Bingsheng He

Lizhe Wang

Future Gener. Comput. Syst., February, 2024

uBlade: Efficient Batch Processing for Uncertainty Graph Queries.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2024

Aggressive Post-Training Compression on Extremely Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

MegaAgent: A Practical Framework for Autonomous Cooperation in Large-Scale LLM Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2024

A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading.

[BibT_eX]

[DOI]

CoRR, 2024

BuffGraph: Enhancing Class-Imbalanced Node Classification via Buffer Nodes.

[BibT_eX]

[DOI]

CoRR, 2024

Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

ModelGo: A Practical Tool for Machine Learning License Analysis.

[BibT_eX]

[DOI]

Moming Duan

Proceedings of the ACM on Web Conference 2024, 2024

Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing.

[BibT_eX]

[DOI]

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Practical Hybrid Gradient Compression for Federated Learning Systems.

[BibT_eX]

[DOI]

Sixu Hu

Linshan Jiang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Partitioning Message Passing for Graph Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks.

[BibT_eX]

[DOI]

Zhaomin Wu

Junyi Hou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

EX-Graph: A Pioneering Dataset Bridging Ethereum and X.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Effective and Efficient Federated Tree Learning on Hybrid Data.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Exploiting Label Skews in Federated Learning with Model Concatenation.

[BibT_eX]

[DOI]

Yiqun Diao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., December, 2023

HongTu: Scalable Full-Graph GNN Training on Multiple GPUs.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., September, 2023

Welcome.

[BibT_eX]

[DOI]

Flora D. Salim

Ken-ichi Kawarabayashi

Commun. ACM, July, 2023

NIOT: A Novel Inference Optimization of Transformers on Modern CPUs.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., June, 2023

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

Efficient Decomposition Selection for Multi-class Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

A rank-two relaxed parallel splitting version of the augmented Lagrangian method with step size in (0,2) for separable convex programming.

[BibT_eX]

[DOI]

Math. Comput., February, 2023

FEBench: A Benchmark for Real-Time Relational Data Feature Extraction.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Parallel Colorful h-star Core Maintenance in Dynamic Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

DeltaBoost: Gradient Boosting Decision Trees with Efficient Machine Unlearning.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

LightRW: FPGA Accelerated Graph Dynamic Random Walks.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading).

[BibT_eX]

[DOI]

CoRR, 2023

Efficient Heterogeneous Graph Learning via Random Projection.

[BibT_eX]

[DOI]

Jun Hu

Bryan Hooi

CoRR, 2023

Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining.

[BibT_eX]

[DOI]

CoRR, 2023

ETGraph: A Pioneering Dataset Bridging Ethereum and Twitter.

[BibT_eX]

[DOI]

CoRR, 2023

FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs.

[BibT_eX]

[DOI]

CoRR, 2023

AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2023

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FedTree: A Federated Learning System For Trees.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Practical Edge Kernels for Integer-Only Vision Transformers Under Post-training Quantization.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Real Time Index and Search Across Large Quantities of GNN Experts for Low Latency Online Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Communication-Efficient Generalized Neuron Matching for Federated Learning.

[BibT_eX]

[DOI]

Sixu Hu

Proceedings of the 52nd International Conference on Parallel Processing, 2023

Adversarial Collaborative Learning on Non-IID Features.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Towards Addressing Label Skews in One-Shot Federated Learning.

[BibT_eX]

[DOI]

Yiqun Diao

Benjamin Chen Ming Choong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Leveraging Data Density and Sparsity for Efficient SVM Training on GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

A Generalized Primal-Dual Algorithm with Improved Convergence Condition for Saddle Point Problems.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., September, 2022

The Serverless Computing Survey: A Technical Primer for Design Architecture.

[BibT_eX]

[DOI]

ACM Comput. Surv., January, 2022

Payment behavior prediction on shared parking lots with TR-GCN.

[BibT_eX]

[DOI]

VLDB J., 2022

ThunderGP: Resource-Efficient Graph Processing Framework on FPGAs with HLS.

[BibT_eX]

[DOI]

ACM Trans. Reconfigurable Technol. Syst., 2022

Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Parallel and Distributed Structured SVM Training.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A High-Performance Index for Real-Time Matrix Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

A Structure-Aware Storage Optimization for Out-of-Core Concurrent Graph Processing.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

A Stack-Centric Processing Model for Iterative Processing.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Efficient Load-Balanced Butterfly Counting on GPU.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

An In-Depth Study of Continuous Subgraph Matching.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

RapidFlow: An Efficient Approach to Continuous Subgraph Matching.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Spade: A Real-Time Fraud Detection Framework on Evolving Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems.

