2025
MCMC for Bayesian estimation of Differential Privacy from Membership Inference Attacks.
CoRR, April, 2025
SUperman: Efficient Permanent Computation on GPUs.
CoRR, February, 2025
DiFuseR: a distributed sketch-based influence maximization algorithm for GPUs.
J. Supercomput., January, 2025
Fully-Automated Code Generation for Efficient Computation of Sparse Matrix Permanents on GPUs.
CoRR, January, 2025
Distributed landmark labeling for social networks.
J. Parallel Distributed Comput., 2025
2024
Fast and error-adaptive influence maximization based on Count-Distinct sketches.
Inf. Sci., January, 2024
A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science.
CoRR, 2024
Approximating Spanning Centrality with Random Bouquets.
CoRR, 2024
P-MoVE: Performance Monitoring and Visualization with Encoded Knowledge.
Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024
2023
Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331).
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Dagstuhl Reports, 2023
Open Problems in (Hyper)Graph Decomposition.
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CoRR, 2023
Special issue on High-Performance Computing Conference (BASARIM 2022).
Concurr. Comput. Pract. Exp., 2023
Solving Navier-Stokes Equations With Mixed Equation Physics Informed Neural Networks.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
2022
Boosting Graph Embedding on a Single GPU.
IEEE Trans. Parallel Distributed Syst., 2022
Scaling matrices and counting the perfect matchings in graphs.
Discret. Appl. Math., 2022
Machine learning-based load distribution and balancing in heterogeneous database management systems.
Concurr. Comput. Pract. Exp., 2022
Mixed and Multi-Precision SpMV for GPUs with Row-wise Precision Selection.
Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022
Fast and High-Quality Influence Maximization on Multiple GPUs.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
Degree-Aware Kernels for Computing Jaccard Weights on GPUs.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
2021
Boosting Parallel Influence-Maximization Kernels for Undirected Networks With Fusing and Vectorization.
IEEE Trans. Parallel Distributed Syst., 2021
Synchronizing billion-scale automata.
Inf. Sci., 2021
Boosting expensive synchronizing heuristics.
Expert Syst. Appl., 2021
ML with HE: Privacy Preserving Machine Learning Inferences for Genome Studies.
CoRR, 2021
A Bloom Filter Survey: Variants for Different Domain Applications.
CoRR, 2021
Streaming Hypergraph Partitioning Algorithms on Limited Memory Environments.
CoRR, 2021
Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques.
Proceedings of the IECON 2021, 2021
2020
Multicore and manycore parallelization of cheap synchronizing sequence heuristics.
J. Parallel Distributed Comput., 2020
Vertex Ordering Algorithms for Graph Coloring Problem.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
GOSH: Embedding Big Graphs on Small Hardware.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020
Differentially Private Frequency Sketches for Intermittent Queries on Large Data Streams.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Understanding Coarsening for Embedding Large-Scale Graphs.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Karp-Sipser based kernels for bipartite graph matching.
Proceedings of the Symposium on Algorithm Engineering and Experiments, 2020
2019
CHiP: A Configurable Hybrid Parallel Covering Array Constructor.
IEEE Trans. Software Eng., 2019
Multilevel Algorithms for Acyclic Partitioning of Directed Acyclic Graphs.
SIAM J. Sci. Comput., 2019
Parallel algorithms for computing sparse matrix permanents.
Turkish J. Electr. Eng. Comput. Sci., 2019
A framework for parallel second order incremental optimization algorithms for solving partially separable problems.
Comput. Optim. Appl., 2019
Effective Heuristics for Matchings in Hypergraphs.
Proceedings of the Analysis of Experimental Algorithms - Special Event, 2019
Using Synchronizing Heuristics to Construct Homing Sequences.
Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development, 2019
One Table to Count Them All: Parallel Frequency Estimation on Single-Board Computers.
Proceedings of the Euro-Par 2019: Parallel Processing, 2019
2018
A resource provisioning framework for bioinformatics applications in multi-cloud environments.
Future Gener. Comput. Syst., 2018
Synchronizing heuristics: Speeding up the fastest.
Expert Syst. Appl., 2018
A generic Private Information Retrieval scheme with parallel multi-exponentiations on multicore processors.
