MINGYUE JI portrait
  • Adjunct Assistant Professor, School Of Computing
  • Assistant Professor, Elect & Computer Engineering
  • Ajunct Assitant Professor , School Of Computing

Publications

  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2021). Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed. IEEE Transactions on Communications. Published, 02/2021.
    https://ieeexplore.ieee.org/document/9343877
  • Kai Wan (2021). Caching in Wireless Device‐To‐Device Networks. Wiley 5G Ref. Published, 01/2021.
    https://onlinelibrary.wiley.com/doi/abs/10.1002/97...
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2021). On the Fundamental Limits of Fog-RAN Cache-aided Networks with Downlink and Sidelink Communications. IEEE Transactions on Information Theory. Published, 01/2021.
    https://ieeexplore.ieee.org/document/9335642
  • Ming-Chun Lee, Mingyue Ji & Andreas F. Molisch (2020). Optimal Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks. IEEE Transactions on Communications. Published, 12/2020.
    https://ieeexplore.ieee.org/document/9298816
  • Kai Wan , Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Novel Converse for Device-to-Device Demand-Private Caching with a Trusted Server. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Kai Wan, Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Cache-Aided Scalar Linear Function Retrieval . 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang, Kai Wan, Hua Sun, Mingyue Ji & Giuseppe Caire (2020). Cache-aided Interference Alignment for Multiuser Private Information Retrieval . 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT). Published, 08/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Heterogeneous Computation Assignments in Coded Elastic Computing. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang, Kai Wan, Hua Sun & Mingyue Ji (2020). Cache-aided Multiuser Private Information Retrieval . 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang & Mingyue Ji (2020). A New Design Framework on D2D Coded Caching with Optimal Rate and Less Subpacketizations. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Coded Distributed Computing with Heterogeneous Function Assignments. ICC 2020 - 2020 IEEE International Conference on Communications (ICC). Published, 07/2020.
  • Kai Wan, Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Device-to-Device Private Caching with Trusted Server. IEEE ICC. Published, 07/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Uncoded Placement with Linear Sub-Messages for Private Information Retrieval from Storage Constrained Databases. IEEE Transactions on Communications. Vol. 68, 6039 - 6053. Published, 07/2020.
    https://ieeexplore.ieee.org/document/9145743
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks. IEEE Transactions on Communications. Vol. 68, 5283 - 5298. Published, 07/2020.
    https://ieeexplore.ieee.org/document/9133151
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2020). Fundamental Limits of Decentralized Data Shuffling. IEEE Transactions on Information Theory. Vol. 66, 3616 - 3637. Published, 01/2020.
    https://ieeexplore.ieee.org/abstract/document/8957...
  • Ming-Chun Lee, Mingyue Ji, Andreas F. Molisch & Nishanth Sastry (2019). Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions. IEEE. Published, 12/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases . IEEE. Published, 12/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). A New Design of Private Information Retrieval for Storage Constrained Databases . IEEE. Published, 09/26/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2019). On Coded Caching with Correlated Files . IEEE. Published, 09/26/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). Cascaded Coded Distributed Computing on Heterogeneous Networks. IEEE. Published, 09/26/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2019). A Novel Cache-aided Fog-RAN Architecture . IEEE. Published, 09/26/2019.
  • Minseok Choi, Albert No , Mingyue Ji & Joongheon Kim (2019). Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks . IEEE. Published, 09/09/2019.
  • Ming-Chun Lee, Mingyue Ji, Andreas F. Molisch & Nishanth Sastry (2019). Throughput–Outage Analysis and Evaluation of Cache-Aided D2D Networks With Measured Popularity Distributions. IEEE. Published, 08/21/2019.
  • Xiang Zhang , Nicholas Woolsey & Mingyue Ji (2019). Cache-aided Interference Management Using Hypercube Combinatorial Cache Designs . IEEE. Published, 07/15/2019.
  • Giuseppe Vettigli, Mingyue Ji, Karthikeyan Shanmugam, Jaime Llorca, Antonia M. Tulino & Giuseppe Caire (2019). Efficient Algorithms for Coded Multicasting in Heterogeneous Caching Networks. IEEE. Published, 03/25/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2018). Fundamental Limits of Distributed Data Shuffling. IEEE Allerton. Published, 10/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). A New Combinatorial Design of Coded Distributed Computing. IEEE ISIT. Published, 06/2018.
    https://ieeexplore.ieee.org/document/8437323
