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- research-articleApril 2024
RED-SP-CoDel: Random early detection with static priority scheduling and controlled delay AQM in programmable data planes
- Osel Lhamo,
- Mingyu Ma,
- Tung V. Doan,
- Tobias Scheinert,
- Giang T. Nguyen,
- Martin Reisslein,
- Frank H.P. Fitzek
Computer Communications (COMS), Volume 214, Issue CPages 149–166https://doi.org/10.1016/j.comcom.2023.11.026AbstractEmerging network application paradigms, such as the Tactile Internet, re-emphasize the need for different Quality of Service (QoS) levels. Due to the large packet buffers in the underlying network data plane, Active Queue Management (AQM) is ...
- research-articleOctober 2023
TSN-FlexTest: Flexible TSN Measurement Testbed
- Marian Ulbricht,
- Stefan Senk,
- Hosein K. Nazari,
- How-Hang Liu,
- Martin Reisslein,
- Giang T. Nguyen,
- Frank H. P. Fitzek
IEEE Transactions on Network and Service Management (ITNSM), Volume 21, Issue 2Pages 1387–1402https://doi.org/10.1109/TNSM.2023.3327108In order to provide consistent low-latency communication network services, Time-Sensitive Networking (TSN) unites a set of standards for time-synchronization, flow control, enhanced reliability, and management. We design the TSN-FlexTest testbed with ...
- research-articleSeptember 2023
B-AWARE: Blockage Aware RSU Scheduling for 5G Enabled Autonomous Vehicles
ACM Transactions on Embedded Computing Systems (TECS), Volume 22, Issue 5sArticle No.: 154, Pages 1–23https://doi.org/10.1145/36091335G Millimeter Wave (mmWave) technology holds great promise for Connected Autonomous Vehicles (CAVs) due to its ability to achieve data rates in the Gbps range. However, mmWave suffers from a high beamforming overhead and requirement of line of sight (LOS) ...
- research-articleAugust 2023
Multi-Timescale Actor-Critic Learning for Computing Resource Management With Semi-Markov Renewal Process Mobility
IEEE Transactions on Intelligent Transportation Systems (ITS-TRANSACTIONS), Volume 25, Issue 1Pages 452–461https://doi.org/10.1109/TITS.2023.3303953This paper studies artificial intelligence (AI) aided communication and computing resource allocation in a vehicular network that supports blockchain-enabled video streaming. Our study aims to improve the operating efficiency and to maximize the ...
- research-articleAugust 2023
Beyond the Bound: A New Performance Perspective for Identification via Channels
IEEE Journal on Selected Areas in Communications (JSAC), Volume 41, Issue 8Pages 2687–2706https://doi.org/10.1109/JSAC.2023.3288239Identification via channels (ID) is a goal-oriented (Post-Shannon) communications paradigm that verifies the matching of message (identity) pairs at source and sink. To date, ID research has focused on the upper bound <inline-formula> <tex-math notation="...
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- research-articleJune 2023
Fed-TSN: Joint Failure Probability-Based Federated Learning for Fault-Tolerant Time-Sensitive Networks
IEEE Transactions on Network and Service Management (ITNSM), Volume 20, Issue 2Pages 1470–1486https://doi.org/10.1109/TNSM.2023.3273396Industrial Internet of Things (IIoT) applications have diverse network session requirements. Certain critical applications, such as emergency alert relays, as well as industrial floor evacuation and surveillance systems, require fresh updates that can ...
- research-articleMarch 2023
SAP: Subchain-Aware NFV Service Placement in Mobile Edge Cloud
IEEE Transactions on Network and Service Management (ITNSM), Volume 20, Issue 1Pages 319–341https://doi.org/10.1109/TNSM.2022.3201388Existing Network Function Virtualization (NFV) service placements that reuse already deployed network functions either reuse an entire Service Function Chain (SFC) or only individual network functions while ignoring the chain configuration cost for ...
- research-articleSeptember 2022
VeNet: Hybrid Stacked Autoencoder Learning for Cooperative Edge Intelligence in IoV
IEEE Transactions on Intelligent Transportation Systems (ITS-TRANSACTIONS), Volume 23, Issue 9Pages 16643–16653https://doi.org/10.1109/TITS.2022.3170372Emerging applications of the Internet of Vehicles (IoV) require the wireless transmission of growing amounts of data, e.g., vehicle location and sensor data, over unreliable and increasingly congested wireless links between the mobile vehicles and the ...
