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2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

Oct. 17 2020 to Oct. 21 2020

Athens, Greece

ISBN: 978-1-7281-7383-2

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 2-2
[Copyright notice]Freely available from IEEE.pp. 3-3
Table of contentsFreely available from IEEE.pp. 4-15
Message from the MICRO 2020 General ChairFreely available from IEEE.pp. 16-17
Message from the MICRO 2020 Program Co-ChairsFreely available from IEEE.pp. 18-22
Organizing CommitteeFreely available from IEEE.pp. 23-24
Program CommitteeFreely available from IEEE.pp. 25-27
External Review CommitteeFreely available from IEEE.pp. 28-31
Steering CommitteeFreely available from IEEE.pp. 32-32
Additional External ReviewersFreely available from IEEE.pp. 33-33
MICRO-53 SponsorsFreely available from IEEE.pp. 34-34
KeynotesFull-text access may be available. Sign in or learn about subscription options.pp. 35-37
Graphene: Strong yet Lightweight Row Hammer ProtectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Yeonhong Park, Woosuk Kwon, Eojin Lee, Tae Jun Ham, Jung Ho Ahn, Jae W. Lee
Persist Level Parallelism: Streamlining Integrity Tree Updates for Secure Persistent MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 14-27
by Alexander Freij, Shougang Yuan, Huiyang Zhou, Yan Solihin
PThammer: Cross-User-Kernel-Boundary Rowhammer through Implicit AccessesFull-text access may be available. Sign in or learn about subscription options.pp. 28-41
by Zhi Zhang, Yueqiang Cheng, Dongxi Liu, Surya Nepal, Zhi Wang, Yuval Yarom
Draco: Architectural and Operating System Support for System Call SecurityFull-text access may be available. Sign in or learn about subscription options.pp. 42-57
by Dimitrios Skarlatos, Qingrong Chen, Jianyan Chen, Tianyin Xu, Josep Torrellas
SuperNPU: An Extremely Fast Neural Processing Unit Using Superconducting Logic DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 58-72
by Koki Ishida, Ilkwon Byun, Ikki Nagaoka, Kosuke Fukumitsu, Masamitsu Tanaka, Satoshi Kawakami, Teruo Tanimoto, Takatsugu Ono, Jangwoo Kim, Koji Inoue
Printed Machine Learning ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 73-87
by Muhammad Husnain Mubarik, Dennis D. Weller, Nathaniel Bleier, Matthew Tomei, Jasmin Aghassi-Hagmann, Mehdi B. Tahoori, Rakesh Kumar
Look-Up Table based Energy Efficient Processing in Cache Support for Neural Network AccelerationFull-text access may be available. Sign in or learn about subscription options.pp. 88-101
by Akshay Krishna Ramanathan, Gurpreet S Kalsi, Srivatsa Srinivasa, Tarun Makesh Chandran, Kamlesh R Pillai, Om J Omer, Vijaykrishnan Narayanan, Sreenivas Subramoney
FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level CacheFull-text access may be available. Sign in or learn about subscription options.pp. 102-117
by Ashutosh Dhar, Xiaohao Wang, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-mei Hwu, Nam Sung Kim, Deming Chen
BranchNet: A Convolutional Neural Network to Predict Hard-To-Predict BranchesFull-text access may be available. Sign in or learn about subscription options.pp. 118-130
by Siavash Zangeneh, Stephen Pruett, Sangkug Lym, Yale N. Patt
CHiRP: Control-Flow History Reuse PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 131-145
by Samira Mirbagher-Ajorpaz, Elba Garza, Gilles Pokam, Daniel A. Jiménez
I-SPY: Context-Driven Conditional Instruction Prefetching with CoalescingFull-text access may be available. Sign in or learn about subscription options.pp. 146-159
by Tanvir Ahmed Khan, Akshitha Sriraman, Joseph Devietti, Gilles Pokam, Heiner Litz, Baris Kasikci
Improving the Utilization of Micro-operation Caches in x86 ProcessorsFull-text access may be available. Sign in or learn about subscription options.pp. 160-172
by Jagadish B. Kotra, John Kalamatianos
Virtualized Logical Qubits: A 2.5D Architecture for Error-Corrected Quantum ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 173-185
