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Ryan N. Rakvic

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affiliation: United States Naval Academy, Maryland, Electrical and Computer Engineering Department

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Journal Articles

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2024
[j17]
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Jennie Hill, T. Owens Walker, Justin A. Blanco, Robert W. Ives, Ryan N. Rakvic, Bruce Jacob:
Ransomware Classification Using Hardware Performance Counters on a Non-Virtualized System. IEEE Access 12: 63865-63884 (2024)
[j16]
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Christian DeLozier, Justin A. Blanco, Ryan N. Rakvic, James Shey:
Maintaining Symmetry between Convolutional Neural Network Accuracy and Performance on an Edge TPU with a Focus on Transfer Learning Adjustments. Symmetry 16(1): 91 (2024)
2021
[j15]
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Dane Brown, T. Owens Walker III, Justin A. Blanco, Robert W. Ives, Hau T. Ngo, James Shey, Ryan N. Rakvic:
Detecting firmware modification on solid state drives via current draw analysis. Comput. Secur. 102: 102149 (2021)
2020
[j14]
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T. Owens Walker, Justin A. Blanco, Ryan N. Rakvic, Ann C. Vanleer, Dane Brown, James Shey, Gregory L. Sinsley, Hau T. Ngo, Robert W. Ives:
Classifying Proprietary Firmware on a Solid State Drive Using Idle State Current Draw Measurements. IEEE Access 8: 31869-31881 (2020)
2019
[j13]
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James Shey, Justin A. Blanco, T. Owens Walker, Thomas W. Tedesso, Hau T. Ngo, Ryan N. Rakvic, Kevin D. Fairbanks:
Monitoring Device Current to Characterize Trim Operations of Solid-State Drives. IEEE Trans. Inf. Forensics Secur. 14(5): 1296-1306 (2019)
2018
[j12]
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John DeVale, Ryan N. Rakvic, Kevin Rudd:
Another dimension in integrated circuit trust. J. Cryptogr. Eng. 8(4): 315-326 (2018)
2017
[j11]
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Thomas M. Murphy, Randy P. Broussard, Robert Schultz, Ryan N. Rakvic, Hau T. Ngo:
Face detection with a Viola-Jones based hybrid network. IET Biom. 6(3): 200-210 (2017)
2016
[j10]
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Ryan N. Rakvic, Randy P. Broussard, Hau T. Ngo:
Energy Efficient Iris Recognition With Graphics Processing Units. IEEE Access 4: 2831-2839 (2016)
[j9]
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Thomas M. Murphy, Randy P. Broussard, Ryan N. Rakvic, Hau T. Ngo, Robert W. Ives, Robert Schultz, Joseph T. Aguayo:
Use of synthetic data to test biometric algorithms. J. Electronic Imaging 25(4): 043023 (2016)
2014
[j8]
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Hau T. Ngo, Ryan N. Rakvic, Randy P. Broussard, Robert W. Ives:
Resource-aware architecture design and implementation of hough transform for a real-time iris boundary detection system. IEEE Trans. Consumer Electron. 60(3): 485-492 (2014)
2013
[j7]
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Hau T. Ngo, Robert W. Ives, Ryan N. Rakvic, Randy P. Broussard:
Real-time video surveillance on an embedded, programmable platform. Microprocess. Microsystems 37(6-7): 562-571 (2013)
[j6]
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Javier Lira, Carlos Molina, Ryan N. Rakvic, Antonio González:
Replacement techniques for dynamic NUCA cache designs on CMPs. J. Supercomput. 64(2): 548-579 (2013)
2011
[j5]
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Ryan N. Rakvic, Robert W. Ives, Javier Lira, Carlos Molina:
Case for a field-programmable gate array multicore hybrid machine for an image-processing application. J. Electronic Imaging 20(1): 013015 (2011)
2010
[j4]
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Ryan N. Rakvic, Hau T. Ngo, Randy P. Broussard, Robert W. Ives:
Comparing an FPGA to a Cell for an Image Processing Application. EURASIP J. Adv. Signal Process. 2010 (2010)
[j3]
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Ryan N. Rakvic, José González, Qiong Cai, Pedro Chaparro, Grigorios Magklis, Antonio González:
Energy efficiency via thread fusion and value reuse. IET Comput. Digit. Tech. 4(2): 114-125 (2010)
[j2]
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Ryan N. Rakvic, Qiong Cai, José González, Grigorios Magklis, Pedro Chaparro, Antonio González:
Thread-management techniques to maximize efficiency in multicore and simultaneous multithreaded microprocessors. ACM Trans. Archit. Code Optim. 7(2): 9:1-9:25 (2010)
2009
[j1]
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Ryan N. Rakvic, Bradley J. Ulis, Randy P. Broussard, Robert W. Ives, Neil Steiner:
Parallelizing iris recognition. IEEE Trans. Inf. Forensics Secur. 4(4): 812-823 (2009)

