Hana Khamfroush

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 51

Top Topics

Feature Engineering

Top Venues

Publications

Afsaneh Mahanipour, Hana Khamfroush
FMLFS: A federated multi-label feature selection based on information theory in IoT environment. CoRR (2024)
Nathaniel Hudson, Hana Khamfroush, Matt Baughman, Daniel E. Lucani, Kyle Chard, Ian T. Foster
QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing. Future Gener. Comput. Syst. 157 (2024)
Afsaneh Mahanipour, Hana Khamfroush
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems. CoRR (2024)
Hana Khamfroush
Resource-aware Federated Data Analytics in Edge-Enabled IoT Systems. AAAI Spring Symposia (2024)
Afsaneh Mahanipour, Hana Khamfroush
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems. DCOSS-IoT (2024)
Pratham Oza, Nathaniel Hudson, Thidapat Chantem, Hana Khamfroush
Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data. ACM Trans. Embed. Comput. Syst. 23 (1) (2024)
Afsaneh Mahanipour, Hana Khamfroush
FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment. SMARTCOMP (2024)
Afsaneh Mahanipour, Hana Khamfroush
Wrapper-Based Federated Feature Selection for IoT Environments. ICNC (2023)
Sadoon Azizi, Majeed Othman, Hana Khamfroush
DECO: A Deadline-Aware and Energy-Efficient Algorithm for Task Offloading in Mobile Edge Computing. IEEE Syst. J. 17 (1) (2023)
Mohammad Moed Ebrahimi, Keyhan Khamforoosh, MohammadReza Amini, Amir Sheikhahmadi, Hana Khamfroush
Adaptive-Persistent Nonorthogonal Random Access Scheme for URLL Massive IoT Networks. IEEE Syst. J. 17 (1) (2023)
Afsaneh Mahanipour, Hana Khamfroush
Multimodal Multiple Federated Feature Construction Method for IoT Environments. GLOBECOM (2023)
Afsaneh Mahanipour, Hana Khamfroush
Multimodal Multiple Federated Feature Construction Method for IoT Environments. CoRR (2023)
Farough Ashkouti, Keyhan Khamforoosh, Amir Sheikhahmadi, Hana Khamfroush
DHkmeans-ℓdiversity: distributed hierarchical K-means for satisfaction of the ℓ-diversity privacy model using Apache Spark. J. Supercomput. 78 (2) (2022)
Nathaniel Hudson, Pratham Oza, Hana Khamfroush, Thidapat Chantem
Smart Edge-Enabled Traffic Light Control: Improving Reward-Communication Trade-offs with Federated Reinforcement Learning. SMARTCOMP (2022)
Minoo Hosseinzadeh, Andrew Wachal, Hana Khamfroush, Daniel E. Lucani
QoS-Aware Priority-Based Task Offloading for Deep Learning Services at the Edge. CCNC (2022)
Minoo Hosseinzadeh, Nathaniel Hudson, Sam Heshmati, Hana Khamfroush
Communication-Loss Trade-Off in Federated Learning: A Distributed Client Selection Algorithm. CCNC (2022)
Minoo Hosseinzadeh, Nathaniel Hudson, Xiaobo Zhao, Hana Khamfroush, Daniel E. Lucani
Joint Compression and Offloading Decisions for Deep Learning Services in 3-Tier Edge Systems. DySPAN (2021)
Vajiheh Farhadi, Fidan Mehmeti, Ting He, Thomas F. La Porta, Hana Khamfroush, Shiqiang Wang, Kevin S. Chan, Konstantinos Poularakis
Service Placement and Request Scheduling for Data-Intensive Applications in Edge Clouds. IEEE/ACM Trans. Netw. 29 (2) (2021)
Nathaniel Hudson, Hana Khamfroush, Daniel E. Lucani
QoS-Aware Placement of Deep Learning Services on the Edge with Multiple Service Implementations. ICCCN (2021)
Nathaniel Hudson, Md. Jakir Hossain, Minoo Hosseinzadeh, Hana Khamfroush, Mahshid Rahnamay-Naeini, Nasir Ghani
