Jaroslaw Zola

According to our database, Jaroslaw Zola authored at least 51 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

End-to-End Bayesian Networks Exact Learning in Shared Memory.

Subhadeep Karan, Zainul Abideen Sayed, Jaroslaw Zola

IEEE Trans. Parallel Distributed Syst., April, 2024

2023

Identifying Taxonomic Units in Metagenomic DNA Streams on Mobile Devices.

Vicky Zheng, Ahmet Erdem Sariyüce, Jaroslaw Zola

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Predicting the Impact of Batch Refactoring Code Smells on Application Resource Consumption.

Asif Imran, Tevfik Kosar, Jaroslaw Zola, Muhammed Fatih Bulut

CoRR, 2023

Coriolis: enabling metagenomic classification on lightweight mobile devices.

Andrew J. Mikalsen, Jaroslaw Zola

Bioinform., 2023

SCoOL - Scalable Common Optimization Library.

Zainul Abideen Sayed, Jaroslaw Zola

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

Parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC Systems.

Pawel Bratek, Lukasz Szustak, Jaroslaw Zola

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

2022

GraSPI: Extensible software for the graph-based quantification of morphology in organic electronics.

Devyani Jivani, Jaroslaw Zola, Baskar Ganapathysubramanian, Olga Wodo

SoftwareX, 2022

GreenABR: energy-aware adaptive bitrate streaming with deep reinforcement learning.

Bekir Oguzhan Turkkan, Ting Dai, Adithya Raman, Tevfik Kosar, Changyou Chen, Muhammed Fatih Bulut, Jaroslaw Zola, Daby Sow

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Counting Induced 6-Cycles in Bipartite Graphs.

Jason Niu, Jaroslaw Zola, Ahmet Erdem Sariyüce

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

Longitudinal K-means approaches to clustering and analyzing EHR opioid use trajectories for clinical subtypes.

Sarah Mullin, Jaroslaw Zola, Robert Lee, Jinwei Hu, Brianne Mackenzie, Arlen Brickman, Gabriel Anaya, Shyamashree Sinha, Angie Li, Peter L. Elkin

J. Biomed. Informatics, 2021

Graph-based Strategy for Establishing Morphology Similarity.

Namit Juneja, Jaroslaw Zola, Varun Chandola, Olga Wodo

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

Parallelization and Auto-scheduling of Data Access Queries in ML Workloads.

Pawel Bratek, Lukasz Szustak, Jaroslaw Zola

Proceedings of the Euro-Par 2021: Parallel Processing Workshops, 2021

2020

Learning Manifolds from Dynamic Process Data.

Frank Schoeneman, Varun Chandola, Nils Napp, Olga Wodo, Jaroslaw Zola

Algorithms, 2020

Efficient Execution of Dynamic Programming Algorithms on Apache Spark.

Mohammad Mahdi Javanmard, Zafar Ahmad, Jaroslaw Zola, Louis-Noël Pouchet, Rezaul Chowdhury, Robert J. Harrison

Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019

Performance of All-Pairs Shortest-Paths Solvers with Apache Spark.

Frank Schoeneman, Jaroslaw Zola

CoRR, 2019

Solving All-Pairs Shortest-Paths Problem in Large Graphs Using Apache Spark.

Frank Schoeneman, Jaroslaw Zola

Proceedings of the 48th International Conference on Parallel Processing, 2019

2018

Privacy Preserving Analytics on Distributed Medical Data.

Marina Blanton, Ah Reum Kang, Subhadeep Karan, Jaroslaw Zola

CoRR, 2018

Applications and Challenges of Real-time Mobile DNA Analysis.

Steven Y. Ko, Lauren Sassoubre, Jaroslaw Zola

Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications, 2018

Fast Counting in Machine Learning Applications.

Subhadeep Karan, Matthew Eichhorn, Blake Hurlburt, Grant Iraci, Jaroslaw Zola

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Scalable Manifold Learning for Big Data with Apache Spark.

Frank Schoeneman, Jaroslaw Zola

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Entropy-Isomap: Manifold Learning for High-dimensional Dynamic Processes.

Frank Schoeneman, Varun Chandola, Nils Napp, Olga Wodo, Jaroslaw Zola

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Error Metrics for Learning Reliable Manifolds from Streaming Data.

Frank Schoeneman, Suchismit Mahapatra, Varun Chandola, Nils Napp, Jaroslaw Zola

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Scalable Exact Parent Sets Identification in Bayesian Networks Learning with Apache Spark.

Subhadeep Karan, Jaroslaw Zola

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016

HiCOMB Introduction and Committees.

Srinivas Aluru, David A. Bader, Ananth Kalyanaraman, Jaroslaw Zola

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Exact structure learning of Bayesian networks by optimal path extension.

Subhadeep Karan, Jaroslaw Zola

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Parallel Framework for Dimensionality Reduction of Large-Scale Datasets.