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches. IEEE ISIT. Published, 06/2018.
    https://ieeexplore.ieee.org/document/8437462
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). Coded Caching in Wireless Device-to-Device Net- works Using a Hypercube Approach. IEEE International Conference on Communciations (ICC) Workshop. Published, 05/2018.
  • Ahmad Rezazadeh Reyhani, Arman Farhang, Mingyue Ji, Rong-Rong Chen & Behrouz Farhang-Boroujeny (2018). Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation. IEEE International Conference on Communciations (ICC) conference. Published, 05/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). Caching in Combination Networks: Novel Multicast Message Generation and Delivery by Leveraging the Network Topology. IEEE International Conference on Communciations (ICC) conference. Published, 05/2018.
  • Mingyue Ji & Rong-Rong Chen (2018). Fundamental Limits of Wireless Distributed Computing Networks. IEEE International Conference on Computer Communications (INFOCOM). Published, 04/2018.
  • Kai Wan, Daniela Tuninetti, Pablo Piantanida & Mingyue Ji (2018). On Combination Networks with Cache-aided Relays and Users. 22nd International ITG Workshop on Smart Antennas. Published, 03/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). A New Combinatorial Design of Coded Distributed Computing. ArXiv Preprint. Published, 02/2018.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2018). A Novel Asymmetric Coded Placement in Combination Networks with end-user Caches. IEEE Information Theory and Application (ITA) Workshop. Published, 02/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). Caching in Combination Networks: A Novel Delivery by Leveraging the Network Topology. ArXiv Preprint. Published, 02/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches. ArXiv Preprint. Published, 02/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2017). Device-to-Device Caching Networks with Sub- quadratic Subpacketizations. IEEE Global Communications Conference (GLOBECOM). Published, 12/2017.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2017). Towards Practical File Packetization in Wireless Device-to-Device Caching Networks. ArXiv Preprint. Published, 12/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel Outer Bounds for Combination Networks with End-User-Caches. IEEE Information Theory Workshop. Published, 11/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel Inner Bounds with Uncoded Cache Placement for Combination Networks with End-User-Caches. 56th Annual Allerton Conference on Communication, Control, and Computing. Published, 10/2017.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2017). State-of-the-art in Cache-aided Combi- nation Networks. The Asilomar Conference on Signals, Systems, and Computers. Published, 10/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel outer bounds and inner bounds with uncoded cache placement for combination networks with end-user-caches. ArXiv Preprint. Published, 09/2017.
  • Mingyue Ji, Rong-Rong Chen, Giuseppe Caire & Andreas F. Molisch (2017). Fundamental Limits of Dis- tributed Caching in Multihop D2D Wireless Networks. IEEE International Symposium on Information Theory (ISIT). Published, 06/2017.
  • Mingyue Ji & Rong-Rong Chen (2017). Caching and coded multicasting in slow fading environment. IEEE Wireless Communications and Networking Conference (WCNC). Published, 03/2017.
  • A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, "Speeding Up Future Video Distribution via Channel-Aware Caching-Aided Coded Multicast," in IEEE Journal on Selected Areas in Communications, vol. 34, no. 8, pp. 2207-2218, Aug. 2016. doi: 10.1109/JSAC.2016.2577198. Published, 08/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • M. Ji, G. Caire and A. F. Molisch, "Fundamental Limits of Caching in Wireless D2D Networks," in IEEE Transactions on Information Theory, vol. 62, no. 2, pp. 849-869, Feb. 2016. doi: 10.1109/TIT.2015.2504556. Published, 02/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&ar...
  • M. Ji, G. Caire and A. F. Molisch, "Wireless Device-to-Device Caching Networks: Basic Principles and System Performance," in IEEE Journal on Selected Areas in Communications, vol. 34, no. 1, pp. 176-189, Jan. 2016. doi: 10.1109/JSAC.2015.2452672. Published, 01/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • M. Ji, G. Caire and A. F. Molisch, "The Throughput-Outage Tradeoff of Wireless One-Hop Caching Networks," in IEEE Transactions on Information Theory, vol. 61, no. 12, pp. 6833-6859, Dec. 2015. doi: 10.1109/TIT.2015.2490226. Published, 12/2015.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • A. F. Molisch, G. Caire, D. Ott, J. R. Foerster, D. Bethanabhotla, and M. Ji, “Caching Eliminates the Wireless Bottleneck in Video Aware Wireless Networks,” Advances in Electrical Engineering, vol. 2014, Article ID 261390, 13 pages, 2014. doi:10.1155/2014/261390. Published, 11/2014.
    http://dx.doi.org/10.1155/2014/261390

