Sheng Di

Jon C. Calhoun

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Accelerating Parallel Applications in Cloud Platforms via Adaptive Time-Slice Control.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Online data analysis and reduction: An important Co-design motif for extreme-scale computers.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2021

cuSZ(x): Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs.

[BibT_eX]

[DOI]

CoRR, 2021

Productive and Performant Generic Lossy Data Compression with LibPressio.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

Resilient error-bounded lossy compressor for data transfer.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation.

[BibT_eX]

[DOI]

Kai Zhao

Thierry-Laurent D. Tonellot

Maxim Dmitriev

Zizhong Chen

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Towards Combining Error-bounded Lossy Compression and Cryptography for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Optimizing Multi-Range based Error-Bounded Lossy Compression for Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

Sentiment Analysis based Error Detection for Large-Scale Systems.

[BibT_eX]

[DOI]

Khalid Ayedh Alharthi

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

cuZ-Checker: A GPU-Based Ultra-Fast Assessment System for Lossy Compressions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Accelerating DNN Architecture Search at Scale Using Selective Weight Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Exploring Autoencoder-based Error-bounded Compression for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Improving Lossy Compression for SZ by Exploring the Best-Fit Lossless Compression Techniques.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Performance Optimization for Relative-Error-Bounded Lossy Compression on Scientific Data.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

SDC Resilient Error-bounded Lossy Compressor.

[BibT_eX]

[DOI]

CoRR, 2020

Algorithm-Based Fault Tolerance for Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Fulfilling the Promises of Lossy Compression for Scientific Applications.

[BibT_eX]

[DOI]

Ali Murat Gok

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020

FRaZ: A Generic High-Fidelity Fixed-Ratio Lossy Compression Framework for Scientific Floating-point Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Significantly Improving Lossy Compression for HPC Datasets with Second-Order Prediction and Parameter Optimization.

[BibT_eX]

[DOI]

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2020

SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Toward Feature-Preserving 2D and 3D Vector Field Compression.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Efficient Lossy Compression for Scientific Data Based on Pointwise Relative Error Bound.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Exploring Properties and Correlations of Fatal Events in a Large-Scale HPC System.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Z-checker: A framework for assessing lossy compression of scientific data.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2019

Use cases of lossy compression for floating-point data in scientific data sets.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2019

Full-state quantum circuit simulation by using data compression.

[BibT_eX]

[DOI]

Xin-Chuan Wu

Emma Maitreyee Dasgupta

Proceedings of the International Conference for High Performance Computing, 2019

Significantly improving lossy compression quality based on an optimized hybrid prediction model.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

FT-iSort: efficient fault tolerance for introsort.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

Accelerating Relative-error Bounded Lossy Compression for HPC datasets with Precomputation-Based Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the 35th Symposium on Mass Storage Systems and Technologies, 2019

DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression.

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Characterizing and Understanding HPC Job Failures Over The 2K-Day Life of IBM BlueGene/Q System.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

Dynamic Resource Scheduling in Mobile Edge Cloud with Cloud Radio Access Network.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Optimization of Error-Bounded Lossy Compression for Hard-to-Compress HPC Data.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Frog: Asynchronous Graph Processing on GPU with Hybrid Coloring Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Exploring the capabilities of support vector machines in detecting silent data corruptions.

[BibT_eX]

[DOI]

Omer Subasi

Sriram Krishnamoorthy

Sustain. Comput. Informatics Syst., 2018

Memory-Efficient Quantum Circuit Simulation by Using Lossy Data Compression.

[BibT_eX]

[DOI]

CoRR, 2018

Amplitude-Aware Lossy Compression for Quantum Circuit Simulation.

[BibT_eX]

[DOI]

CoRR, 2018

Parallel Partial Reduction for Large-Scale Data Analysis and Visualization.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Symposium on Large Data Analysis and Visualization, 2018

Improving performance of iterative methods by lossy checkponting.

[BibT_eX]

[DOI]

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

La VALSE: Scalable Log Visualization for Fault Characterization in Supercomputers.

[BibT_eX]

[DOI]

Proceedings of the 18th Eurographics Symposium on Parallel Graphics and Visualization, 2018

Coupling Exascale Multiphysics Applications: Methods and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on e-Science, 2018

Fixed-PSNR Lossy Compression for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

PaSTRI: Error-Bounded Lossy Compression for Two-Electron Integrals in Quantum Chemistry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets.

[BibT_eX]

[DOI]

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

Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation Data.

[BibT_eX]

[DOI]

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

2017

ACStor: Optimizing Access Performance of Virtual Disk Images in Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Toward an Optimal Online Checkpoint Solution under a Two-Level HPC Checkpoint Model.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Toward General Software Level Silent Data Corruption Detection for Parallel Applications.

[BibT_eX]

[DOI]

Zhiling Lan

IEEE Trans. Parallel Distributed Syst., 2017

Exploration of Pattern-Matching Techniques for Lossy Compression on Cosmology Simulation Data Sets.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2017

Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization.

[BibT_eX]

[DOI]

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

Maximizing the Profit of Cloud Broker with Priority Aware Pricing.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Understanding and Improving the Trust in Results of Numerical Simulations and Scientific Data Analytics.