by Casey Duckering, Jonathan M. Baker, David I. Schuster, Frederic T. Chong
Optimized Quantum Compilation for Near-Term Algorithms with OpenPulseFull-text access may be available. Sign in or learn about subscription options.pp. 186-200
by Pranav Gokhale, Ali Javadi-Abhari, Nathan Earnest, Yunong Shi, Frederic T. Chong
Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware CompilationFull-text access may be available. Sign in or learn about subscription options.pp. 201-214
by Yongshan Ding, Pranav Gokhale, Sophia Fuhui Lin, Richard Rines, Thomas Propson, Frederic T. Chong
Circuit Compilation Methodologies for Quantum Approximate Optimization AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 215-228
by Mahabubul Alam, Abdullah Ash-Saki, Swaroop Ghosh
Fast-BCNN: Massive Neuron Skipping in Bayesian Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 229-240
by Qiyu Wan, Xin Fu
Ptolemy: Architecture Support for Robust Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 241-255
by Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 256-269
by Gil Shomron, Uri Weiser
FIdelity: Efficient Resilience Analysis Framework for Deep Learning AcceleratorsFull-text access may be available. Sign in or learn about subscription options.pp. 270-281
by Yi He, Prasanna Balaprakash, Yanjing Li
Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention CharacteristicsFull-text access may be available. Sign in or learn about subscription options.pp. 282-297
by Minesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu
DStress: Automatic Synthesis of DRAM Reliability Stress Viruses using Genetic AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 298-312
by Lev Mukhanov, Dimitrios S. Nikolopoulos, Georgios Karakonstantis
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and CachingFull-text access may be available. Sign in or learn about subscription options.pp. 313-328
by Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez Luna, Mohammad Sadrosadati, Nika Mansouri Ghiasi, Onur Mutlu
PerpLE: Improving the Speed and Effectiveness of Memory Consistency TestingFull-text access may be available. Sign in or learn about subscription options.pp. 329-341
by Themis Melissaris, Markos Markakis, Kelly Shaw, Margaret Martonosi
CATCAM: Constant-time Alteration Ternary CAM with Scalable In-Memory ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 342-355
by Dibei Chen, Zhaoshi Li, Tianzhu Xiong, Zhiwei Liu, Jun Yang, Shouyi Yin, Shaojun Wei, Leibo Liu
DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 356-371
by Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing
Newton: A DRAM-maker’s Accelerator-in-Memory (AiM) Architecture for Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 372-385
by Mingxuan He, Choungki Song, Ilkon Kim, Chunseok Jeong, Seho Kim, Il Park, Mithuna Thottethodi, T. N. Vijaykumar
AQUOMAN: An Analytic-Query Offloading MachineFull-text access may be available. Sign in or learn about subscription options.pp. 386-399
by Shuotao Xu, Thomas Bourgeat, Tianhao Huang, Hojun Kim, Sungjin Lee, Arvind Arvind
MOUSE: Inference In Non-volatile Memory for Energy Harvesting ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 400-414
by Salonik Resch, S. Karen Khatamifard, Zamshed I. Chowdhury, Masoud Zabihi, Zhengyang Zhao, Husrev Cilasun, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu
More with Less – Deriving More Translation Rules with Less Training Data for DBTs Using ParameterizationFull-text access may be available. Sign in or learn about subscription options.pp. 415-426
by Jinhu Jiang, Rongchao Dong, Zhongjun Zhou, Changheng Song, Wenwen Wang, Pen-Chung Yew, Weihua Zhang
Optimizing the Memory Hierarchy by Compositing Automatic Transformations on Computations and DataFull-text access may be available. Sign in or learn about subscription options.pp. 427-441
by Jie Zhao, Peng Di
DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable SurrogatesFull-text access may be available. Sign in or learn about subscription options.pp. 442-455
by Alex Renda, Yishen Chen, Charith Mendis, Michael Carbin
Predicting Execution Times With Partial Simulations in Virtual Memory Research: Why and HowFull-text access may be available. Sign in or learn about subscription options.pp. 456-470
by Mohammad Agbarya, Idan Yaniv, Jayneel Gandhi, Dan Tsafrir
gem5-SALAM: A System Architecture for LLVM-based Accelerator ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 471-482
by Samuel Rogers, Joshua Slycord, Mohammadreza Baharani, Hamed Tabkhi
Shaving Retries with Sentinels for Fast Read over High-Density 3D FlashFull-text access may be available. Sign in or learn about subscription options.pp. 483-495
by Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Tei-Wei Kuo, Chun Jason Xue
Characterizing and Modeling Non-Volatile Memory SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 496-508
by Zixuan Wang, Xiao Liu, Jian Yang, Theodore Michailidis, Steven Swanson, Jishen Zhao
P-INSPECT: Architectural Support for Programmable Non-Volatile Memory FrameworksFull-text access may be available. Sign in or learn about subscription options.pp. 509-524
by Apostolos Kokolis, Thomas Shull, Jian Huang, Josep Torrellas
Unbounded Hardware Transactional Memory for a Hybrid DRAM/NVM Memory SystemFull-text access may be available. Sign in or learn about subscription options.pp. 525-538
by Jungi Jeong, Jaewan Hong, Seungryoul Maeng, Changhee Jung, Youngjin Kwon
(Almost) Fence-less Persist OrderingFull-text access may be available. Sign in or learn about subscription options.pp. 539-554
by Sara Mahdizadeh Shahri, Seyed Armin Vakil Ghahani, Aasheesh Kolli
Speculative Enforcement of Store AtomicityFull-text access may be available. Sign in or learn about subscription options.pp. 555-567
by Alberto Ros, Stefanos Kaxiras
Boosting Store Buffer Efficiency with Store-Prefetch BurstsFull-text access may be available. Sign in or learn about subscription options.pp. 568-580
by Juan M. Cebrian, Stefanos Kaxiras, Alberto Ros
D-SOAP: Dynamic Spatial Orientation Affinity Prediction for Caching in Multi-Orientation Memory SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 581-595
by Minli Julie Liao, Jack Sampson
Pipette: Improving Core Utilization on Irregular Applications through Intra-Core Pipeline ParallelismFull-text access may be available. Sign in or learn about subscription options.pp. 596-608
by Quan M. Nguyen, Daniel Sanchez
RnR: A Software-Assisted Record-and-Replay Hardware PrefetcherFull-text access may be available. Sign in or learn about subscription options.pp. 609-621
by Chao Zhang, Yuan Zeng, John Shalf, Xiaochen Guo
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 622-636
by Sheng-Chun Kao, Geonhwa Jeong, Tushar Krishna
Gemini: Learning to Manage CPU Power for Latency-Critical Search EnginesFull-text access may be available. Sign in or learn about subscription options.pp. 637-349
by Liang Zhou, Laxmi N. Bhuyan, K. K. Ramakrishnan
CuttleSys: Data-Driven Resource Management for Interactive Services on Reconfigurable MulticoresFull-text access may be available. Sign in or learn about subscription options.pp. 650-664
by Neeraj Kulkarni, Gonzalo Gonzalez-Pumariega, Amulya Khurana, Christine A. Shoemaker, Christina Delimitrou, David H. Albonesi
Jumanji: The Case for Dynamic NUCA in the DatacenterFull-text access may be available. Sign in or learn about subscription options.pp. 665-680
by Brian C. Schwedock, Nathan Beckmann
Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 681-697
by Soroush Ghodrati, Byung Hoon Ahn, Joon Kyung Kim, Sean Kinzer, Brahmendra Reddy Yatham, Navateja Alla, Hardik Sharma, Mohammad Alian, Eiman Ebrahimi, Nam Sung Kim, Cliff Young, Hadi Esmaeilzadeh
