output
20142026
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

11 papers · 1 filter

cs.CY2020★ 8 cited

Have We Reached Consensus? An Analysis of Distributed Systems Syllabi

Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza

Correctly applying distributed systems concepts is important for software that seeks to be scalable, reliable and fast. For this reason, Distributed Systems is a course included in…

cs.DC2020★ 10 cited

Sizeless: Predicting the optimal size of serverless functions

Simon Eismann, Long Bui, Johannes Grohmann +3

Serverless functions are a cloud computing paradigm where the provider takes care of resource management tasks such as resource provisioning, deployment, and auto-scaling. The only…

math.ST2020★ 7 cited

On moments of folded and doubly truncated multivariate extended skew-normal distributions

Christian E. Galarza, Larissa A. Matos, Dipak K. Dey +1

This paper develops recurrence relations for integrals that relate the density of multivariate extended skew-normal (ESN) distribution, including the well-known skew-normal (SN) di…

cs.SE2020★ 97 cited

Serverless Applications: Why, When, and How?

Simon Eismann, Joel Scheuner, Erwin van Eyk +4

Serverless computing shows good promise for efficiency and ease-of-use. Yet, there are only a few, scattered and sometimes conflicting reports on questions such as 'Why do so many…

cond-mat.mes-hall2020★ 216 cited

A Chirality-Based Quantum Leap

Clarice D. Aiello, Muneer Abbas, John M. Abendroth +41

Chiral degrees of freedom occur in matter and in electromagnetic fields and constitute an area of research that is experiencing renewed interest driven by recent observations of th…

cs.SE2020★ 47 cited

A Review of Serverless Use Cases and their Characteristics

Simon Eismann, Joel Scheuner, Erwin van Eyk +5

The serverless computing paradigm promises many desirable properties for cloud applications - low-cost, fine-grained deployment, and management-free operation. Consequently, the pa…

cond-mat.mes-hall2020★ 7 cited

Photoinduced electronic and spin properties of two-dimensional electron gases with Rashba spin-orbit coupling under perpendicular magnetic fields

Daniel Hernangómez-Pérez, Juan Daniel Torres, Alexander López

We theoretically investigate photoinduced phenomena induced by time-periodic driving fields in two-dimensional electron gases under perpendicular magnetic fields with Rashba spin-o…

cs.NE2020

Disjoint principal component analysis by constrained binary particle swarm optimization

John Ramírez-Figueroa, Carlos Martín-Barreiro, Ana B. Nieto-Librero +2

In this paper, we propose an alternative method to the disjoint principal component analysis. The method consists of a principal component analysis with constraints, which allows u…

cond-mat.mes-hall2020★ 3 cited

Photoprotected spin Hall effect on graphene with substrate induced Rashba spin-orbit coupling

Alexander Lopez, Rafael Molina

We propose an experimental realization of the Spin Hall effect in graphene by illuminating a graphene sheet on top of a substrate with circularly polarized monochromatic light. The…

eess.SP2020★ 29 cited

Experimental Investigation of Frequency Domain Channel Extrapolation in Massive MIMO Systems for Zero-Feedback FDD

Thomas Choi, François Rottenberg, Jorge Gomez-Ponce +4

Estimating downlink (DL) channel state information (CSI) in frequency division duplex (FDD) massive multi-input multi-output (MIMO) systems generally requires downlink pilots and f…

physics.flu-dyn2020★ 6 cited

Criticality and the fractal structure of -5/3 turbulent cascades

Juan Luis Cabrera, Esther D. Gutiérrez, Miguel Rodríguez Márquez

Here we show a procedure to generate an analytical structure producing a cascade that scales as the energy spectrum in isotropic homogeneous turbulence. We obtain a function that u…