Ping Huang

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 51

Top Topics

Failure Prediction

Top Venues

IEEE Trans. Parallel Distributed Syst.

ACM Trans. Storage

Publications

Yu Liu, Yunchuan Guan, Tianming Jiang, Ke Zhou, Hua Wang, Guangxing Hu, Ji Zhang, Wei Fang, Zhuo Cheng, Ping Huang
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update. Future Gener. Comput. Syst. 148 (2023)
Ting Yao, Jiguang Wan, Ping Huang, Yiwen Zhang, Changsheng Xie, Xubin He
GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction. ACM TUR-C (2023)
Cheng Hu, Yuhui Deng, Geyong Min, Ping Huang, Xiao Qin
QoS Promotion in Energy-Efficient Datacenters Through Peak Load Scheduling. IEEE Trans. Cloud Comput. 9 (2) (2021)
Hua Wang, Yang Yang, Ping Huang, Yu Zhang, Ke Zhou, Mengling Tao, Bin Cheng
S-CDA: A Smart Cloud Disk Allocation Approach in Cloud Block Storage System. DAC (2020)
Yu Zhang, Ping Huang, Ke Zhou, Hua Wang, Jianying Hu, Yongguang Ji, Bin Cheng
OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems. USENIX Annual Technical Conference (2020)
Ji Zhang, Ke Zhou, Ping Huang, Xubin He, Ming Xie, Bin Cheng, Yongguang Ji, Yinhu Wang
Minority Disk Failure Prediction Based on Transfer Learning in Large Data Centers of Heterogeneous Disk Systems. IEEE Trans. Parallel Distributed Syst. 31 (9) (2020)
Tianming Jiang, Ping Huang, Ke Zhou
Cost-efficiency disk failure prediction via threshold-moving. Concurr. Comput. Pract. Exp. 32 (14) (2020)
Ji Zhang, Yuanzhang Wang, Yangtao Wang, Ke Zhou, Sebastian Schelter, Ping Huang, Bin Cheng, Yongguang Ji
Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost. DAC (2020)
Ji Zhang, Ping Huang, Ke Zhou, Ming Xie, Sebastian Schelter
HDDse: Enabling High-Dimensional Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers. USENIX Annual Technical Conference (2020)
Tianming Jiang, Ping Huang, Ke Zhou
Achieving high data reliability at low scrubbing cost via failure-aware scrubbing. J. Parallel Distributed Comput. 144 (2020)
Wenjie Liu, Ping Huang, Xubin He
StragglerHelper: Alleviating Straggling in Computing Clusters via Sharing Memory Access Patterns. IPDPS (2020)
Yu Zhang, Ke Zhou, Ping Huang, Hua Wang, Jianying Hu, Yangtao Wang, Yongguang Ji, Bin Cheng
A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage. DATE (2020)
Hua Wang, Jiawei Zhang, Ping Huang, Xinbo Yi, Bin Cheng, Ke Zhou
Cache What You Need to Cache: Reducing Write Traffic in Cloud Cache via "One-Time-Access-Exclusion" Policy. ACM Trans. Storage 16 (3) (2020)
Haitao Wu, Tianming Yang, Ping Huang, Wen-Kuang Chou
Extending the lifetime of NAND flash-based SSD through compacted write. Int. J. Embed. Syst. 13 (2) (2020)
Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng, Ying Liu
Efficient SSD Cache for Cloud Block Storage via Leveraging Block Reuse Distances. IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Ji Zhang, Ke Zhou, Ping Huang, Xubin He, Zhili Xiao, Bin Cheng, Yongguang Ji, Yinhu Wang
Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems. ICPP (2019)
Tianming Jiang, Ping Huang, Ke Zhou
Scrub Unleveling: Achieving High Data Reliability at Low Scrubbing Cost. DATE (2019)
Tianming Yang, Ping Huang, Weiying Zhang, Haitao Wu, Longxin Lin
CARS: A Multi-layer Conflict-Aware Request Scheduler for NVMe SSDs. DATE (2019)
Ting Yao, Jiguang Wan, Ping Huang, Yiwen Zhang, Zhiwen Liu, Changsheng Xie, Xubin He
GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction. FAST (2019)
Ting Yao, Zhi-hu Tan, Jiguang Wan, Ping Huang, Yiwen Zhang, Changsheng Xie, Xubin He
SEALDB: An Efficient LSM-tree Based KV Store on SMR Drives with Sets and Dynamic Bands. IEEE Trans. Parallel Distributed Syst. 30 (11) (2019)
Ke Zhou, Si Sun, Hua Wang, Ping Huang, Xubin He, Rui Lan, Wenyan Li, Wenjie Liu, Tianming Yang
Improving Cache Performance for Large-Scale Photo Stores via Heuristic Prefetching Scheme. IEEE Trans. Parallel Distributed Syst. 30 (9) (2019)
