SURAIYA TAIRIN, Ph.D.

PUBLICATIONS

Full publication list: Google Scholar ↗

Preprints

[P1]   Suraiya Tairin, Shohaib Mahmud, Haiying Shen, and Anand Iyer. eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference. arXiv preprint arXiv:2503.06823, 2025. Preprint ↗

Conference Papers

[C1]   Suraiya Tairin, Haiying Shen, and Anand Iyer. Towards Efficient Straggler Management in Distributed Deep Learning Training. 45th IEEE International Conference on Distributed Computing Systems (ICDCS), 2025.

[C2]   Suraiya Tairin, Zeyu Zhang, and Haiying Shen. Revisiting the Straggling Problem in GPU-based Distributed Deep Learning Training. 34th IEEE International Conference on Computer Communications and Networks (ICCCN), 2025.

[C3]   Suraiya Tairin, Haiying Shen, and Anand Iyer. Proactive, Accuracy-aware Straggler Mitigation in Machine Learning Clusters. 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2024.

[C4]   Suraiya Tairin, Haiying Shen, and Zeyu Zhang. Embracing Uncertainty for Equity in Resource Allocation in ML Training. 52nd ACM International Conference on Parallel Processing (ICPP), 2023.

[C5]   Sourajit Saha, Md Saiful Islam, Md Asif Bin Khaled, and Suraiya Tairin. An efficient traffic sign recognition approach using a novel deep neural network selection architecture. Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS, Springer Singapore, 2019.

[C6]   Mayisha Alam, Novia Nurain, Suraiya Tairin, Mahmuda Naznin, and ABM Alim Al Islam. Conjugate congestion control based transport layer protocol for molecular communication in body area nanonetworks (BANs). 5th IEEE International Conference on Networking, Systems and Security (NSysS), 2018.

[C7]   Sikder Tahsin Al-Amin, Suraiya Tairin, Sharmin Afrose, Walid Mohammad, and Mahmuda Naznin. Semantic Clustering in Credible Human Sensed Event Detection. 14th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS), 2018.

[C8]   Suraiya Tairin and ABM Alim Al Islam. Propagation loss aware routing in wireless nanosensor networks having directional nano-antennas. IEEE 42nd Conference on Local Computer Networks (LCN), 2017.

[C9]   Suraiya Tairin, Novia Nurain, and ABM Alim Al Islam. Network-level performance enhancement in wireless nanosensor networks through multi-layer modifications. IEEE International Conference on Networking, Systems and Security (NSysS), 2017.

[C10]   Mayisha Alam, Novia Nurain, Suraiya Tairin, and ABM Alim Al Islam. Energy-efficient transport layer protocol for hybrid communication in body area nanonetworks. IEEE Region 10 Humanitarian Technology Conference (R10-HTC), 2017.

[C11]   Marjan Ferdousi, Suraiya Tairin, Satyajit Podder, ABM Alim Al Islam, and Mahmuda Naznin. Finding Hierarchical Network Model in Insulin Production Process. IEEE 19th International Conference on High Performance Computing and Communications Workshops (HPCCWS), 2017.

[C12]   Shaheena Sultana, Md Saidur Rahman, Arpita Roy, and Suraiya Tairin. Bar 1-visibility drawings of 1-planar graphs. International Conference on Applied Algorithms (ICAA), Springer International Publishing, 2014.

Journal Articles

[J1]   Novia Nurain, Suraiya Tairin, Taslim Arefin Khan, Shahad Ishraq, and ABM Alim Al Islam. Power attack: An imminent security threat in real-time system for detecting missing rail blocks in developing countries. Computers & Security, Elsevier, 2019.

[J2]   Tusher Chakraborty, Novia Nurain, Suraiya Tairin, Taslim Arefin Khan, Jannatun Noor, Md Rezwanul Islam, and ABM Alim Al Islam. A new network paradigm for low-cost and lightweight real-time communication between train and rail track to detect missing and faulty rail blocks. Journal of Network and Computer Applications, Elsevier, 2019.

[J3]   Novia Nurain, Bashir M. Sabquat Bahar Talukder, Tanzila Choudhury, Suraiya Tairin, Marjan Ferdousi, Mahmuda Naznin, and ABM Alim Al Islam. Exploring network-level performances of wireless nanonetworks utilizing gains of different types of nano-antennas with different materials. Wireless Networks, Springer, 2019.

Book Chapter

[B1]   Taslim Arefin Khan, Suraiya Tairin, Mahmuda Naznin, Md Zakirul Alam Bhuyian, and ABM Alim Al Islam. Advanced Communications in Cyber-Physical Systems. Book chapter in Big Data Analytics for Cyber-Physical Systems, Springer, 2020.