Publicationshpcs2021-02-27T13:35:28+09:00
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- NeuroEngine: A Hardware-Based Event-Driven Simulation System for Advanced Brain-Inspired Computing
Hunjun Lee, Chanmyeong Kim, Yujin Chung, and Jangwoo Kim
26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Apr. 2021
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- FVM: FPGA-assisted Virtual Device Emulation for Fast, Scalable, and Flexible Storage Virtualization
Dongup Kwon, Junehyuk Boo, Dongryeong Kim, and Jangwoo Kim
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Nov. 2020
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- TrainBox: An Extreme-Scale Neural Network Training Server Architecture by Systematically Balancing Operations
Pyeongsu Park, Heetaek Jeong, and Jangwoo Kim
53rd IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2020
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- SuperNPU: An Extremely Fast Neural Processing Unit Using Superconducting Logic Devices
Koki Ishida, Il-Kwon Byun, Ikki Nagaoka, Kosuke Fukumitsu, Masamitsu Tanaka, Satoshi Kawakami, Teruo Tanimoto, Takatsugu Ono, Jangwoo Kim, and Koji Inoue
53rd IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2020
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- CryoCore: A Fast and Dense Processor Architecture for Cryogenic Computing
Il-Kwon Byun, Dongmoon Min, Gyu-Hyeon Lee, Seongmin Na, and Jangwoo Kim
47th ACM/IEEE International Symposium on Computer Architecture (ISCA), June. 2020
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- A Multi-Neural Network Acceleration Architecture
Eunjin Baek, Dongup Kwon, and Jangwoo Kim
47th ACM/IEEE International Symposium on Computer Architecture (ISCA), June. 2020
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- Scalable Multi-FPGA Acceleration for Large RNNs with Full Parallelism Levels
Dongup Kwon, Suyeon Hur, Hamin Jang, Eriko Nurvitadhi, and Jangwoo Kim
ACM/ESDA/IEEE Design Automation Conference (DAC), Jul. 2020
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- CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing
Dongmoon Min, Il-Kwon Byun, Gyu-Hyeon Lee, Seongmin Na, and Jangwoo Kim
25th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Mar. 2020
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- FIDR: A Scalable Storage System for Fine-Grain Inline Data Reduction with Efficient Memory Handling
Mohammadamin Ajdari, Wonsik Lee, Pyeongsu Park, Joonsung Kim, and Jangwoo Kim
52nd IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2019
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- FlexLearn: Fast and Highly Efficient Brain Simulations Using Flexible On-Chip Learning
Eunjin Baek, Hunjun Lee, Youngsok Kim, and Jangwoo Kim
52nd IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2019
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- Cryogenic Computer Architecture Modeling with Memory-Side Case Studies
Gyuhyeon Lee, Dongmoon Min, Ilkwon Byun, and Jangwoo Kim
46th ACM/IEEE International Symposium on Computer Architecture (ISCA), June. 2019
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- MnnFast: A Fast and Scalable System Architecture for Memory-Augmented Neural Networks
Hanhwi Jang, Joonsung Kim, Jae-Eon Jo, Jaewon Lee, and Jangwoo Kim
46th ACM/IEEE International Symposium on Computer Architecture (ISCA), June. 2019
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- Why Compete When You Can Work Together: FPGA-ASIC Integration for Persistent RNNs
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory Chen, Phil Knag, Raghavan Kumar, Ram Krishnamurthy, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Debbie Marr, and Aravind Dasu
27th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), Apr. 2019
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- μLayer: Low Latency On-Device Inference Using Cooperative Single-Layer Acceleration and Processor-Friendly Quantization
Youngsok Kim, Joonsung Kim, Dongju Chae, Daehyun Kim, and Jangwoo Kim
14th ACM European Conference on Computer Systems (EuroSys), Mar. 2019
