Publications

2025

1. Arxiv

   

   MEL: Multi-level Ensemble Learning for Resource-Constrained Environments

   Krishna Praneet Gudipaty, Walid A. Hanafy, Kaan Ozkara, and 4 more authors

   2025

   Bib

   

   @misc{Gudipaty2025:MEL,
     title = {{MEL: Multi-level Ensemble Learning for Resource-Constrained Environments}},
     author = {Gudipaty, Krishna Praneet and Hanafy, Walid A. and Ozkara, Kaan and Liang, Qianlin and Milzman, Jesse and Shenoy, Prashant and Diggavi, Suhas},
     year = {2025},
     eprint = {2506.20094},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2506.20094},
   }

2. Arxiv

   CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters

   Walid A. Hanafy, Li Wu, David Irwin, and 1 more author

   2025

   Bib

   

   @misc{Hanafy2025:CarbonFlex,
     title = {{CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters}},
     author = {Hanafy, Walid A. and Wu, Li and Irwin, David and Shenoy, Prashant},
     year = {2025},
     eprint = {2505.18357},
     archiveprefix = {arXiv},
     primaryclass = {cs.DC},
     url = {https://arxiv.org/abs/2505.18357},
   }

3. NeurIPS

   FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines

   Hetvi Shastri, Pragya Sharma, Walid A. Hanafy, and 2 more authors

   In The NeurIPS workshop on Recent Advances on Time Series Foundation Models: Have We Reached the BERT Moment? (BERT^2S), 2025

   Bib

   @inproceedings{Shastri2025:FMTK,
     title = {{FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines}},
     author = {Shastri, Hetvi and Sharma, Pragya and Hanafy, Walid A. and Srivastava, Mani and Shenoy, Prashant},
     year = {2025},
     booktitle = {The NeurIPS workshop on Recent Advances on Time Series Foundation Models: Have We Reached the BERT Moment? (BERT$^2$S)},
   }

4. SenSys

   Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments

   Hetvi Shastri, Walid A. Hanafy, Li Wu, and 3 more authors

   2025

   DOI Bib

   

   @inbook{Shastri2025:CollabIoTPoster,
     author = {Shastri, Hetvi and Hanafy, Walid A. and Wu, Li and Irwin, David and Srivastava, Mani and Shenoy, Prashant},
     title = {{Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments}},
     year = {2025},
     isbn = {9798400714795},
     doi = {10.1145/3715014.3724065},
     booktitle = {Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems},
     pages = {676–677},
     numpages = {2},
   }

5. HPDC

   

   CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing

   Li Wu, Walid A. Hanafy, Abel Souza, and 5 more authors

   In Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing (HPDC ’25), 2025

   DOI Bib

   

   @inproceedings{Wu2025:CarbonEdge,
     title = {{CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing}},
     author = {Wu, Li and Hanafy, Walid A. and Souza, Abel and Nguyen, Khai and Harkes, Jan and Irwin, David and Satyanarayanan, Mahadev and Shenoy, Prashant},
     booktitle = {Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing (HPDC '25)},
     year = {2025},
     doi = {10.1145/3731545.3731576},
   }

6. JCSS

   GreenThrift: Optimizing Carbon and Cost for Flexible Residential Loads

   Phuthipong Bovornkeeratiroj, Walid A. Hanafy, David Irwin, and 1 more author

   ACM Journal on Computing and Sustainable Societies, Mar 2025

   Presented in COMPASS 2025

   DOI

   
7. SoCC

   

   FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments

   Li Wu, Walid A. Hanafy, Tarek Abdelzaher, and 3 more authors

   In Proceedings of the 2025 ACM Symposium on Cloud Computing, Mar 2025

   Bib

   

   @inproceedings{Wu2025:FailLite,
     title = {{FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments}},
     author = {Wu, Li and Hanafy, Walid A. and Abdelzaher, Tarek and Irwin, David and Milzman, Jesse and Shenoy, Prashant},
     year = {2025},
     eprint = {2504.15856},
     archiveprefix = {arXiv},
     primaryclass = {cs.DC},
     url = {https://arxiv.org/abs/2504.15856},
     booktitle = {Proceedings of the 2025 ACM Symposium on Cloud Computing},
     series = {SoCC'25},
   }

