Haralampos Pozidis

CoRR, 2024

Graph Feature Preprocessor: Real-time Extraction of Subgraph-based Features from Transaction Graphs.

[BibT_eX]

[DOI]

Jovan Blanusa

Maximo Cravero Baraja

Luc von Niederhäusern

Erik Altman

Kubilay Atasu

CoRR, 2024

2023

Acceleration of Decision-Tree Ensemble Models on the IBM Telum Processor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Multivariate Anomaly Detection with Domain Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

xCloudServing: Automated ML Serving Across Clouds.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

AI accelerator on IBM telum processor: industrial product.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

CCA: An ML Pipeline for Cloud Anomaly Troubleshooting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Search-based Methods for Multi-Cloud Configuration.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Circuit and System-Level Aspects of Phase Change Memory.

[BibT_eX]

[DOI]

Milos Stanisavljevic

IEEE Trans. Circuits Syst. II Express Briefs, 2021

High-Throughput ECC with Integrated Chipkill Protection for Nonvolatile Memory Arrays.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

Tera-scale coordinate descent on GPUs.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

MixBoost: A Heterogeneous Boosting Machine.

[BibT_eX]

[DOI]

CoRR, 2020

SnapBoost: A Heterogeneous Boosting Machine.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improving NAND flash performance with read heat separation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on Modeling, 2020

Open Block Characterization and Read Voltage Calibration of 3D QLC NAND Flash.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Weighted Sampling for Combined Model Selection and Hyperparameter Tuning.

[BibT_eX]

[DOI]

Dimitrios Sarigiannis

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Breadth-first, Depth-next Training of Random Forests.

[BibT_eX]

[DOI]

Celestine Mendler-Dünner

CoRR, 2019

Sampling Acquisition Functions for Batch Bayesian Optimization.

[BibT_eX]

[DOI]

Alessandro De Palma

Celestine Mendler-Dünner

CoRR, 2019

Snap ML - Accelerated Machine Learning for Big Data (Keynote Abstract).

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Principles of Distributed Systems, 2019

Reliability of 3D NAND flash memory with a focus on read voltage calibration from a system aspect.

[BibT_eX]

[DOI]

Proceedings of the 19th Non-Volatile Memory Technology Symposium, 2019

Accelerated ML-Assisted Tumor Detection in High-Resolution Histopathology Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Understanding the Design Trade-Offs of Hybrid Flash Controllers.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Modeling, 2019

Characterization and Analysis of Bit Errors in 3D TLC NAND Flash Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Reliability Physics Symposium, 2019

2018

Management of Next-Generation NAND Flash to Achieve Enterprise-Level Endurance and Latency Targets.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2018

Benchmarking and Optimization of Gradient Boosted Decision Tree Algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Snap ML: A Hierarchical Framework for Machine Learning.

[BibT_eX]

[DOI]

Celestine Dünner

Dimitrios Sarigiannis

Nikolas Ioannou

CoRR, 2018

Snap ML: A Hierarchical Framework for Machine Learning.

[BibT_eX]

[DOI]

Celestine Dünner

Dimitrios Sarigiannis

Nikolas Ioannou

Gummadi Ravi

Madhusudanan Kandasamy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Drift-Invariant Detection for Multilevel Phase-Change Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Exploiting the non-linear current-voltage characteristics for resistive memory readout.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Fast and Scalable Pipeline for Stain Normalization of Whole-Slide Images in Histopathology.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Large-Scale Stochastic Learning Using GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters.

[BibT_eX]

[DOI]

Proceedings of the 46th International Conference on Parallel Processing, 2017

Understanding and optimizing the performance of distributed machine learning applications on apache spark.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Linear-complexity relaxed word Mover's distance with GPU acceleration.

[BibT_eX]

[DOI]

Vasileios Vasileiadis

Michail Vlachos

Cesar Berrospi

Abdel Labbi

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Guest Editorial Channel Modeling, Coding and Signal Processing for Novel Physical Memory Devices and Systems.

[BibT_eX]

[DOI]

Shayan Garani Srinivasa

Tong Zhang

Ravi Hiranand Motwani

Bane Vasic

IEEE J. Sel. Areas Commun., 2016

Recent Progress in Phase-Change Memory Technology.

[BibT_eX]

[DOI]

Chung Hon Lam

IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

Multilevel-Cell Phase-Change Memory: A Viable Technology.

[BibT_eX]

[DOI]

Milos Stanisavljevic

IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

High-Density Data Storage in Phase-Change Memory.

[BibT_eX]

[DOI]

Thomas Mittelholzer

ERCIM News, 2016

High-Performance Distributed Machine Learning using Apache SPARK.