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- Evaluating and Enhancing Intel® Stratix® 10 FPGAs for Persistent Real-Time AI
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory Chen, Phil Knag, Raghavan Kumar, Ram Krishnamurthy, Debbie Marr, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Aravind Dasu
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), Feb. 2019
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- CIDR: A Cost-Effective In-line Data Reduction System for Terabit-per-Second Scale SSD Arrays
Mohammadamin Ajdari, Pyeongsu Park, Joonsung Kim, Dongup Kwon, and Jangwoo Kim
25th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Feb. 2019
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- RpStacks-MT: A High-throughput Multi-core Processor Design Evaluation Methodology
Hanhwi Jang, Jae-Eon Jo, Jaewon Lee, and Jangwoo Kim
51th IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2018
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- SSDcheck: Timely and Accurate Prediction of Irregular Behaviors in Black-Box SSDs
Joonsung Kim, Pyeongsu Park, Jaehyung Ahn, Jihun Kim, Jong Kim, and Jangwoo Kim
51th IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2018
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- DynaMix: Dynamic Mobile Device Integration for Efficient Cross-device Resource Sharing
Dongju Chae, Joonsung Kim, Gwangmu Lee, Hanjun Kim, Kyung-Ah Chang, Hyogun Lee, and Jangwoo Kim
2018 USENIX Annual Technical Conference (USENIX ATC), July 2018
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- DCS-ctrl: A Fast and Flexible Device-Control Mechanism for Device-Centric Server Architecture
Dongup Kwon, Jaehyung Ahn, Dongju Chae, Mohammadamin Ajdari, Jaewon Lee, Suheon Bae, Youngsok Kim, and Jangwoo Kim
45th ACM/IEEE International Symposium on Computer Architecture (ISCA), June 2018
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- Flexon: A Flexible Digital Neuron for Efficient Spiking Neural Network Simulations
Dayeol Lee, Gwangmu Lee, Dongup Kwon, Sunghwa Lee, Youngsok Kim, and Jangwoo Kim
45th ACM/IEEE International Symposium on Computer Architecture (ISCA), June 2018
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- DiagSim: Systematically Diagnosing Simulators for Healthy Simulations
Jae-Eon Jo, Gyu-Hyeon Lee, Hanhwi Jang, Jaewon Lee, Mohammadamin Ajdari, and Jangwoo Kim
ACM Transactions on Architecture and Code Optimization (TACO), vol. 15, Apr. 2018
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- WSMeter: A Performance Evaluation Methodology for Google’s Production Warehouse-Scale Computers
Jaewon Lee, Changkyu Kim, Kun Lin, Liqun Cheng, Rama Govindaraju, and Jangwoo Kim
23rd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Mar. 2018
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- Google Workloads for Consumer Devices: Mitigating Data Movement Bottlenecks
Amirali Boroumand, Saugata Ghose, Youngsok Kim, Rachata Ausavarungnirun, Eric Shiu, Rahul Thakur, Daehyun Kim, Aki Kuusela, Allan Knies, Parthasarathy Ranganathan, and Onur Mutlu
23rd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Mar. 2018
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- SSD Performance Modeling Using Bottleneck Analysis
Jihun Kim, Joonsung Kim, Pyeongsu Park, Jong Kim, and Jangwoo Kim
IEEE Computer Architecture Letters (CAL), vol. 17, Jan.-June 2018
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- A Scalable HW-Based Inline Deduplication for SSD Arrays
Mohammadamin Ajdari, Pyeongsu Park, Dongup Kwon, Joonsung Kim, and Jangwoo Kim
IEEE Computer Architecture Letters (CAL), vol. 17, Jan.-June 2018
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- GPUpd: A Fast and Scalable Multi-GPU Architecture Using Cooperative Projection and Distribution
Youngsok Kim, Jae-Eon Jo, Hanhwi Jang, Minsoo Rhu, Hanjun Kim, and Jangwoo Kim
50th IEEE/ACM International Symposium on Microarchitecture (MICRO), Oct. 2017
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- StressRight: Finding the Right Stress for Accurate In-development System Evaluation
