Ali Jannesari

Mohammad H. Nadimi-Shahraki

ACM Trans. Embed. Comput. Syst., 2021

A Shallow 1-D Convolution Neural Network for Fetal State Assessment Based on Cardiotocogram.

[BibT_eX]

[DOI]

Mehdi Fasihi

Ramakrishnan Sundareswaran

SN Comput. Sci., 2021

CLAWS: Contrastive Learning with hard Attention and Weak Supervision.

[BibT_eX]

[DOI]

Jansel Herrera-Gerena

John Just

Matthew J. Darr

CoRR, 2021

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Transfer Learning Approaches for Knowledge Discovery in Grid-based Geo-Spatiotemporal Data.

[BibT_eX]

[DOI]

CoRR, 2021

Adaptive Dynamic Pruning for Non-IID Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Interpretable UAV Collision Avoidance using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning.

[BibT_eX]

[DOI]

Sixing Yu

M. Reza HoseinyFarahabady

CoRR, 2021

Building representative and balanced datasets of OpenMP parallel regions.

[BibT_eX]

[DOI]

Proceedings of the 29th Euromicro International Conference on Parallel, 2021

A Learning-Based Scheduler for High Volume Processing in Data Warehouse Using Graph Neural Networks.

[BibT_eX]

[DOI]

Vivek Bengre

Mohammad Pivezhandi

Albert Y. Zomaya

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2021

Generating Context-Aware API Calls from Natural Language Description Using Neural Embeddings and Machine Translation.

[BibT_eX]

[DOI]

Hung Phan

Arushi Sharma

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle Avoidance.

[BibT_eX]

[DOI]

Jeremy Roghair

Amir Ehsan Niaraki Asli

Kyungtae Ko

Proceedings of the Intelligent Systems and Applications, 2021

DeepRace: A learning-based data race detector.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Software Testing, 2021

An Empirical Study of Parallelizing Test Execution Using CUDA Unified Memory and OpenMP GPU Offloading.

[BibT_eX]

[DOI]

Taghreed Bagies

Proceedings of the 14th IEEE International Conference on Software Testing, 2021

Auto Graph Encoder-Decoder for Neural Network Pruning.

[BibT_eX]

[DOI]

Sixing Yu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Auto Graph Encoder-Decoder for Model Compression and Network Acceleration.

[BibT_eX]

[DOI]

Sixing Yu

CoRR, 2020

HydroDeep - A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Static Neural Compiler Optimization via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Rahim Mammadli

Mohammad H. Nadimi-Shahraki

CoRR, 2020

Multi-Class Cardiovascular Diseases Diagnosis from Electrocardiogram Signals using 1-D Convolution Neural Network.

[BibT_eX]

[DOI]

Mehdi Fasihi

Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

Accelerating winograd convolutions using symbolic computation and meta-programming.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

Skipping Non-essential Instructions Makes Data-Dependence Profiling Faster.

[BibT_eX]

[DOI]

Nicolas Morew

M. Reza Hoseinyfarahabady

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Q-Flink: A QoS-Aware Controller for Apache Flink.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

The Art of Getting Deep Neural Networks in Shape.

[BibT_eX]

[DOI]

Rahim Mammadli

ACM Trans. Archit. Code Optim., 2019

A Simulation of UAV Power Optimization via Reinforcement Learning.

[BibT_eX]

[DOI]

Amir Ehsan Niaraki Asli

CoRR, 2019

DeepRace: Finding Data Race Bugs via Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Automatic Repair and Type Binding of Undeclared Variables using Neural Networks.

[BibT_eX]

[DOI]

Venkatesh Theru Mohan

CoRR, 2019

Efficient Object Detection Model for Real-Time UAV Applications.

[BibT_eX]

[DOI]

Subrahmanyam Vaddi

Chandan Kumar

M. Reza Hoseinyfarahabady

CoRR, 2019

Dissecting sequential programs for parallelization - An approach based on computational units.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2019

Real-Time Stream Data Processing at Scale.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

Dynamic Control of CPU Cap Allocations in Stream Processing and Data-Flow Platforms.

[BibT_eX]

[DOI]

M. Reza HoseinyFarahabady

Proceedings of the 18th IEEE International Symposium on Network Computing and Applications, 2019

Automatic construct selection and variable classification in OpenMP.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Supercomputing, 2019

Enhancing the Programmability and Performance Portability of GPU Tensor Operations.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

Accelerating Data-Dependence Profiling with Static Hints.

[BibT_eX]

[DOI]

Qamar Ilias

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

2018

Improving performance of transactional memory through machine learning.

