Ming-Chang Yang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 66

Top Topics

Garbage Collection

Storage Devices

Magnetic Recording

Hard Disk Drive

Top Venues

IEEE Trans. Computers

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Shih-Hung Tseng, Tseng-Yi Chen, Ming-Chang Yang
Are Superpages Super-fast? Distilling Flash Blocks to Unify Flash Pages of a Superpage in an SSD. HPCA (2024)
Tsun-Yu Yang, Cale England, Yi Li, Bingzhe Li, Ming-Chang Yang
Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing. ASPLOS (2) (2024)
Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li
Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024. HPCA (2024)
Bohao Peng, Zhuotao Tian, Shu Liu, Ming-Chang Yang, Jiaya Jia
Scalable Language Model with Generalized Continual Learning. ICLR (2024)
Tsun-Yu Yang, Xiangjun Peng, Wang Kang, Ming-Chang Yang
Toward Write Optimization for Skyrmion Racetrack Memory by Skyrmion Repermutation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (6) (2024)
Tsun-Yu Yang, Yizou Chen, Yuhong Liang, Ming-Chang Yang
Seraph: Towards Scalable and Efficient Fully-external Graph Computation via On-demand Processing. FAST (2024)
Zhuotao Tian, Pengguang Chen, Xin Lai, Li Jiang, Shu Liu, Hengshuang Zhao, Bei Yu, Ming-Chang Yang, Jiaya Jia
Adaptive Perspective Distillation for Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Shih-Chun Chou, Yi-Shen Chen, Ping-Xiang Chen, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Yu-Fang Chen, Yu-Ming Chang
FSD: File-related Secure Deletion to Prolong the Lifetime of Solid-State Drives. NVMSA (2023)
Chao Wang, Junliang Hu, Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang
SEPH: Scalable, Efficient, and Predictable Hashing on Persistent Memory. OSDI (2023)
Xiangjun Peng, Zheng Huang, Alex Cantrell, Bihua Shu, Ke Ke Xie, Yi Li, Yu Li, Li Jiang, Qiang Xu, Ming-Chang Yang
EXPERT: EXPloiting DRAM ERror Types to Improve the Effective Forecasting Coverage in the Field. DSN-S (2023)
Xiangjun Peng, Yaohua Wang, Ming-Chang Yang
CHOPPER: A Compiler Infrastructure for Programmable Bit-serial SIMD Processing Using Memory in DRAM. HPCA (2023)
Chenhan Jin, Kaiwen Zhou, Bo Han, James Cheng, Ming-Chang Yang
Efficient Private SCO for Heavy-Tailed Data via Clipping. CoRR (2022)
Yifan Hou, Jian Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang
Measuring and Improving the Use of Graph Information in Graph Neural Networks. CoRR (2022)
Yuhong Liang, Ming-Chang Yang, Shuo-Han Chen
MAGIC: Making IMR-Based HDD Perform Like CMR-Based HDD. IEEE Trans. Computers 71 (3) (2022)
Shuo-Han Chen, Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang
A File-Oriented Fast Secure Deletion Strategy for Shingled Magnetic Recording Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Tseng-Yi Chen, Shao-Hung Chi, Ming-Chang Yang, Ting-Ying Chien
Enabling the Duo-Phase Data Management to Realize Longevity Bit-Alterable Flash Memory. IEEE Trans. Computers 71 (8) (2022)
Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, Yuan-Hao Chang
Performance Enhancement of SMR-Based Deduplication Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Shuo-Han Chen, Yuhong Liang, Ming-Chang Yang
KVSTL: An Application Support to LSM-Tree Based Key-Value Store via Shingled Translation Layer Data Management. IEEE Trans. Computers 71 (7) (2022)
Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang
Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I/O-Efficient Graph Ordering. FAST (2022)
Xiangjun Peng, Ming-Chang Yang, Ho Ming Tsui, Chi Ngai Leung, Wang Kang
SMART: on simultaneously marching racetracks to improve the performance of racetrack-based main memory. DAC (2022)
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang
A Representation Learning Framework for Property Graphs. CoRR (2022)
Che-Wei Chang, Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Chieh-Fu Chang
Leveraging Write Heterogeneity of Phase Change Memory on Supporting Self-Balancing Binary Tree. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang
Optimizing Lifetime Capacity and Read Performance of Bit-Alterable 3-D NAND Flash. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (2) (2021)
Yuhong Liang, Ming-Chang Yang
Move-On-Modify: An Efficient yet Crash-Consistent Update Strategy for Interlaced Magnetic Recording. DAC (2021)
Yuhong Liang, Tsun-Yu Yang, Ming-Chang Yang
KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk Drive. USENIX Annual Technical Conference (2021)
Ming-Chang Yang, Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, Yuan-Hao Chang
On Minimizing Internal Data Migrations of Flash Devices via Lifetime-Retention Harmonization. IEEE Trans. Computers 70 (3) (2021)