[BibT_eX]

[DOI]

J. Syst. Archit., 2022

On Convergence of the Arrow-Hurwicz Method for Saddle Point Problems.

[BibT_eX]

[DOI]

Shengjie Xu

J. Math. Imaging Vis., 2022

Privacy-preserving workflow scheduling in geo-distributed data centers.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2022

Spade: A Real-Time Fraud Detection Framework on Evolving Graphs (Complete Version).

[BibT_eX]

[DOI]

CoRR, 2022

Practical Vertical Federated Learning with Unsupervised Representation Learning.

[BibT_eX]

[DOI]

Zhaomin Wu

CoRR, 2022

An In-Depth Study of Continuous Subgraph Matching (Complete Version).

[BibT_eX]

[DOI]

CoRR, 2022

A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs.

[BibT_eX]

[DOI]

CoRR, 2022

A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning.

[BibT_eX]

[DOI]

Zhaomin Wu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Dynamic Graph Segmentation for Deep Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

TDGraph: a topology-driven accelerator for high-performance streaming graph processing.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks.

[BibT_eX]

[DOI]

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

Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Federated Learning on Non-IID Data Silos: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

A System for Time Series Feature Extraction in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Micro-architectural Analysis of OLAP Systems on Persistent Memory.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

Fine-Grained Multi-Query Stream Processing on Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Understanding and Optimizing Conjunctive Predicates Under Memory-Efficient Storage Layouts.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

HGP4CNN: an efficient parallelization framework for training convolutional neural networks on modern GPUs.

[BibT_eX]

[DOI]

J. Supercomput., 2021

LargeGraph: An Efficient Dependency-Aware GPU-Accelerated Large-Scale Graph Processing.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2021

ThunderRW: An In-Memory Graph Random Walk Engine.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Optimizing An In-memory Database System For AI-powered On-line Decision Augmentation Using Persistent Memory.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Database Systems on GPUs.

[BibT_eX]

[DOI]

Shengliang Lu

Found. Trends Databases, 2021

VColor*: a practical approach for coloring large graphs.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

ThunderRW: An In-Memory Graph Random Walk Engine (Complete Version).

[BibT_eX]

[DOI]

CoRR, 2021

DBL: Efficient Reachability Queries on Dynamic Graphs (Complete Version).

[BibT_eX]

[DOI]

CoRR, 2021

A parallel splitting ALM-based algorithm for separable convex programming.

[BibT_eX]

[DOI]

Shengjie Xu

Comput. Optim. Appl., 2021

GPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Cache-Efficient Fork-Processing Patterns on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Efficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Parallelizing Intra-Window Join on Multicores: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

LCCG: a locality-centric hardware accelerator for high throughput of concurrent graph processing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Enhancing SVMs with Problem Context Aware Pipeline.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Challenges and Opportunities of Building Fast GBDT Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Practical One-Shot Federated Learning for Cross-Silo Setting.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

ThundeRiNG: generating multiple independent random number sequences on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Gengar: An RDMA-based Distributed Hybrid Memory Pool.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

TransMask: A Compact and Fast Speech Separation Model Based on Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

ThunderGP: HLS-based Graph Processing Framework on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

DBL: Efficient Reachability Queries on Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Skew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Model-Contrastive Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

From Community Search to Community Understanding: A Multimodal Community Query Engine.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Cost-Aware Partitioning for Efficient Large Graph Processing in Geo-Distributed Datacenters.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

gMig: Efficient vGPU Live Migration with Overlapped Software-Based Dirty Page Verification.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Adaptive Kernel Value Caching for SVM Training.

[BibT_eX]

[DOI]

Zeyi Wen

IEEE Trans. Neural Networks Learn. Syst., 2020

Performance Modeling and Directives Optimization for High-Level Synthesis on FPGA.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Accelerating Generative Neural Networks on Unmodified Deep Learning Processors - A Software Approach.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

Object-Level Memory Allocation and Migration in Hybrid Memory Systems.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

AsynGraph: Maximizing Data Parallelism for Efficient Iterative Graph Processing on GPUs.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2020

RapidMatch: A Holistic Approach to Subgraph Query Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Accelerating Exact Constrained Shortest Paths on GPUs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

G3: When Graph Neural Networks Meet Parallel Graph Processing Systems on GPUs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

ThunderGBM: Fast GBDTs and Random Forests on GPUs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

Revisiting hash join on graphics processors: a decade later.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2020

A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2020

Model-Agnostic Round-Optimal Federated Learning via Knowledge Transfer.

[BibT_eX]

[DOI]

CoRR, 2020

Optimally linearizing the alternating direction method of multipliers for convex programming.