Conference and Workshop Papers

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2022
[c25]
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Olivia Shapiro, James Shey, Jennie Hill, Robert Ives, Ryan N. Rakvic, Hau T. Ngo, T. Owens Walker III:
Toward Thermal Imaging Analysis to Characterize Operations of Solid-State Drives via the Temperature Side-Channel. IEEECONF 2022: 153-157
[c24]
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Jennie Hill, Justin A. Blanco, James Shey, Ryan N. Rakvic, T. Owens Walker III:
Toward Classification of Phase Change Memory and 3D NAND Flash SSDs Using Power-based Side-channel Analysis in the Time-domain. MEMSYS 2022: 12:1-12:7
2020
[c23]
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Rupam Mondal, Hau T. Ngo, James Shey, Ryan N. Rakvic, T. Owens Walker, Dane Brown:
Efficient architecture design for the AES-128 algorithm on embedded systems. CF 2020: 89-97
2019
[c22]
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  - conf/cse/McDowellRNWIB19
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Ryan McDowell, Ryan N. Rakvic, Hau T. Ngo, T. Owens Walker, Robert W. Ives, Dane Brown:
Using Current Draw Analysis to Identify Suspicious Firmware Behavior in Solid State Drives. CSE/EUC 2019: 92-97
2018
[c21]
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  - conf/dasc/JohnsonVBRSNBW18
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Zachary Johnson, Alex Varon, Justin A. Blanco, Ryan N. Rakvic, James Shey, Hau T. Ngo, Dane Brown, T. Owens Walker:
Classifying Solid State Drive Firmware via Side-Channel Current Draw Analysis. DASC/PiCom/DataCom/CyberSciTech 2018: 943-948
[c20]
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Dane Brown, T. Owens Walker, Ryan N. Rakvic, Robert W. Ives, Hau T. Ngo, James Shey, Justin A. Blanco:
Towards detection of modified firmware on solid state drives via side channel analysis. MEMSYS 2018: 315-320
2016
[c19]
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James Shey, Ryan N. Rakvic, Hau T. Ngo, T. Owens Walker, Thomas W. Tedesso, Justin A. Blanco, Kevin D. Fairbanks:
Inferring trimming activity of solid-state drives based on energy consumption. I2MTC 2016: 1-6
[c18]
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  - conf/uemcom/CancliniMSWRNF16
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JonPaul Canclini, James McMasters, James Shey, T. Owens Walker, Ryan N. Rakvic, Hau T. Ngo, Kevin D. Fairbanks:
Inferring read and write operations of solid-state drives based on energy consumption. UEMCON 2016: 1-6
2015
[c17]
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Matthew T. Carothers, Hau T. Ngo, Ryan N. Rakvic, Randy P. Broussard:
Iris unwrapping using the Bresenham circle algorithm for real-time iris recognition. Real-Time Image and Video Processing 2015: 94000E
2014
[c16]
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Thomas M. Murphy, Randy P. Broussard, Robert Schultz, Ryan N. Rakvic, Hau T. Ngo:
A Viola-Jones based hybrid face detection framework. Intelligent Robots and Computer Vision: Algorithms and Techniques 2014: 902509
2012
[c15]
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  - conf/asap/NgoSIRB12
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Hau T. Ngo, Jennifer Shafer, Robert W. Ives, Ryan N. Rakvic, Randy P. Broussard:
Real Time Iris Segmentation on FPGA. ASAP 2012: 1-7
2009
[c14]
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Ryan N. Rakvic, Randy P. Broussard, Delores M. Etter, Lauren R. Kennell, James R. Matey:
Iris matching with configurable hardware. Real-Time Image and Video Processing 2009: 724402
2008
[c13]
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Qiong Cai, José González, Ryan N. Rakvic, Grigorios Magklis, Pedro Chaparro, Antonio González:
Meeting points: using thread criticality to adapt multicore hardware to parallel regions. PACT 2008: 240-249
[c12]
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  - conf/acssc/IvesBKRE08
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Robert W. Ives, Randy P. Broussard, Lauren R. Kennell, Ryan N. Rakvic, Delores M. Etter:
