Anwar Walid

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 58

Top Topics

Tensor Decomposition

Reinforcement Learning

Congestion Control

Top Venues

Comput. Networks

IEEE/ACM Trans. Netw.

IEEE Trans. Computers

Publications

Xiao-Yang Liu, Jie Zhang, Guoxuan Wang, Weiqing Tong, Anwar Walid
FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing. CoRR (2024)
Shiva Raj Pokhrel, Mohammad Belayet Hossain, Anwar Walid
Modeling Practically Private Wireless Vehicle to Grid System With Federated Reinforcement Learning. IEEE Trans. Serv. Comput. 17 (3) (2024)
Shiva Raj Pokhrel, Jonathan Kua, Deol Satish, Sebnem Ozer, Jeff Howe, Anwar Walid
DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control. Future Internet 16 (2) (2024)
Shiva Raj Pokhrel, Jonathan Kua, Brenton Fleming, Sebnem Ozer, Jeff Howe, Anwar Walid
Multipath TCP implementation under FreeBSD-13 for pluggable machine learning models. Comput. Networks 252 (2024)
Xiao-Yang Liu, Ming Zhu, Sem C. Borst, Anwar Walid
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems. CoRR (2023)
Shiva Raj Pokhrel, Jinho Choi, Anwar Walid
Fair and Efficient Distributed Edge Learning With Hybrid Multipath TCP. IEEE/ACM Trans. Netw. 31 (4) (2023)
Shiva Raj Pokhrel, Anwar Walid
Learning to Harness Bandwidth With Multipath Congestion Control and Scheduling. IEEE Trans. Mob. Comput. 22 (2) (2023)
Hao Huang, Xiao-Yang Liu, Weiqin Tong, Tao Zhang, Anwar Walid, Xiaodong Wang
High Performance Hierarchical Tucker Tensor Learning Using GPU Tensor Cores. IEEE Trans. Computers 72 (2) (2023)
Xiao-Yang Liu, Zeliang Zhang, Zhiyuan Wang, Han Lu, Xiaodong Wang, Anwar Walid
High-Performance Tensor Learning Primitives Using GPU Tensor Cores. IEEE Trans. Computers 72 (6) (2023)
Jia Yang, Cai Fu, Xiao-Yang Liu, Anwar Walid
Recommendations in Smart Devices Using Federated Tensor Learning. IEEE Internet Things J. 9 (11) (2022)
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning. IEEE Intell. Syst. 37 (2) (2022)
Deepak Kataria, Anwar Walid, Mahmoud Daneshmand, Ashutosh Dutta, Michael A. Enright, Rentao Gu, Alex Lackpour, Prakash Ramachandran, Honggang Wang, Chi-Ming Chen, Baw Chng, Frederica Darema
INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition. FNWF (2022)
Shiva Raj Pokhrel, Jinho Choi, Anwar Walid
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP. CoRR (2022)
Zeyu Zhou, Bruce E. Hajek, Nakjung Choi, Anwar Walid
Regenerative Particle Thompson Sampling. CoRR (2022)
Catello Di Martino, Anwar Walid
Continuous Testing and SLA Management of 5G Networks for Industrial Automation. ISSRE Workshops (2021)
Xiao-Yang Liu, Zechu Li, Zhuoran Yang, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo, Michael I. Jordan
ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning. CoRR (2021)
Shiva Raj Pokhrel, Anwar Walid
Learning to Harness Bandwidth with Multipath Congestion Control and Scheduling. CoRR (2021)
Zechu Li, Xiao-Yang Liu, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo
FinRL-podracer: high performance and scalable deep reinforcement learning for quantitative finance. ICAIF (2021)
Zechu Li, Xiao-Yang Liu, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo
FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance. CoRR (2021)
Danny De Vleeschauwer, Chrysa Papagianni, Anwar Walid
Decomposing SLAs for Network Slicing. IEEE Commun. Lett. 25 (3) (2021)