[BibT_eX]

[DOI]

Feng Ma

Comput. Optim. Appl., 2020

FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

GPU-Accelerated Subgraph Enumeration on Partitioned Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

GAZEV: GAN-Based Zero-Shot Voice Conversion Over Non-Parallel Speech Corpus.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Towards Concurrent Stateful Stream Processing on Multicore Processors.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

PA-Tree: Polled-Mode Asynchronous B+ Tree for NVMe.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Maxson: Reduce Duplicate Parsing Overhead on Raw Data.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Energy Efficient In-memory Integer Multiplication Based on Racetrack Memory.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

GradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

Poet: an Interactive Spatial Query Processing System in Grab.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

ByteSeries: an in-memory time series database for large-scale monitoring systems.

[BibT_eX]

[DOI]

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

Is FPGA Useful for Hash Joins?

[BibT_eX]

[DOI]

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

Privacy-Preserving Gradient Boosting Decision Trees.

[BibT_eX]

[DOI]

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

Practical Federated Gradient Boosting Decision Trees.

[BibT_eX]

[DOI]

Zeyi Wen

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

2019

Big Data and Exascale Computing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Search and Query Accelerators.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

GPU-Based Hardware Platforms.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Storage Technologies for Big Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Emerging Hardware Technologies.

[BibT_eX]

[DOI]

Xuntao Cheng

Cheng Liu

Proceedings of the Encyclopedia of Big Data Technologies., 2019

An Adaptive Efficiency-Fairness Meta-Scheduler for Data-Intensive Computing.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Fairness-Efficiency Allocation of CPU-GPU Heterogeneous Resources.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

IEEE Trans. Parallel Distributed Syst., 2019

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2019

Efficient Multi-Class Probabilistic SVMs on GPUs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Towards Declarative and Data-Centric Virtual Machine Image Management in IaaS Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2019

Guest Editors' Introduction: Special Issue on Big Data Systems on Emerging Architectures.

[BibT_eX]

[DOI]

Teddy Sison David Wenceslao

Yunji Chen

Jingren Zhou

IEEE Trans. Big Data, 2019

Supporting Superpages and Lightweight Page Migration in Hybrid Memory Systems.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2019

Hardware-Conscious Stream Processing: A Survey.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

A Survey on Graph Processing Accelerators: Challenges and Opportunities.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection.

[BibT_eX]

[DOI]

CoRR, 2019

Scaling Stream Processing with Transactional State Management on Multicores.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Memory Management for GPU-based Deep Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2019

BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

GraphM: an efficient storage system for high throughput of concurrent graph processing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows.

[BibT_eX]

[DOI]

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

OBFS: OpenCL Based BFS Optimizations on Software Programmable FPGAs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Field-Programmable Technology, 2019

Aucher: Multi-modal Queries on Live Audio Streams in Real-Time.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

On-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL-Based FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

Deploying Hash Tables on Die-Stacked High Bandwidth Memory.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TraV: An Interactive Exploration System for Massive Trajectory Data.

[BibT_eX]

[DOI]

Sien Yi Tan

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

DiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Fair Resource Allocation for Data-Intensive Computing in the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Efficient Disk-Based Directed Graph Processing: A Strongly Connected Component Approach.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Scalable GPU Virtualization with Dynamic Sharing of Graphics Memory Space.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Long-Term Multi-Resource Fairness for Pay-as-you Use Computing Systems.

[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

Towards Efficient Resource Allocation for Heterogeneous Workloads in IaaS Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2018

JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks.

[BibT_eX]

[DOI]

Fangming Liu

IEEE Trans. Big Data, 2018

Layer-Centric Memory Reuse and Data Migration for Extreme-Scale Deep Learning on Many-Core Architectures.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2018

Many-core needs fine-grained scheduling: A case study of query processing on Intel Xeon Phi processors.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2018

ThunderSVM: A Fast SVM Library on GPUs and CPUs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2018

Database Architectures for Modern Hardware (Dagstuhl Seminar 18251).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2018

A Survey on Spark Ecosystem for Big Data Processing.

[BibT_eX]

[DOI]

CoRR, 2018

A class of ADMM-based algorithms for three-block separable convex programming.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2018

gMig: Efficient GPU Live Migration Optimized by Software Dirty Page for Full Virtualization.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, 2018

CGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

vSensor: leveraging fixed-workload snippets of programs for performance variance detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

G-NET: Effective GPU Sharing in NFV Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Efficient Gradient Boosted Decision Tree Training on GPUs.

[BibT_eX]

[DOI]

Zeyi Wen

Ramamohanarao Kotagiri

Shengliang Lu

Jiashuai Shi

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

Energy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters.