Iris recognition using the Ridge Energy Direction (RED) algorithm. ACSCC 2008: 1219-1223
[c11]
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Ryan N. Rakvic, Bradley J. Ulis, Randy P. Broussard, Robert W. Ives:
Iris template generation with parallel logic. ACSCC 2008: 1872-1875
[c10]
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  - conf/ipas/BroussardKIR08
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Randy P. Broussard, Lauren R. Kennell, Robert W. Ives, Ryan N. Rakvic:
An artificial neural network based matching metric for iris identification. Image Processing: Algorithms and Systems 2008: 68120
[c9]
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  - conf/islped/GonzalezCCMRG08
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José González, Qiong Cai, Pedro Chaparro, Grigorios Magklis, Ryan N. Rakvic, Antonio González:
Thread fusion. ISLPED 2008: 363-368
2006
[c8]
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  - conf/ACMmsp/PengLWGR06
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Jinzhan Peng, Guei-Yuan Lueh, Gansha Wu, Xiaogang Gou, Ryan N. Rakvic:
A comprehensive study of hardware/software approaches to improve TLB performance for java applications on embedded systems. Memory System Performance and Correctness 2006: 102-111
[c7]
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  - conf/isca/HankinsCCWRWS06
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Richard A. Hankins, Gautham N. Chinya, Jamison D. Collins, Perry H. Wang, Ryan N. Rakvic, Hong Wang, John Paul Shen:
Multiple Instruction Stream Processor. ISCA 2006: 114-127
2004
[c6]
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  - conf/micro/AnnavaramRPBHD04
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Murali Annavaram, Ryan N. Rakvic, Marzia Polito, Jean-Yves Bouguet, Richard A. Hankins, Bob Davies:
The Fuzzy Correlation between Code and Performance Predictability. MICRO 2004: 93-104
2002
[c5]
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  - conf/hpca/RakvicBLS02
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Ryan N. Rakvic, Bryan Black, Deepak Limaye, John Paul Shen:
Non-Vital Loads. HPCA 2002: 165-174
[c4]
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Youfeng Wu, Ryan N. Rakvic, Li-Ling Chen, Chyi-Chang Miao, George Chrysos, Jesse Fang:
Compiler managed micro-cache bypassing for high performance EPIC processors. MICRO 2002: 134-145
2001
[c3]
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  - conf/iccd/LimayeRS01
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Deepak Limaye, Ryan N. Rakvic, John Paul Shen:
Parallel Cachelets. ICCD 2001: 284-292
2000
[c2]
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Ryan N. Rakvic, Bryan Black, John Paul Shen:
Completion time multiple branch prediction for enhancing trace cache performance. ISCA 2000: 47-58
1998
[c1]
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  - conf/ics/BlackMPRUS98
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Bryan Black, Brian Mueller, Stephanie Postal, Ryan N. Rakvic, Noppanunt Utamaphethai, John Paul Shen:
Load Execution Latency Reduction. International Conference on Supercomputing 1998: 29-36

Reference Works

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2015
[r4]
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Ryan N. Rakvic, Randy P. Broussard, Lauren R. Kennell, Robert W. Ives, Robert Bell:
Iris Acquisition Device. Encyclopedia of Biometrics 2015: 946-955
[r3]
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Lauren R. Kennell, Ryan N. Rakvic, Randy P. Broussard:
Segmentation of Off-Axis Iris Images. Encyclopedia of Biometrics 2015: 1348-1354
2009
[r2]
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Ryan N. Rakvic, Randy P. Broussard, Lauren R. Kennell, Robert W. Ives, Robert Bell:
Iris Acquisition Device. Encyclopedia of Biometrics 2009: 761-769
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Lauren R. Kennell, Ryan N. Rakvic, Randy P. Broussard:
Segmentation of Off-Axis Iris Images. Encyclopedia of Biometrics 2009: 1158-1163

Coauthor Index

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