[BibT_eX]

[DOI]

Rinku Gupta

Emil M. Constantinescu

Thomas Peterka

Stefan M. Wild

Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

MACORD: Online Adaptive Machine Learning Framework for Silent Error Detection.

[BibT_eX]

[DOI]

Sriram Krishnamoorthy

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

LogAider: A tool for mining potential correlations of HPC log events.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

In-depth exploration of single-snapshot lossy compression techniques for N-body simulations.

[BibT_eX]

[DOI]

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

2016

Adaptive Impact-Driven Detection of Silent Data Corruption for HPC Applications.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Dynamic resource scheduling in cloud radio access network with mobile cloud computing.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

Dynamic Acceleration of Parallel Applications in Cloud Platforms by Adaptive Time-Slice Control.

[BibT_eX]

[DOI]

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

Fast Error-Bounded Lossy HPC Data Compression with SZ.

[BibT_eX]

[DOI]

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

Exploring Partial Replication to Improve Lightweight Silent Data Corruption Detection for HPC Applications.

[BibT_eX]

[DOI]

Zhiling Lan

Proceedings of the Euro-Par 2016: Parallel Processing, 2016

Spatial Support Vector Regression to Detect Silent Errors in the Exascale Era.

[BibT_eX]

[DOI]

Omer Subasi

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015

Synchronization-Aware Scheduling for Virtual Clusters in Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Towards Optimized Fine-Grained Pricing of IaaS Cloud Platform.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2015

Optimization of Composite Cloud Service Processing with Virtual Machines.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

GloudSim: Google trace based cloud simulator with virtual machines.

[BibT_eX]

[DOI]

Softw. Pract. Exp., 2015

Optimization of asynchronous graph processing on GPU with hybrid coloring model.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015

Lightweight Silent Data Corruption Detection Based on Runtime Data Analysis for HPC Applications.

[BibT_eX]

[DOI]

Leonardo Arturo Bautista-Gomez

Zhiling Lan

Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

An Efficient Silent Data Corruption Detection Method with Error-Feedback Control and Even Sampling for HPC Applications.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014

Characterizing and modeling cloud applications/jobs on a Google data center.

[BibT_eX]

[DOI]

J. Supercomput., 2014

Adaptive Algorithm for Minimizing Cloud Task Length with Prediction Errors.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2014

Google hostload prediction based on Bayesian model with optimized feature combination.

[BibT_eX]

[DOI]

Walfredo Cirne

J. Parallel Distributed Comput., 2014

Optimization of a Multilevel Checkpoint Model with Uncertain Execution Scales.

[BibT_eX]

[DOI]

Leonardo Arturo Bautista-Gomez

Proceedings of the International Conference for High Performance Computing, 2014

Optimization of Multi-level Checkpoint Model for Large Scale HPC Applications.

[BibT_eX]

[DOI]

Leonardo Arturo Bautista-Gomez

Mohamed-Slim Bouguerra

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Communication-driven scheduling for virtual clusters in cloud.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

GIRAFFE: A scalable distributed coordination service for large-scale systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013

Error-Tolerant Resource Allocation and Payment Minimization for Cloud System.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

Dynamic Optimization of Multiattribute Resource Allocation in Self-Organizing Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

Ex-post efficient resource allocation for Self-organizing Cloud.

[BibT_eX]

[DOI]

Ling Chen

Comput. Electr. Eng., 2013

Optimization of cloud task processing with checkpoint-restart mechanism.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

Optimization and stabilization of composite service processing in a cloud system.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

Characterizing Cloud Applications on a Google Data Center.

[BibT_eX]

[DOI]

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

Minimization of cloud task execution length with workload prediction errors.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Towards Payment-Bound Analysis in Cloud Systems with Task-Prediction Errors.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012

Decentralized proactive resource allocation for maximizing throughput of P2P Grid.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2012

Host load prediction in a Google compute cloud with a Bayesian model.

[BibT_eX]

[DOI]

Walfredo Cirne

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Characterization and Comparison of Cloud versus Grid Workloads.

[BibT_eX]

[DOI]

Walfredo Cirne

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011

Optimal divisible resource allocation for self-organizing cloud

[BibT_eX]

[DOI]

PhD thesis, 2011

Defeating Network Jitter for Virtual Machines.

[BibT_eX]

[DOI]

Luwei Cheng

Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

WAVNet: Wide-Area Network Virtualization Technique for Virtual Private Cloud.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Processing, 2011

Probabilistic Best-Fit Multi-dimensional Range Query in Self-Organizing Cloud.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Processing, 2011

Social-optimized win-win resource allocation for Self-organizing Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011

2010

Dual-Phase Just-in-Time Workflow Scheduling in P2P Grid Systems.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Parallel Processing, 2010

Conflict-minimizing dynamic load balancing for P2P desktop Grid.

[BibT_eX]

[DOI]

Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

2008

A Semantic Double-Buffer Based Approach to Enhance Semantic Web Search.

[BibT_eX]

[DOI]

Ling Chen

Hai Jin

Proceedings of the Second International Conference on the Digital Society (ICDS 2008), 2008

2007

Efficient Time Series Data Classification and Compression in Distributed Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

A Composite-Service Authorization Prediction Platform for Grid Environment.

[BibT_eX]

[DOI]

Chuanjiang Yi

Hai Jin