Publications

Google Scholar Profile

Under Review

Journals

  1. On Secure Distributed Linearly Separable Computation
    K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE Journal on Selected Areas in Communications Special Issue on Private Information Retrieval, Private Coded Computing over Distributed Servers, and Privacy in Distributed Learning, 2021.

  2. Uncoordinated Spectrum Sharing in Millimeter Wave Networks Using Carrier Sensing
    S. Sarkar, X. Zhang, A. Bhuyan, M. Ji and S. K. Kasera, submitted to IEEE Transactions on Wireless Communications, 2021.

  3. A Non-cooperative Game-based Distributed Beam Scheduling for 5G mm-Wave Networks
    X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, submitted to IEEE Transactions on Wireless Communications, 2020.

  4. On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval
    X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE Transactions on Communications, 2020.

  5. On the Tradeoff Between Computation and Communication Costs for Distributed Linearly Separable Computation
    K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE Transactions on Communications, 2020.

  6. FLCD: A Flexible Low Complexity Design of Coded Distributed Computing
    N. Woolsey, X, Wang, R.-R. Chen and M. Ji, submitted to IEEE Transactions on Cloud Computing, 2020.

  7. A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks
    N. Woolsey, R.-R. Chen and M. Ji, submitted to IEEE Transactions on Communications, 2020.

  8. A New Combinatorial Coded Design for Heterogeneous Distributed Computing
    N. Woolsey, R.-R. Chen and M. Ji, submitted to IEEE Transactions on Communications, 2020.

  9. Cache-Aided Matrix Multiplication Retrieval
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, submitted to IEEE Transactions on Information Theory, 2020.

  10. Distributed Linearly Separable Computation
    K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE Transactions on Information Theory, 2020.

  11. Combination Networks with End-user-caches: Novel Achievable and Converse Bounds under Uncoded Cache Placement
    K. Wan, D. Tuninetti, M. Ji and P. Piantanida, submitted to IEEE Transactions on Information Theory, 2020.

  12. Fundamental Limits of Device-to-Device Private Caching with Trusted Server
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, submitted to IEEE Transactions on Information Theory, 2020.

Conferences

  1. Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis
    J. Wang, S. Wang, R.-R. Chen, M. Ji, submitted.

  2. A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching
    X, Zhang, K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE ISIT, 2021.

  3. On Secure Distributed Linearly Separable Computation
    K. Wan, H. Sun, M. Ji and G. Caire, submitted to IEEE ISIT, 2021.

  4. Cache-Aided Matrix Multiplication Retrieval
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, submitted to IEEE ISIT, 2021.

Journal Publications

  1. On Optimal Load-Memory Tradeoff of Cache-Aided Scalar Linear Function Retrieval
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in IEEE Transactions on Information Theory, 2021.

  2. Cache-aided Interference Management using Hypercube Combinatorial Cache Design with Reduced Subpacketizations and Order Optimal Sum-Degrees of Freedom
    X. Zhang, N. Woolsey and M. Ji, in IEEE Transactions on Wireless Communications, 2021.

  3. Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2021.

  4. On the Fundamental Limits of Fog-RAN Cache-aided Networks with Downlink and Sidelink Communications
    K. Wan, D. Tuninetti, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2021.

  5. Cache-Aided General Linear Function Retrieval (invited) (feature paper)
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in Entropy, 2020.

  6. Optimal Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks
    M.-C. Lee, M. Ji and A. F. Molisch, in IEEE Transactions on Communications, 2020.

  7. Uncoded Placement with Linear Sub-Messages for Private Information Retrieval from Storage Constrained Databases
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2020.

  8. Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2020.

  9. Caching in Wireless Device-to-Device Networks
    K. Wan and M. Ji, in Wiley 5G Ref, 2020 (invited paper).

  10. Fundamental Limits of Decentralized Data Shuffling
    K. Wan, D. Tuninetti, M. Ji, G. Caire, and P. Piantanida, in IEEE Transactions on Information Theory, 2020.

  11. Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
    M. Choi, A. No, M. Ji and J. Kim, in IEEE Transactions on Wireless Communications, vol. 18, no. 12, pp. 5705-5718, Dec. 2019.

  12. Throughput-Outage Analysis and Evaluation of Cache-Aided D2D Networks with Measured Popularity Distribution
    M.-C. Lee, M. Ji, A. F. Molisch, and N. Sastry, in IEEE Transaction on Wireless Communications, vol. 18, no. 11, pp. 5316-5332, Nov. 2019.