Shiva Raj Pokhrel, Neeraj Kumar, Anwar Walid
Towards Ultra Reliable Low Latency Multipath TCP for Connected Autonomous Vehicles. IEEE Trans. Veh. Technol. 70 (8) (2021)
Beomyeol Jeon, S. M. Ferdous, Muntasir Raihan Rahman, Anwar Walid
Privacy-Preserving Decentralized Aggregation for Federated Learning. INFOCOM Workshops (2021)
Zejiang Hou, Anwar Walid, Sun-Yuan Kung
Meta-Learning with Attention for Improved Few-Shot Learning. ICASSP (2021)
Shaoxiong Ji, Teemu Saravirta, Shirui Pan, Guodong Long, Anwar Walid
Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning. CoRR (2021)
Beomyeol Jeon, S. M. Ferdous, Muntasir Raihan Rahman, Anwar Walid
Privacy-preserving Decentralized Aggregation for Federated Learning. CoRR (2020)
Hongyang Yang, Xiao-Yang Liu, Shan Zhong, Anwar Walid
Deep reinforcement learning for automated stock trading: an ensemble strategy. ICAIF (2020)
Yunfei Zhang, Gang Li, Chunshan Xiong, Yixue Lei, Wei Huang, Yunbo Han, Anwar Walid, Y. Richard Yang, Zhi-Li Zhang
MoWIE: Toward Systematic, Adaptive Network Information Exposure as an Enabling Technique for Cloud-Based Applications over 5G and Beyond (Invited Paper). NAI@SIGCOMM (2020)
Yang Guo, Alexander L. Stolyar, Anwar Walid
Online VM Auto-Scaling Algorithms for Application Hosting in a Cloud. IEEE Trans. Cloud Comput. 8 (3) (2020)
Tao Zhang, Xiao-Yang Liu, Xiaodong Wang, Anwar Walid
cuTensor-Tubal: Efficient Primitives for Tubal-Rank Tensor Learning Operations on GPUs. IEEE Trans. Parallel Distributed Syst. 31 (3) (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Cai Fu, Zhao Yang, Xiao-Yang Liu, Jia Yang, Anwar Walid, Laurence T. Yang
Secure Tensor Decomposition for Heterogeneous Multimedia Data in Cloud Computing. IEEE Trans. Comput. Soc. Syst. 7 (1) (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. CoRR (2020)
Yimeng Zhang, Xiao-Yang Liu, Bo Wu, Anwar Walid
Video Synthesis via Transform-Based Tensor Neural Network. ACM Multimedia (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. SIGMETRICS (Abstracts) (2020)
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning. CoRR (2020)
Yang Xu, Marco Cello, I-Chih Wang, Anwar Walid, Gordon T. Wilfong, Charles H.-P. Wen, Mario Marchese, H. Jonathan Chao
Dynamic Switch Migration in Distributed Software-Defined Networks to Achieve Controller Load Balance. IEEE J. Sel. Areas Commun. 37 (3) (2019)
Alessandro Lieto, Ilaria Malanchini, Anwar Walid, Antonio Capone
Quantifying the Gain of Dynamic Network Slicing under Stringent Constraints. GLOBECOM (2019)
Jaehoon Koo, Veena B. Mendiratta, Muntasir Raihan Rahman, Anwar Walid
Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics. CoRR (2019)
Kai Yang, Sijia Liu, Lin Cai, Yasin Yilmaz, Pin-Yu Chen, Anwar Walid
Guest Editorial Special Issue on AI Enabled Cognitive Communication and Networking for IoT. IEEE Internet Things J. 6 (2) (2019)
Jaehoon Koo, Veena B. Mendiratta, Muntasir Raihan Rahman, Anwar Walid
Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics. CNSM (2019)
Zhuoran Xiong, Xiao-Yang Liu, Shan Zhong, Hongyang Yang, Anwar Walid
Practical Deep Reinforcement Learning Approach for Stock Trading. CoRR (2018)
Xiao-Yang Liu, Zihan Ding, Sem C. Borst, Anwar Walid
Deep Reinforcement Learning for Intelligent Transportation Systems. CoRR (2018)
Zehua Guo, Yang Xu, Ruoyan Liu, Andrey Gushchin, Kuan-yin Chen, Anwar Walid, H. Jonathan Chao