VR-DANN: Real-Time Video Recognition via Decoder-Assisted Neural Network AccelerationFull-text access may be available. Sign in or learn about subscription options.pp. 698-710
by Zhuoran Song, Feiyang Wu, Xueyuan Liu, Jing Ke, Naifeng Jing, Xiaoyao Liang
Procrustes: a Dataflow and Accelerator for Sparse Deep Neural Network TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 711-724
by Dingqing Yang, Amin Ghasemazar, Xiaowei Ren, Maximilian Golub, Guy Lemieux, Mieszko Lis
Duplo: Lifting Redundant Memory Accesses of Deep Neural Networks for GPU Tensor CoresFull-text access may be available. Sign in or learn about subscription options.pp. 725-737
by Hyeonjin Kim, Sungwoo Ahn, Yunho Oh, Bogil Kim, Won Woo Ro, William J. Song
DUET: Boosting Deep Neural Network Efficiency on Dual-Module ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 738-750
by Liu Liu, Zheng Qu, Lei Deng, Fengbin Tu, Shuangchen Li, Xing Hu, Zhenyu Gu, Yufei Ding, Yuan Xie
TFE: Energy-efficient Transferred Filter-based Engine to Compress and Accelerate Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 751-765
by Huiyu Mo, Leibo Liu, Wenjing Hu, Wenping Zhu, Qiang Li, Ang Li, Shouyi Yin, Jian Chen, Xiaowei Jiang, Shaojun Wei
MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise ProductFull-text access may be available. Sign in or learn about subscription options.pp. 766-780
by Nitish Srivastava, Hanchen Jin, Jie Liu, David Albonesi, Zhiru Zhang
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 781-795
by Mostafa Mahmoud, Isak Edo, Ali Hadi Zadeh, Omar Mohamed Awad, Gennady Pekhimenko, Jorge Albericio, Andreas Moshovos
SAVE: Sparsity-Aware Vector Engine for Accelerating DNN Training and Inference on CPUsFull-text access may be available. Sign in or learn about subscription options.pp. 796-810
by Zhangxiaowen Gong, Houxiang Ji, Christopher W. Fletcher, Christopher J. Hughes, Sara Baghsorkhi, Josep Torrellas
GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 811-824
by Ali Hadi Zadeh, Isak Edo, Omar Mohamed Awad, Andreas Moshovos
TrainBox: An Extreme-Scale Neural Network Training Server Architecture by Systematically Balancing OperationsFull-text access may be available. Sign in or learn about subscription options.pp. 825-838
by Pyeongsu Park, Heetaek Jeong, Jangwoo Kim
Coordinated Priority-aware Charging of Distributed Batteries in Oversubscribed Data CentersFull-text access may be available. Sign in or learn about subscription options.pp. 839-851
by Sulav Malla, Qingyuan Deng, Zoh Ebrahimzadeh, Joe Gasperetti, Sajal Jain, Parimala Kondety, Thiara Ortiz, Debra Vieira
HyperPlane: A Scalable Low-Latency Notification Accelerator for Software Data PlanesFull-text access may be available. Sign in or learn about subscription options.pp. 852-867
by Amirhossein Mirhosseini, Hossein Golestani, Thomas F. Wenisch
ThymesisFlow: A Software-Defined, HW/SW co-Designed Interconnect Stack for Rack-Scale Memory DisaggregationFull-text access may be available. Sign in or learn about subscription options.pp. 868-880
by Christian Pinto, Dimitris Syrivelis, Michele Gazzetti, Panos Koutsovasilis, Andrea Reale, Kostas Katrinis, H. Peter Hofstee
A Benchmarking Framework for Interactive 3D Applications in the CloudFull-text access may be available. Sign in or learn about subscription options.pp. 881-894
by Tianyi Liu, Sen He, Sunzhou Huang, Danny Tsang, Lingjia Tang, Jason Mars, Wei Wang
A Locality-Aware Energy-Efficient Accelerator for Graph Mining ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 895-907
by Pengcheng Yao, Long Zheng, Zhen Zeng, Yu Huang, Chuangyi Gui, Xiaofei Liao, Hai Jin, Jingling Xue
GraphPulse: An Event-Driven Hardware Accelerator for Asynchronous Graph ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 908-921
by Shafiur Rahman, Nael Abu-Ghazaleh, Rajiv Gupta
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload RebalancingFull-text access may be available. Sign in or learn about subscription options.pp. 922-936
by Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steve Reinhardt, Martin C. Herbordt
SeedEx: A Genome Sequencing Accelerator for Optimal Alignments in Subminimal SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 937-950
by Daichi Fujiki, Shunhao Wu, Nathan Ozog, Kush Goliya, David Blaauw, Satish Narayanasamy, Reetuparna Das
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 951-966
by Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gomez-Luna, Amirali Boroumand, Anant Norion, Allison Scibisz, Sreenivas Subramoneyon, Can Alkan, Saugata Ghose, Onur Mutlu
Selective Replication in Memory-Side GPU CachesFull-text access may be available. Sign in or learn about subscription options.pp. 967-980
by Xia Zhao, Magnus Jahre, Lieven Eeckhout
Deterministic Atomic BufferingFull-text access may be available. Sign in or learn about subscription options.pp. 981-995
by Yuan Hsi Chou, Christopher Ng, Shaylin Cattell, Jeremy Intan, Matthew D. Sinclair, Joseph Devietti, Timothy G. Rogers, Tor M. Aamodt
BOW: Breathing Operand Windows to Exploit Bypassing in GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 996-1008
by Hodjat Asghari Esfeden, Amirali Abdolrashidi, Shafiur Rahman, Daniel Wong, Nael Abu-Ghazaleh
MDM: The GPU Memory Divergence ModelFull-text access may be available. Sign in or learn about subscription options.pp. 1009-1021
by Lu Wang, Magnus Jahre, Almutaz Adileho, Lieven Eeckhout
Locality-Centric Data and Threadblock Management for Massive GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 1022-1036
by Mahmoud Khairy, Vadim Nikiforov, David Nellans, Timothy G. Rogers
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-AggregationFull-text access may be available. Sign in or learn about subscription options.pp. 1037-1050
by Yu Feng, Boyuan Tian, Tiancheng Xu, Paul Whatmough, Yuhao Zhu
FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient MicroprocessorsFull-text access may be available. Sign in or learn about subscription options.pp. 1051-1066
by Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Lois Orosa, Efraim Rotem, Avi Mendelson, Anupam Chattopadhyay, Onur Mutlu
Building the Computing System for Autonomous Micromobility Vehicles: Design Constraints and Architectural OptimizationsFull-text access may be available. Sign in or learn about subscription options.pp. 1067-1081
by Bo Yu, Wei Hu, Leimeng Xu, Jie Tang, Shaoshan Liu, Yuhao Zhu
AutoScale: Energy Efficiency Optimization for Stochastic Edge Inference Using Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1082-1096
by Young Geun Kim, Carole-Jean Wu
NCPU: An Embedded Neural CPU Architecture on Resource-Constrained Low Power Devices for Real-time End-to-End PerformanceFull-text access may be available. Sign in or learn about subscription options.pp. 1097-1109
by Tianyu Jia, Yuhao Ju, Russ Joseph, Jie Gu
CaSA: End-to-end Quantitative Security Analysis of Randomly Mapped CachesFull-text access may be available. Sign in or learn about subscription options.pp. 1110-1123
by Thomas Bourgeat, Jules Drean, Yuheng Yang, Lillian Tsai, Joel Emer, Mengjia Yan
PerSpectron: Detecting Invariant Footprints of Microarchitectural Attacks with PerceptronFull-text access may be available. Sign in or learn about subscription options.pp. 1124-1137
by Samira Mirbagher-Ajorpaz, Gilles Pokam, Esmaeil Mohammadian-Koruyeh, Elba Garza, Nael Abu-Ghazaleh, Daniel A. Jiménez
Speculation Invariance (InvarSpec): Faster Safe Execution Through Program AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1138-1152
by Zirui Neil Zhao, Houxiang Ji, Mengjia Yan, Jiyong Yu, Christopher W. Fletcher, Adam Morrison, Darko Marinov, Josep Torrellas
Hardware-based Always-On Heap Memory SafetyFull-text access may be available. Sign in or learn about subscription options.pp. 1153-1166
by Yonghae Kim, Jaekyu Lee, Hyesoon Kim
Author IndexFreely available from IEEE.pp. 1167-1172
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