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Christian Makaya
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2020 – today
- 2024
- [j21]Shuo Huai
, Hao Kong
, Shiqing Li, Xiangzhong Luo
, Ravi Subramaniam
, Christian Makaya
, Qian Lin, Weichen Liu
:
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems. IEEE Embed. Syst. Lett. 16(2): 174-177 (2024) - [c25]Vikash Sathiamoorthy
, Shuo Huai
, Hao Kong
, Di Liu
, Wendy Yong Yi Loy, Christian Makaya
, Daren Ho
, Ravi Subramaniam
, Qian Lin
, Weichen Liu
:
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection. ACM Great Lakes Symposium on VLSI 2024: 310-314 - [i5]Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang:
EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing. CoRR abs/2405.16685 (2024) - 2023
- [j20]Shuo Huai
, Hao Kong
, Xiangzhong Luo
, Di Liu
, Ravi Subramaniam
, Christian Makaya
, Qian Lin, Weichen Liu
:
On Hardware-Aware Design and Optimization of Edge Intelligence. IEEE Des. Test 40(6): 149-162 (2023) - [j19]Shuo Huai
, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam
, Christian Makaya
, Qian Lin:
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization. Future Gener. Comput. Syst. 142: 314-327 (2023) - [j18]Hao Kong
, Di Liu
, Shuo Huai, Xiangzhong Luo
, Ravi Subramaniam
, Christian Makaya
, Qian Lin, Weichen Liu
:
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4657-4670 (2023) - [j17]Shuo Huai
, Hao Kong
, Xiangzhong Luo
, Shiqing Li
, Ravi Subramaniam
, Christian Makaya
, Qian Lin, Weichen Liu
:
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation. ACM Trans. Embed. Comput. Syst. 22(5s): 123:1-123:25 (2023) - [j16]Zhuosheng Zhang
, Jiarui Li, Shucheng Yu
, Christian Makaya:
SAFELearning: Secure Aggregation in Federated Learning With Backdoor Detectability. IEEE Trans. Inf. Forensics Secur. 18: 3289-3304 (2023) - [c24]Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu:
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning. DAC 2023: 1-6 - [c23]Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu:
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI. DATE 2023: 1-2 - 2022
- [c22]Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin:
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware. ICCAD 2022: 109:1-109:9 - [c21]Shuo Huai
, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin:
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. ICCD 2022: 627-634 - 2021
- [j15]Faisal Haider
, Decheng Zhang
, Marc St-Hilaire
, Christian Makaya
:
On the Planning and Design Problem of Fog Computing Networks. IEEE Trans. Cloud Comput. 9(2): 724-736 (2021) - [j14]Amani Abu Jabal
, Maryam Davari
, Elisa Bertino
, Christian Makaya, Seraphin B. Calo
, Dinesh C. Verma
, Christopher Williams:
ProFact: A Provenance-Based Analytics Framework for Access Control Policies. IEEE Trans. Serv. Comput. 14(6): 1914-1928 (2021) - [i4]Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya:
SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation. CoRR abs/2102.02402 (2021) - 2020
- [i3]Christian Makaya, Amalendu Iyer, Jonathan Salfity, Madhu Athreya, M. Anthony Lewis:
Cost-effective Machine Learning Inference Offload for Edge Computing. CoRR abs/2012.04063 (2020)
2010 – 2019
- 2019
- [j13]Amani Abu Jabal
, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Alessandra Russo
, Christopher Williams:
Methods and Tools for Policy Analysis. ACM Comput. Surv. 51(6): 121:1-121:35 (2019) - [j12]Decheng Zhang
, Faisal Haider
, Marc St-Hilaire
, Christian Makaya
:
Model and Algorithms for the Planning of Fog Computing Networks. IEEE Internet Things J. 6(2): 3873-3884 (2019) - [j11]Shiqiang Wang
, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He
, Kevin Chan
:
Adaptive Federated Learning in Resource Constrained Edge Computing Systems. IEEE J. Sel. Areas Commun. 37(6): 1205-1221 (2019) - 2018
- [c20]Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo:
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling. CNSM 2018: 323-327 - [c19]Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan:
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. INFOCOM 2018: 63-71 - [i2]Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan:
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. CoRR abs/1804.05271 (2018) - [i1]Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo:
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling. CoRR abs/1810.03238 (2018) - 2017
- [c18]Elisa Bertino, Amani Abu Jabal, Seraphin B. Calo, Christian Makaya, Maroun Touma, Dinesh C. Verma, Christopher Williams:
Provenance-Based Analytics Services for Access Control Policies. SERVICES 2017: 94-101 - [c17]Saritha Arunkumar, Stephen Pipes, Christian Makaya, Elisa Bertino, Erisa Karafili, Emil C. Lupu, Christopher Williams:
