H. Howie Huang

According to our database, H. Howie Huang authored at least 98 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users.

Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed, Javier Morales, Abhay Yadav, Maria Peifer, Sardar Hamidian, H. Howie Huang

CoRR, 2024

JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication.

Qiang Fu, Thomas B. Rolinger, H. Howie Huang

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023

Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction.

Isaiah J. King, H. Howie Huang

ACM Trans. Priv. Secur., August, 2023

PROPANE: Prompt design as an inverse problem.

Rimon Melamed, Lucas H. McCabe, Tanay Wakhare, Yejin Kim, H. Howie Huang, Enric Boix-Adserà

CoRR, 2023

Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection.

Bibek Bhattarai, H. Howie Huang

CoRR, 2023

EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection.

Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang

Proceedings of the 26th International Symposium on Research in Attacks, 2023

Decontentioned Stochastic Block Partition.

Ahsen J. Uppal, Thomas B. Rolinger, H. Howie Huang

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees.

Yuede Ji, Hang Liu, Yang Hu, H. Howie Huang

ACM Trans. Parallel Comput., 2022

Domain name service trust delegation in cloud computing: exploitation, risks, and defense.

Craig Laprade, H. Howie Huang

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Pikachu: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection.

Ramesh Paudel, H. Howie Huang

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Euler: Detecting Network Lateral Movement via Scalable Temporal Graph Link Prediction.

Isaiah J. King, H. Howie Huang

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs.

Bibek Bhattarai, H. Howie Huang

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

NestedGNN: Detecting Malicious Network Activity with Nested Graph Neural Networks.

Yuede Ji, H. Howie Huang

Proceedings of the IEEE International Conference on Communications, 2022

TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU.

Qiang Fu, Yuede Ji, H. Howie Huang

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis.

Haoyu He, Yuede Ji, 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.

Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim

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

Graggle: A Graph-based Approach to Document Clustering.

Isaiah J. King, H. Howie Huang

Proceedings of the IEEE International Conference on Big Data, 2022

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

Bibek Bhattarai, H. Howie Huang

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.

Yu Xiang, Hang Liu, Tian Lan, H. Howie Huang, Suresh Subramaniam

IEEE Trans. Netw. Serv. Manag., 2021

Towards Next-Generation Cybersecurity with Graph AI.

Benjamin Bowman, H. Howie Huang

ACM SIGOPS Oper. Syst. Rev., 2021

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

Qiang Fu, H. Howie Huang

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.

Ahsen J. Uppal, Jaeseok Choi, Thomas B. Rolinger, H. Howie Huang

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

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

Yuede Ji, Lei Cui, H. Howie Huang

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.

Ahsen J. Uppal, Jeffrey Klein, H. Brown Cribbs, H. Howie Huang

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

Vestige: Identifying Binary Code Provenance for Vulnerability Detection.

Yuede Ji, Lei Cui, H. Howie Huang

Proceedings of the Applied Cryptography and Network Security, 2021

2020

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

Pradeep Kumar, H. Howie Huang

ACM Trans. Storage, 2020

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

Ding Ding, H. Howie Huang

CoRR, 2020

PicoDomain: A Compact High-Fidelity Cybersecurity Dataset.

Craig Laprade, Benjamin Bowman, H. Howie Huang

CoRR, 2020

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

Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang

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

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

Michael Trotter, Timothy Wood, H. Howie Huang

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

Aquila: Adaptive Parallel Computation of Graph Connectivity Queries.

Yuede Ji, H. Howie Huang

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.

Yuede Ji, Hang Liu, H. Howie Huang

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.

Benjamin Bowman, H. Howie Huang

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

2019

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

Hang Liu, H. Howie Huang

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching.

Bibek Bhattarai, Hang Liu, H. Howie Huang

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

Securing Malware Cognitive Systems against Adversarial Attacks.

Yuede Ji, Benjamin Bowman, H. Howie Huang

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

High-Performance Deep Learning Classification for Radio Signals.