8. SEC

   LLM-Driven Auto Configuration for Transient IoT Device Collaboration

   Hetvi Shastri, Walid A. Hanafy, Li Wu, and 3 more authors

   In Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing (SEC), Mar 2025

   Bib

   

   @inproceedings{Shastri2025:LLM-Driven,
     title = {{LLM-Driven Auto Configuration for Transient IoT Device Collaboration}},
     author = {Shastri, Hetvi and Hanafy, Walid A. and Wu, Li and Irwin, David and Srivastava, Mani and Shenoy, Prashant},
     year = {2025},
     booktitle = {Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing (SEC)},
   }

9. HotCarbon

   Data Centers Carbon Emissions at Crossroads: An Empirical Study

   Diptyaroop Maji, Walid A. Hanafy, Li Wu, and 3 more authors

   ACM SIGEnergy Energy Informatics Review, Mar 2025

   Presented in HotCarbon’25

   DOI Bib

   

   @article{Maji2025:CarbonEmissions,
     author = {Maji, Diptyaroop and Hanafy, Walid A. and Wu, Li and Irwin, David and Shenoy, Prashant and Sitaraman, Ramesh K.},
     title = {{Data Centers Carbon Emissions at Crossroads: An Empirical Study}},
     year = {2025},
     volume = {5},
     number = {2},
     url = {https://doi.org/10.1145/3757892.3757899},
     doi = {10.1145/3757892.3757899},
     journal = {ACM SIGEnergy Energy Informatics Review},
     pages = {48–55},
     numpages = {8},
     note = {Presented in HotCarbon'25},
   }

10. IEEE Internet Computing

    A Vision for Computational Decarbonization of Societal Infrastructure

    David Irwin, Prashant Shenoy, Mohammad Hajiesmaili, and 14 more authors

    IEEE Internet Computing, Mar 2025

    DOI Bib

    

    @article{Irwin2025:CoDecVision,
      author = {Irwin, David and Shenoy, Prashant and Hajiesmaili, Mohammad and Hanafy, Walid A. and Oke, Jimi and Sitaraman, Ramesh and Agarwal, Yuvraj and Gordon, Geoff and Kolter, Zico and Rajagopal, Deepak and Srivastava, Mani and Sze, Vivienne and Donti, Priya and Chien, Andrew and Birge, John and Hortacsu, Ali and Roald, Line},
      journal = {IEEE Internet Computing},
      title = {{A Vision for Computational Decarbonization of Societal Infrastructure}},
      year = {2025},
      volume = {},
      number = {},
      pages = {1-7},
      keywords = {Carbon dioxide;Low carbon economy;Energy efficiency;Artificial intelligence;Optimization;Codecs;Transportation;Carbon;Costs;Training},
      doi = {10.1109/MIC.2025.3575016},
    }

2024

1. MILCOM

   Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing

   Li Wu, Walid A. Hanafy, Abel Souza, and 3 more authors

   In MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM), Mar 2024

   DOI Bib

   

   @inproceedings{Wu2024:ResilientMLPipelines,
     author = {Wu, Li and Hanafy, Walid A. and Souza, Abel and Abdelzaher, Tarek and Verma, Gunjan and Shenoy, Prashant},
     booktitle = {MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM)},
     title = {{Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing}},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/MILCOM61039.2024.10773652},
   }

2. MIT URTC

   Home Decarbonizer: Greening Household Energy Consumption Using Temporal Shifting

   Mihir Shenoy and Walid A. Hanafy

   In 2024 IEEE MIT Undergraduate Research Technology Conference (URTC), Mar 2024

   DOI Bib

   