[BibT_eX]

[DOI]

CoRR, 2016

Improving the error-floor performance of binary half-product codes.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Symposium on Information Theory and Its Applications, 2016

Controller architecture for low-latency access to phase-change memory in OpenPOWER systems.

[BibT_eX]

[DOI]

Theodore Antonakopoulos

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

2015

Enhancing the Reliability of MLC NAND Flash Memory Systems by Read Channel Optimization.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2015

Performance of cell-to-cell interference mitigation in 1y-nm MLC flash memory.

[BibT_eX]

[DOI]

Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

Symmetry-based subproduct codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Phase-change memory: Feasibility of reliable multilevel-cell storage and retention at elevated temperatures.

[BibT_eX]

[DOI]

Milos Stanisavljevic

Proceedings of the IEEE International Reliability Physics Symposium, 2015

A collective relaxation model for resistance drift in phase change memory cells.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Reliability Physics Symposium, 2015

Endurance limits of MLC NAND flash.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Non-resistance metric based read scheme for multi-level PCRAM in 25 nm technology.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Custom Integrated Circuits Conference, 2015

2014

Using adaptive read voltage thresholds to enhance the reliability of MLC NAND flash memory systems.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014

Modelling of the threshold voltage distributions of sub-20nm NAND flash memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

A 6-bit drift-resilient readout scheme for multi-level Phase-Change Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2014

2013

A versatile platform for characterization of solid-state memory channels.

[BibT_eX]

[DOI]

Theodore Antonakopoulos

Urs Egger

Aspa Palli

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2011

Programming algorithms for multilevel phase-change memory.

[BibT_eX]

[DOI]

Matthew J. Breitwisch

Chung Hon Lam

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010

Channel Modeling and Signal Processing for Probe Storage Channels.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

Trends in Storage Technologies.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2010

Multilevel phase-change memory.

[BibT_eX]

[DOI]

Aggeliki Pantazi

Matthew J. Breitwisch

Chung Hon Lam

Proceedings of the 17th IEEE International Conference on Electronics, 2010

2009

Probabilistic Data Detection for Probe-Based Storage Channels in the Presence of Jitter.

[BibT_eX]

[DOI]

Giovanni Cherubini

Proceedings of IEEE International Conference on Communications, 2009

Performance Evaluation of the Probe Storage Channel.

[BibT_eX]

[DOI]

Oleg V. Zaboronski

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

High-speed intermittent-contact mode scanning probe microscopy using cantilevers with integrated electrostatic actuator and thermoelectric sensor.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

2008

Probe-based ultrahigh-density storage technology.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2008

Forward Message Passing Detector for Probe Storage.

[BibT_eX]

[DOI]

Oleg V. Zaboronski

Proceedings of IEEE International Conference on Communications, 2008

Modeling and identification of the dynamics of electrostatically actuated microcantilever with integrated thermal sensor.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

On intermittent-contact mode sensing using electrostatically-actuated micro-cantilevers with integrated thermal sensors.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

2007

Control of MEMS-Based Scanning-Probe Data-Storage Devices.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2007

Jitter Investigation and Performance Evaluation of a Small-Scale Probe Storage Device Prototype.

[BibT_eX]

[DOI]

Aggeliki Pantazi

Proceedings of the Global Communications Conference, 2007

2005

Signal Processing Asynchronous zero-forcing adaptive equalization.

[BibT_eX]

[DOI]

Maria Yu Lin

Eur. Trans. Telecommun., 2005

Signal processing for probe storage.

[BibT_eX]

[DOI]

Peter Bächtold

Giovanni Cherubini

Christoph Hagleitner

Aggeliki Pantazi

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Two-sensor-based H∞ control for nanopositioning in probe storage.

[BibT_eX]

[DOI]

Angeliki Pantazi

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Nanopositioning for probe storage.

[BibT_eX]

[DOI]

Angeliki Pantazi

Giovanni Cherubini

Mark A. Lantz

Proceedings of the American Control Conference, 2005

2003

A Nanotechnology-based Approach to Data Storage.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

2002

Modeling and compensation of asymmetry in optical recording.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2002

2001

Run-length limited parity-check coding for transition-shift errors in optical recording.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2001

2000

A low-complexity and high-speed detection method for high-density d=1 optical recording.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2000

A Simple Nonlinear Model for the Optical Recording Channel.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1998

System reconstruction based on selected regions of discretized higher order spectra.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Phase reconstruction from bispectrum slices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Use of selected HOS information for low-variance estimation of bandlimited systems with short data records.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Cross-spectrum based blind channel identification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1997

Signal reconstruction from phase only information and application to blind system estimation.

[BibT_eX]

[DOI]