Peng Xu, Jiguang Wan, Ping Huang, Bihua Shu, Chenlei Tang, Changsheng Xie
An Active Method to Mitigate the Long Latencies for Host-Aware Shingle Magnetic Recording Drives. ICPADS (2019)
You Zhou, Fei Wu, Zhonghai Lu, Xubin He, Ping Huang, Changsheng Xie
SCORE: A Novel Scheme to Efficiently Cache Overlong ECCs in NAND Flash Memory. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Tianming Jiang, Jiangfeng Zeng, Ke Zhou, Ping Huang, Tianming Yang
Lifelong Disk Failure Prediction via GAN-Based Anomaly Detection. ICCD (2019)
Ting Yao, Zhi-hu Tan, Jiguang Wan, Ping Huang, Yiwen Zhang, Changsheng Xie, Xubin He
A Set-Aware Key-Value Store on Shingled Magnetic Recording Drives with Dynamic Band. IPDPS (2018)
Juntao Fang, Shenggang Wan, Ping Huang, Changsheng Xie, Xubin He
Early Identification of Critical Blocks: Making Replicated Distributed Storage Systems Reliable Against Node Failures. IEEE Trans. Parallel Distributed Syst. 29 (11) (2018)
Qin Xiong, Fei Wu, Zhonghai Lu, Yue Zhu, You Zhou, Yibing Chu, Changsheng Xie, Ping Huang
Characterizing 3D Floating Gate NAND Flash: Observations, Analyses, and Implications. ACM Trans. Storage 14 (2) (2018)
Ke Zhou, Wenjie Liu, Kun Tang, Ping Huang, Xubin He
Alleviating Memory Refresh Overhead via Data Compression for High Performance and Energy Efficiency. IEEE Trans. Parallel Distributed Syst. 29 (7) (2018)
Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng, Ying Liu
LEA: A Lazy Eviction Algorithm for SSD Cache in Cloud Block Storage. ICCD (2018)
Hua Wang, Xinbo Yi, Ping Huang, Bin Cheng, Ke Zhou
Efficient SSD Caching by Avoiding Unnecessary Writes using Machine Learning. ICPP (2018)
Ke Zhou, Si Sun, Hua Wang, Ping Huang, Xubin He, Rui Lan, Wenyan Li, Wenjie Liu, Tianming Yang
Demystifying Cache Policies for Photo Stores at Scale: A Tencent Case Study. ICS (2018)
Yuhua Guo, Qing Liu, Weijun Xiao, Ping Huang, Norbert Podhorszki, Scott Klasky, Xubin He
SELF: A High Performance and Bandwidth Efficient Approach to Exploiting Die-Stacked DRAM as Part of Memory. MASCOTS (2017)
Tianming Yang, Haitao Wu, Ping Huang, Fei Zhang
A Shingle-Aware Persistent Cache Management Scheme for DM-SMR Disks. ICCD (2017)
Ting Yao, Jiguang Wan, Ping Huang, Xubin He, Fei Wu, Changsheng Xie
Building Efficient Key-Value Stores via a Lightweight Compaction Tree. ACM Trans. Storage 13 (4) (2017)
Qin Xiong, Fei Wu, Zhonghai Lu, Yue Zhu, You Zhou, Yibing Chu, Changsheng Xie, Ping Huang
Characterizing 3D Floating Gate NAND Flash. SIGMETRICS (Abstracts) (2017)
You Zhou, Fei Wu, Ping Huang, Xubin He, Changsheng Xie, Jian Zhou
Understanding and Alleviating the Impact of the Flash Address Translation on Solid State Devices. ACM Trans. Storage 13 (2) (2017)
Panfeng Zhang, Ping Huang, Xubin He, Hua Wang, Ke Zhou
Resemblance and mergence based indexing for high performance data deduplication. J. Syst. Softw. 128 (2017)
Fei Wu, Meng Zhang, Yajuan Du, Xubin He, Ping Huang, Changsheng Xie, Jiguang Wan
A Program Interference Error Aware LDPC Scheme for Improving NAND Flash Decoding Performance. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Tao Lu, Ping Huang, Xubin He, Matthew Welch, Steven Gonzales, Ming Zhang
IOTune: A G-states Driver for Elastic Performance of Block Storage. CoRR (2017)
Kun Tang, Ping Huang, Xubin He, Tao Lu, Sudharshan S. Vazhkudai, Devesh Tiwari
Toward Managing HPC Burst Buffers Effectively: Draining Strategy to Regulate Bursty I/O Behavior. MASCOTS (2017)
Pradeep Subedi, Ping Huang, Tong Liu, Joseph Moore, Stan Skelton, Xubin He
CoARC: Co-operative, Aggressive Recovery and Caching for Failures in Erasure Coded Hadoop. ICPP (2016)
Ping Huang, Wenjie Liu, Kun Tang, Xubin He, Ke Zhou
ROP: Alleviating Refresh Overheads via Reviving the Memory System in Frozen Cycles. ICPP (2016)
Wenjie Liu, Ping Huang, Tao Lu, Xubin He, Hua Wang, Ke Zhou
Improve Restore Speed in Deduplication Systems Using Segregated Cache. MASCOTS (2016)