   @inproceedings{Shenoy2024:HomeDecarbonizer,
     author = {Shenoy, Mihir and Hanafy, Walid A.},
     booktitle = {2024 IEEE MIT Undergraduate Research Technology Conference (URTC)},
     title = {{Home Decarbonizer: Greening Household Energy Consumption Using Temporal Shifting}},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-5},
     keywords = {Scheduling algorithms;Electricity;Time series analysis;Carbon dioxide;Optimal scheduling;Smart homes;Predictive models;Sustainable development;Carbon footprint;Load modeling;Sustainability;Smart Homes;Temporal Shifting},
     doi = {10.1109/URTC65039.2024.10937611},
   }

3. ASPLOS

   

   Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions

   Walid A. Hanafy, Qianlin Liang, Noman Bashir, and 3 more authors

   In Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, La Jolla, CA, USA, Mar 2024

   DOI Bib

   

   @inproceedings{hanafy2024gaia,
     author = {Hanafy, Walid A. and Liang, Qianlin and Bashir, Noman and Souza, Abel and Irwin, David and Shenoy, Prashant},
     title = {{Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions}},
     year = {2024},
     isbn = {9798400703867},
     url = {https://doi.org/10.1145/3620666.3651374},
     doi = {10.1145/3620666.3651374},
     booktitle = {Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3},
     pages = {479–496},
     numpages = {18},
     keywords = {sustainable computing, cloud computing},
     location = {La Jolla, CA, USA},
     series = {ASPLOS '24},
   }

4. SIGMETRICS

   

   🏆 CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency

   Walid A. Hanafy, Qianlin Liang, Noman Bashir, and 2 more authors

   SIGMETRICS Performance Evaluation Review, Jun 2024

   Awarded DOI Bib

   

   Best Student Paper Award SIGMETRICS 2024

   @article{hanafy2024carbonscaler,
     author = {Hanafy, Walid A. and Liang, Qianlin and Bashir, Noman and Irwin, David and Shenoy, Prashant},
     title = {{🏆 CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency}},
     year = {2024},
     issue_date = {June 2024},
     volume = {52},
     number = {1},
     issn = {0163-5999},
     url = {https://doi.org/10.1145/3673660.3655048},
     doi = {10.1145/3673660.3655048},
     journal = {SIGMETRICS Performance Evaluation Review},
     month = jun,
     pages = {49–50},
     numpages = {2},
     keywords = {auto scaling, carbon efficiency, sustainable computing},
   }

5. HotCarbon

   The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization

   Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, and 3 more authors

   ACM SIGEnergy Energy Informatics Review, Sep 2024

   Presented in HotCarbon’23

   DOI Bib

   

   @article{Hanafy2024:WarEIR,
     author = {Hanafy, Walid A. and Bostandoost, Roozbeh and Bashir, Noman and Irwin, David and Hajiesmaili, Mohammad and Shenoy, Prashant},
     title = {{The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization}},
     year = {2024},
     issue_date = {July 2024},
     volume = {4},
     number = {3},
     url = {https://doi.org/10.1145/3698365.3698379},
     doi = {10.1145/3698365.3698379},
     journal = {ACM SIGEnergy Energy Informatics Review},
     month = sep,
     pages = {87–93},
     numpages = {7},
     note = {Presented in HotCarbon'23},
   }

6. HotCarbon

   Data-driven Algorithm Selection for Carbon-Aware Scheduling

   Roozbeh Bostandoost, Walid A. Hanafy, Adam Lechowicz, and 3 more authors

   ACM SIGEnergy Energy Informatics Review, Apr 2024

   Presented in HotCarbon’24

   DOI Bib

   

   @article{Bostandoost2024:FTL,
     author = {Bostandoost, Roozbeh and Hanafy, Walid A. and Lechowicz, Adam and Bashir, Noman and Shenoy, Prashant and Hajiesmaili, Mohammad},
     title = {Data-driven Algorithm Selection for Carbon-Aware Scheduling},
     year = {2024},
     issue_date = {December 2024},
     volume = {4},
     number = {5},
     url = {https://doi.org/10.1145/3727200.3727222},
     doi = {10.1145/3727200.3727222},
     journal = {ACM SIGEnergy Energy Informatics Review},
     month = apr,
     pages = {148–153},
     numpages = {6},
     keywords = {sustainable computing, data-driven algorithm, carbon-aware scheduling, temporal shifting},
     note = {Presented in HotCarbon'24},
   }

