Saeid Ghafouri

According to our database, Saeid Ghafouri authored at least 19 papers between 2020 and 2026.

Collaborative distances:

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

2026

Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices.

Saeid Ghafouri, Mohsen Fayyaz, Xiangchen Li, Deepu John, Bo Ji, Dimitrios S. Nikolopoulos, Hans Vandierendonck

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

ConfigSpec: Profiling-Based Configuration Selection for Distributed Edge-Cloud Speculative LLM Serving.

Xiangchen Li, Saeid Ghafouri, Jiakun Fan, Babar Ali, Hans Vandierendonck, Dimitrios S. Nikolopoulos

Proceedings of the 4th International Workshop on Testing Distributed Internet of Things Systems, 2026

WISP: Waste- and Interference-Suppressed Distributed Speculative LLM Serving at the Edge via Dynamic Drafting and SLO-Aware Batching.

Xiangchen Li, Jiakun Fan, Qingyuan Wang, Dimitrios Spatharakis, Saeid Ghafouri, Hans Vandierendonck, Deepu John, Bo Ji, Ali Raza Butt, Dimitrios S. Nikolopoulos

Proceedings of the Abstracts of the 2026 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2026

2025

QPART: Adaptive Model Quantization and Dynamic Workload Balancing for Accuracy-aware Edge Inference.

Xiangchen Li, Saeid Ghafouri, Bo Ji, Hans Vandierendonck, Deepu John, Dimitrios S. Nikolopoulos

CoRR, June, 2025

IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency.

Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi

Proceedings of the Companion of the 16th ACM/SPEC International Conference on Performance Engineering, 2025

SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving.

Xiangchen Li, Dimitrios Spatharakis, Saeid Ghafouri, Jiakun Fan, Hans Vandierendonck, Deepu John, Bo Ji, Dimitrios S. Nikolopoulos

Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, 2025

Optimizing Video Analytics Inference Pipelines: A Case Study.

Saeid Ghafouri, Yuming Ding, Katerine Díaz-Chito, Jesús Martínez del Rincón, Niamh O'Connell, Hans Vandierendonck

Proceedings of the IEEE/ACM 12th International Conference on Big Data Computing, 2025

2024

Opinion Leader Detection in Online Social Networks Based on Output and Input Links.

Zahra Ghorbani, Saeid Ghafouri, Seyed Hossein Khasteh

Wirel. Pers. Commun., September, 2024

Influence maximization (IM) in complex networks with limited visibility using statistical methods.

Saeid Ghafouri, Seyed Hossein Khasteh, Seyed Omid Azarkasb

J. Supercomput., March, 2024

HEET: A Performance Measure to Quantify Heterogeneity in Distributed Computing Systems.

Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.

Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023

HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems.

Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi

CoRR, 2023

Smart-Kube: Energy-Aware and Fair Kubernetes Job Scheduler Using Deep Reinforcement Learning.

Saeid Ghafouri, Sina Abdipoor, Joseph Doyle

Proceedings of the 8th IEEE International Conference on Smart Cloud, 2023

Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems.

Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

2022

Recommender System for Optimal Distributed Deep Learning in Cloud Datacenters.

Muhammad Hassaan Anwar, Saeid Ghafouri, Sukhpal Singh Gill, Joseph Doyle

Wirel. Pers. Commun., 2022

Mobile-Kube: Mobility-aware and Energy-efficient Service Orchestration on Kubernetes Edge Servers.

Saeid Ghafouri, Alireza Karami, Danial Bidekani Bakhtiarvand, Ali Akbar Saleh-Bigdeli, Sukhpal Singh Gill, Joseph Doyle

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

2020

Automatic ICA detection in online social networks with PageRank.

Maryam Zare, Seyed Hossein Khasteh, Saeid Ghafouri

Peer-to-Peer Netw. Appl., 2020

A survey on exponential random graph models: an application perspective.

Saeid Ghafouri, Seyed Hossein Khasteh

PeerJ Comput. Sci., 2020

Consolidation of Services in Mobile Edge Clouds using a Learning-based Framework.

Saeid Ghafouri, Ali Akbar Saleh-Bigdeli, Joseph Doyle

Proceedings of the 2020 IEEE World Congress on Services, 2020