Balancing flow table occupancy and link utilization in software-defined networks. Future Gener. Comput. Syst. 89 (2018)
Yang Guo, Alexander L. Stolyar, Anwar Walid
Shadow-Routing Based Dynamic Algorithms for Virtual Machine Placement in a Network Cloud. IEEE Trans. Cloud Comput. 6 (1) (2018)
Nikolaos Papadis, Sem C. Borst, Anwar Walid, Mohamed Grissa, Leandros Tassiulas
Stochastic Models and Wide-Area Network Measurements for Blockchain Design and Analysis. INFOCOM (2018)
Weijun Lu, Xiao-Yang Liu, Qingwei Wu, Yue Sun, Anwar Walid
Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis. CoRR (2018)
Anwar Walid, Muhammad Naeem
Fast Coupled Retransmission for Multipath TCP in Data Center Networks. IEEE Syst. J. 12 (1) (2018)
Linqi Guo, John Z. T. Pang, Anwar Walid
Joint Placement and Routing of Network Function Chains in Data Centers. INFOCOM (2018)
Jaehyun Hwang, Anwar Walid, Joon Yoo
Fast Coupled Retransmission for Multipath TCP in Data Center Networks. IEEE Syst. J. 12 (1) (2018)
Tao Deng, Feng Qian, Xiao-Yang Liu, Manyuan Zhang, Anwar Walid
Tensor Sensing for Rf Tomographic Imaging. ICME (2018)
Catello Di Martino, Anwar Walid, Marina Thottan
A Cloud-Based Platform Enabling Automation in Resiliency and Performance Testing of SDN. NFV-SDN (2018)
David Formby, Anwar Walid, Raheem A. Beyah
A Case Study in Power Substation Network Dynamics. Proc. ACM Meas. Anal. Comput. Syst. 1 (1) (2017)
Ryoma Yasunaga, Anwar Walid, Prasanth Ananth
Modular Dynamic Bandwidth Allocation for a Flexible PON: Concept and Evaluation. ECOC (2017)
Tao Deng, Xiao-Yang Liu, Feng Qian, Anwar Walid
Multidimensional Data Tensor Sensing for RF Tomographic Imaging. CoRR (2017)
Marco Cello, Yang Xu, Anwar Walid, Gordon T. Wilfong, H. Jonathan Chao, Mario Marchese
BalCon: A Distributed Elastic SDN Control via Efficient Switch Migration. IC2E (2017)
Zehua Guo, Ruoyan Liu, Yang Xu, Andrey Gushchin, Anwar Walid, H. Jonathan Chao
STAR: Preventing flow-table overflow in software-defined networks. Comput. Networks 125 (2017)
Qiuyu Peng, Anwar Walid, Jaehyun Hwang, Steven H. Low
Multipath TCP: Analysis, Design, and Implementation. IEEE/ACM Trans. Netw. 24 (1) (2016)
Linqi Guo, John Z. F. Pang, Anwar Walid
Dynamic Service Function Chaining in SDN-enabled networks with middleboxes. ICNP (2016)
Andrey Gushchin, Anwar Walid, Ao Tang
Enabling service function chaining through routing optimization in software defined networks. Allerton (2015)
N. Prasanth Anthapadmanabhan, Anwar Walid, Thomas Pfeiffer
Mobile fronthaul over latency-optimized time division multiplexed passive optical networks. ICC Workshops (2015)
Anwar Walid, Aiyou Chen
Efficient and dynamic bandwidth allocation for Non-Status Reporting Gigabit Passive Optical Networks (GPON). ICC (2015)
Andrey Gushchin, Anwar Walid, Ao Tang
Scalable Routing in SDN-enabled Networks with Consolidated Middleboxes. HotMiddlebox@SIGCOMM (2015)
Andrey Gushchin, Anwar Walid, Ao Tang
Scalable Routing in SDN-enabled Networks with Consolidated Middleboxes. CoRR (2015)
Indra Widjaja, Anwar Walid, Yanbin Luo, Yang Xu, H. Jonathan Chao
The importance of switch dimension for energy-efficient datacenter design. Comput. Commun. 50 (2014)
Naser M. Asghari, Michel Mandjes, Anwar Walid
Energy-efficient scheduling in multi-core servers. Comput. Networks 59 (2014)
Yang Guo, Alexander L. Stolyar, Anwar Walid