  13. Efficient Algorithms for Coded Multicasting in Heterogeneous Caching Networks
    G. Vettigli, M. Ji, K. Shanmugam, J. Llorca, A. M. Tulino and G. Caire, in Entropy, vol. 21, no. 3, p. 324, March 2019

  14. Order-Optimal Rate of Caching and Coded Multicasting With Random Demands
    M. Ji, A. M. Tulino, J. Llorca and G. Caire, in IEEE Transactions on Information Theory, vol. 63, no. 6, pp. 3923-3949, June 2017

  15. Wireless Multihop Device-to-Device Caching Networks
    S. W. Jeon, S. N. Hong, M. Ji, G. Caire and A. F. Molisch,in IEEE Transactions on Information Theory, vol. 63, no. 3, pp. 1662-1676, March 2017

  16. Finite-Length Analysis of Caching-Aided Coded Multicasting
    K. Shanmugam, M. Ji, A. M. Tulino, J. Llorca and A. G. Dimakis, in IEEE Transactions on Information Theory, vol. 62, no. 10, pp. 5524-5537, Oct. 2016

  17. Speeding up Future Video Distribution via Channel-Aware Caching-Aided Coded Multicast
    A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, in IEEE Journal on Selected Areas in Communications, vol. 34, no. 8, pp. 2207-2218, Aug. 2016

  18. Fundamental Limits of Caching in Wireless D2D Networks
    M. Ji, G. Caire and A. F. Molisch, in IEEE Transactions on Information Theory, vol. 62, no. 2, pp. 849-869, Feb. 2016

  19. Wireless Device-to-Device Caching Networks: Basic Principles and System Performance
    M. Ji, G. Caire and A. F. Molisch, in IEEE Journal on Selected Areas in Communications, vol. 34, no. 1, pp. 176-189, Jan. 2016 (2019 Leonard G. Abraham Prize Paper Award)

  20. The Throughput-Outage Trade-off in Wireless One- Hop Caching Networks
    M. Ji, G. Caire and A. F. Molisch, in IEEE Transactions on Information Theory, vol. 61, no. 12, pp. 6833-6859, Dec. 2015

  21. Caching Eliminates the Wireless Bottleneck in Video-Aware Wireless Networks
    A. F. Molisch, G. Caire, D. Ott, J. R. Foerster, D. Bethanabhotla, and M. Ji, Advances in Electrical Engineering, vol. 2014, Article ID 261390, 13 pages, 2014

Book Chapters

  1. “Scaling laws for cache-aided device-to-devicenetworks for wireless video” in “Edge Caching for Mobile Networks” (Editors: Vincent Poor, Wei Chen), IET, with M.-C. Lee and A. F. Molisch.

  2. Wireless Device-to-Device Caching Netwroks”, in “Wireless Edge Caching: Modelling, Analysis, and Optimization” (Editors: Thang Xuan Vu, Symeon Chatzinotas, Ejder Bastug, Tony Q.S. Quek), Cambridge University Press

  3. “Device-to-Device Communications” in Towards 5G: Applications, Requirements & Candidate Technologies
    Editors: S. Talwar, R. Vannithamby), John Wiley & Sons, Ltd. with A. F. Molisch, J. Kim, D. Burghal, and A. S. Tehrani.

Review Papers:

  1. Cache-Assisted Dynamic Video Delivery for Mobile Users
    M. Choi, A. No, M. Ji and J. Kim, Edited by C. Shen, in IEEE COMSOC MMTC Communications – Review, June. 2020.

Conference Publications

  1. Throughput-Outage Scaling Laws for Wireless Single-Hop D2D Caching Networks with Physical Models
    M.-C. Lee, M. Ji and A. F. Molisch, IEEE ICC 2021.

  2. Predicting Needs in Future Decentralized Networks through Analysis of Barrage Relay Networks
    N. Woolsey and M. Ji and B. Kraczek, IEEE WCNC, 2021.

  3. Cache-Aided Modulation for Heterogeneous Coded Caching over a Gaussian Broadcast Channel
    M. Bayat, K. Wan, M. Ji and G. Caire, IEEE Globecom, 2020 (video).

  4. Topological Coded Distributed Computing
    K. Wan, M. Ji and G. Caire, IEEE Globecom, 2020 (video).

  5. Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks
    M.-C. Lee, M. Ji and A. F. Molisch, IEEE Globecom, 2020 (video).

  6. A Stochastic Optimization Framework for Distributed Beam Scheduling in 5G mm-Wave Networks over Non-cooperative Operators
    X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, IEEE Asilomar, 2020 (video).

  7. Enabling Uncoordinated Spectrum Sharing in Millimeter Wave Networks Using Carrier Sensing
    S. Sarkar, X. Zhang, A. Bhuyan, M. Ji and S. K. Kasera, IEEE Asilomar, 2020.