Ahsen J. Uppal, Michael Hegarty, William Haftel, Phil A. Sallee, H. Brown Cribbs, H. Howie Huang

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

2018

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

Lei Han, Zhaoyan Shen, Duo Liu, Zili Shao, H. Howie Huang, Tao Li

ACM Trans. Storage, 2018

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

Yuede Ji, Hang Liu, H. Howie Huang

Proceedings of the International Conference for High Performance Computing, 2018

TriCore: parallel triangle counting on GPUs.

Yang Hu, Hang Liu, H. Howie Huang

Proceedings of the International Conference for High Performance Computing, 2018

Fast Stochastic Block Partition for Streaming Graphs.

Ahsen J. Uppal, H. Howie Huang

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

High-Performance Triangle Counting on GPUs.

Yang Hu, Hang Liu, H. Howie Huang

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

2017

An Adaptive IO Prefetching Approach for Virtualized Data Centers.

Ron Chi-Lung Chiang, Ahsen J. Uppal, H. Howie Huang

IEEE Trans. Serv. Comput., 2017

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

Juzi Zhao, Yu Xiang, Tian Lan, H. Howie Huang, Suresh Subramaniam

IEEE Trans. Parallel Distributed Syst., 2017

Falcon: Scaling IO Performance in Multi-SSD Volumes.

Pradeep Kumar, H. Howie Huang

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

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

Lei Han, Zhaoyan Shen, Zili Shao, H. Howie Huang, Tao Li

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

Scalable stochastic block partition.

Ahsen J. Uppal, Guy Swope, H. Howie Huang

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

TriX: Triangle counting at extreme scale.

Yang Hu, Pradeep Kumar, Guy Swope, H. Howie Huang

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

Graphene: Fine-Grained IO Management for Graph Computing.

Hang Liu, H. Howie Huang

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

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

Pradeep Kumar, H. Howie Huang

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

2016

On Soft Error Reliability of Virtualization Infrastructure.

Xin Xu, H. Howie Huang

IEEE Trans. Computers, 2016

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

Rajat Mittal, Jung Hee Seo, Vijay Vedula, Young J. Choi, Hang Liu, H. Howie Huang, Saurabh Jain, Laurent Younes, Theodore Abraham, Richard T. George

J. Comput. Phys., 2016

iBFS: Concurrent Breadth-First Search on GPUs.

Hang Liu, H. Howie Huang, Yang Hu

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

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

Pradeep Kumar, H. Howie Huang

Proceedings of the International Conference for High Performance Computing, 2016

Performance Analysis of GPU-Based Convolutional Neural Networks.

Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng

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

2015

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

Xin Xu, H. Howie Huang

IEEE Trans. Reliab., 2015

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

Ron Chi-Lung Chiang, Sundaresan Rajasekaran, Nan Zhang, H. Howie Huang

IEEE Trans. Parallel Distributed Syst., 2015

Enterprise: breadth-first graph traversal on GPUs.

Hang Liu, H. Howie Huang

Proceedings of the International Conference for High Performance Computing, 2015

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

Ron Chi-Lung Chiang, H. Howie Huang, Timothy Wood, Changbin Liu, Oliver Spatscheck

Proceedings of the International Conference for High Performance Computing, 2015

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

Xin Xu, H. Howie Huang

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

2014

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

Ron Chi-Lung Chiang, H. Howie Huang

IEEE Trans. Parallel Distributed Syst., 2014

Exploring Dynamic Redundancy to Resuscitate Faulty PCM Blocks.

Jie Chen, Guru Venkataramani, H. Howie Huang

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

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

Yu Xiang, Hang Liu, Tian Lan, H. Howie Huang, Suresh Subramaniam

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

Xentry: Hypervisor-Level Soft Error Detection.

Xin Xu, Ron Chi-Lung Chiang, H. Howie Huang

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

Matrix: Achieving Predictable Virtual Machine Performance in the Clouds.

Ron Chi-Lung Chiang, Jinho Hwang, H. Howie Huang, Timothy Wood

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

Understanding Reliability Implication of Hardware Error in Virtualization Infrastructure.