Sai Kiranmayee Samudrala, Jaroslaw Zola, Srinivas Aluru, Baskar Ganapathysubramanian

Sci. Program., 2015

2014

Federated Computing for the Masses-Aggregating Resources to Tackle Large-Scale Engineering Problems.

Javier Diaz Montes, Yu Xie, Ivan Rodero, Jaroslaw Zola, Baskar Ganapathysubramanian, Manish Parashar

Comput. Sci. Eng., 2014

Constructing Similarity Graphs from Large-Scale Biological Sequence Collections.

Jaroslaw Zola

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Parallel Computing for Gene Networks Reverse Engineering.

Jaroslaw Zola

Proceedings of the Approaches in Integrative Bioinformatics - Towards the Virtual Cell, 2014

2013

Parallel globally optimal structure learning of Bayesian networks.

Olga Nikolova, Jaroslaw Zola, Srinivas Aluru

J. Parallel Distributed Comput., 2013

Large-Scale metagenomic sequence Clustering on Map-Reduce Clusters.

Xiao Yang, Jaroslaw Zola, Srinivas Aluru

J. Bioinform. Comput. Biol., 2013

HiCOMB Introduction.

Jaroslaw Zola, David A. Bader, Srinivas Aluru

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

BigLS - The 1^st International Workshop on Big Data in Life Sciences.

Ananth Kalyanaraman, Jaroslaw Zola

Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

2011

Systems Biology, Network Inference in.

Jaroslaw Zola, Srinivas Aluru

Proceedings of the Encyclopedia of Parallel Computing, 2011

Accelerating Pairwise Computations on Cell Processors.

Abhinav Sarje, Jaroslaw Zola, Srinivas Aluru

IEEE Trans. Parallel Distributed Syst., 2011

Parallel Metagenomic Sequence Clustering Via Sketching and Maximal Quasi-clique Enumeration on Map-Reduce Clouds.

Xiao Yang, Jaroslaw Zola, Srinivas Aluru

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

Parallel Information-Theory-Based Construction of Genome-Wide Gene Regulatory Networks.

Jaroslaw Zola, Maneesha Aluru, Abhinav Sarje, Srinivas Aluru

IEEE Trans. Parallel Distributed Syst., 2010

Pairwise Computations on the Cell Processor.

Abhinav Sarje, Jaroslaw Zola, Srinivas Aluru

Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

2009

Constructing Gene Regulatory Networks on Clusters of Cell Processors.

Jaroslaw Zola, Abhinav Sarje, Srinivas Aluru

Proceedings of the ICPP 2009, 2009

A parallel algorithm for exact Bayesian network inference.

Olga Nikolova, Jaroslaw Zola, Srinivas Aluru

Proceedings of the 16th International Conference on High Performance Computing, 2009

2008

Large-scale phylogenetic analysis on current HPC architectures.

Michael Ott, Jaroslaw Zola, Srinivas Aluru, Andrew D. Johnson, Daniel Janies, Alexandros Stamatakis

Sci. Program., 2008

Parallel Information Theory Based Construction of Gene Regulatory Networks.

Jaroslaw Zola, Maneesha Aluru, Srinivas Aluru

Proceedings of the High Performance Computing, 2008

2007

Large-scale maximum likelihood-based phylogenetic analysis on the IBM BlueGene/L.

Michael Ott, Jaroslaw Zola, Alexandros Stamatakis, Srinivas Aluru

Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

PARALLEL-TCOFFEE: A parallel multiple sequence aligner.

Jaroslaw Zola, Xiao Yang, Adrian Rospondek, Srinivas Aluru

Proceedings of the ISCA 20th International Conference on Parallel and Distributed Computing Systems, 2007

Multiple Sequence Alignment and Phylogenetic Inference.

Denis Trystram, Jaroslaw Zola

Proceedings of the Grid Computing for Bioinformatics and Computational Biology, 2007

2006

Large scale multiple sequence alignment with simultaneous phylogeny inference.

Gilles Parmentier, Denis Trystram, Jaroslaw Zola

J. Parallel Distributed Comput., 2006

Parallel multiple sequence alignment with local phylogeny search by simulated annealing.

Jaroslaw Zola, Denis Trystram, Andrei Tchernykh, Carlos A. Brizuela

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

2005

Parallel Multiple Sequence Alignment with Decentralized Cache Support.

Denis Trystram, Jaroslaw Zola

Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

2004

Cache-Based Parallelization of Multiple Sequence Alignment Problem.

Gilles Parmentier, Denis Trystram, Jaroslaw Zola

Proceedings of the Euro-Par 2004 Parallel Processing, 2004

CaLi, Efficient Library for Cache Implementation.

Jaroslaw Zola

Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

2001

EPL-Julia the High-Performance Library for Evolutionary Computations.

Jaroslaw Zola, Roman Wyrzykowski

Proceedings of the Parallel Processing and Applied Mathematics, 2001