Amy W. Apon

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 31

Top Topics

Latent Dirichlet Allocation

Lossy Compression

Top Venues

Publications

Hsien-Wen Deng, M. Sabbir Salek, Mizanur Rahman, Mashrur Chowdhury, Mitch Shue, Amy W. Apon
Leveraging Public Cloud Infrastructure for Real-time Connected Vehicle Speed Advisory at a Signalized Corridor. CoRR (2024)
Robert Underwood, Jon C. Calhoun, Sheng Di, Amy W. Apon, Franck Cappello
OptZConfig: Efficient Parallel Optimization of Lossy Compression Configuration. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Matt Franchi, Rebecca Kahn, Mashrur Chowdhury, Sakib Mahmud Khan, Ken E. Kennedy, Linh Ngo, Amy W. Apon
Webots.HPC: A Parallel Simulation Pipeline for Autonomous Vehicles. PEARC (2022)
Jason W. Anderson, Marcin Ziolkowski, Ken Kennedy, Amy W. Apon
Synthetic Image Data for Deep Learning. CoRR (2022)
Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro
Proactive Query Expansion for Streaming Data Using External Sources. Big Data (2022)
Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro
Proactive Query Expansion for Streaming Data Using External Source. CoRR (2022)
Wajdi H. Halabi, Daniel N. Smith, John C. Hill, Jason W. Anderson, Ken E. Kennedy, Brandon M. Posey, Linh Bao Ngo, Amy W. Apon
Viability of Azure IoT Hub for Processing High Velocity Large Scale IoT Data. ICPE (Companion) (2021)
Mhafuzul Islam, Mizanur Rahman, Mashrur Chowdhury, Gurcan Comert, Eshaa Deepak Sood, Amy W. Apon
Vision-Based Personal Safety Messages (PSMs) Generation for Connected Vehicles. IEEE Trans. Veh. Technol. 69 (9) (2020)
Farah Alshanik, Amy W. Apon, Alexander Herzog, Ilya Safro, Justin Sybrandt
Accelerating Text Mining Using Domain-Specific Stop Word Lists. IEEE BigData (2020)
Aishwarya Srivastava, Siddhant Aggarwal, Amy W. Apon, Edward B. Duffy, Ken Kennedy, André Luckow, Brandon Posey, Marcin Ziolkowski
Deployment of a cloud pipeline for real-time visual inspection using fast streaming high-definition images. Softw. Pract. Exp. 50 (6) (2020)
Farah Alshanik, Amy W. Apon, Alexander Herzog, Ilya Safro, Justin Sybrandt
Accelerating Text Mining Using Domain-Specific Stop Word Lists. CoRR (2020)
Ryan S. DeFever, Walter Hanger, Sapna Sarupria, Jon Kilgannon, Amy W. Apon, Linh Bao Ngo
Building A Scalable Forward Flux Sampling Framework using Big Data and HPC. PEARC (2019)
Sakib Mahmud Khan, Mashrur Chowdhury, Linh Bao Ngo, Amy W. Apon
Multi-class Twitter Data Categorization and Geocoding with a Novel Computing Framework. CoRR (2019)
Craig A. Stewart, David Y. Hancock, Julie Wernert, Thomas R. Furlani, David Lifka, Alan Sill, Nicholas Berente, Donald F. McMullen, Thomas E. Cheatham, Amy W. Apon, Ron Payne, Shawn D. Slavin
Assessment of financial returns on investments in cyberinfrastructure facilities: A survey of current methods. PEARC (2019)
Brandon Posey, Adam Deer, Wyatt Gorman, Vanessa July, Neeraj K. Kanhere, Dan Speck, Boyd Wilson, Amy W. Apon
On-Demand Urgent High Performance Computing Utilizing the Google Cloud Platform. UrgentHPC@SC (2019)
Mhafuzul Islam, Mizanur Rahman, Mashrur Chowdhury, Gurcan Comert, Eshaa Deepak Sood, Amy W. Apon
Vision-based Pedestrian Alert Safety System (PASS) for Signalized Intersections. CoRR (2019)