Online algorithms for joint application-VM-physical-machine auto-scaling in a cloud. SIGMETRICS (2014)
Qiuyu Peng, Minghua Chen, Anwar Walid, Steven H. Low
Energy efficient multipath TCP for mobile devices. MobiHoc (2014)
Qiuyu Peng, Anwar Walid, Steven H. Low
Multipath TCP algorithms: theory and design. SIGMETRICS (2013)
Indra Widjaja, Anwar Walid, Yanbin Luo, Yang Xu, H. Jonathan Chao
Small versus large: Switch sizing in topology design of energy-efficient data centers. IWQoS (2013)
Indra Widjaja, Anwar Walid, Yanbin Luo, Yang Xu, H. Jonathan Chao
Switch sizing for energy-efficient datacenter networks. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Qiuyu Peng, Anwar Walid, Steven H. Low
Multipath TCP: Analysis and Design. CoRR (2013)
Yang Guo, Alexander L. Stolyar, Anwar Walid
Shadow-routing based dynamic algorithms for virtual machine placement in a network cloud. INFOCOM (2013)
Kai Yang, Anwar Walid
Outage-capacity tradeoff for smart grid with renewables. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Naser M. Asghari, Michel Mandjes, Anwar Walid
Optimizing energy management in multi-core servers. SIGMETRICS Perform. Evaluation Rev. 41 (2) (2013)
N. Prasanth Anthapadmanabhan, Nga Dinh, Anwar Walid, Adriaan J. de Lind van Wijngaarden
Analysis of a probing-based cyclic sleep mechanism for passive optical networks. GLOBECOM (2013)
Kai Yang, Anwar Walid
Outage-Storage Tradeoff in Frequency Regulation for Smart Grid With Renewables. IEEE Trans. Smart Grid 4 (1) (2013)
Lingwen Gan, Anwar Walid, Steven H. Low
Energy-efficient congestion control. SIGMETRICS (2012)
Nga Dinh, Anwar Walid
Power saving protocol for 10G- EPON systems: A proposal and performance evaluations. GLOBECOM (2012)
Kai Yang, Anwar Walid
Outage-storage tradeoff in smart grid networks with renewable energy sources. ICNC (2012)
Sem C. Borst, Varun Gupta, Anwar Walid
Distributed Caching Algorithms for Content Distribution Networks. INFOCOM (2010)
Anwar Walid, Aiyou Chen
Self-adaptive dynamic bandwidth allocation for GPON. Bell Labs Tech. J. 15 (3) (2010)
Sem C. Borst, Varun Gupta, Anwar Walid
Self-organizing algorithms for cache cooperation in content distribution networks. SIGMETRICS Perform. Evaluation Rev. 37 (2) (2009)
Sem C. Borst, Varun Gupta, Anwar Walid
Self-organizing algorithms for cache cooperation in content distribution networks. Bell Labs Tech. J. 14 (3) (2009)
Sem C. Borst, Iraj Saniee, Anwar Walid
An analytical model for provisioning of emerging personalized content distribution services. International Teletraffic Congress (2009)
Sem C. Borst, Jason Collins, Iraj Saniee, Anwar Walid
A new framework for performance analysis of emerging personalized communication services. Bell Labs Tech. J. 14 (3) (2009)
Ivica Rimac, Sem C. Borst, Anwar Walid
Peer-assisted content distribution networks: performance gains and server capacity savings. Bell Labs Tech. J. 13 (3) (2008)
Andre Beck, Sem C. Borst, J. Robert Ensor, Jairo O. Esteban, Volker Hilt, Ivica Rimac, Anwar Walid
New challenges in content dissemination networks. Bell Labs Tech. J. 13 (3) (2008)
Adiseshu Hari, Volker Hilt, Markus Hofmann, Debasis Mitra, Iraj Saniee, Anwar Walid, Indra Widjaja
Intelligent media gateway selection in carrier-grade VoIP networks. Bell Labs Tech. J. 10 (4) (2006)
Steven L. Makowski, Anwar Walid, Indra Widjaja
Packet path assurance for IP networks. Bell Labs Tech. J. 11 (1) (2006)