A Framework for Edge Intelligent Smart Distribution Grids via Federated Learning. ICCCN (2021)
Minoo Hosseinzadeh, Andrew Wachal, Hana Khamfroush, Daniel E. Lucani
Optimal Accuracy-Time Trade-off for Deep Learning Services in Edge Computing Systems. ICC (2021)
Nathaniel Hudson, Hana Khamfroush, Daniel E. Lucani
QoS-Aware Placement of Deep Learning Services on the Edge with Multiple Service Implementations. CoRR (2021)
Nathaniel Hudson, Hana Khamfroush
Behavioral Information Diffusion for Opinion Maximization in Online Social Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Noor Felemban, Fidan Mehmeti, Hana Khamfroush, Zongqing Lu, Swati Rallapalli, Kevin S. Chan, Thomas La Porta
PicSys: Energy-Efficient Fast Image Search on Distributed Mobile Networks. IEEE Trans. Mob. Comput. 20 (4) (2021)
Adetola Adeniran, Md. Abul Hasnat, Minoo Hosseinzadeh, Hana Khamfroush, Mahshid Rahnamay-Naeini
Edge Layer Design and Optimization for Smart Grids. SmartGridComm (2020)
Matthew Turner, Hana Khamfroush
Meeting Users' QoS in a Edge-to-Cloud Platform via Optimally Placing Services and Scheduling Tasks. ICNC (2020)
Emory Hufbauer, Nathaniel Hudson, Hana Khamfroush
A Proximity-Based Generative Model for Online Social Network Topologies. ICNC (2020)
Minoo Hosseinzadeh, Andrew Wachal, Hana Khamfroush, Daniel E. Lucani
Optimal Accuracy-Time Trade-off for Deep Learning Services in Edge Computing Systems. CoRR (2020)
Emory Hufbauer, Hana Khamfroush
Automatic Query Optimization for Retrieving Traffic Tweets. CoRR (2020)
Nathaniel Hudson, Hana Khamfroush, Brent Harrison, Adam Craig
Smart Advertisement for Maximal Clicks in Online Social Networks Without User Data. SMARTCOMP (2020)
Xiaobo Zhao, Minoo Hosseinzadeh, Nathaniel Hudson, Hana Khamfroush, Daniel E. Lucani
Improving the Accuracy-Latency Trade-off of Edge-Cloud Computation Offloading for Deep Learning Services. GLOBECOM (Workshops) (2020)
Novella Bartolini, Ting He, Viviana Arrigoni, Annalisa Massini, Federico Trombetti, Hana Khamfroush
On Fundamental Bounds on Failure Identifiability by Boolean Network Tomography. IEEE/ACM Trans. Netw. 28 (2) (2020)
Upama Nakarmi, Mahshid Rahnamay-Naeini, Hana Khamfroush
Critical Component Analysis in Cascading Failures for Power Grids Using Community Structures in Interaction Graphs. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Novella Bartolini, Ting He, Viviana Arrigoni, Annalisa Massini, Hana Khamfroush
On Fundamental Bounds of Failure Identifiability by Boolean Network Tomography. CoRR (2019)
Nathaniel Hudson, Matthew Turner, Asare Nkansah, Hana Khamfroush
On the Effectiveness of Standard Centrality Metrics for Interdependent Networks. ICNC (2019)
Hana Khamfroush, Nathaniel Hudson, Samuel Lofumbwa Iloo, Mahshid Rahnamay-Naeini
Influence spread in two-layer interdependent networks: designed single-layer or random two-layer initial spreaders? Appl. Netw. Sci. 4 (1) (2019)
Matthew Turner, Hana Khamfroush
Meeting QoS of Users in a Edge to Cloud Platform via Optimally Placing Services and Scheduling Tasks. CoRR (2019)
Vajiheh Farhadi, Fidan Mehmeti, Ting He, Tom La Porta, Hana Khamfroush, Shiqiang Wang, Kevin S. Chan
Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds. INFOCOM (2019)
Diman Zad Tootaghaj, Novella Bartolini, Hana Khamfroush, Ting He, Nilanjan Ray Chaudhuri, Thomas La Porta