- research-articleJune 2022
X-MAN: A Non-Intrusive Power Manager for Energy-Adaptive Cloud-Native Network Functions
IEEE Transactions on Network and Service Management (ITNSM), Volume 19, Issue 2Pages 1017–1035https://doi.org/10.1109/TNSM.2021.3126822Emerging microservices demand flexible low-latency processing of network functions in virtualized environments, e.g., as containerized network functions (CNFs). While ensuring highly responsive low-latency CNF processing, the computing environments should ...
- research-articleMarch 2022
Federated Edge Network Utility Maximization for a Multi-Server System: Algorithm and Convergence
IEEE/ACM Transactions on Networking (TON), Volume 30, Issue 5Pages 2002–2017https://doi.org/10.1109/TNET.2022.3156530We propose a novel Federated Edge Network Utility Maximization (FEdg-NUM) architecture for solving a large-scale distributed network utility maximization (NUM) problem. In FEdg-NUM, clients with private utilities communicate to a peer-to-peer network of ...
- research-articleSeptember 2021
Intelligent Resource Management at the Edge for Ubiquitous IoT: An SDN-Based Federated Learning Approach
IEEE Network: The Magazine of Global Internetworking (IEEENETW), Volume 35, Issue 5Pages 114–121https://doi.org/10.1109/MNET.011.2100121The ubiquitous nature of Internet of Things (IoT) devices has posited many challenges that need innovative solutions in the 5G era. Software defined networks (SDNs) are becoming indispensable in managing several aspects of next-generation IoT networking ...
- research-articleOctober 2020
Multi-Layer Decomposition of Network Utility Maximization Problems
IEEE/ACM Transactions on Networking (TON), Volume 28, Issue 5Pages 2077–2091https://doi.org/10.1109/TNET.2020.3003925We describe a distributed framework for resource sharing problems that arise in communications, micro-economics, and various networking applications. In particular, we consider a hierarchical multi-layer decomposition for network utility maximization (ML-...
- research-articleApril 2020
Reinforcing Cloud Environments via Index Policy for Bursty Workloads
- Venkatraman Balasubramanian,
- Moayad Aloqaily,
- Olufogorehan Tunde-Onadele,
- Zhengyu Yang,
- Martin Reisslein
NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management SymposiumPages 1–7https://doi.org/10.1109/NOMS47738.2020.9110417In recent years, the amounts of network traffic targeted towards cloud data centers have fluctuated based on user requests. This traffic is bursty and requires a high degree of attention. Due to the variable nature of this traffic, some requests need to ...
- research-articleJanuary 2020
Lifting-Based Fractional Wavelet Filter: Energy-Efficient DWT Architecture for Low-Cost Wearable Sensors
This paper proposes and evaluates the LFrWF, a novel lifting-based architecture to compute the discrete wavelet transform (DWT) of images using the fractional wavelet filter (FrWF). In order to reduce the memory requirement of the proposed architecture, ...
- research-articleJanuary 2020
Large-Scale Video Retrieval via Deep Local Convolutional Features
In this paper, we study the challenge of image-to-video retrieval, which uses the query image to search relevant frames from a large collection of videos. A novel framework based on convolutional neural networks (CNNs) is proposed to perform large-scale ...
- research-articleJanuary 2020
Grass Leaf Identification Using dbN Wavelet and CILBP
Grass is one of the most important resources in the ecosystem for the sustainable development of human beings. However, the studies focusing on grass identification, which were traditionally implemented by experts with low efficiency and precision,...
- research-articleJanuary 2020
Pyramidal Part-Based Model for Partial Occlusion Handling in Pedestrian Classification
Pedestrian detection and classification are of increased interest in the intelligent transportation system (ITS), and among the challenging issues, we can find limitations of tiny and occluded appearances, large variation of human pose, cluttered ...
- research-articleDecember 2019
Remote Robot Control with Human-in-the-Loop over Long Distances Using Digital Twins
2019 IEEE Global Communications Conference (GLOBECOM)Pages 1–6https://doi.org/10.1109/GLOBECOM38437.2019.9013428The sharing of skills over the Internet enables professionals to democratize their expertise and skills without exhausting their availability, e.g., through excessive traveling. To enable this Internet of Skills, we present a novel Digital Twin (DT) ...
- editorialJuly 2019
Transport SDN at the dawn of the 5G era
Optical Switching and Networking (OSAN), Volume 33, Issue CPages 34–40https://doi.org/10.1016/j.osn.2019.02.001AbstractThis editorial introduces the topic area of this special issue, namely the area of Software Defined Networking (SDN) controlled optical transport networks, i.e., so-called transport SDN (T-SDN) networks, that support emerging fifth ...