Christopher Gropp, Alexander Herzog, Ilya Safro, Paul W. Wilson, Amy W. Apon
Clustered Latent Dirichlet Allocation for Scientific Discovery. IEEE BigData (2019)
Yuheng Du, Mashrur Chowdhury, Mizanur Rahman, Kakan C. Dey, Amy W. Apon, André Luckow, Linh Bao Ngo
A Distributed Message Delivery Infrastructure for Connected Vehicle Technology Applications. IEEE Trans. Intell. Transp. Syst. 19 (3) (2018)
Aishwarya Srivastava, Dung Nguyen, Siddhant Aggarwal, André Luckow, Edward B. Duffy, Ken Kennedy, Marcin Ziolkowski, Amy W. Apon
Performance and Memory Trade-offs of Deep Learning Object Detection in Fast Streaming High-Definition Images. IEEE BigData (2018)
Dung Nguyen, André Luckow, Edward B. Duffy, Ken Kennedy, Amy W. Apon
Evaluation of Highly Available Cloud Streaming Systems for Performance and Price. CCGrid (2018)
Brandon Posey, Christopher Gropp, Boyd Wilson, Boyd McGeachie, Sanjay Padhi, Alexander Herzog, Amy W. Apon
Addressing the Challenges of Executing a Massive Computational Cluster in the Cloud. CCGrid (2018)
Robert Underwood, Jason Anderson, Amy W. Apon
Measuring Network Latency Variation Impacts to High Performance Computing Application Performance. ICPE (2018)
Jason W. Anderson, Christopher Gropp, Linh Ngo, Amy W. Apon
Random access in nondelimited variable-length record collections for parallel reading with Hadoop. IM (2017)
Lili Xu, Edin Muharemagic, Amy W. Apon
ECL-watch: A big data application performance tuning tool in the HPCC systems platform. IEEE BigData (2017)
Yuheng Du, Alexander Herzog, André Luckow, Ramu Nerella, Christopher Gropp, Amy W. Apon
Representativeness of latent dirichlet allocation topics estimated from data samples with application to common crawl. IEEE BigData (2017)
Jason W. Anderson, Hongxin Hu, Udit Agarwal, Craig Lowery, Hongda Li, Amy W. Apon
Performance considerations of network functions virtualization using containers. ICNC (2016)
Chris Gropp, Alexander Herzog, Ilya Safro, Paul W. Wilson, Amy W. Apon
Scalable Dynamic Topic Modeling with Clustered Latent Dirichlet Allocation (CLDA). CoRR (2016)
Mei Liang, Cesar Trejo, Lavanya Muthu, Linh Bao Ngo, André Luckow, Amy W. Apon
Evaluating R-Based Big Data Analytic Frameworks. CLUSTER (2015)
Linh Bao Ngo, Michael E. Payne, Flavio Villanustre, Richard Taylor, Amy W. Apon
Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study. SCREAM@HPDC (2015)
Amy W. Apon
Experimentation as a Tool for the Performance Evaluation of Big Data Systems. PABS@ICPE (2015)
André Luckow, Ken Kennedy, Fabian Manhardt, Emil Djerekarov, Bennie Vorster, Amy W. Apon
Automotive big data: Applications, workloads and infrastructures. IEEE BigData (2015)
William Clay Moody, Jason Anderson, Kuang-Ching Wang, Amy W. Apon
Reconfigurable network testbed for evaluation of datacenter topologies. DICT@HPDC (2014)
Linh Bao Ngo, Edward B. Duffy, Amy W. Apon
Teaching HDFS/MapReduce Systems Concepts to Undergraduates. IPDPS Workshops (2014)
Jason W. Anderson, Ken E. Kennedy, Linh Bao Ngo, André Luckow, Amy W. Apon
Synthetic data generation for the internet of things. IEEE BigData (2014)
William Clay Moody, Hongxin Hu, Amy W. Apon
Defensive maneuver cyber platform modeling with Stochastic Petri Nets. CollaborateCom (2014)
Michael E. Payne, Linh Bao Ngo, Flavio Villanustre, Amy W. Apon
