H. Howie Huang

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Graggle: A Graph-based Approach to Document Clustering.

[BibT_eX]

[DOI]

Isaiah J. King

Proceedings of the IEEE International Conference on Big Data, 2022

SteinerLog: Prize Collecting the Audit Logs for Threat Hunting on Enterprise Network.

[BibT_eX]

[DOI]

Bibek Bhattarai

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

Optimizing Job Reliability Through Contention-Free, Distributed Checkpoint Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Towards Next-Generation Cybersecurity with Graph AI.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2021

Automatic Generation of High-Performance Inference Kernels for Graph Neural Networks on Multi-Core Systems.

[BibT_eX]

[DOI]

Qiang Fu

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

Faster Stochastic Block Partition Using Aggressive Initial Merging, Compressed Representation, and Parallelism Control.

[BibT_eX]

[DOI]

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

BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network.

[BibT_eX]

[DOI]

Lei Cui

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

Rich Feature Deep Learning Classifier for Multiple Simultaneous Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Vestige: Identifying Binary Code Provenance for Vulnerability Detection.

[BibT_eX]

[DOI]

Lei Cui

Proceedings of the Applied Cryptography and Network Security, 2021

2020

GraphOne: A Data Store for Real-time Analytics on Evolving Graphs.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2020

A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games.

[BibT_eX]

[DOI]

Ding Ding

CoRR, 2020

PicoDomain: A Compact High-Fidelity Cybersecurity Dataset.

[BibT_eX]

[DOI]

Craig Laprade

CoRR, 2020

Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on Research in Attacks, 2020

Rumor Has It: Optimizing the Belief Propagation Algorithm for Parallel Processing.

[BibT_eX]

[DOI]

Michael Trotter

Timothy Wood

Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020

Aquila: Adaptive Parallel Computation of Graph Connectivity Queries.

[BibT_eX]

[DOI]

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

SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets.

[BibT_eX]

[DOI]

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

2019

SIMD-X: Programming and Processing of Graph Algorithms on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching.

[BibT_eX]

[DOI]

Bibek Bhattarai

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

Securing Malware Cognitive Systems against Adversarial Attacks.

[BibT_eX]

[DOI]

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

High-Performance Deep Learning Classification for Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Novel ReRAM-Based Processing-in-Memory Architecture for Graph Traversal.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2018

iSpan: parallel identification of strongly connected components with spanning trees.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

TriCore: parallel triangle counting on GPUs.

[BibT_eX]

[DOI]

Yang Hu

Proceedings of the International Conference for High Performance Computing, 2018

Fast Stochastic Block Partition for Streaming Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

High-Performance Triangle Counting on GPUs.

[BibT_eX]

[DOI]

Yang Hu

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

2017

An Adaptive IO Prefetching Approach for Virtualized Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2017

Elastic Reliability Optimization Through Peer-to-Peer Checkpointing in Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Falcon: Scaling IO Performance in Multi-SSD Volumes.

[BibT_eX]

[DOI]

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

A novel ReRAM-based processing-in-memory architecture for graph computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

Scalable stochastic block partition.

[BibT_eX]

[DOI]

Guy Swope

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

TriX: Triangle counting at extreme scale.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Graphene: Fine-Grained IO Management for Graph Computing.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Conference on File and Storage Technologies, 2017

SafeNVM: A Non-Volatile Memory Store with Thread-Level Page Protection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

On Soft Error Reliability of Virtualization Infrastructure.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Computational modeling of cardiac hemodynamics: Current status and future outlook.

[BibT_eX]

[DOI]

J. Comput. Phys., 2016

iBFS: Concurrent Breadth-First Search on GPUs.

[BibT_eX]

[DOI]

Yang Hu

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

G-store: high-performance graph store for trillion-edge processing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2016

Performance Analysis of GPU-Based Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 45th International Conference on Parallel Processing, 2016

2015

Exploring Data-Level Error Tolerance in High-Performance Solid-State Drives.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2015

Swiper: Exploiting Virtual Machine Vulnerability in Third-Party Clouds with Competition for I/O Resources.

[BibT_eX]

[DOI]

Sundaresan Rajasekaran

Nan Zhang

IEEE Trans. Parallel Distributed Syst., 2015

Enterprise: breadth-first graph traversal on GPUs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

IOrchestra: supporting high-performance data-intensive applications in the cloud via collaborative virtualization.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

DualVisor: Redundant Hypervisor Execution for Achieving Hardware Error Resilience in Datacenters.