[BibT_eX]

[DOI]

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

GLP4NN: A Convergence-invariant and Network-agnostic Light-weight Parallelization Framework for Deep Neural Networks on Modern GPUs.

[BibT_eX]

[DOI]

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

Query Processing on OpenCL-Based FPGAs: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

RTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Hebe: An Order-Oblivious and High-Performance Execution Scheme for Conjunctive Predicates.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

FCN-engine: accelerating deconvolutional layers in classic CNN processors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2018

Efficient Support Vector Machine Training Algorithm on GPUs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

An efficient graph accelerator with parallel data conflict management.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

Towards concurrency race debugging: an integrated approach for constraint solving and dynamic slicing.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

A distributed in-memory key-value store system on heterogeneous CPU-GPU cluster.

[BibT_eX]

[DOI]

VLDB J., 2017

Multikernel Data Partitioning With Channel on OpenCL-Based FPGAs.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2017

A Variation-Aware Adaptive Fuzzy Control System for Thermal Management of Microprocessors.

[BibT_eX]

[DOI]

Yingnan Cui

IEEE Trans. Very Large Scale Integr. Syst., 2017

A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in Geo-Distributed Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Building an Efficient Put-Intensive Key-Value Store with Skip-Tree.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Analysis of Minimum Interaction Time for Continuous Distributed Interactive Computing.

[BibT_eX]

[DOI]

Lu Zhang

Xueyan Tang

IEEE Trans. Parallel Distributed Syst., 2017

QoS-Aware Resource Allocation for Video Transcoding in Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

A Hybrid Logic Block Architecture in FPGA for Holistic Efficiency.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2017

Network Performance Aware Optimizations on IaaS Clouds.

[BibT_eX]

[DOI]

Dan Li

IEEE Trans. Computers, 2017

Accelerating Dynamic Graph Analytics on GPUs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Convergence Rate Analysis for the Alternating Direction Method of Multipliers with a Substitution Procedure for Separable Convex Programming.

[BibT_eX]

[DOI]

Min Tao

Math. Oper. Res., 2017

On the Iteration Complexity of Some Projection Methods for Monotone Linear Variational Inequalities.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2017

An Algorithmic Framework of Generalized Primal-Dual Hybrid Gradient Methods for Saddle Point Problems.

[BibT_eX]

[DOI]

Feng Ma

J. Math. Imaging Vis., 2017

Technical Report: Accelerating Dynamic Graph Analytics on GPUs.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient process mapping in geo-distributed cloud data centers.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2017

Hardware/software cooperative caching for hybrid DRAM/NVM memory architectures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Supercomputing, 2017

Multi-objective Optimizations in Geo-Distributed Data Analytics Systems.

[BibT_eX]

[DOI]

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

Multi-Query Optimization for Complex Event Processing in SAP ESP.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

DIDO: Dynamic Pipelines for In-Memory Key-Value Stores on Coupled CPU-GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

AdaStorm: Resource Efficient Storm with Adaptive Configuration.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Data Management Systems on Future Hardware: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

On Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters.

[BibT_eX]

[DOI]

Shadi Ibrahim

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

COMBA: A comprehensive model-based analysis framework for high level synthesis of real applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

A novel two-stage modular multiplier based on racetrack memory for asymmetric cryptography.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Dynamic Partitioning for Library based Placement on Heterogeneous FPGAs (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Dynamic Module Partitioning for Library Based Placement on Heterogeneous FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

FinePar: irregularity-aware fine-grained workload partitioning on integrated architectures.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017

2016

Decentralized Thermal-Aware Task Scheduling for Large-Scale Many-Core Systems.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2016

Dynamic Job Ordering and Slot Configurations for MapReduce Workloads.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2016

Melia: A MapReduce Framework on OpenCL-Based FPGAs.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

F2C: Enabling Fair and Fine-Grained Resource Sharing in Multi-Tenant IaaS Clouds.

[BibT_eX]

[DOI]

Haikun Liu

IEEE Trans. Parallel Distributed Syst., 2016

A Performance Debugging Framework for Unnecessary Lock Contentions with Record/Replay Techniques.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Library-Based Placement and Routing in FPGAs with Support of Partial Reconfiguration.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2016

Monetary Cost Optimizations for Hosting Workflow-as-a-Service in IaaS Clouds.

[BibT_eX]

[DOI]

Cheng Liu

IEEE Trans. Cloud Comput., 2016

Rotated Logging Storage Architectures for Data Centers: Models and Optimizations.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

NV-Tree: A Consistent and Workload-Adaptive Tree Structure for Non-Volatile Memory.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Rank-Aware Dynamic Migrations and Adaptive Demotions for DRAM Power Management.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Convergence Study on the Symmetric Version of ADMM with Larger Step Sizes.