7. SoCC

   CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks

   Jorge Murillo, Walid A. Hanafy, David Irwin, and 2 more authors

   In Proceedings of the 2024 ACM Symposium on Cloud Computing, Redmond, WA, USA, Apr 2024

   DOI Bib

   

   @inproceedings{Murillo24:CDNShifter,
     author = {Murillo, Jorge and Hanafy, Walid A. and Irwin, David and Sitaraman, Ramesh and Shenoy, Prashant},
     title = {{CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks}},
     year = {2024},
     isbn = {9798400712869},
     doi = {10.1145/3698038.3698516},
     booktitle = {Proceedings of the 2024 ACM Symposium on Cloud Computing},
     pages = {505–521},
     numpages = {17},
     keywords = {Decarbonization, Internet-scale Content Delivery, Load shifting},
     location = {Redmond, WA, USA},
     series = {SoCC '24},
   }

8. ICCCN

   Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration

   Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, and 16 more authors

   In 2024 33rd International Conference on Computer Communications and Networks (ICCCN), Apr 2024

   DOI Bib

   

   @inproceedings{Li2024:Acies,
     author = {Li, Jinyang and Chen, Yizhuo and Kimura, Tomoyoshi and Wang, Tianshi and Wang, Ruijie and Kara, Denizhan and Hu, Yigong and Wu, Li and Hanafy, Walid A. and Souza, Abel and Shenoy, Prashant and Wigness, Maggie and Bhattacharyya, Joydeep and Kim, Jae and Wang, Guijun and Kimberly, Greg and Eckhardt, Josh and Osipychev, Denis and Abdelzaher, Tarek},
     booktitle = {2024 33rd International Conference on Computer Communications and Networks (ICCCN)},
     title = {{Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration}},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-9},
     keywords = {Accuracy;Edge AI;Robustness;Libraries;Digital twins;Noise measurement;Vehicle dynamics;Digital Twin;Digital Twin Control Plane;Content-Centric Network;Internet of Things;Cyber Physical Systems;Edge AI},
     doi = {10.1109/ICCCN61486.2024.10637580},
   }

9. e-Energy

   LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand

   Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, and 3 more authors

   In The 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy ’24), June 4–-7, 2024, Singapore, Apr 2024

   DOI Bib

   

   @inproceedings{bostandoost2024lacs,
     title = {{LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand}},
     author = {Bostandoost, Roozbeh and Lechowicz, Adam and Hanafy, Walid A. and Bashir, Noman and Shenoy, Prashant and Hajiesmaili, Mohammad},
     year = {2024},
     booktitle = {The 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '24), June 4–-7, 2024, Singapore},
     doi = {10.1145/3632775.3661942},
   }

10. INFOCOM

    INSERT: In-Network Stateful End-to-End RDMA Telemetry

    Hyunseok Chang, Walid A. Hanafy, Sarit Mukherjee, and 1 more author

    In IEEE Conference on Computer Communications, Apr 2024

    DOI Bib

    

    @inproceedings{insert24,
      author = {Chang, Hyunseok and Hanafy, Walid A. and Mukherjee, Sarit and Wang, Limin},
      title = {{INSERT: In-Network Stateful End-to-End RDMA Telemetry}},
      year = {2024},
      series = {INFOCOM'24},
      booktitle = {{IEEE} Conference on Computer Communications},
      doi = {10.1109/INFOCOM52122.2024.10621203},
    }

2023

1. MILCOM

   Failure-Resilient ML Inference at the Edge through Graceful Service Degradation

   Walid A. Hanafy, Li Wu, Tarek Abdelzaher, and 2 more authors

   In Proceedings of the 41st IEEE Military Communications Conference (MILCOM) workshop on Internet of Things for Adversarial Environments, Oct 2023

