Spider Mesh Overlay for Task Load Balancing in Cloud Computing. - Catalin-Constantin Usurelu; Mihaela-Catalina Nita; Roxana Istrate; Florin Pop; Nicolae Tapus (ICCP, 2015)

Advance Reservation System for Datacenters. - Roxana Istrate; Andrei Poenaru; Florin Pop (AINA, 2016)

Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. - Peter W. J. Staar; Panagiotis Kl. Barkoutsos; Roxana Istrate; A. Cristiano I. Malossi; Ivano Tavernelli; Nikolaj Moll; Heiner Giefers; Christoph Hagleitner; Costas Bekas; Alessandro Curioni (IPDPS, 2016)

Incremental Training of Deep Convolutional Neural Networks. - Roxana Istrate; A. Cristiano I. Malossi; Costas Bekas; Dimitrios S. Nikolopoulos (AutoML@PKDD/ECML, 2017)

Exploring Graph Analytics with the PCJ Toolbox. - Roxana Istrate; Panagiotis Kl. Barkoutsos; Michele Dolfi; Peter W. J. Staar; Costas Bekas (PPAM (2), 2017)

BAGAN: Data Augmentation with Balancing GAN. - Giovanni Mariani; Florian Scheidegger; Roxana Istrate; Costas Bekas; A. Cristiano I. Malossi (CoRR, 2018)

AFT: Adaptive and fault tolerant peer-to-peer overlay - A user-centric solution for data sharing. - Andrei Poenaru; Roxana Istrate; Florin Pop (Future Gener. Comput. Syst., 2018)

TAPAS: Train-Less Accuracy Predictor for Architecture Search. - Roxana Istrate; Florian Scheidegger; Giovanni Mariani; Dimitrios S. Nikolopoulos; Constantine Bekas; Adelmo Cristiano Innocenza Malossi (AAAI, 2019)

NeuNetS: An Automated Synthesis Engine for Neural Network Design. - Atin Sood; Benjamin Elder; Benjamin Herta; Chao Xue; Costas Bekas; A. Cristiano I. Malossi; Debashish Saha; Florian Scheidegger; Ganesh Venkataraman; Gegi Thomas; Giovanni Mariani; Hendrik Strobelt; et al. (CoRR, 2019)

torcpy: Supporting task parallelism in Python. - Panagiotis E. Hadjidoukas; Andrea Bartezzaghi; Florian Scheidegger; Roxana Istrate; Costas Bekas; A. Cristiano I. Malossi (SoftwareX, 2020)

Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. - Florian Scheidegger; Roxana Istrate; Giovanni Mariani; Luca Benini; Costas Bekas; A. Cristiano I. Malossi (Vis. Comput., 2021)