[BibT_eX]

[DOI]

Feng Ma

SIAM J. Imaging Sci., 2016

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent.

[BibT_eX]

[DOI]

Math. Program., 2016

On the Proximal Jacobian Decomposition of ALM for Multiple-Block Separable Convex Minimization Problems and Its Relationship to ADMM.

[BibT_eX]

[DOI]

Hong-Kun Xu

J. Sci. Comput., 2016

Thermal-Aware Task Scheduling for 3D-Network-on-Chip: A Bottom to Top Scheme.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2016

gScale: Scaling up GPU Virtualization with Dynamic Sharing of Graphics Memory Space.

[BibT_eX]

[DOI]

Proceedings of the 2016 USENIX Annual Technical Conference, 2016

GPL: A GPU-based Pipelined Query Processing Engine.

[BibT_eX]

[DOI]

Jiong He

Proceedings of the 2016 International Conference on Management of Data, 2016

Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

A Study of Sorting Algorithms on Approximate Memory.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2016

VColor: A practical vertex-cut based approach for coloring large graphs.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Not All Joules are Equal: Towards Energy-Efficient and Green-Aware Data Processing Frameworks.

[BibT_eX]

[DOI]

Fangming Liu

Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

A Study of Big Data Computing Platforms: Fairness and Energy Consumption.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

A performance analysis framework for optimizing OpenCL applications on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

Modular Placement for Interposer based Multi-FPGA Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Relational query processing on OpenCL-based FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Accelerating Database Query Processing on OpenCL-based FPGAs (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

A discrete thermal controller for chip-multiprocessors.

[BibT_eX]

[DOI]

Yingnan Cui

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

A racetrack memory based in-memory booth multiplier for cryptography application.

[BibT_eX]

[DOI]

Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015

A Combined SDC-SDF Architecture for Normal I/O Pipelined Radix-2 FFT.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2015

MrPhi: An Optimized MapReduce Framework on Intel Xeon Phi Coprocessors.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Hotplug or Ballooning: A Comparative Study on Dynamic Memory Management Techniques for Virtual Machines.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

VMbuddies: Coordinating Live Migration of Multi-Tier Applications in Cloud Environments.

[BibT_eX]

[DOI]

Haikun Liu

IEEE Trans. Parallel Distributed Syst., 2015

Willow: Saving Data Center Network Energy for Network-Limited Flows.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Improving Update-Intensive Workloads on Flash Disks through Exploiting Multi-Chip Parallelism.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

IEEE Trans. Parallel Distributed Syst., 2015

Network Performance Aware MPI Collective Communication Operations in the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Sensor Placement and Measurement of Wind for Water Quality Studies in Urban Reservoirs.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2015

PCMLogging: Optimizing Transaction Logging and Recovery Performance with PCM.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Guest Editors' Introduction: Special Issue on Economics and Market Mechanisms for Cloud Computing.

[BibT_eX]

[DOI]

Bharadwaj Veeravalli

IEEE Trans. Cloud Comput., 2015

Synergy of Dynamic Frequency Scaling and Demotion on DRAM Power Management: Models and Optimizations.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

On Full Jacobian Decomposition of the Augmented Lagrangian Method for Separable Convex Programming.

[BibT_eX]

[DOI]

Liusheng Hou

SIAM J. Optim., 2015

Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

On non-ergodic convergence rate of Douglas-Rachford alternating direction method of multipliers.

[BibT_eX]

[DOI]

Numerische Mathematik, 2015

Generalized alternating direction method of multipliers: new theoretical insights and applications.

[BibT_eX]

[DOI]

Math. Program. Comput., 2015

On the convergence rate of Douglas-Rachford operator splitting method.

[BibT_eX]

[DOI]

Math. Program., 2015

Monetary cost optimizations for MPI-based HPC applications on Amazon clouds: checkpoints and replicated execution.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 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

Hierarchical Library Based Power Estimator for Versatile FPGAs.

[BibT_eX]

[DOI]

Proceedings of the IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015

To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

Real-Time In-Memory Checkpointing for Future Hybrid Memory Systems.

[BibT_eX]

[DOI]

Shen Gao

Jianliang Xu

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in IaaS Clouds.

[BibT_eX]

[DOI]

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

A study of data partitioning on OpenCL-based FPGAs.

[BibT_eX]

[DOI]

Ze-ke Wang

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

Improving Data Partitioning Performance on OpenCL-Based FPGAs.