  8. A New Design Framework on D2D Coded Caching with Optimal Rate and Less Subpacketizations
    X. Zhang and M. Ji, IEEE ISIT 2020 (video).

  9. Cache-aided Multiuser Private Information Retrieval
    X. Zhang, K. Wan, H. Sun, and M. Ji, IEEE ISIT 2020 (video).

  10. Heterogeneous Computation Assignments in Coded Elastic Computing
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2020 (video).

  11. Cache-Aided Scalar Linear Function Retrieval
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ISIT 2020 (video).

  12. Novel Converse for Device-to-Device Demand-Private Caching with a Trusted Server
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ISIT 2020 (video).

  13. Cache-aided Interference Alignment for Multiuser Private Information Retrieval
    X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, CCDWN workshop in IEEE WiOpt, 2020 (invited paper) (video).

  14. Coded Distributed Computing with Heterogeneous Function Assignments
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ICC 2020 (video).

  15. Device-to-Device Private Caching with Trusted Server
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ICC 2020.

  16. An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases
    N. Woolsey, R.-R. Chen and M. Ji, IEEE Globecom 2019.

  17. Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions
    M.-C. Lee, M. Ji, A. F. Molisch and N. Sastry, IEEE Globecom 2019.

  18. A Novel Cache-aided Fog-RAN Architecture
    K. Wan, D. Tuninetti, M. Ji and G. Caire, IEEE ISIT 2019.

  19. On Coded Caching with Correlated Files
    K. Wan, D. Tuninetti, M. Ji and G. Caire, IEEE ISIT 2019.

  20. Cascaded Coded Distributed Computing on Heterogeneous Networks
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2019.

  21. A New Design of Private Information Retrieval for Storage Constrained Databases
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2019.

  22. Coded Distributed Computing with Heterogeneous Function Assignments
    N. Woolsey, R.-R. Chen, and M. Ji, ICML CodML Workshop 2019 (Poster).

  23. Cache-aided Interference Management Using Hypercube Combinatorial Cache Designs
    X. Zhang, N. Woolsey and M. Ji, IEEE ICC 2019.

  24. Fundamental Limits of Distributed Data Shuffling
    K. Wan, D. Tuninetti, M. Ji and P. Piantanida, IEEE Allerton 2018.

  25. On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches
    K. Wan, M. Ji, P. Piantanida and D. Tuninetti, IEEE ISIT 2018.

  26. A New Combinatorial Design of Coded Distributed Computing
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2018.

  27. Coded Caching in Wireless Device-to-Device Networks Using a Hypercube Approach
    N. Woolsey, R.-R. Chen and M. Ji, IEEE ICC Workshop 2018 - Information-Centric Edge Computing and Caching for Future Networks.

  28. Caching in Combination Networks: Novel Multicast Message Generation and Delivery by Leveraging the Network Topology
    K. Wan, M. Ji, P. Piantanida and D. Tuninetti, IEEE ICC 2018.

  29. Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation
    A. RezazadehReyhani, A. Farhang, M. Ji, R.-R. Chen and B. Farhang-Boroujeny, IEEE ICC 2018.

  30. Fundamental Limits of Wireless Distributed Computing Networks
    M. Ji and R.-R. Chen, IEEE INFOCOM 2018.

  31. A Novel Asymmetric Coded Placement in Combination Networks with end-user Caches
    K. Wan, D. Tuninetti, M. Ji, and P. Piantanida, IEEE ITA 2018 (invited paper).

  32. On Combination Networks with Cache-aided Relays and Users
    K. Wan, D. Tuninetti, P. Piantanida and M. Ji, IEEE WSA 2018 (invited paper).

  33. Device-to-Device Caching Networks with Sub-quadratic Subpacketizations
    N. Woolsey, R.-R. Chen and M. Ji, IEEE Globecom 2017.

  34. State-of-the-art in Cache-aided Combination Networks
    K. Wan, D. Tuninetti, M. Ji, and P. Piantanida, IEEE Asilomar 2017 (invited paper).

  35. Novel Outer Bounds for Combination Networks with End-User-Caches
    K. Wan, M. Ji, P. Piantanida and D, Tuninetti, IEEE ITW 2017.

  36. Novel Inner Bounds with Uncoded Cache Placement for Combination Networks with End-User-Caches
    K. Wan, M. Ji, P. Piantanida and D, Tuninetti, IEEE Allerton 2017.

  37. Fundamental Limits of Distributed Caching in Multihop D2D Wireless Networks
    M. Ji, R.-R. Chen, G. Caire and A. F. Molisch, 2017 IEEE International Symposium on Information Theory (ISIT), Aachen, 2017, pp. 2950-2954.

