article
Open AccessIn modern life, there is invisible data being continuously generated, data that if collected and processed can detect risks and changes and enable us to mitigate their effect. Thus, there is an essential need to sense ... -
Side channel attack on a partially encrypted MPEG-G file
(2021-03-08)
Article
Restricted access - publisher's policyNew genome sequencing technologies have decreased the cost of generating genomic data, thus increasing storage needs. The International Organization for Standardization (ISO) working group MPEG has developed a standard for ... -
An IoT-based infrastructure to enhance self-evacuations in natural hazardous events
(2021-02-05)
Article
Restricted access - publisher's policyRegardless of the extensive research conducted on large-scale evacuations, the instrumentation of these processes still represents an open issue for first response organizations. Self-evacuation of civilians that follows ... -
DRMaestro: orchestrating disaggregated resources on virtualized data-centers
(Springer, 2021-03-06)
Article
Open AccessModern applications demand resources at an unprecedented level. In this sense, data-centers are required to scale efficiently to cope with such demand. Resource disaggregation has the potential to improve resource-efficiency ... -
Drug2ways: Reasoning over causal paths in biological networks for drug discovery
(2020-12-02)
Article
Open AccessElucidating the causal mechanisms responsible for disease can reveal potential therapeutic targets for pharmacological intervention and, accordingly, guide drug repositioning and discovery. In essence, the topology of a ... -
Supporting beyond 5G applications by coordinating AI-based intent operation: an example for multilayer metro networks
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessIntent-based Networking (IBN) promises facilitating autonomous decision-making for service assurance. In this paper, we extend IBN by coordinating AI-based intents targeting at supporting beyond 5G services, like immersive ... -
Reinforcement learning-based autonomous multilayer network operation
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessWe propose an Intent-Based Networking solution based on Reinforcement Learning (RL). RL-based intents with specific operational objectives and coordinated operation between network layers are developed. Results show service ... -
Improving predication efficiency through compaction/restoration of SIMD instructions
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessVector processors offer a wide range of unexplored opportunities to improve performance and energy efficiency. However, despite its potential, vector code generation and execution have significant challenges, the most ... -
Joint latency and reliability-aware controller placement
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Open AccessIn network architectures based on Software Defined Networking (SDN) the control plane (control logic) is separated from the network data plane (forwarding plane) while traditional network routers combine both. Software ... -
Evaluating mixed-precision arithmetic for 3D generative adversarial networks to simulate high energy physics detectors
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessSeveral hardware companies are proposing native Brain Float 16-bit (BF16) support for neural network training. The usage of Mixed Precision (MP) arithmetic with floating-point 32-bit (FP32) and 16-bit half-precision aims ... -
Accelerated execution via eager-release of dependencies in task-based workflows
(Sage, 2021-03-03)
Article
Open AccessTask-based programming models offer a flexible way to express the unstructured parallelism patterns of nowadays complex applications. This expressive capability is required to achieve maximum possible performance for ...
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