Research Statement

  • Fundamental limits, code design and algorithms of caching networks with various structures, channel models and communication schemes
  • Distributed storage for big data and interaction between distributed (cloud) storage and content delivery networks
  • Fundamental theory and algorithms of (wireless) distributed computing or "fog computing" systems
  • Theory and algorithms of Internet of Things (IoT) and Device-to-Device (D2D) communications in 5G cellular networks
  • Design of future (not necessarily 5G) wireless cellular networks (e.g., millimeter(mm)-wave communications, Massive MIMO systems)
  • Estimation of user statistic behaviors, especially in a wireless (social) networks
  • Application on the concentration of measure
  • Design of network codes and index codes
  • Interference alignment and opportunistic interference management in wireless cellular networks
  • Cooperative communications
  • Sensor networks
  • Scaling Laws of the capacity of wireless networks
  • Fundamental limits and practical designs of MIMO systems
  • Polarization mode dispersion (PMD) compensations in optical fiber communications
     

Research Keywords

  • Caching Networks
  • Information Theory
  • Distributed Storage
  • Parallel and Distributed Computing
  • Device-to-Device (D2D) Communications
  • Mobile and Wireless Networks
  • Concentration on Meansure
  • Statistical Singal Processing

Presentations

  • Wireless Edge Caching: Fundamental Limits, Practical Challenges, and Opportunities, Broadcom Limited. Invited Talk/Keynote, Presented, 06/2016.
  • Wireless Edge Caching: Fundamental Limits and Practical Challenges, Samsung Semiconductors, Modem Lab. Invited Talk/Keynote, Presented, 06/2015.
  • On the Optimal Rate of Caching and Coded Multicasting with Random Demand, ITA Graduation Day Presentation, La Jolla, CA. Invited Talk/Keynote, Presented, 02/2015.
  • Turning Memory into Bandwidth via Wireless Edge Caching: Fundamental Limits and Practical Challenges, University of Southern California (USC). Invited Talk/Keynote, Presented, 02/2015.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, New York University (NYU), NY. Invited Talk/Keynote, Presented, 12/2014.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, Bell Labs, Murray Hill, NJ. Invited Talk/Keynote, Presented, 12/2014.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, New Jersey Institute of Technology (NJIT). Invited Talk/Keynote, Presented, 12/2014.
  • Throughput-Outage Trade-off in Wireless D2D Caching Networks, DSSD, Inc, CA. Invited Talk/Keynote, Presented, 09/2013.
  • Fundamental Limits of Distributed Caching in Wireless Networks, Stanford University, CA. Invited Talk/Keynote, Presented, 09/2013.
  • “On Optimal Load-Memory Tradeoff of Cache-Aided Scalar Linear Function Retrieval”, ITA, San Diego, CA, Feb. 2020. Invited Talk/Keynote, Presented, 02/2020.
  • A New Combinatorial Design of Coded Distributed Computing, IEEE ITA, San Diego, CA. Invited Talk/Keynote, Presented, 02/2018.
  • State-of-the-art in Cache-aided Combination Networks, IEEE Asilomar Conference, Pacific Grove, CA. Invited Talk/Keynote, Presented, 10/2017.
  • Distributed device-to-device caching networks: fundamental understandings under simple models, ITA, 2017 . Invited Talk/Keynote, Presented, 02/14/2017.
    http://ita.ucsd.edu/workshop/17/files/abstract/abs...

Research Groups

  • Bryan Hatasaka, Graduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Garrick Clegg, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Jiayi Wang, Graduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Thomas Van Hook, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Jason Stauffer, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Katlynne Bills, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Yu-Hsiang (Jerry) Hu, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Mary Richardson, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Michael Crabtree, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Xintong (Tiffany) Liu, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Jake Maschoff , Graduate Student. Electrical and Computer Engineering. 08/2019 - 05/2020.
  • Sean Hammond, Graduate Student. Electrical and Computer Engineering. 08/2019 - 05/2020.
  • Xiang Zhang, Graduate Student. ECE/Electrical Engienering. 01/08/2018 - present.
  • Nicholas Woolsey, Graduate Student. Electrical and Computer Engineering. 12/01/2016 - 01/2021.
  • RADHA JAGUVAKANNAN, Graduate Student. Electrical and Computer Engineering. 12/01/2016 - 08/01/2017.
  • RAMYA SELVAN, Graduate Student. 11/01/2016 - 12/15/2017.

Languages

  • English, fluent.
  • Mandarin Chinese, fluent.

Google Scholar Profile