Xin Xu, H. Howie Huang

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

Load Balancing of Heterogeneous Workloads in Memcached Clusters.

Wei Zhang, Jinho Hwang, Timothy Wood, K. K. Ramakrishnan, H. Howie Huang

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

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

H. Howie Huang, Hang Liu

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

UniCache: Hypervisor Managed Data Storage in RAM and Flash.

Jinho Hwang, Wei Zhang, Ron Chi-Lung Chiang, Timothy Wood, H. Howie Huang

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.

Woochul Kang, H. Howie Huang, Andrew S. Grimshaw

Future Gener. Comput. Syst., 2013

GPU-accelerated scalable solver for banded linear systems.

Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang

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

Mortar: filling the gaps in data center memory.

Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

DUAL: Reliability-Aware Power Management in Data Centers.

Xin Xu, Kayo Teramoto, Allan Morales, H. Howie Huang

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

2012

Just-in-Time Analytics on Large File Systems.

H. Howie Huang, Nan Zhang, Wei Wang, Gautam Das, Alexander S. Szalay

IEEE Trans. Computers, 2012

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

Kayo Teramoto, H. Howie Huang

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

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

Kayo Teramoto, H. Howie Huang

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

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

Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang

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

Flashy prefetching for high-performance flash drives.

Ahsen J. Uppal, Ron Chi-Lung Chiang, H. Howie Huang

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

Providing reliability as an elastic service in cloud computing.

Nakharin Limrungsi, Juzi Zhao, Yu Xiang, Tian Lan, H. Howie Huang, Suresh Subramaniam

Proceedings of IEEE International Conference on Communications, 2012

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

Jie Chen, Guru Venkataramani, H. Howie Huang

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.

Ziye Yang, Haifeng Fang, Yingjun Wu, Chungi Li, Bin Zhao, H. Howie Huang

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

2011

Energy-aware writes to non-volatile main memory.

Jie Chen, Ron Chi-Lung Chiang, H. Howie Huang, Guru Venkataramani

ACM SIGOPS Oper. Syst. Rev., 2011

Design, implementation and evaluation of a virtual storage system.

H. Howie Huang, Andrew S. Grimshaw

Concurr. Comput. Pract. Exp., 2011

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

Ron Chi-Lung Chiang, H. Howie Huang

Proceedings of the Conference on High Performance Computing Networking, 2011

Performance modeling and analysis of flash-based storage devices.

H. Howie Huang, Shan Li, Alexander S. Szalay, Andreas Terzis

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

GPGPU accelerated cardiac arrhythmia simulations.

Wei Wang, H. Howie Huang, Matthew W. Kay, John Cavazos

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.

Jie Chen, Zachary Winter, Guru Venkataramani, H. Howie Huang

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

2010

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

Alexander S. Szalay, Gordon C. Bell, H. Howie Huang, Andreas Terzis, Alainna White

ACM SIGOPS Oper. Syst. Rev., 2010

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

H. Howie Huang

Future Gener. Comput. Syst., 2010

Black-Box Performance Modeling for Solid-State Drives.

Shan Li, H. Howie Huang

Proceedings of the MASCOTS 2010, 2010

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

Chris Sosa, Blake C. Sutton, H. Howie Huang

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

VMGuard: An Integrity Monitoring System for Management Virtual Machines.

Haifeng Fang, Yiqiang Zhao, Hongyong Zang, H. Howie Huang, Ying Song, Yuzhong Sun, Zhiyong Liu

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.

H. Howie Huang, John F. Karpovich, Andrew S. Grimshaw

Concurr. Comput. Pract. Exp., 2008

Automated performance control in a virtual distributed storage system.

H. Howie Huang, Andrew S. Grimshaw

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.

H. Howie Huang, Andrew S. Grimshaw, 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.

Woochul Kang, H. Howie Huang, Andrew S. Grimshaw

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.

H. Howie Huang, John F. Karpovich, Andrew S. Grimshaw

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.

H. Howie Huang, Andrew S. Grimshaw

Proceedings of the Parallel and Distributed Processing and Applications, 2006