   DOI PDF

   
2. SEC

   Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads

   Qianlin Liang, Walid A. Hanafy, Noman Bashir, and 2 more authors

   In Proceedings of the 8th ACM/IEEE Symposium on Edge Computing (SEC), Dec 2023

   DOI Bib

   

   @inproceedings{sec2023-etf,
     title = {{Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads}},
     author = {Liang, Qianlin and Hanafy, Walid A. and Bashir, Noman and Irwin, David and Shenoy, Prashant},
     booktitle = {Proceedings of the 8th ACM/IEEE Symposium on Edge Computing (SEC)},
     year = {2023},
     month = dec,
     doi = {10.1145/3583740.3628435},
   }

3. IoTDI

   Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI

   Qianlin Liang, Walid A. Hanafy, Noman Bashir, and 3 more authors

   In Proceedings of IEEE/ACM Eighth International Conference on Internet-of-Things Design and Implementation (IoTDI), San Antonio, May 2023

   DOI Bib PDF

   

   @inproceedings{iotdi23-delen,
     author = {Liang, Qianlin and Hanafy, Walid A. and Bashir, Noman and Ali-Eldin, Ahmed and Irwin, David and Shenoy, Prashant},
     title = {{Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI}},
     month = may,
     year = {2023},
     booktitle = {Proceedings of IEEE/ACM Eighth International Conference on Internet-of-Things Design and Implementation (IoTDI), San Antonio},
     doi = {10.1145/3576842.3582375}
   }

4. IWQoS

   Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications

   Walid A. Hanafy, Limin Wang, Hyunseok Chang, and 3 more authors

   In 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), May 2023

   DOI Bib PDF

   

   @inproceedings{Walidiwqos2023,
     author = {Hanafy, Walid A. and Wang, Limin and Chang, Hyunseok and Mukherjee, Sarit and Lakshman, T.V. and Shenoy, Prashant},
     title = {{Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications}},
     year = {2023},
     series = {IWQoS'23},
     booktitle = {2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)},
     pages = {1-10},
     doi = {10.1109/IWQoS57198.2023.10188785},
   }

5. ASPLOS

   

   Ecovisor: A Virtual Energy System for Carbon-Efficient Applications

   Abel Souza, Noman Bashir, Jorge Murillo, and 4 more authors

   In Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Vancouver, BC, Canada, May 2023

   DOI Bib

   

   @inproceedings{ecovisor,
     author = {Souza, Abel and Bashir, Noman and Murillo, Jorge and Hanafy, Walid A. and Liang, Qianlin and Irwin, David and Shenoy, Prashant},
     title = {{Ecovisor: A Virtual Energy System for Carbon-Efficient Applications}},
     year = {2023},
     isbn = {9781450399166},
     url = {https://doi.org/10.1145/3575693.3575709},
     doi = {10.1145/3575693.3575709},
     booktitle = {Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems},
     volume = {2},
     pages = {252–265},
     numpages = {14},
     keywords = {operating systems, cloud computing, Sustainable computing},
     location = {Vancouver, BC, Canada},
     series = {ASPLOS 2023},
   }

6. TAAS

   Model-driven Cluster Resource Management for AI Workloads in Edge Clouds

   Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, and 1 more author

   ACM Transactions on Autonomous and Adaptive Systems, May 2023

   DOI Bib

   

   @article{taas23-ibis,
     author = {Liang, Qianlin and Hanafy, Walid A. and Ali-Eldin, Ahmed and Shenoy, Prashant},
     title = {{Model-driven Cluster Resource Management for AI Workloads in Edge Clouds}},
     year = {2023},
     issue_date = {March 2023},
     volume = {18},
     issue = {1},
     issn = {1556-4665},
     url = {https://doi.org/10.1145/3582080},
     doi = {10.1145/3582080},
     journal = {ACM Transactions on Autonomous and Adaptive Systems},
     pages = {1-26},
     keywords = {analytics modeling, edge computing, Cloud computing, ML inference, resource management},
   }