[BibT_eX]

[DOI]

Ze-ke Wang

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

NV-Tree: Reducing Consistency Cost for NVM-based Single Level Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015

Fast Subgraph Matching on Large Graphs using Graphics Processors.

[BibT_eX]

[DOI]

Ha Nguyen Tran

Jung-Jae Kim

Proceedings of the Database Systems for Advanced Applications, 2015

Energy-Efficient Query Processing on Embedded CPU-GPU Architectures.

[BibT_eX]

[DOI]

Xuntao Cheng

Proceedings of the 11th International Workshop on Data Management on New Hardware, 2015

Gemini: An Adaptive Performance-Fairness Scheduler for Data-Intensive Cluster Computing.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

On performance debugging of unnecessary lock contentions on multicore processors: a replay-based approach.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2015

2014

Medusa: Simplified Graph Processing on GPUs.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Kernelet: High-Throughput GPU Kernel Executions with Dynamic Slicing and Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Transformation-Based Monetary CostOptimizations for Workflows in the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2014

DynamicMR: A Dynamic Slot Allocation Optimization Framework for MapReduce Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2014

FD-Buffer: A Cost-Based Adaptive Buffer Replacement Algorithm for FlashMemory Devices.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2014

Medusa: A Parallel Graph Processing System on Graphics Processors.

[BibT_eX]

[DOI]

SIGMOD Rec., 2014

A Strictly Contractive Peaceman-Rachford Splitting Method for Convex Programming.

[BibT_eX]

[DOI]

SIAM J. Optim., 2014

On the Convergence of Primal-Dual Hybrid Gradient Algorithm.

[BibT_eX]

[DOI]

Yanfei You

SIAM J. Imaging Sci., 2014

In-Cache Query Co-Processing on Coupled CPU-GPU Architectures.

[BibT_eX]

[DOI]

Jiong He

Shuhao Zhang

Proc. VLDB Endow., 2014

When Data Management Systems Meet Approximate Hardware: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Inexact Alternating-Direction-Based Contraction Methods for Separable Linearly Constrained Convex Optimization.

[BibT_eX]

[DOI]

Guoyong Gu

Junfeng Yang

J. Optim. Theory Appl., 2014

A Taxonomy and Survey on eScience as a Service in the Cloud.

[BibT_eX]

[DOI]

Shadi Ibrahim

CoRR, 2014

A Survey of Resource Management in Multi-Tier Web Applications.

[BibT_eX]

[DOI]

Dong Huang

Chunyan Miao

IEEE Commun. Surv. Tutorials, 2014

Customized proximal point algorithms for linearly constrained convex minimization and saddle-point problems: a unified approach.

[BibT_eX]

[DOI]

Guoyong Gu

Comput. Optim. Appl., 2014

On the <i>O</i>(1/<i>t</i>) convergence rate of the projection and contraction methods for variational inequalities with Lipschitz continuous monotone operators.

[BibT_eX]

[DOI]

Xingju Cai

Guoyong Gu

Comput. Optim. Appl., 2014

Demo Abstract: Wind measurements for water quality studies in urban reservoirs.

[BibT_eX]

[DOI]

Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Reciprocal Resource Fairness: Towards Cooperative Multiple-Resource Fair Sharing in IaaS Clouds.

[BibT_eX]

[DOI]

Haikun Liu

Proceedings of the International Conference for High Performance Computing, 2014

Finding Constant from Change: Revisiting Network Performance Aware Optimizations on IaaS Clouds.

[BibT_eX]

[DOI]

Dan Li

Proceedings of the International Conference for High Performance Computing, 2014

Optimal sensor placement and measurement of wind for water quality studies in urban reservoirs.

[BibT_eX]

[DOI]

Proceedings of the IPSN'14, 2014

Pipelined Compaction for the LSM-Tree.

[BibT_eX]

[DOI]

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

Long-term resource fairness: towards economic fairness on pay-as-you-use computing systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Supercomputing, 2014

Towards multi-resource physical machine provisioning for IaaS clouds.

[BibT_eX]

[DOI]

Lei Wei

Chuan Heng Foh

Proceedings of the IEEE International Conference on Communications, 2014

A novel authenticated multi-party key agreement for private cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Towards automatic partial reconfiguration in FPGAs.

[BibT_eX]

[DOI]

Fubing Mao

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014

Simplified Resource Provisioning for Workflows in IaaS Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

Towards Economic Fairness for Big Data Processing in Pay-as-You-Go Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

GPU-Accelerated Cloud Computing for Data-Intensive Applications.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

Network Performance Aware Graph Partitioning for Large Graph Processing Systems in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Large Scale and Big Data - Processing and Management., 2014

2013

Parallel Graph Processing on Graphics Processors Made Easy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture.

