Dr. JI Cheng (紀程)

Research Output

  1. 2021
  2. 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, Xue, C. J., 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
    Check@CityULib
  3. 2020
  4. 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. 2103-2116

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  5. 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

    Check@CityULib
  6. 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 journalpeer-review

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  7. 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, XUE, C. J., Nov 2020, In: ACM Transactions on Storage. 16, 4, 25.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 7
    Check@CityULib
  8. 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 journalpeer-review

    Scopus citations: 2
    Check@CityULib
  9. 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 journalpeer-review

    Scopus citations: 17
    Check@CityULib
  10. 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, Shi, L., Kuo, T. & Xue, C. J., 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 journalpeer-review

    Check@CityULib
  11. 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. 310-321

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
    Check@CityULib
  12. 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, Xue, C. J., 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 journalpeer-review

    Scopus citations: 7
    Check@CityULib
  13. 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

    Check@CityULib
  14. 2019
  15. 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, Xue, C. J., 1 Sep 2019, In: IEEE Transactions on Mobile Computing. 18, 9, p. 2062-2076

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
    Check@CityULib
  16. 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

    Check@CityULib
  17. 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
    Check@CityULib
  18. 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
    Check@CityULib
  19. 2018
  20. 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
    Check@CityULib
  21. 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
    Check@CityULib
  22. 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
    Check@CityULib
  23. 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. 756-769

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
    Check@CityULib
  24. 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. 168-181

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
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