Thomas P. Parnell

CoRR, 2024

Accelerating Production LLMs with Combined Token/Embedding Speculators.

[BibT_eX]

[DOI]

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

xCloudServing: Automated ML Serving Across Clouds.

[BibT_eX]

[DOI]

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

2022

Search-based Methods for Multi-Cloud Configuration.

[BibT_eX]

[DOI]

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

2021

Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Towards a General Framework for ML-based Self-tuning Databases.

[BibT_eX]

[DOI]

Proceedings of the EuroMLSys@EuroSys 2021, 2021

Differentially Private Stochastic Coordinate Descent.

[BibT_eX]

[DOI]

Georgios Damaskinos

Rachid Guerraoui

Nikolaos Papandreou

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 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

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

Weighted Sampling for Combined Model Selection and Hyperparameter Tuning.

[BibT_eX]

[DOI]

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

2019

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems.

[BibT_eX]

[DOI]

Michail Vlachos

Reinhard Heckel

Vassilios G. Vassiliadis

Kubilay Atasu

IEEE Trans. Knowl. Data Eng., 2019

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

[BibT_eX]

[DOI]

Haris Pozidis

CoRR, 2019

Learning to Tune XGBoost with XGBoost.

[BibT_eX]

[DOI]

Johanna Sommer

CoRR, 2019

Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle.

[BibT_eX]

[DOI]

Michael Kaufmann

Kornilios Kourtis

Adrian Schüpbach

CoRR, 2019

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory.

[BibT_eX]

[DOI]

CoRR, 2019

Sampling Acquisition Functions for Batch Bayesian Optimization.

[BibT_eX]

[DOI]

Alessandro De Palma

CoRR, 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

SySCD: A System-Aware Parallel Coordinate Descent Algorithm.

[BibT_eX]

[DOI]

Nikolas Ioannou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 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

Enabling 3D-TLC NAND Flash in Enterprise Storage Systems.

[BibT_eX]

[DOI]

ERCIM News, 2018

Elastic CoCoA: Scaling In to Improve Convergence.

[BibT_eX]

[DOI]

Michael Kaufmann

Kornilios Kourtis

CoRR, 2018

Parallel training of linear models without compromising convergence.

[BibT_eX]

[DOI]

CoRR, 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]

Nikolas Ioannou

CoRR, 2018

Snap ML: A Hierarchical Framework for Machine Learning.

[BibT_eX]

[DOI]

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

ParLearning 2018 Invited Talk 3.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Introduction to ParLearning 2018.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

Neuromorphic computing with multi-memristive synapses.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient Use of Limited-Memory Resources to Accelerate Linear Learning.

[BibT_eX]

[DOI]

Martin Jaggi

CoRR, 2017

Temporal correlation detection using computational phase-change memory.

[BibT_eX]

[DOI]

CoRR, 2017

From random block corruption to privilege escalation: A filesystem attack vector for rowhammer-like attacks.

[BibT_eX]

[DOI]

Proceedings of the 11th USENIX Workshop on Offensive Technologies, 2017

Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems.

[BibT_eX]

[DOI]

Martin Jaggi

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 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

Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 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

Capacity of the MLC NAND Flash Channel.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 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

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

Endurance limits of MLC NAND flash.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 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

2011

Information Storage and Retrieval for Probe Storage using Optical Diffraction Patterns

[BibT_eX]

[DOI]

CoRR, 2011

Information theory of massively parallel probe storage channels

[BibT_eX]

[DOI]

Oliver Hambrey

Oleg V. Zaboronski

CoRR, 2011

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

2008

Forward Message Passing Detector for Probe Storage.

[BibT_eX]

[DOI]