2021

1. WEEE

   Design Considerations for Energy-Efficient Inference on Edge Devices

   Walid A. Hanafy, Tergel Molom-Ochir, and Rohan Shenoy

   In Proceedings of International Workshop on Energy-Efficient Learning at the Edge, Virtual Event, Italy, May 2021

   DOI Bib

   

   @inproceedings{weee21,
     author = {Hanafy, Walid A. and Molom-Ochir, Tergel and Shenoy, Rohan},
     title = {{Design Considerations for Energy-Efficient Inference on Edge Devices}},
     year = {2021},
     isbn = {9781450383332},
     url = {https://doi.org/10.1145/3447555.3465326},
     doi = {10.1145/3447555.3465326},
     booktitle = {Proceedings of International Workshop on Energy-Efficient Learning at the Edge},
     pages = {302–308},
     numpages = {7},
     keywords = {Deep learning Inference, Edge Computing, Energy-efficient Deep Learning},
     location = {Virtual Event, Italy},
     series = {WEEE'21},
   }

2019

1. ICENCO

   Machine Learning Approach for Photovoltaic Panels Cleanliness Detection

   Walid A. Hanafy, Alfredo Pina, and Sameh A. Salem

   In 2019 15th International Computer Engineering Conference (ICENCO), May 2019

   DOI Bib

   

   @inproceedings{pv_clean,
     author = {Hanafy, Walid A. and Pina, Alfredo and Salem, Sameh A.},
     booktitle = {2019 15th International Computer Engineering Conference (ICENCO)},
     title = {{Machine Learning Approach for Photovoltaic Panels Cleanliness Detection}},
     year = {2019},
     volume = {},
     number = {},
     pages = {72-77},
     doi = {10.1109/ICENCO48310.2019.9027402},
   }

2. IEEE Access

   A New Infrastructure Elasticity Control Algorithm for Containerized Cloud

   Walid A. Hanafy, Amr E. Mohamed, and Sameh A. Salem

   IEEE Access, May 2019

   DOI Bib

   

   @article{ieee_access,
     author = {Hanafy, Walid A. and Mohamed, Amr E. and Salem, Sameh A.},
     journal = {IEEE Access},
     title = {{A New Infrastructure Elasticity Control Algorithm for Containerized Cloud}},
     year = {2019},
     volume = {7},
     number = {},
     pages = {39731-39741},
     doi = {10.1109/ACCESS.2019.2907171},
   }

2017

1. ICENCO

   Novel Selection Policies for Container-based Cloud Deployment Models

   Walid A. Hanafy, Amr E. Mohamed, and Sameh A. Salem

   In 2017 13th International Computer Engineering Conference (ICENCO), May 2017

   DOI Bib

   

   @inproceedings{selection_policies,
     author = {Hanafy, Walid A. and Mohamed, Amr E. and Salem, Sameh A.},
     booktitle = {{2017 13th International Computer Engineering Conference (ICENCO)}},
     title = {{Novel Selection Policies for Container-based Cloud Deployment Models}},
     year = {2017},
     volume = {},
     number = {},
     pages = {237-242},
     doi = {10.1109/ICENCO.2017.8289794},
   }

2. ICCES

   A Load Balancing with Power Optimization Algorithm for Container-based Infrastructure Management

   Walid A. Hanafy, Amr E. Mohamed, and Sameh A. Salem

   In 2017 12th International Conference on Computer Engineering and Systems (ICCES), May 2017

   DOI Bib

   

   @inproceedings{loadbalancingcontainers,
     author = {Hanafy, Walid A. and Mohamed, Amr E. and Salem, Sameh A.},
     booktitle = {{2017 12th International Conference on Computer Engineering and Systems (ICCES)}},
     title = {{A Load Balancing with Power Optimization Algorithm for Container-based Infrastructure Management}},
     year = {2017},
     volume = {},
     number = {},
     pages = {161-166},
     doi = {10.1109/ICCES.2017.8275296},
   }