Jaewon Lee, Hanhwi Jang, Jae-eon Jo, Gyu-hyeon Lee, and Jangwoo Kim
2017 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Apr. 2017
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- CloudSwap: A Cloud-Assisted Swap Mechanism for Mobile Devices
Dongju Chae, Joonsung Kim, Youngsok Kim, Kyung-Ah Chang, Sang-Bum Suh, Hyogun Lee, and Jangwoo Kim
16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid), May 2016
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- DTStorage: Dynamic Tape-based Storage for Cost-effective and Highly-available Streaming Service
Jaewon Lee, Jaehyung Ahn, Choongul Park, and Jangwoo Kim
16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid), May 2016
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- Efficient Footprint Caching for Tagless DRAM Caches
Hakbeom Jang, Yongjun Lee, Jongwon Kim, Youngsok Kim, Jangwoo Kim, Jinkyu Jeong, and Jae W. Lee
22nd IEEE International Symposium on High Performance Computer Architecture (HPCA), Mar. 2016
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- DCS: A Fast and Scalable Device-Centric Server Architecture
Jaehyung Ahn, Dongup Kwon, Youngsok Kim, Mohammadamin Ajdari, Jaewon Lee, and Jangwoo Kim
48th IEEE/ACM International Symposium on Microarchitecture (MICRO), Dec. 2015
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- A Fully Associative, Tagless DRAM Cache
Yongjun Lee, Jongwon Kim, Hakbeom Jang, Hyunggyun Yang, Jangwoo Kim, Jinkyu Jeong, and Jae W. Lee
42nd International Symposium on Computer Architecture (ISCA), June 2015
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- RpStacks: Fast and Accurate Processor Design Space Exploration Using Representative Stall-Event Stacks
Jaewon Lee, Hanhwi Jang, and Jangwoo Kim
47th IEEE/ACM International Symposium on Microarchitecture (MICRO), Dec. 2014
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- Microbank: Architecting Through-Silicon Interposer-Based Main-Memory Systems
Young Hoon Son, Seongil O, Hyunggyun Yang, Daejin Jung, Jung Ho Ahn, Jangwoo Kim, John Kim, and Jae W. Lee
26th International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Nov. 2014
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- CMcloud: Cloud Platform for Cost-Effective Offloading of Mobile Applications
Dongju Chae, Jihun Kim, Jangwoo Kim, Jong Kim, Seungjun Yang, Yeongpil Cho, Yongin Kwon, and Yunheung Paek
14th IEEE/ACM International Sympsium on Cluster, Cloud and Grid Computing (CCGrid), May 2014
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- Stealing Webpages Rendered on Your Browser by Exploiting GPU Vulnerabilities
Sangho Lee, Youngsok Kim, Jangwoo Kim, and Jong Kim
35th IEEE Symposium on Security and Privacy (Oakland), May 2014
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- GPUdmm: A High-Performance and Memory-Oblivious GPU Architecture Using Dynamic Memory Management
Youngsok Kim, Jaewon Lee, Jae-Eon Jo, and Jangwoo Kim
20th IEEE International Symposium on High Performance Computer Architecture (HPCA), Feb. 2014
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- ScaleGPU: GPU Architecture for Memory-Unaware GPU Programming
Youngsok Kim, Jaewon Lee, Donggyu Kim, and Jangwoo Kim
IEEE Computer Architecture Letters (CAL), vol. 13, July-Dec. 2014
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- Building Fast, Dense, Low-Power Caches Using Erasure-Based Inline Multi-Bit ECC
Jangwoo Kim, Mark McCartney, Mudit Bhargava, Hyunggyun Yang, Ken Mai, and Babak Falsafi
19th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC), Dec. 2013
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- Guide-Copy: Fast and Silent Migration of Virtual Machine for Datacenters
Jihun Kim, Dongju Chae, Jangwoo Kim, and Jong Kim
25th International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Nov. 2013
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- LINQits: Big Data on Little Clients
Eric Chung, John Davis, and Jaewon Lee
40th International Symposium on Computer Architecture (ISCA), June 2013