Tao Lu, Ping Huang, Morgan Stuart, Yuhua Guo, Xubin He, Ming Zhang
Successor: Proactive cache warm-up of destination hosts in virtual machine migration contexts. INFOCOM (2016)
Yuhong Zhao, Hong Jiang, Ke Zhou, Zhijie Huang, Ping Huang
DREAM-(L)G: A Distributed Grouping-Based Algorithm for Resource Assignment for Bandwidth-Intensive Applications in the Cloud. IEEE Trans. Parallel Distributed Syst. 27 (12) (2016)
Kun Tang, Devesh Tiwari, Saurabh Gupta, Ping Huang, Qiqi Lu, Christian Engelmann, Xubin He
Power-Capping Aware Checkpointing: On the Interplay Among Power-Capping, Temperature, Reliability, Performance, and Energy. DSN (2016)
Meng Zhang, Fei Wu, Xubin He, Ping Huang, Shunzhuo Wang, Changsheng Xie
REAL: A retention error aware LDPC decoding scheme to improve NAND flash read performance. MSST (2016)
Juntao Fang, Shenggang Wan, Ping Huang, Xubin He, Changsheng Xie
Achieving High Reliability via Expediting the Repair of Critical Blocks in Replicated Storage Systems. SRDS (2016)
Wenjie Liu, Ping Huang, Tang Kun, Tao Lu, Ke Zhou, Chun-hua Li, Xubin He
LAMS: A latency-aware memory scheduling policy for modern DRAM systems. IPCCC (2016)
Wenjie Liu, Ping Huang, Kun Tang, Ke Zhou, Xubin He
CAR: A Compression-Aware Refresh Approach to Improve Memory Performance and Energy Efficiency. SIGMETRICS (2016)
Panfeng Zhang, Ping Huang, Xubin He, Hua Wang, Lingyu Yan, Ke Zhou
RMD: A Resemblance and Mergence Based Approach for High Performance Deduplication. ICPP (2016)
Hao Jin, Hong Jiang, Ke Zhou, Ronglei Wei, Dongliang Lei, Ping Huang
Full Integrity and Freshness for Outsourced Storage. CCGRID (2015)
Pradeep Subedi, Ping Huang, Benjamin Young, Xubin He
FINGER: A novel erasure coding scheme using fine granularity blocks to improve Hadoop write and update performance. NAS (2015)
You Zhou, Fei Wu, Ping Huang, Xubin He, Changsheng Xie, Jian Zhou
An efficient page-level FTL to optimize address translation in flash memory. EuroSys (2015)
Yuhua Guo, Ping Huang, Benjamin Young, Tao Lu, Xubin He, Qing Gary Liu
Alleviating DRAM Refresh Overhead Via Inter-rank Piggyback Caching. MASCOTS (2015)
Pradeep Subedi, Ping Huang, Xubin He, Ming Zhang, Jizhong Han
A hybrid erasure-coded ECC scheme to improve performance and reliability of solid state drives. IPCCC (2014)
Shiyi Li, Xubin He, Shenggang Wan, Yuhua Guo, Ping Huang, Di Chen, Qiang Cao, Changsheng Xie
Exploiting Decoding Computational Locality to Improve the I/O Performance of an XOR-Coded Storage Cluster under Concurrent Failures. SRDS (2014)
Guanying Wu, Ping Huang, Xubin He
Reducing SSD access latency via NAND flash program and erase suspension. J. Syst. Archit. 60 (4) (2014)
Yuhong Zhao, Hong Jiang, Ke Zhou, Zhijie Huang, Ping Huang
Meeting service level agreement cost-effectively for video-on-demand applications in the cloud. INFOCOM (2014)
Ping Huang, Pradeep Subedi, Xubin He, Shuang He, Ke Zhou
FlexECC: Partially Relaxing ECC of MLC SSD for Better Cache Performance. USENIX Annual Technical Conference (2014)
Ping Huang, Guanying Wu, Xubin He, Weijun Xiao
An aggressive worn-out flash block management scheme to alleviate SSD performance degradation. EuroSys (2014)
Hua Wang, Ping Huang, Shuang He, Ke Zhou, Chun-hua Li, Xubin He
A novel I/O scheduler for SSD with improved performance and lifetime. MSST (2013)
Ping Huang, Guangping Wan, Ke Zhou, Miaoqing Huang, Chun-hua Li, Hua Wang
Improve Effective Capacity and Lifetime of Solid State Drives. NAS (2013)
Ping Huang, Ke Zhou, Hua Wang, Chun-hua Li
BVSSD: build built-in versioning flash-based solid state drives. SYSTOR (2012)
Hongyan Li, Ping Huang, Changsheng Xie
Regional Scheduler: A Region-based High Efficient Solid State Drive Scheduler. CSE (2012)
Ke Zhou, Ping Huang, Chun-hua Li, Hua Wang
An Empirical Study on the Interplay between Filesystems and SSD. NAS (2012)
Ping Huang, Ke Zhou, Chunling Wu
ShiftFlash: Make flash-based storage more resilient and robust. Perform. Evaluation 68 (11) (2011)