Managing the academic data lifecycle: A case study of HPCC. IEEE BigData (2014)
William Clay Moody, Linh Bao Ngo, Edward B. Duffy, Amy W. Apon
JUMMP: Job Uninterrupted Maneuverable MapReduce Platform. CLUSTER (2013)
Tim Barrett, Graham Lenes, Ken Kennedy, Philipp Lix, Amy W. Apon
Automotive big data. CLUSTER (2013)
Wesley Emeneker, Amy W. Apon
On modeling contention for shared caches in multi-core processors with techniques from ecology. Nat. Comput. 12 (3) (2013)
Michael E. Payne, Linh Bao Ngo, Amy W. Apon
Academic publishing as a social media paradigm. IEEE BigData (2013)
Hai Nguyen, Amy W. Apon
A component-based end-to-end simulation of the Linux file system. Softw. Syst. Model. 12 (4) (2013)
Pengfei Xuan, Yueli Zheng, Sapna Sarupria, Amy W. Apon
SciFlow: A dataflow-driven model architecture for scientific computing using Hadoop. IEEE BigData (2013)
Wesley Emeneker, Amy W. Apon
Characterising the performance of cache-aware placement of virtual machines on a multi-core architecture. Int. J. Ad Hoc Ubiquitous Comput. 10 (2) (2012)
Linh Bao Ngo, Amy W. Apon, Doug Hoffman
An Empirical Study on Forecasting Using Decomposed Arrival Data of an Enterprise Computing System. ITNG (2012)
Hai-Quang Nguyen, Amy W. Apon
Parallel file system measurement and modeling using colored petri nets. ICPE (2012)
Linh Bao Ngo, Vijay Dantuluri, Michael J. Stealey, Stanley C. Ahalt, Amy W. Apon
An Architecture for Mining and Visualization of U.S. Higher Educational Data. ITNG (2012)
Seth Warn, Amy W. Apon, Jackson D. Cothren
Accelerating SIFT on hybrid clusters. GIS-HPDGIS (2011)
Hai-Quang Nguyen, Amy W. Apon
Hierarchical performance measurement and modeling of the linux file system. ICPE (2011)
Hai-Quang Nguyen, Amy W. Apon
Hierarchical performance measurement and modeling of the linux file system (abstracts only). SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)
Linh Ngo, Amy W. Apon, Doug Hoffman
A Forecasting Capability Study of Empirical Mode Decomposition for the Arrival Time of a Parallel Batch System. ITNG (2010)
Wesley Emeneker, Amy W. Apon
Cache Effects of Virtual Machine Placement on Multi-Core Processors. CIT (2010)
Linh Ngo, Baochuan Lu, Hung Bui, Amy W. Apon, Nathan Hamm, Lawrence W. Dowdy, Doug Hoffman, Denny Brewer
Application of Empirical Mode Decomposition to the Arrival Time Characterization of a Parallel Batch System Using System Logs. MSV (2009)
Seth Warn, Wesley Emeneker, Jackson D. Cothren, Amy W. Apon
Accelerating SIFT on parallel architectures. CLUSTER (2009)
Wesley Emeneker, Amy W. Apon
HPC virtual machine resource management. Mardi Gras Conference (2008)
Jens Mache, Amy W. Apon, Thomas Feilhauer, Barry Wilkinson
Grid computing at the undergraduate level: can we do it? SIGCSE (2008)
Linh Ngo, Amy W. Apon
Shibboleth as a Tool for Authorized Access Control to the Subversion Repository System. J. Softw. 2 (3) (2007)
Linh Ngo, Amy W. Apon
Using Shibboleth for Authorization and Authentication to the Subversion Version Control Repository System. ITNG (2007)
Jens Mache, Amy W. Apon
Teaching Grid Computing: Topics, Exercises, and Experiences. IEEE Trans. Educ. 50 (1) (2007)
Haiying (Helen) Shen, Amy W. Apon, Cheng-Zhong Xu
LORM: Supporting low-overhead P2P-based range-query and multi-attribute resource management in grids. ICPADS (2007)
