Kamran Razavi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Inference Process

Intrusion Detection System

Complex Event Processing

Top Venues

EuroMLSys@EuroSys

Publications

Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. EuroMLSys@EuroSys (2024)
Kamran Razavi, Shayan Davari Fard, George Karlos, Vinod Nigade, Max Mühlhäuser, Lin Wang
NetNN: Neural Intrusion Detection System in Programmable Networks. CoRR (2024)
Kamran Razavi, Mehran Salmani, Max Mühlhäuser, Boris Koldehofe, Lin Wang
A Tale of Two Scales: Reconciling Horizontal and Vertical Scaling for Inference Serving Systems. CoRR (2024)
Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. CoRR (2024)
Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency. CoRR (2023)
Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. EuroMLSys@EuroSys (2023)
Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. CoRR (2023)
Kamran Razavi, Manisha Luthra, Boris Koldehofe, Max Mühlhäuser, Lin Wang
FA2: Fast, Accurate Autoscaling for Serving Deep Learning Inference with SLA Guarantees. RTAS (2022)
Kamran Razavi, George Karlos, Vinod Nigade, Max Mühlhäuser, Lin Wang
Distributed DNN serving in the network data plane. EuroP4@CoNEXT (2022)
Manisha Luthra, Sebastian Hennig, Kamran Razavi, Lin Wang, Boris Koldehofe
Operator as a Service: Stateful Serverless Complex Event Processing. IEEE BigData (2020)
Manisha Luthra, Sebastian Hennig, Kamran Razavi, Lin Wang, Boris Koldehofe
Operator as a Service: Stateful Serverless Complex Event Processing. CoRR (2020)