[BibT_eX]

[DOI]

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

2014

TRACON: Interference-Aware Schedulingfor Data-Intensive Applicationsin Virtualized Environments.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Exploring Dynamic Redundancy to Resuscitate Faulty PCM Blocks.

[BibT_eX]

[DOI]

Jie Chen

Guru Venkataramani

ACM J. Emerg. Technol. Comput. Syst., 2014

Mortar: filling the gaps in data center memory.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, 2014

Optimizing job reliability via contention-free, distributed scheduling of vm checkpointing.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM SIGCOMM workshop on Distributed cloud computing, 2014

Xentry: Hypervisor-Level Soft Error Detection.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Parallel Processing, 2014

Matrix: Achieving Predictable Virtual Machine Performance in the Clouds.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Autonomic Computing, 2014

Understanding Reliability Implication of Hardware Error in Virtualization Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Hot Topics in System Dependability, 2014

Load Balancing of Heterogeneous Workloads in Memcached Clusters.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Feedback Computing, 2014

Big data machine learning and graph analytics: Current state and future challenges.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

UniCache: Hypervisor Managed Data Storage in RAM and Flash.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013

Achieving high job execution reliability using underutilized resources in a computational economy.

[BibT_eX]

[DOI]

Woochul Kang

Future Gener. Comput. Syst., 2013

GPU-accelerated scalable solver for banded linear systems.

[BibT_eX]

[DOI]

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

DUAL: Reliability-Aware Power Management in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012

Just-in-Time Analytics on Large File Systems.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2012

Poster: Pay as You Go in the Cloud: One Watt at a Time.

[BibT_eX]

[DOI]

Kayo Teramoto

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Pay as You Go in the Cloud: One Watt at a Time.

[BibT_eX]

[DOI]

Kayo Teramoto

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Matrix Decomposition Based Conjugate Gradient Solver for Poisson Equation.

[BibT_eX]

[DOI]

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Flashy prefetching for high-performance flash drives.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

Providing reliability as an elastic service in cloud computing.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

RePRAM: Re-cycling PRAM faulty blocks for extended lifetime.

[BibT_eX]

[DOI]

Jie Chen

Guru Venkataramani

Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012

Understanding the effects of hypervisor I/O scheduling for virtual machine performance interference.

[BibT_eX]

[DOI]

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

2011

Energy-aware writes to non-volatile main memory.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2011

Design, implementation and evaluation of a virtual storage system.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2011

TRACON: interference-aware scheduling for data-intensive applications in virtualized environments.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Performance modeling and analysis of flash-based storage devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

GPGPU accelerated cardiac arrhythmia simulations.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

rPRAM: Exploring Redundancy Techniques to Improve Lifetime of PCM-based Main Memory.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

2010

Low-power amdahl-balanced blades for data intensive computing.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2010

A control-theoretic approach to automated local policy enforcement in computational grids.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2010

Black-Box Performance Modeling for Solid-State Drives.

[BibT_eX]

[DOI]

Shan Li

Proceedings of the MASCOTS 2010, 2010

PicFS: The Privacy-Enhancing Image-Based Collaborative File System.

[BibT_eX]

[DOI]

Chris Sosa

Blake C. Sutton

Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

VMGuard: An Integrity Monitoring System for Management Virtual Machines.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2008

Analyzing the feasibility of building a new mass storage system on distributed resources.

[BibT_eX]

[DOI]

John F. Karpovich

Concurr. Comput. Pract. Exp., 2008

Automated performance control in a virtual distributed storage system.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

2007

You Can't Always Get What You Want: Achieving Differentiated Service Levels with Pricing Agents in a Storage Grid.

[BibT_eX]

[DOI]

John F. Karpovich

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

A highly available job execution service in computational service market.

[BibT_eX]

[DOI]

Woochul Kang

Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), 2007

2006

A Feasibility Study of a Virtual Storage System for Large Organizations.

[BibT_eX]

[DOI]

John F. Karpovich

Proceedings of the First International Workshop on Virtualization Technology in Distributed Computing, 2006

The Cost of Transparency: Grid-Based File Access on the Avaki Data Grid.

[BibT_eX]

[DOI]