[BibT_eX]

[DOI]

Jiong He

Mian Lu

Proc. VLDB Endow., 2013

Handling partitioning skew in MapReduce using LEEN.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2013

Forward-backward-based descent methods for composite variational inequalities.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2013

Probabilistic Scheduling of Scientific Workflows in Dynamic Cloud Environments.

[BibT_eX]

[DOI]

Cheng Liu

CoRR, 2013

A customized proximal point algorithm for convex minimization with linear constraints.

[BibT_eX]

[DOI]

Wenxing Zhang

Comput. Optim. Appl., 2013

Simulation studies of viral advertisement diffusion on multi-GPU.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

A Framework for Analyzing Monetary Cost of Database Systems in the Cloud.

[BibT_eX]

[DOI]

Changbing Chen

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Brief announcement: on minimum interaction time for continuous distributed interactive computing.

[BibT_eX]

[DOI]

Lu Zhang

Xueyan Tang

Proceedings of the ACM Symposium on Principles of Distributed Computing, 2013

Spectral Decomposition for Optimal Graph Index Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

MROrder: Flexible Job Ordering Optimization for Online MapReduce Workloads.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Simulation of Information Propagation over Complex Networks: Performance Studies on Multi-GPU.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2013

Dynamic slot allocation technique for MapReduce clusters.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

Towards GPU-Accelerated Large-Scale Graph Processing in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

Green Databases Through Integration of Renewable Energy.

[BibT_eX]

[DOI]

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Optimizing the MapReduce framework on Intel Xeon Phi coprocessor.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Flag Commit: Supporting Efficient Transaction Recovery in Flash-Based DBMSs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

On the O(1/n) Convergence Rate of the Douglas-Rachford Alternating Direction Method.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2012

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming.

[BibT_eX]

[DOI]

Min Tao

SIAM J. Optim., 2012

Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2012

HPC Simulations of Information Propagation Over Social Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2012

An Accelerated Inexact Proximal Point Algorithm for Convex Minimization.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2012

Proximal-like contraction methods for monotone variational inequalities in a unified framework II: general methods and numerical experiments.

[BibT_eX]

[DOI]

Xiang Wang

Comput. Optim. Appl., 2012

Proximal-like contraction methods for monotone variational inequalities in a unified framework I: Effective quadruplet and primary methods.

[BibT_eX]

[DOI]

Xiang Wang

Comput. Optim. Appl., 2012

RAMZzz: rank-aware dram power management with dynamic migrations and demotions.

[BibT_eX]

[DOI]

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

An overview of Medusa: simplified graph processing on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2012

An overview of CMPI: network performance aware MPI in the cloud.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2012

Speedup for Multi-Level Parallel Computing.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

GPGPU for Real-Time Data Analytics.

[BibT_eX]

[DOI]

Huynh Phung Huynh

Rick Siow Mong Goh

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Green-aware workload scheduling in geographically distributed data centers.

[BibT_eX]

[DOI]

Changbing Chen

Xueyan Tang

Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

Improving large graph processing on partitioned graphs in the cloud.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

A Map-Reduce Based Framework for Heterogeneous Processing Element Cluster Environments.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

Maestro: Replica-Aware Map Scheduling for MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011

Mars: Accelerating MapReduce with Graphics Processors.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

Solving Large-Scale Least Squares Semidefinite Programming by Alternating Direction Methods.

[BibT_eX]

[DOI]

Minghua Xu

SIAM J. Matrix Anal. Appl., 2011

High-throughput transaction executions on graphics processors.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Proc. VLDB Endow., 2011

GPU-Assisted Buffer Management.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2011

GViewer: GPU-Accelerated Graph Visualization and Mining.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

Operation-aware buffer management in flash-based systems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Adaptive Disk I/O Scheduling for MapReduce in Virtualized Environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Processing, 2011

PCMLogging: reducing transaction logging overhead with PCM.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Towards Pay-As-You-Consume Cloud Computing.

[BibT_eX]

[DOI]

Shadi Ibrahim

Hai Jin

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

Tree Indexing on Solid State Drives.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Database Compression on Graphics Processors.

[BibT_eX]

[DOI]

Wenbin Fang

Proc. VLDB Endow., 2010

Steplengths in the extragradient type methods.

[BibT_eX]

[DOI]

Xiang Wang

J. Comput. Appl. Math., 2010

Solving a class of constrained 'black-box' inverse variational inequalities.

[BibT_eX]

[DOI]

Xiaozheng He

Henry X. Liu

Eur. J. Oper. Res., 2010

Large graph processing in the cloud.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Distributed Systems Meet Economics: Pricing in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

Supporting extended precision on graphics processors.