Concurr. Comput. Pract. Exp., 2018
Optimally bipartitioning sparse matrices with reordering and parallelization.
Concurr. Comput. Pract. Exp., 2018
Approximation algorithms for maximum matchings in undirected graphs.
Proceedings of the Eighth SIAM Workshop on Combinatorial Scientific Computing, 2018
Synchronizing Heuristics for Weakly Connected Automata with Various Topologies.
Proceedings of the Model-Driven Engineering and Software Development, 2018
Using Structure of Automata for Faster Synchronizing Heuristics.
Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018
Enumerator: An Efficient Approach for Enumerating all Valid t-tuples.
Proceedings of the 2018 IEEE International Conference on Software Testing, 2018
2017
Graph Manipulations for Fast Centrality Computation.
ACM Trans. Knowl. Discov. Data, 2017
Greed is Good: Optimistic Algorithms for Bipartite-Graph Partial Coloring on Multicore Architectures.
CoRR, 2017
A New Method for Computational Private Information Retrieval.
Comput. J., 2017
An Approach for Choosing the Best Covering Array Constructor to Use.
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017
Synchronizing Heuristics: Speeding up the Slowest.
Proceedings of the Testing Software and Systems, 2017
Parallelized Preconditioned Model Building Algorithm for Matrix Factorization.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017
Greed Is Good: Parallel Algorithms for Bipartite-Graph Partial Coloring on Multicore Architectures.
Proceedings of the 46th International Conference on Parallel Processing, 2017
Acyclic Partitioning of Large Directed Acyclic Graphs.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
2016
A CRT-based verifiable secret sharing scheme secure against unbounded adversaries.
Secur. Commun. Networks, 2016
Multilevel Threshold Secret and Function Sharing based on the Chinese Remainder Theorem.
CoRR, 2016
On the Relationship of Inconsistent Software Clones and Faults: An Empirical Study.
Proceedings of the IEEE 23rd International Conference on Software Analysis, 2016
Parallelizing Heuristics for Generating Synchronizing Sequences.
Proceedings of the Testing Software and Systems, 2016
Hiding Access Patterns in Range Queries Using Private Information Retrieval and ORAM.
Proceedings of the Financial Cryptography and Data Security, 2016
Using Hypergraph Clustering for Software Architecture Reconstruction of Data-Tier Software.
Proceedings of the Software Architecture - 10th European Conference, 2016
2015
Incremental closeness centrality in distributed memory.
Parallel Comput., 2015
Regularizing graph centrality computations.
J. Parallel Distributed Comput., 2015
Two approximation algorithms for bipartite matching on multicore architectures.
J. Parallel Distributed Comput., 2015
Hypergraph partitioning for multiple communication cost metrics: Model and methods.
J. Parallel Distributed Comput., 2015
Fast and High Quality Topology-Aware Task Mapping.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015
MICA: MicroRNA integration for active module discovery.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2014
Diversifying Citation Recommendations.
ACM Trans. Intell. Syst. Technol., 2014
Sharing DSS by the Chinese Remainder Theorem.
J. Comput. Appl. Math., 2014
Hardware/Software Vectorization for Closeness Centrality on Multi-/Many-Core Architectures.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Bipartite Matching Heuristics with Quality Guarantees on Shared Memory Parallel Computers.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014
Extracting Maximal Exact Matches on GPU.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
2013
Fast recommendation on bibliographic networks with sparse-matrix ordering and partitioning.
Soc. Netw. Anal. Min., 2013
Constructing Elimination Trees for Sparse Unsymmetric Matrices.
SIAM J. Matrix Anal. Appl., 2013
Incremental Algorithms for Network Management and Analysis based on Closeness Centrality
CoRR, 2013
Push-relabel based algorithms for the maximum transversal problem.
Comput. Oper. Res., 2013
Diversified recommendation on graphs: pitfalls, measures, and algorithms.
Proceedings of the 22nd International World Wide Web Conference, 2013
Shattering and Compressing Networks for Betweenness Centrality.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Performance Evaluation of Sparse Matrix Multiplication Kernels on Intel Xeon Phi.
Proceedings of the Parallel Processing and Applied Mathematics, 2013
Analysis of Partitioning Models and Metrics in Parallel Sparse Matrix-Vector Multiplication.
