Christian Makaya

According to our database, Christian Makaya authored at least 50 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems.

Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

IEEE Embed. Syst. Lett., June, 2024

EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing.

Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang

CoRR, 2024

FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection.

Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI.

Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

On Hardware-Aware Design and Optimization of Edge Intelligence.

Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

IEEE Des. Test, December, 2023

CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation.

Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

ACM Trans. Embed. Comput. Syst., October, 2023

Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization.

Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Future Gener. Comput. Syst., May, 2023

SAFELearning: Secure Aggregation in Federated Learning With Backdoor Detectability.

Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya

IEEE Trans. Inf. Forensics Secur., 2023

EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI.

Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning.

Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems.

Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware.

Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

ProFact: A Provenance-Based Analytics Framework for Access Control Policies.

Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Christopher Williams

IEEE Trans. Serv. Comput., 2021

On the Planning and Design Problem of Fog Computing Networks.

Faisal Haider, Decheng Zhang, Marc St-Hilaire, Christian Makaya

IEEE Trans. Cloud Comput., 2021

SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation.

Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya

CoRR, 2021

2020

Cost-effective Machine Learning Inference Offload for Edge Computing.

Christian Makaya, Amalendu Iyer, Jonathan Salfity, Madhu Athreya, M. Anthony Lewis

CoRR, 2020

2019

Adaptive Federated Learning in Resource Constrained Edge Computing Systems.

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan

IEEE J. Sel. Areas Commun., 2019

Model and Algorithms for the Planning of Fog Computing Networks.

Decheng Zhang, Faisal Haider, Marc St-Hilaire, Christian Makaya

IEEE Internet Things J., 2019

Methods and Tools for Policy Analysis.

Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Alessandra Russo, Christopher Williams

ACM Comput. Surv., 2019

2018

A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling.

Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo

CoRR, 2018

When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning.

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling.

Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo

Proceedings of the 14th International Conference on Network and Service Management, 2018

2017

Data distribution and scheduling for distributed analytics tasks.

Stephen Pasteris, Shiqiang Wang, Christian Makaya, Kevin Chan, Mark Herbster

Proceedings of the 2017 IEEE SmartWorld, 2017

SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks.

Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang

Proceedings of the 2017 IEEE SmartWorld, 2017

Next generation firewalls for dynamic coalitions.

Saritha Arunkumar, Stephen Pipes, Christian Makaya, Elisa Bertino, Erisa Karafili, Emil C. Lupu, Christopher Williams

Proceedings of the 2017 IEEE SmartWorld, 2017

Provenance-Based Analytics Services for Access Control Policies.

Elisa Bertino, Amani Abu Jabal, Seraphin B. Calo, Christian Makaya, Maroun Touma, Dinesh C. Verma, Christopher Williams

Proceedings of the 2017 IEEE World Congress on Services, 2017

2016

Efficient handover with optimized localized routing for Proxy Mobile IPv6.

Ahmad Rasem, Marc St-Hilaire, Christian Makaya

Telecommun. Syst., 2016

Automated virtual network functions onboarding.

Christian Makaya, Douglas M. Freimuth

Proceedings of the 2016 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2016

2015

Data and Control Plane Traffic Modelling for LTE Networks.

Dima Dababneh, Marc St-Hilaire, Christian Makaya

Mob. Networks Appl., 2015

CORONET: Testbeds, Demonstration, and Lessons Learned [Invited].

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

JOCN, 2015

Over-the-air remote management and control of IP-based M2M devices.

Christian Makaya, Ming-Yee Lai, Fuchun Joseph Lin

Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

Automatic planning of long term evolution evolved packet core networks.

Dima Dababneh, Marc St-Hilaire, Christian Makaya

Proceedings of the 6th International Conference on the Network of the Future, 2015

Policy-based NFV management and orchestration.

Christian Makaya, Douglas M. Freimuth, David Wood, Seraphin B. Calo

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2015

2012

Loosely coupled service composition for deployment of next generation service overlay networks.

Satoshi Komorita, Manabu Ito, Hidetoshi Yokota, Christian Makaya, Benjamin Falchuk, Dana Chee, Subir Das

IEEE Commun. Mag., 2012

O-PMIPv6: Efficient Handover with route optimization in Proxy Mobile IPv6 domain.

Ahmad Rasem, Christian Makaya, Marc St-Hilaire

Proceedings of the 8th IEEE International Conference on Wireless and Mobile Computing, 2012

Seamless data offload and flow mobility in vehicular communications networks.

Christian Makaya, Subir Das, F. Joe Lin

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

A comparative analysis of predictive and reactive mode of optimized PMIPv6.

Ahmad Rasem, Marc St-Hilaire, Christian Makaya

Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

2011

Services Composition Based on Next-Generation Service Overlay Networks Architecture.

Christian Makaya, Benjamin Falchuk, Dana Chee, F. Joe Lin, Subir Das, Manabu Ito, Satoshi Komorita, Tsunehiko Chiba, Hidetoshi Yokota

Proceedings of the 4th IFIP International Conference on New Technologies, 2011

On the adaptation of commercial smartphones to tactical environments.

Vikram Kaul, Christian Makaya, Subir Das, David Shur, Sunil Samtani

Proceedings of the MILCOM 2011, 2011

User-transparent reconfiguration method for self-organizing IP multimedia subsystem.

Satoshi Komorita, Hidetoshi Yokota, Ashutosh Dutta, Christian Makaya, Subir Das, Dana Chee, F. Joe Lin, Henning Schulzrinne

Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

2008

An Analytical Framework for Performance Evaluation of IPv6-Based mobility Management Protocols.

Christian Makaya, Samuel Pierre

IEEE Trans. Wirel. Commun., 2008

An Architecture for Seamless Mobility Support in IP-Based Next-Generation Wireless Networks.

Christian Makaya, Samuel Pierre

IEEE Trans. Veh. Technol., 2008

Joint packet scheduling and dynamic base station assignment for CDMA data networks.

Christian Makaya, Sonia Aïssa

Int. J. Commun. Syst., 2008

Adaptive handoff scheme for heterogeneous IP wireless networks.

Christian Makaya, Samuel Pierre

Comput. Commun., 2008

Enhanced fast handoff scheme for heterogeneous wireless networks.

Christian Makaya, Samuel Pierre

Comput. Commun., 2008

2007

Reliable Integrated Architecture for Heterogeneous Mobile and Wireless Networks.

Christian Makaya, Samuel Pierre

J. Networks, 2007

IP-Based Fast Handoff Scheme for Heterogeneous Wireless Networks.

Christian Makaya, Samuel Pierre

Proceedings of the Third IEEE International Conference on Wireless and Mobile Computing, 2007

Efficient Handoff Scheme for Heterogeneous IPv6-based Wireless Networks.

Christian Makaya, Samuel Pierre

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2006

Handoff Protocol for Heterogeneous All-IP-based Wireless Networks.

Christian Makaya, Samuel Pierre

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2003

Base Station Joint Scheduling for Downlink Throughput Maximization in CDMMA Packet Data Networks.

Christian Makaya, Sonia Aïssa

Proceedings of the High Speed Networks and Multimedia Communications, 2003