Mitigation and Recovery From Cascading Failures in Interdependent Networks Under Uncertainty. IEEE Trans. Control. Netw. Syst. 6 (2) (2019)
Nathaniel Hudson, Hana Khamfroush, Brent Harrison, Adam Craig
Click Maximization in Online Social Networks Using Optimal Choice of Targeted Interests. CoRR (2019)
Md. Abul Hasnat, Md. Jakir Hossain, Adetola Adeniran, Mahshid Rahnamay-Naeini, Hana Khamfroush
Situational Awareness Using Edge-Computing Enabled Internet of Things for Smart Grids. GLOBECOM Workshops (2019)
Diman Zad Tootaghaj, Novella Bartolini, Hana Khamfroush, Thomas La Porta
On Progressive Network Recovery From Massive Failures Under Uncertainty. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Ting He, Hana Khamfroush, Shiqiang Wang, Tom La Porta, Sebastian Stein
It's Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-Sharable Resources. ICDCS (2018)
Hana Khamfroush, Samuel Lofumbwa Iloo, Mahshid Rahnamay-Naeini
Vulnerability of Interdependent Infrastructures Under Random Attacks. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Diman Zad Tootaghaj, Hana Khamfroush, Novella Bartolini, Stefano Ciavarella, Seamus Hayes, Thomas La Porta
Network recovery from massive failures under uncertain knowledge of damages. Networking (2017)
Diman Zad Tootaghaj, Novella Bartolini, Hana Khamfroush, Thomas La Porta
Controlling Cascading Failures in Interdependent Networks under Incomplete Knowledge. SRDS (2017)
Novella Bartolini, Ting He, Hana Khamfroush
Fundamental limits of failure identifiability by boolean network tomography. INFOCOM (2017)
Stefano Ciavarella, Novella Bartolini, Hana Khamfroush, Thomas La Porta
Progressive damage assessment and network recovery after massive failures. INFOCOM (2017)
Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, Tom La Porta
Service Placement for Detecting and Localizing Failures Using End-to-End Observations. ICDCS (2016)
Peyman Pahlevani, Hana Khamfroush, Daniel E. Lucani, Morten Videbæk Pedersen, Frank H. P. Fitzek
Network coding for hop-by-hop communication enhancement in multi-hop networks. Comput. Networks 105 (2016)
Hana Khamfroush, Novella Bartolini, Thomas F. La Porta, Ananthram Swami, Justin Dillman
On Propagation of Phenomena in Interdependent Networks. IEEE Trans. Netw. Sci. Eng. 3 (4) (2016)
Hana Khamfroush, Daniel E. Lucani, Peyman Pahlevani, João Barros
On Optimal Policies for Network-Coded Cooperation: Theory and Implementation. IEEE J. Sel. Areas Commun. 33 (2) (2015)
Hana Khamfroush, Daniel Enrique Lucani, João Barros
Network coding for wireless cooperative networks: Simple rules, near-optimal delay. ICC Workshops (2014)
Hana Khamfroush, Peyman Pahlevani, Daniel Enrique Lucani, Martin Hundeboll, Frank H. P. Fitzek
On the coded packet relay network in the presence of Neighbors: Benefits of speaking in a crowded room. ICC (2014)
Hana Khamfroush, Daniel Enrique Lucani, João Barros, Peyman Pahlevani
Network-Coded Cooperation Over Time-Varying Channels. IEEE Trans. Commun. 62 (12) (2014)
Hana Khamfroush, Daniel E. Lucani, João Barros
Minimizing the completion time of a wireless cooperative network using network coding. PIMRC (2013)
Hana Khamfroush, Daniel Enrique Lucani, João Barros
GeoCode: A geographic coding-aware communication protocol. ITSC (2011)