[BibT_eX]

[DOI]

Mian Lu

Proceedings of the Sixth International Workshop on Data Management on New Hardware, 2010

LEEN: Locality/Fairness-Aware Key Partitioning for MapReduce in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing, Second International Conference, 2010

Comet: batched stream processing for data intensive distributed computing.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

FD-buffer: a buffer manager for databases on flash disks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Relational query coprocessing on graphics processors.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2009

Self-adaptive projection method for co-coercive variational inequalities.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2009

Parallel splitting augmented Lagrangian methods for monotone structured variational inequalities.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2009

Stack-based parallel recursion on graphics processors.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

Tree Indexing on Flash Disks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Wave Computing in the Cloud.

[BibT_eX]

[DOI]

Proceedings of HotOS'09: 12th Workshop on Hot Topics in Operating Systems, 2009

A Uniform Framework for Ad-Hoc Indexes to Answer Reachability Queries on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Frequent itemset mining on graphics processors.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Workshop on Data Management on New Hardware, 2009

2008

Cache-oblivious databases: Limitations and opportunities.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2008

Relational joins on graphics processors.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Mars: a MapReduce framework on graphics processors.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques, 2008

2007

Adaptive Index Utilization in Memory-Resident Structural Joins.

[BibT_eX]

[DOI]

Byron Choi

IEEE Trans. Knowl. Data Eng., 2007

An inexact logarithmic-quadratic proximal augmented Lagrangian method for a class of constrained variational inequalities.

[BibT_eX]

[DOI]

Min Li

H. Shao

Math. Methods Oper. Res., 2007

EaseDB: a cache-oblivious in-memory query processor.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

GPUQP: query co-processing using graphics processors.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Efficient gather and scatter operations on graphics processors.

[BibT_eX]

[DOI]

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

In-memory grid files on graphics processors.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Data Management on New Hardware, 2007

A general framework for improving query processing performance on multi-level memory hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Data Management on New Hardware, 2007

Cache-Oblivious Query Processing.

[BibT_eX]

[DOI]

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Cache-Conscious Automata for XML Filtering.

[BibT_eX]

[DOI]

Byron Choi

IEEE Trans. Knowl. Data Eng., 2006

A Logarithmic-Quadratic Proximal Prediction-Correction Method for Structured Monotone Variational Inequalities.

[BibT_eX]

[DOI]

Ya Xu

Xiao-Ming Yuan

Comput. Optim. Appl., 2006

A Quantitative Summary of XML Structures.

[BibT_eX]

[DOI]

Zi Lin

Byron Choi

Proceedings of the Conceptual Modeling, 2006

Cache-oblivious nested-loop joins.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005

A Relaxed Approximate Proximal Point Algorithm.

[BibT_eX]

[DOI]

Zhenhua Yang

Ann. Oper. Res., 2005

2004

A modified augmented Lagrangian method for a class of monotone variational inequalities.

[BibT_eX]

[DOI]

Hai Yang

Chen-Song Zhang

Eur. J. Oper. Res., 2004

Comparison of Two Kinds of Prediction-Correction Methods for Monotone Variational Inequalities.

[BibT_eX]

[DOI]

Jason J. Z. Zhang

Comput. Optim. Appl., 2004

The HKUST Frog Pond - A Case Study of Sensory Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Accurate Emulation of Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

MEADOWS: modeling, emulation, and analysis of data of wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004

2003

Self-adaptive operator splitting methods for monotone variational inequalities.

[BibT_eX]

[DOI]

Shengli Wang

Numerische Mathematik, 2003

2002

A new inexact alternating directions method for monotone variational inequalities.

[BibT_eX]

[DOI]

Math. Program., 2002

2000

A neural network model for monotone linear asymmetric variational inequalities.

[BibT_eX]

[DOI]

Hai Yang

IEEE Trans. Neural Networks Learn. Syst., 2000

A modified alternating direction method for convex minimization problems.

[BibT_eX]

[DOI]

Jing Zhou

Appl. Math. Lett., 2000

1999

Inexact implicit methods for monotone general variational inequalities.

[BibT_eX]

[DOI]

Math. Program., 1999

1998

Some convergence properties of a method of multipliers for linearly constrained monotone variational inequalities.

[BibT_eX]

[DOI]

Hai Yang

Oper. Res. Lett., 1998

1994

A new method for a class of linear variational inequalities.

[BibT_eX]

[DOI]

Math. Program., 1994

1986

Grosse nichtlineare Optimierungsprobleme mit "Box-Constraints" und Gleichungsrestriktionen.

[BibT_eX]

[DOI]