Amy W. Apon, Matt Baker
Teaching Condor Grid Computing to Beginning Programming Students. IEEE Distributed Syst. Online 8 (4) (2007)
Yueyue Zhang, Amy W. Apon
Implementation Tradeoffs of the Array Files Library for Out-of-Core Computations. CLUSTER (2006)
Amy W. Apon, Gregory E. Monaco, Gordon K. Springer
The Great Plains Network (GPN) Middleware Test Bed. Scalable Comput. Pract. Exp. 7 (3) (2006)
Jens Mache, Amy W. Apon
Grid computing in the undergraduate classroom topics, exercises and experiences. CCGRID (2005)
Oscar Ardaiz-Villanueva, Miguel L. Bote-Lorenzo, Amy W. Apon, Barry Wilkinson
Collaborative and learning applications of grid technology and grid education. CCGRID (2005)
Mark Baker, Amy W. Apon, Clayton Ferner, Jeff Brown
Emerging Grid Standards. Computer 38 (4) (2005)
Baochuan Lu, Michael Tinker, Amy W. Apon, Doug Hoffman, Lawrence W. Dowdy
Adaptive Automatic Grid Reconfiguration Using Workload Phase Identification. e-Science (2005)
Amy W. Apon, Jens Mache, Rajkumar Buyya, Hai Jin
Cluster computing in the classroom and integration with computing curricula 2001. IEEE Trans. Educ. 47 (2) (2004)
G. G. Amerson, Amy W. Apon
Implementation and design analysis of a network messaging module using virtual interface architecture. CLUSTER (2004)
Lance Johnson, Amy W. Apon
A Three-Node Ring Lock Manager. PDPTA (2004)
Yueyue Zhang, Amy W. Apon, Peter Pulay
Array Files for Out-of-Core Computations. PDPTA (2003)
Amy W. Apon, Larry Wilbur
AmpNet - A Highly Available Cluster Interconnection Network. IPDPS (2003)
Mujahed Ibrahim, Amy W. Apon
Sorting Using MPI and PVFS on Workstation Clusters. PDPTA (2003)
Amy W. Apon, P. D. Wolinski, G. M. Amerson
Sensitivity of Cluster File System Access to I/O Server Selection. CCGRID (2002)
Amy W. Apon, Rajkumar Buyya, Hai Jin, Jens Mache
Cluster Computing in the Classroom: Topics, Guidelines, and Experiences. CCGRID (2001)
Mark Baker, Amy W. Apon
Middleware. Int. J. High Perform. Comput. Appl. 15 (2) (2001)
Amy W. Apon, Mark Baker
Network Technologies. Int. J. High Perform. Comput. Appl. 15 (2) (2001)
Hsiang Ann Chen, Yvette O. Carrasco, Amy W. Apon
MPI Collective Operations over IP Multicast. IPDPS Workshops (2000)
Amy W. Apon, Thomas D. Wagner, Lawrence W. Dowdy
A Learning Approach to Processor Allocation in Parallel Systems. CIKM (1999)
Parvathi Rajagopal, Amy W. Apon
Evaluation of Real-Time Fiber Communications for Prallel Collective Operations. IPPS/SPDP Workshops (1999)
Amy W. Apon, Hsiang Ann Chen, Charlotte F. Fischer, Larry Wilbur
A Communication Staging Technique for Network Cache Interconnected Clusters. IWCC (1999)
Amy W. Apon, Lawrence W. Dowdy
The Circulating Processor Model of Parallel Systems. IEEE Trans. Computers 46 (5) (1997)
Amy W. Apon
Challenges Of Capacity Planning In A Distributed Environment. Int. CMG Conference (1996)
Thomas D. Wagner, Evgenia Smirni, Amy W. Apon, Manish Madhukar, Lawrence W. Dowdy
The Effects of Thread Placement on the KSR1. IPPS (1994)
Emilia Rosti, Evgenia Smirni, Thomas D. Wagner, Amy W. Apon, Lawrence W. Dowdy
The KSR1: Experimentation and Modeling of Poststore. SIGMETRICS (1993)
Rajendra S. Wall, Amy W. Apon, Jennifer Beal, Michael T. Gately, Lamott G. Oren
An Evaluation of Commercial Expert System Building Tools. Data Knowl. Eng. 1 (4) (1985)