Christian Makaya

51 papers A* 2A 2B 6C 2Journal 26Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing.
CoRR
Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang
2024 J jnl
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems.
IEEE Embed. Syst. Lett.
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2024 — conf
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection.
ACM Great Lakes Symposium on VLSI
Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu
2023 J jnl
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation.
ACM Trans. Embed. Comput. Syst.
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 A conf
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI.
DATE
Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization.
Future Gener. Comput. Syst.
Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2023 J jnl
On Hardware-Aware Design and Optimization of Edge Intelligence.
IEEE Des. Test
Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
SAFELearning: Secure Aggregation in Federated Learning With Backdoor Detectability.
IEEE Trans. Inf. Forensics Secur.
Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya
2023 A* conf
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning.
DAC
Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2022 C conf
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems.
ICCD
Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2022 A conf
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware.
ICCAD
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2021 J jnl
On the Planning and Design Problem of Fog Computing Networks.
IEEE Trans. Cloud Comput.
Faisal Haider, Decheng Zhang, Marc St-Hilaire, Christian Makaya
2021 J jnl
ProFact: A Provenance-Based Analytics Framework for Access Control Policies.
IEEE Trans. Serv. Comput.
Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Christopher Williams
2021 J jnl
SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation.
CoRR
Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya
2020 J jnl
Cost-effective Machine Learning Inference Offload for Edge Computing.
CoRR
Christian Makaya, Amalendu Iyer, Jonathan Salfity, Madhu Athreya, M. Anthony Lewis
2019 J jnl
Adaptive Federated Learning in Resource Constrained Edge Computing Systems.
IEEE J. Sel. Areas Commun.
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
2019 J jnl
Methods and Tools for Policy Analysis.
ACM Comput. Surv.
Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Alessandra Russo, Christopher Williams
2019 J jnl
Model and Algorithms for the Planning of Fog Computing Networks.
IEEE Internet Things J.
Decheng Zhang, Faisal Haider, Marc St-Hilaire, Christian Makaya
2018 J jnl
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling.
CoRR
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
2018 B conf
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling.
CNSM
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
2018 A* conf
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning.
INFOCOM
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
2018 J jnl
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning.
CoRR
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
2017 — conf
Data distribution and scheduling for distributed analytics tasks.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Stephen Pasteris, Shiqiang Wang, Christian Makaya, Kevin Chan, Mark Herbster
2017 — conf
Next generation firewalls for dynamic coalitions.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Saritha Arunkumar, Stephen Pipes, Christian Makaya, Elisa Bertino, Erisa Karafili, Emil C. Lupu, Christopher Williams
2017 B conf
Provenance-Based Analytics Services for Access Control Policies.
SERVICES
Elisa Bertino, Amani Abu Jabal, Seraphin B. Calo, Christian Makaya, Maroun Touma, Dinesh C. Verma, Christopher Williams
2017 — conf
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang
2016 — conf
Automated virtual network functions onboarding.
NFV-SDN
Christian Makaya, Douglas M. Freimuth
2016 J jnl
Efficient handover with optimized localized routing for Proxy Mobile IPv6.
Telecommun. Syst.
Ahmad Rasem, Marc St-Hilaire, Christian Makaya
2015 — conf
Automatic planning of long term evolution evolved packet core networks.
NOF
Dima Dababneh, Marc St-Hilaire, Christian Makaya
2015 J jnl
CORONET: Testbeds, Demonstration, and Lessons Learned [Invited].
JOCN
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
2015 J jnl
Data and Control Plane Traffic Modelling for LTE Networks.
Mob. Networks Appl.
Dima Dababneh, Marc St-Hilaire, Christian Makaya
2015 — conf
Over-the-air remote management and control of IP-based M2M devices.
WF-IoT
Christian Makaya, Ming-Yee Lai, Fuchun Joseph Lin
2015 — conf
Policy-based NFV management and orchestration.
NFV-SDN
Christian Makaya, Douglas M. Freimuth, David Wood, Seraphin B. Calo
2012 B conf
A comparative analysis of predictive and reactive mode of optimized PMIPv6.
IWCMC
Ahmad Rasem, Marc St-Hilaire, Christian Makaya
2012 J jnl
Loosely coupled service composition for deployment of next generation service overlay networks.
IEEE Commun. Mag.
Satoshi Komorita, Manabu Ito, Hidetoshi Yokota, Christian Makaya, Benjamin Falchuk, Dana Chee, Subir Das
2012 B conf
O-PMIPv6: Efficient Handover with route optimization in Proxy Mobile IPv6 domain.
WiMob
Ahmad Rasem, Christian Makaya, Marc St-Hilaire
2012 — conf
Seamless data offload and flow mobility in vehicular communications networks.
WCNC Workshops
Christian Makaya, Subir Das, F. Joe Lin
2011 — conf
On the adaptation of commercial smartphones to tactical environments.
MILCOM
Vikram Kaul, Christian Makaya, Subir Das, David Shur, Sunil Samtani
2011 — conf
Services Composition Based on Next-Generation Service Overlay Networks Architecture.
NTMS
Christian Makaya, Benjamin Falchuk, Dana Chee, F. Joe Lin, Subir Das, Manabu Ito, Satoshi Komorita, Tsunehiko Chiba, Hidetoshi Yokota
2011 C conf
User-transparent reconfiguration method for self-organizing IP multimedia subsystem.
ISCC
Satoshi Komorita, Hidetoshi Yokota, Ashutosh Dutta, Christian Makaya, Subir Das, Dana Chee, F. Joe Lin, Henning Schulzrinne
2008 J jnl
Adaptive handoff scheme for heterogeneous IP wireless networks.
Comput. Commun.
Christian Makaya, Samuel Pierre
2008 J jnl
An Analytical Framework for Performance Evaluation of IPv6-Based mobility Management Protocols.
IEEE Trans. Wirel. Commun.
Christian Makaya, Samuel Pierre
2008 J jnl
An Architecture for Seamless Mobility Support in IP-Based Next-Generation Wireless Networks.
IEEE Trans. Veh. Technol.
Christian Makaya, Samuel Pierre
2008 J jnl
Enhanced fast handoff scheme for heterogeneous wireless networks.
Comput. Commun.
Christian Makaya, Samuel Pierre
2008 J jnl
Joint packet scheduling and dynamic base station assignment for CDMA data networks.
Int. J. Commun. Syst.
Christian Makaya, Sonia Aïssa
2007 B conf
Efficient Handoff Scheme for Heterogeneous IPv6-based Wireless Networks.
WCNC
Christian Makaya, Samuel Pierre
2007 B conf
IP-Based Fast Handoff Scheme for Heterogeneous Wireless Networks.
WiMob
Christian Makaya, Samuel Pierre
2007 J jnl
Reliable Integrated Architecture for Heterogeneous Mobile and Wireless Networks.
J. Networks
Christian Makaya, Samuel Pierre
2006 — conf
Handoff Protocol for Heterogeneous All-IP-based Wireless Networks.
CCECE
Christian Makaya, Samuel Pierre
2003 — conf
Base Station Joint Scheduling for Downlink Throughput Maximization in CDMMA Packet Data Networks.
HSNMC
Christian Makaya, Sonia Aïssa