Yifan Hou, Jian Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang
Measuring and Improving the Use of Graph Information in Graph Neural Networks. ICLR (2020)
Wei-Chun Cheng, Shuo-Han Chen, Yuan-Hao Chang, Kuan-Hsun Chen, Jian-Jia Chen, Tseng-Yi Chen, Ming-Chang Yang, Wei-Kuan Shih
NS-FTL: Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN. NVMSA (2020)
Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo
Joint Management of CPU and NVDIMM for Breaking Down the Great Memory Wall. IEEE Trans. Computers 69 (5) (2020)
Yun-Shan Hsieh, Po-Chun Huang, Ping-Xiang Chen, Yuan-Hao Chang, Wang Kang, Ming-Chang Yang, Wei-Kuan Shih
Shift-Limited Sort: Optimizing Sorting Performance on Skyrmion Memory-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Tsun-Yu Yang, Ming-Chang Yang, Jiawei Li, Wang Kang
Permutation-Write: Optimizing Write Performance and Energy for Skyrmion Racetrack Memory. DAC (2020)
Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Huang-Wei Chen
How to cultivate a green decision tree without loss of accuracy? ISLPED (2020)
Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Wei-Kuan Shih
Parallel-Log-Single-Compaction-Tree: Flash-Friendly Two-Level Key-Value Management in KVSSDs. ASP-DAC (2020)
Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
Understanding and Improving Proximity Graph Based Maximum Inner Product Search. AAAI (2020)
Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo
When Storage Response Time Catches Up With Overall Context Switch Overhead, What Is Next? IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Chun-Feng Wu
Request Flow Coordination for Growing-Scale Solid-State Drives. IEEE Trans. Computers 69 (6) (2020)
Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, David H. C. Du
On Improving the Write Responsiveness for Host-Aware SMR Drives. IEEE Trans. Computers 68 (1) (2019)
Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang
The Best of Both Worlds: On Exploiting Bit-Alterable NAND Flash for Lifetime and Read Performance Optimization. DAC (2019)
Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang, Chun-Feng Wu
Enabling File-Oriented Fast Secure Deletion on Shingled Magnetic Recording Drives. DAC (2019)
Shuo-Han Chen, Yong-Ching Lin, Yuan-Hao Chang, Ming-Chang Yang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih
A new sequential-write-constrained cache management to mitigate write amplification for SMR drives. SAC (2019)
Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih
Co-Optimizing Storage Space Utilization and Performance for Key-Value Solid State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (1) (2019)
Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
Understanding and Improving Proximity Graph based Maximum Inner Product Search. CoRR (2019)
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang
A Representation Learning Framework for Property Graphs. KDD (2019)
Yu Ting Ho, Chun-Feng Wu, Ming-Chang Yang, Tseng-Yi Chen, Yuan-Hao Chang
Replanting Your Forest: NVM-friendly Bagging Strategy for Random Forest. NVMSA (2019)
Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, Wei-Kuan Shih
wrJFS: A Write-Reduction Journaling File System for Byte-addressable NVRAM. IEEE Trans. Computers 67 (7) (2018)
Yi-Ling Lin, Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Chang, Shuo-Han Chen
On Harmonizing Data Lifetime and Block Retention Time for Flash Devices. NVMSA (2018)
Chieh-Fu Chang, Che-Wei Chang, Yuan-Hao Chang, Ming-Chang Yang
Rethinking self-balancing binary search tree over phase change memory with write asymmetry. ASP-DAC (2018)
Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo
Hot-Spot Suppression for Resource-Constrained Image Recognition Devices With Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Chin-Chiang Pan, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Yu-Ming Chang, Ming-Chang Yang
Boosting the performance with a data-backup-free programming scheme for TLC-based SSDs. SAC (2018)
Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, Pi-Cheng Hsiu
Enhancing Flash Memory Reliability by Jointly Considering Write-back Pattern and Block Endurance. ACM Trans. Design Autom. Electr. Syst. 23 (5) (2018)
Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang
Improving runtime performance of deduplication system with host-managed SMR storage drives. DAC (2018)
Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, David H. C. Du
Virtual persistent cache: Remedy the long latency behavior of host-aware shingled magnetic recording drives. ICCAD (2017)
Fenggang Wu, Ziqi Fan, Ming-Chang Yang, Baoquan Zhang, Xiongzi Ge, David H. C. Du
Performance Evaluation of Host Aware Shingled Magnetic Recording (HA-SMR) Drives. IEEE Trans. Computers 66 (11) (2017)
Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, Wei-Kuan Shih
Enabling Write-Reduction Strategy for Journaling File Systems over Byte-addressable NVRAM. DAC (2017)
Li-Zheng Liang, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih
xB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture. COMPSAC (1) (2017)
Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, Pi-Cheng Hsiu
A pattern-aware write strategy to enhance the reliability of flash-memory storage systems. SAC (2017)
Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih
KVFTL: Optimization of storage space utilization for key-value-specific flash storage devices. ASP-DAC (2017)
Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Yun-Jhu Chen, Hsin-Wen Wei, Wei-Kuan Shih
Multi-Grained Block Management to Enhance the Space Utilization of File Systems on PCM Storages. IEEE Trans. Computers 65 (6) (2016)
Ming-Chang Yang, Yuan-Hao Chang, Chei-Wei Tsao, Chung-Yu Liu
Utilization-Aware Self-Tuning Design for TLC Flash Storage Devices. IEEE Trans. Very Large Scale Integr. Syst. 24 (10) (2016)
Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Fu-Hsin Chen
Reducing Data Migration Overheads of Flash Wear Leveling in a Progressive Way. IEEE Trans. Very Large Scale Integr. Syst. 24 (5) (2016)
Ming-Chang Yang, Yuan-Hao Chang, Yuan-Hung Kuan, Che-Wei Tsao
Graceful Space Degradation: An Uneven Space Management for Flash Storage Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (9) (2016)
Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo
Virtual Flash Chips: Reinforcing the Hardware Abstraction Layer to Improve Data Recoverability of Flash Devices. IEEE Trans. Computers 65 (9) (2016)
Jen-Ming Hsu, Yao-Chang Yu, Ting-Wei Hou, Wei-Guang Teng, Tzu-Chiang Chiang, Ming-Chang Yang
A Multi-Constraint Scheme with Authorized Mechanism for the Patient Safety. J. Medical Syst. 40 (5) (2016)
Fenggang Wu, Ming-Chang Yang, Ziqi Fan, Baoquan Zhang, Xiongzi Ge, David H. C. Du
Evaluating Host Aware SMR Drives. HotStorage (2016)
Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao
Byte-Addressable Update Scheme to Minimize the Energy Consumption of PCM-Based Storage Systems. ACM Trans. Embed. Comput. Syst. 15 (3) (2016)
Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Po-Chun Huang
Capacity-Independent Address Mapping for Flash Storage Devices with Explosively Growing Capacity. IEEE Trans. Computers 65 (2) (2016)
Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang, Po-Chun Huang
Efficient Victim Block Selection for Flash Storage Devices. IEEE Trans. Computers 64 (12) (2015)
Ming-Chang Yang, Yu-Ming Chang, Po-Chun Huang, Yuan-Hao Chang, Lue-Jane Lee, Tei-Wei Kuo
Reliability-aware striping with minimized performance overheads for flash-based storage devices. SAC (2015)
Fu-Hsin Chen, Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo
PWL: a progressive wear leveling to minimize data migration overheads for nand flash devices. DATE (2015)
Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo
Virtual flash chips: rethinking the layer design of flash devices to improve data recoverability. DAC (2015)
Ming-Chang Yang, Yuan-Hao Chang, Yu-Cheng Chang, Po-Chun Huang
Logical data packing for multi-chip flash-memory storage systems. NVMSA (2015)
Ming-Chang Yang, Cheng-Chin Tu, Yuan-Hao Chang, Pei-Lun Suei, Tei-Wei Kuo
Endurance-aware clustering-based mining algorithm for non-volatile phase-change memory. GCCE (2014)
Ming-Chang Yang, Yuan-Hung Kuan, Yuan-Hao Chang, Pei-Lun Suei, Chia-Heng Tu, Norman Chang
Bad page relaxation to prolong the lifetime of flash devices. GCCE (2014)
Ming-Chang Yang, Yu-Ming Chang, Che-Wei Tsao, Po-Chun Huang, Yuan-Hao Chang, Tei-Wei Kuo
Garbage collection and wear leveling for flash memory: Past and future. SMARTCOMP (2014)
Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao, Po-Chun Huang
New ERA: new efficient reliability-aware wear leveling for endurance enhancement of flash storage devices. DAC (2013)
Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, Yuan-Hao Chang
A fifty-percent rule to minimize the energy consumption of PCM-based storage systems. RTCSA (2013)
Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Ren-Hung Hwang
A reliability enhancement design under the flash translation layer for MLC-based flash-memory storage systems. ACM Trans. Embed. Comput. Syst. 13 (1) (2013)
Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang
Performance enhancement of garbage collection for flash storage devices: an efficient victim block selection design. DAC (2013)
Ming-Chang Yang, Yuan-Hao Chang, Po-Chun Huang, Tei-Wei Kuo
Working-set-based address mapping for ultra-large-scaled flash devices. CODES+ISSS (2012)