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Issue DateTitleAuthor(s)
16-Apr-2018When edge meets learning: adaptive control for resource-constrained distributed machine learningLeung, KK; Wang, S; Tuor, T; Salonidis, T; Makaya, C, et al
22-Dec-2016QoI-aware Tradeoff Between Communication and Computation in Wireless Ad-hoc NetworksLeung, KK; Nazemi, S; Swami, A; IBM United Kingdom Ltd
15-Apr-2018Understanding information leakage of distributed inference with deep neural networks: Overview of information theoretic approach and initial resultsTuor, T; Wang, S; Leung, KK; Ko, BJ; Kolodny, MA, et al
4-May-2018Resource management in distributed SDN using reinforcement learningMa, L; Zhang, Z; Ko, B; Srivatsa, M; Leung, KK, et al
4-May-2018Machine learning for dynamic resource allocation at network edgeKo, BJ; Leung, KK; Salonidis, T; Kolodny, MA; Wiegmann, DM, et al
28-Jul-2016Robust monitor placement for network tomography in dynamic networksHe, T; Gkelias, A; Ma, L; Leung, KK; Swami, A, et al
29-Apr-2019Learning the optimal synchronization rates in distributed SDN control architecturesPoularakis, K; Qin, Q; Ma, L; Kompella, S; Leung, K, et al
20-May-2019DQ Scheuler: deep reinforcement learning based controller synchronization in distributed SDNZhang, Z; Ma, L; Poularakis, K; Leung, K; Wu, L, et al