[BibT_eX]

[DOI]

Yang Xiao

Thireshan Jeyakumaran

Ehsan Atoofian

Concurr. Comput. Pract. Exp., 2018

Unveiling Thread Communication Bottlenecks Using Hardware-Independent Metrics.

[BibT_eX]

[DOI]

Proceedings of the 47th International Conference on Parallel Processing, 2018

2017

Editorial of special issue on Software Engineering for Parallel Systems.

[BibT_eX]

[DOI]

J. Syst. Softw., 2017

Brief Announcement: Meeting the Challenges of Parallelizing Sequential Programs.

[BibT_eX]

[DOI]

Rohit Atre

Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures, 2017

Parallelizing Audio Analysis Applications - A Case Study.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering Education and Training Track, 2017

Boda: A Holistic Approach for Implementing Neural Network Computations.

[BibT_eX]

[DOI]

Matthew W. Moskewicz

Kurt Keutzer

Proceedings of the Computing Frontiers Conference, 2017

2016

Unveiling parallelization opportunities in sequential programs.

[BibT_eX]

[DOI]

J. Syst. Softw., 2016

Automatic Generation of Unit Tests for Correlated Variables in Parallel Programs.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2016

A Metaprogramming and Autotuning Framework for Deploying Deep Learning Applications.

[BibT_eX]

[DOI]

Matthew W. Moskewicz

Kurt Keutzer

CoRR, 2016

Improving Performance of Transactional Applications through Adaptive Transactional Memory.

[BibT_eX]

[DOI]

Thireshan Jeyakumaran

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Automatic Parallel Pattern Detection in the Algorithm Structure Design Space.

[BibT_eX]

[DOI]

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

2015

Resource and application-aware resource discovery in computing environments.

[BibT_eX]

[DOI]

J. Supercomput., 2015

Detection of High-Level Synchronization Anomalies in Parallel Programs.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2015

Workshop Preview of the 2nd International Workshop on Software for Parallel Systems (SEPS 2015).

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the 2015 ACM SIGPLAN International Conference on Systems, 2015

An Efficient Data-Dependence Profiler for Sequential and Parallel Programs.

[BibT_eX]

[DOI]

Zhen Li

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Combining Unit Tests for Data Race Detection.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/ACM International Workshop on Automation of Software Test, 2015

Characterizing Loop-Level Communication Patterns in Shared Memory.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Parallel Processing, 2015

Automatic Optimization of Software Transactional Memory Through Linear Regression and Decision Tree.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Beyond Data Parallelism: Identifying Parallel Tasks in Sequential Programs.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Fast Data-Dependence Profiling by Skipping Repeatedly Executed Memory Operations.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Dependence-Based Code Transformation for Coarse-Grained Parallelism.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Workshop on Code Optimisation for Multi and Many Cores, 2015

The Basic Building Blocks of Parallel Tasks.

[BibT_eX]

[DOI]

Rohit Atre

Proceedings of the 2015 International Workshop on Code Optimisation for Multi and Many Cores, 2015

2014

Library-Independent Data Race Detection.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Using Template Matching to Infer Parallel Design Patterns.

[BibT_eX]

[DOI]

Zia Ul Huda

ACM Trans. Archit. Code Optim., 2014

Generating Classified Parallel Unit Tests.

[BibT_eX]

[DOI]

Proceedings of the Tests and Proofs - 8th International Conference, 2014

SEPS 2014: first international workshop on software engineering for parallel systems.

[BibT_eX]

[DOI]

Proceedings of the SPLASH'14, 2014

2013

Automatic generation of parallel unit tests.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Automation of Software Test, 2013

Discovery of Potential Parallelism in Sequential Programs.

[BibT_eX]

[DOI]

Zhen Li

Proceedings of the 42nd International Conference on Parallel Processing, 2013

Detecting Correlation Violations and Data Races by Inferring Non-deterministic Reads.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Predicting Parallelization of Sequential Programs Using Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2011

Dynamic Data Race Detection for Correlated Variables.

[BibT_eX]

[DOI]

Markus Westphal-Furuya

Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

2010

Dynamic race detection in parallel programs.

[BibT_eX]

[DOI]

Ali Jannesari Ladani

PhD thesis, 2010

Identifying ad-hoc synchronization for enhanced race detection.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009

Parallelizing Bzip2: A Case Study in Multicore Software Engineering.

[BibT_eX]

[DOI]

Victor Pankratius

IEEE Softw., 2009

Helgrind+: An efficient dynamic race detector.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008

On-the-fly race detection in multi-threaded programs.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Parallel and Distributed Systems: Testing, 2008

Software engineering for multicore systems: an experience report.

[BibT_eX]

[DOI]

Victor Pankratius

Christoph A. Schaefer