Next generation firewalls for dynamic coalitions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [c16]Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang:
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [c15]Stephen Pasteris, Shiqiang Wang, Christian Makaya, Kevin Chan, Mark Herbster:
Data distribution and scheduling for distributed analytics tasks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - 2016
- [j10]Ahmad Rasem, Marc St-Hilaire, Christian Makaya:
Efficient handover with optimized localized routing for Proxy Mobile IPv6. Telecommun. Syst. 62(4): 675-693 (2016) - [c14]Christian Makaya, Douglas M. Freimuth:
Automated virtual network functions onboarding. NFV-SDN 2016: 206-211 - 2015
- [j9]Ann Von Lehmen, Robert D. Doverspike, George Clapp, Douglas M. Freimuth, Joel W. Gannett, Aleksandar Kolarov, Haim Kobrinski, Christian Makaya, Emmanuil Mavrogiorgis, Jorge L. Pastor, Michael E. Rauch, K. K. Ramakrishnan
, Ronald A. Skoog, Brian J. Wilson, Sheryl L. Woodward:
CORONET: Testbeds, Demonstration, and Lessons Learned [Invited]. JOCN 7(3): A447-A458 (2015) - [j8]Dima Dababneh, Marc St-Hilaire, Christian Makaya:
Data and Control Plane Traffic Modelling for LTE Networks. Mob. Networks Appl. 20(4): 449-458 (2015) - [c13]Christian Makaya, Douglas M. Freimuth, David Wood, Seraphin B. Calo:
Policy-based NFV management and orchestration. NFV-SDN 2015: 128-134 - [c12]Dima Dababneh, Marc St-Hilaire, Christian Makaya:
Automatic planning of long term evolution evolved packet core networks. NOF 2015: 1-5 - [c11]Christian Makaya, Ming-Yee Lai, Fuchun Joseph Lin
:
Over-the-air remote management and control of IP-based M2M devices. WF-IoT 2015: 172-176 - 2012
- [j7]Satoshi Komorita, Manabu Ito, Hidetoshi Yokota, Christian Makaya, Benjamin Falchuk, Dana Chee, Subir Das:
Loosely coupled service composition for deployment of next generation service overlay networks. IEEE Commun. Mag. 50(1): 62-72 (2012) - [c10]Ahmad Rasem, Marc St-Hilaire, Christian Makaya:
A comparative analysis of predictive and reactive mode of optimized PMIPv6. IWCMC 2012: 722-727 - [c9]Christian Makaya, Subir Das, F. Joe Lin
:
Seamless data offload and flow mobility in vehicular communications networks. WCNC Workshops 2012: 338-343 - [c8]Ahmad Rasem, Christian Makaya, Marc St-Hilaire:
O-PMIPv6: Efficient Handover with route optimization in Proxy Mobile IPv6 domain. WiMob 2012: 47-54 - 2011
- [c7]Satoshi Komorita, Hidetoshi Yokota, Ashutosh Dutta, Christian Makaya, Subir Das, Dana Chee, F. Joe Lin
, Henning Schulzrinne:
User-transparent reconfiguration method for self-organizing IP multimedia subsystem. ISCC 2011: 1137-1144 - [c6]Vikram Kaul, Christian Makaya, Subir Das, David Shur, Sunil Samtani:
On the adaptation of commercial smartphones to tactical environments. MILCOM 2011: 2205-2210 - [c5]Christian Makaya, Benjamin Falchuk, Dana Chee, F. Joe Lin
, Subir Das, Manabu Ito, Satoshi Komorita, Tsunehiko Chiba, Hidetoshi Yokota:
Services Composition Based on Next-Generation Service Overlay Networks Architecture. NTMS 2011: 1-6
2000 – 2009
- 2008
- [j6]Christian Makaya, Samuel Pierre:
Enhanced fast handoff scheme for heterogeneous wireless networks. Comput. Commun. 31(10): 2016-2029 (2008) - [j5]Christian Makaya, Samuel Pierre:
Adaptive handoff scheme for heterogeneous IP wireless networks. Comput. Commun. 31(10): 2094-2108 (2008) - [j4]Christian Makaya, Sonia Aïssa:
Joint packet scheduling and dynamic base station assignment for CDMA data networks. Int. J. Commun. Syst. 21(2): 185-209 (2008) - [j3]Christian Makaya, Samuel Pierre:
An Architecture for Seamless Mobility Support in IP-Based Next-Generation Wireless Networks. IEEE Trans. Veh. Technol. 57(2): 1209-1225 (2008) - [j2]Christian Makaya, Samuel Pierre:
An Analytical Framework for Performance Evaluation of IPv6-Based mobility Management Protocols. IEEE Trans. Wirel. Commun. 7(3): 972-983 (2008) - 2007
- [j1]Christian Makaya, Samuel Pierre:
Reliable Integrated Architecture for Heterogeneous Mobile and Wireless Networks. J. Networks 2(6): 24-32 (2007) - [c4]Christian Makaya, Samuel Pierre:
Efficient Handoff Scheme for Heterogeneous IPv6-based Wireless Networks. WCNC 2007: 3256-3261 - [c3]Christian Makaya, Samuel Pierre:
IP-Based Fast Handoff Scheme for Heterogeneous Wireless Networks. WiMob 2007: 22 - 2006
- [c2]Christian Makaya, Samuel Pierre:
Handoff Protocol for Heterogeneous All-IP-based Wireless Networks. CCECE 2006: 223-226 - 2003
- [c1]Christian Makaya, Sonia Aïssa:
Base Station Joint Scheduling for Downlink Throughput Maximization in CDMMA Packet Data Networks. HSNMC 2003: 304-315
Coauthor Index
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