Dr. JI Cheng (紀程)
Research Output
- 2021
- Published
Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices
Ji, C., Chang, L., Pan, R., Wu, C., Gao, C., Shi, L., Kuo, T. & 1 others, , Feb 2021, Proceedings of the 19th USENIX Conference on File and Storage Technologies (FAST '21). USENIX Association, p. 127-140 (Proceedings of the ... USENIX Conference on File and Storage Technologies, FAST).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 3 - 2020
- Published
Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs
Zhu, Z., Wu, C., Ji, C. & Wang, X., Dec 2020, In: International Journal of Intelligent Systems. 35, 12, p. 2103-2116Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems
Wu, F., Liu, H., Zhu, Z., Ji, C. & Xue, C. J., Dec 2020, Proceedings - 2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems, HPCC-SmartCity-DSS 2020. Institute of Electrical and Electronics Engineers Inc., p. 634-639 9408027. (Proceedings - IEEE International Conference on High Performance Computing and Communications, IEEE International Conference on Smart City and IEEE International Conference on Data Science and Systems, HPCC-SmartCity-DSS).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Boosting User Experience via Foreground-Aware Cache Management in UFS Mobile Devices
Wu, C., Li, Q., Ji, C., Kuo, T. & Xue, C. J., 1 Nov 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 11, p. 3263-3275 9211463.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Inspection and Characterization of App File Usage in Mobile Devices
JI, C., PAN, R., CHANG, L., SHI, L., ZHU, Z., LIANG, Y., KUO, T. & 1 others, , Nov 2020, In: ACM Transactions on Storage. 16, 4, 25.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices
Wu, C., Cui, Y., Ji, C., Kuo, T. & Xue, C. J., Nov 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 11, p. 3993-4005 9211447.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform
Zhu, Z., Tan, L., Li, Y. & Ji, C., Oct 2020, In: Journal of Systems Architecture. 109, 10 p., 101810.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 17 - Online published
iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices
Liang, Y., Ji, C., Fu, C., Ausavarungnirun, R., Li, Q., Pan, R., Chen, S. & 3 others, , 29 Sep 2020, (Online published) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 16 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory
Li, Q., Shi, L., Di, Y., Gao, C., Ji, C., Liang, Y. & Xue, C. J., Mar 2020, In: IEEE Transactions on Reliability. 69, 1, p. 310-321Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs
Wu, C., Ji, C., Li, Q., Gao, C., Pan, R., Fu, C., Shi, L. & 1 others, , Jan 2020, In: IEEE Transactions on Computers. 69, 1, p. 72-86 8823009.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs
Zhu, Z., Wu, C., Ji, C. & Wang, X., 2020, Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. Chen, X., Yan, H., Yan, Q. & Zhang, X. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. Part III. p. 86-99 (Lecture Notes in Computer Science; vol. 12488).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- 2019
- Published
File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment
Ji, C., Chang, L., Hahn, S. S., Lee, S., Pan, R., Shi, L., Kim, J. & 1 others, , 1 Sep 2019, In: IEEE Transactions on Mobile Computing. 18, 9, p. 2062-2076Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Fair Down to the Device: A GC-Aware Fair Scheduler for SSD
Ji, C., Wang, L., Li, Q., Gao, C., Shi, L., Yang, C. & Xue, C. J., Aug 2019, Proceedings - 2019 IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA 2019). IEEE, 8863523. (Proceedings - IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Reinforcement learning based background segment cleaning for log-structured file system on mobile devices
Wu, C., Ji, C. & Xue, C. J., Jun 2019, 2019 IEEE International Conference on Embedded Software and Systems (ICESS). IEEE, 8782508. (IEEE International Conference on Embedded Software and Systems, ICESS).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 2 - Published
Parallel all the time: Plane Level Parallelism Exploration for High Performance SSDs
Gao, C., Shi, L., Xue, C. J., Ji, C., Yang, J. & Zhang, Y., May 2019, Proceedings - 2019 35th Symposium on Mass Storage Systems and Technologies (MSST 2019). IEEE, p. 172-184 8890091. (IEEE Symposium on Mass Storage Systems and Technologies; vol. 2019-May).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 5 - 2018
- Published
Selective Compression Scheme for Read Performance Improvement on Flash Devices
Li, Q., Shi, L., Pan, R., Ji, C., Li, X. & Xue, C. J., Oct 2018, Proceedings: 2018 IEEE 36th International Conference on Computer Design, ICCD 2018. IEEE, p. 43-50 8615667. (IEEE International Conference on Computer Design, ICCD).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 1 - Published
Work-in-Progress: Maximizing I/O throughput and Minimizing Performance Variation via Reinforcement Learning based I/O Merging for SSDs
Wu, C., Ji, C., Li, Q., Fu, C. & Xue, C. J., Sep 2018, 2018 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES) : Digest of Technical Papers. IEEE, 8516832. (2018 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, CASES 2018).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 2 - Published
F2FS Aware Mapping Cache Design on Solid State Drives
Gao, C., Di, Y., Deng, A., Liu, D., Ji, C., Xue, C. J. & Shi, L., Aug 2018, Proceedings - 7th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2018. IEEE, p. 31-36 8537691. (Proceedings - 7th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2018).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 4 - Published
An I/O Scheduling Strategy for Embedded Flash Storage Devices with Mapping Cache
Ji, C., Chang, L., Wu, C., Shi, L. & Xue, C. J., Apr 2018, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 37, 4, p. 756-769Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 8 - Published
Exploiting Parallelism for Access Conflict Minimization in Flash-Based Solid State Drives
Gao, C., Shi, L., Ji, C., Di, Y., Wu, K., Xue, C. J. & Sha, E. H., Jan 2018, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 37, 1, p. 168-181Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