Proceedings of the Parallel Processing and Applied Mathematics, 2013
TheAdvisor: a webservice for academic recommendation.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013
A Push-Relabel-Based Maximum Cardinality Bipartite Matching Algorithm on GPUs.
Proceedings of the 42nd International Conference on Parallel Processing, 2013
Hypergraph Sparsification and Its Application to Partitioning.
Proceedings of the 42nd International Conference on Parallel Processing, 2013
GPU Accelerated Maximum Cardinality Matching Algorithms for Bipartite Graphs.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013
STREAMER: A distributed framework for incremental closeness centrality computation.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Incremental algorithms for closeness centrality.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
PRASE: PageRank-based Active Subnetwork Extraction.
Proceedings of the ACM Conference on Bioinformatics, 2013
Masher: Mapping Long(er) Reads with Hash-based Genome Indexing on GPUs.
Proceedings of the ACM Conference on Bioinformatics, 2013
Towards a personalized, scalable, and exploratory academic recommendation service.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Betweenness centrality on GPUs and heterogeneous architectures.
Proceedings of the 6th Workshop on General Purpose Processor Using Graphics Processing Units, 2013
2012
Merging network patterns: a general framework to summarize biomedical network data.
Netw. Model. Anal. Health Informatics Bioinform., 2012
Shattering and Compressing Networks for Centrality Analysis
CoRR, 2012
Recommendation on Academic Networks using Direction Aware Citation Analysis
CoRR, 2012
Multithreaded Clustering for Multi-level Hypergraph Partitioning.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
On Shared-Memory Parallelization of a Sparse Matrix Scaling Algorithm.
Proceedings of the 41st International Conference on Parallel Processing, 2012
A partitioning-based divisive clustering technique for maximizing the modularity.
Proceedings of the Graph Partitioning and Graph Clustering, 2012
UMPa: A multi-objective, multi-level partitioner for communication minimization.
Proceedings of the Graph Partitioning and Graph Clustering, 2012
Microarray vs. RNA-Seq: a comparison for active subnetwork discovery.
Proceedings of the ACM International Conference on Bioinformatics, 2012
Fast Recommendation on Bibliographic Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Design, implementation, and analysis of maximum transversal algorithms.
ACM Trans. Math. Softw., 2011
Integrated data placement and task assignment for scientific workflows in clouds.
Proceedings of the DIDC'11, 2011
On Partitioning Problems with Complex Objectives.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011
2010
Efficient broadcast encryption with user profiles.
Inf. Sci., 2010
Secret Sharing Extensions based on the Chinese Remainder Theorem.
IACR Cryptol. ePrint Arch., 2010
2009
Threshold cryptography with Chinese remainder theorem (Çin kalan teoremi\'ne dayalı eşik kriptografisi)
PhD thesis, 2009
Exact Algorithms for a Task Assignment Problem.
Parallel Process. Lett., 2009
Optimal subset-difference broadcast encryption with free riders.
Inf. Sci., 2009
Practical Threshold Signatures with Linear Secret Sharing Schemes.
Proceedings of the Progress in Cryptology, 2009
2008
A Verifiable Secret Sharing Scheme Based on the Chinese Remainder Theorem.
Proceedings of the Progress in Cryptology, 2008
Robust Threshold Schemes Based on the Chinese Remainder Theorem.
Proceedings of the Progress in Cryptology, 2008
2007
Heuristics for scheduling file-sharing tasks on heterogeneous systems with distributed repositories.
J. Parallel Distributed Comput., 2007
Threshold cryptography based on Asmuth-Bloom secret sharing.
Inf. Sci., 2007
2006
Iterative-Improvement-Based Heuristics for Adaptive Scheduling of Tasks Sharing Files on Heterogeneous Master-Slave Environments.
IEEE Trans. Parallel Distributed Syst., 2006
Task assignment in heterogeneous computing systems.
J. Parallel Distributed Comput., 2006
Threshold Cryptography Based on Asmuth-Bloom Secret Sharing.
Proceedings of the Computer and Information Sciences, 2006
Capture Resilient ElGamal Signature Protocols.
Proceedings of the Computer and Information Sciences, 2006