Saeid Ghafouri

26 papers B 1C 1Misc 3Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
ConfigSpec: Profiling-Based Configuration Selection for Distributed Edge-Cloud Speculative LLM Serving.
TDIS
Xiangchen Li, Saeid Ghafouri, Jiakun Fan, Babar Ali, Hans Vandierendonck, Dimitrios S. Nikolopoulos
2026 J jnl
WISP: Waste- and Interference-Suppressed Distributed Speculative LLM Serving at the Edge via Dynamic Drafting and SLO-Aware Batching.
CoRR
Xiangchen Li, Jiakun Fan, Qingyuan Wang, Dimitrios Spatharakis, Saeid Ghafouri, Hans Vandierendonck, Deepu John, Bo Ji, Ali Raza Butt, Dimitrios S. Nikolopoulos
2025 — conf
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency.
ICPE (Companion)
Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
2025 C conf
Optimizing Video Analytics Inference Pipelines: A Case Study.
BDCAT
Saeid Ghafouri, Yuming Ding, Katerine Díaz-Chito, Jesús Martínez del Rincón, Niamh O'Connell, Hans Vandierendonck
2025 J jnl
Optimizing video analytics inference pipelines: a case study.
CoRR
Saeid Ghafouri, Yuming Ding, Katerine Díaz-Chito, Jesús Martínez del Rincón, Niamh O'Connell, Hans Vandierendonck
2025 J jnl
Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices.
CoRR
Saeid Ghafouri, Mohsen Fayyaz, Xiangchen Li, Deepu John, Bo Ji, Dimitrios S. Nikolopoulos, Hans Vandierendonck
2025 J jnl
QPART: Adaptive Model Quantization and Dynamic Workload Balancing for Accuracy-aware Edge Inference.
CoRR
Xiangchen Li, Saeid Ghafouri, Bo Ji, Hans Vandierendonck, Deepu John, Dimitrios S. Nikolopoulos
2025 Misc conf
SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving.
SEC
Xiangchen Li, Dimitrios Spatharakis, Saeid Ghafouri, Jiakun Fan, Hans Vandierendonck, Deepu John, Bo Ji, Dimitrios S. Nikolopoulos
2025 J jnl
SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving.
CoRR
Xiangchen Li, Dimitrios Spatharakis, Saeid Ghafouri, Jiakun Fan, Hans Vandierendonck, Deepu John, Bo Ji, Dimitrios S. Nikolopoulos
2024 Misc conf
HEET: A Performance Measure to Quantify Heterogeneity in Distributed Computing Systems.
UCC
Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi
2024 J jnl
Influence maximization (IM) in complex networks with limited visibility using statistical methods.
J. Supercomput.
Saeid Ghafouri, Seyed Hossein Khasteh, Seyed Omid Azarkasb
2024 J jnl
Opinion Leader Detection in Online Social Networks Based on Output and Input Links.
Wirel. Pers. Commun.
Zahra Ghorbani, Saeid Ghafouri, Seyed Hossein Khasteh
2024 — conf
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.
EuroMLSys@EuroSys
Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
2024 J jnl
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.
CoRR
Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
2023 J jnl
HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems.
CoRR
Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi
2023 J jnl
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency.
CoRR
Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
2023 — conf
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems.
EuroMLSys@EuroSys
Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
2023 J jnl
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems.
CoRR
Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
2023 — conf
Smart-Kube: Energy-Aware and Fair Kubernetes Job Scheduler Using Deep Reinforcement Learning.
SmartCloud
Saeid Ghafouri, Sina Abdipoor, Joseph Doyle
2022 J jnl
Influence Maximization (IM) in Complex Networks with Limited Visibility Using Statistical Methods.
CoRR
Saeid Ghafouri, Seyed Hossein Khasteh, Seyed Omid Azarkasb
2022 Misc conf
Mobile-Kube: Mobility-aware and Energy-efficient Service Orchestration on Kubernetes Edge Servers.
UCC
Saeid Ghafouri, Alireza Karami, Danial Bidekani Bakhtiarvand, Ali Akbar Saleh-Bigdeli, Sukhpal Singh Gill, Joseph Doyle
2022 J jnl
Opinion Leader Detection in Online Social Networks Based on Output and Input Links.
CoRR
Zahra Ghorbani, Seyed Hossein Khasteh, Saeid Ghafouri
2022 J jnl
Recommender System for Optimal Distributed Deep Learning in Cloud Datacenters.
Wirel. Pers. Commun.
Muhammad Hassaan Anwar, Saeid Ghafouri, Sukhpal Singh Gill, Joseph Doyle
2020 J jnl
A survey on exponential random graph models: an application perspective.
PeerJ Comput. Sci.
Saeid Ghafouri, Seyed Hossein Khasteh
2020 J jnl
Automatic ICA detection in online social networks with PageRank.
Peer-to-Peer Netw. Appl.
Maryam Zare, Seyed Hossein Khasteh, Saeid Ghafouri
2020 B conf
Consolidation of Services in Mobile Edge Clouds using a Learning-based Framework.
SERVICES
Saeid Ghafouri, Ali Akbar Saleh-Bigdeli, Joseph Doyle