  38. Caching and coded multicasting in slow fading environment
    M. Ji and R.-R. Chen, 2017 IEEE Wireless Communications and Networking Conference (WCNC), San Francisco, CA, 2017, pp. 1-6.

  39. On the Impact of Lossy Channels for Wireless Edge Caching
    A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, 2016, pp. 1-7.

  40. Caching in Combination Networks
    M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2015 49th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2015, pp. 1269-1273.

  41. On the Fundamental Limits of Caching in Combination Networks
    M. Ji, M. F. Wong, A. Tulino, J. Llorca, G. Caire, M. Effros and M. Langberg, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Stockholm, 2015, pp. 695-699.

  42. An efficient coded multicasting scheme preserving the multiplicative caching gain
    G. Vettigli, M. Ji, A. M. Tulino, J. Llorca and P. Festa, 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Hong Kong, 2015, pp. 251-256.

  43. An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching
    M. Ji, K. Shanmugam, G. Vettigli, J. Llorca, A. M. Tulino and G. Caire, 2015 IEEE International Conference on Communications (ICC), London, 2015, pp. 3801-3806.

  44. Caching-aided coded multicasting with multiple random requests
    M. Ji, A. Tulino, J. Llorca and G. Caire, 2015 IEEE Information Theory Workshop (ITW), Jerusalem, 2015, pp. 1-5.

  45. On the capacity of multihop device-to-device caching networks
    S. W. Jeon, S. N. Hong, M. Ji and G. Caire, 2015 IEEE Information Theory Workshop (ITW), Jerusalem, 2015, pp. 1-5.

  46. Caching in wireless multihop device-to-device networks
    S. W. Jeon, S. N. Hong, M. Ji and G. Caire, 2015 IEEE International Conference on Communications (ICC), London, 2015, pp. 6732-6737 (Best paper award).

  47. Finite Length Analysis of Caching-Aided Coded Multicasting
    K. Shanmugam, M. Ji, A. M. Tulino, J. Llorca and A. G. Dimakis,2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, 2014, pp. 914-920.

  48. Caching and coded multicasting: Multiple groupcast index coding
    M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, 2014, pp. 881-885.

  49. On the Average Performance of Caching and Coded Multicasting with Random Demands
    M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2014 11th International Symposium on Wireless Communications Systems (ISWCS), Barcelona, 2014, pp. 922-926.

  50. Fundamental Limits of Distributed Caching in D2D Wireless Networks
    M. Ji, G. Caire and A. F. Molisch, 2013 IEEE Information Theory Workshop (ITW), Sevilla, 2013, pp. 1-5.

  51. Optimal throughput-outage trade-off in wireless one-hop caching networks
    M. Ji, G. Caire and A. F. Molisch, 2013 IEEE International Symposium on Information Theory, Istanbul, 2013, pp. 1461-1465.

  52. Device-to-device communications for wireless video delivery
    N. Golrezaei, M. Ji, A. F. Molisch, A. G. Dimakis and G. Caire, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove, CA, 2012, pp. 930-933.

  53. Capacity of distributed MIMO with finite size
    H. R. Sadjadpour, J. J. Garcia-Luna-Aceves and M. Ji, 2011 7th International Wireless Communications and Mobile Computing Conference, Istanbul, 2011, pp. 1529-1534.

  54. On the minimum side information of MIMO broadcast channel
    Z. Wang, M. Ji, L. Dritsoula, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 European Wireless Conference (EW), Lucca, 2010, pp. 26-33 (Best student paper award).

  55. The Capacity of Ad Hoc Networks with Heterogeneous Traffic Using Cooperation
    M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 Proceedings IEEE INFOCOM, San Diego, CA, 2010, pp. 1-9.

  56. Opportunistic Interference Management Increases the Capacity of Ad Hoc Networks
    Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), Boston, MA, 2010, pp. 1-9.

  57. Capacity of wireless networks with heterogeneous traffic under physical model
    M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 IEEE Sarnoff Symposium, Princeton, NJ, 2010, pp. 1-5.

  58. The capacity of Multihop Relay Wireless Networks
    M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 European Wireless Conference (EW), Lucca, 2010, pp. 49-56.

  59. Capacity of Wireless Networks with Heterogeneous Traffic
    M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference, Honolulu, HI, 2009, pp. 1-6.

  60. Cooperation-Multiuser Diversity Tradeoff in Wireless Cellular Networks
    Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference, Honolulu, HI, 2009, pp. 1-6.

  61. Interference management: A new paradigm for wireless cellular networks
    Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, MILCOM 2009 - 2009 IEEE Military Communications Conference, Boston, MA, 2009, pp. 1-6.