Mohammad Goudarzi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Reinforcement Learning

Cloud Computing

Dynamic Resource Allocation

Computing Environments

Top Venues

IEEE Trans. Mob. Comput.

J. Netw. Comput. Appl.

Publications

Shohreh Deldari, Mohammad Goudarzi, Aditya Joshi, Arash Shaghaghi, Simon Finn, Flora D. Salim, Sanjay Jha
AuditNet: A Conversational AI-based Security Assistant [DEMO]. CoRR (2024)
Wuji Zhu, Mohammad Goudarzi, Rajkumar Buyya
FLight: A lightweight federated learning framework in edge and fog computing. Softw. Pract. Exp. 54 (5) (2024)
Mohammad Goudarzi, Maria A. Rodriguez, Majid Sarvi, Rajkumar Buyya
$\mu$μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments. IEEE Trans. Serv. Comput. 17 (1) (2024)
Zhiyu Wang, Mohammad Goudarzi, Mingming Gong, Rajkumar Buyya
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments. Future Gener. Comput. Syst. 152 (2024)
Mohammad Goudarzi, Arash Shaghaghi, Simon Finn, Sanjay Jha
Lack of Systematic Approach to Security of IoT Context Sharing Platforms. CoRR (2024)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments. IEEE Trans. Mob. Comput. 22 (5) (2023)
Rajkumar Buyya, Satish Narayana Srirama, Md. Redowan Mahmud, Mohammad Goudarzi, Leila Ismail, Vassilis Kostakos
Quality of Service (QoS)-driven Edge Computing and Smart Hospitals: A Vision, Architectural Elements, and Future Directions. CoRR (2023)
Mohammad Goudarzi, Maria A. Rodriguez, Majid Sarvi, Rajkumar Buyya
μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog computing Environments. CoRR (2023)
Wuji Zhu, Mohammad Goudarzi, Rajkumar Buyya
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing. CoRR (2023)
Zhiyu Wang, Mohammad Goudarzi, Mingming Gong, Rajkumar Buyya
Deep Reinforcement Learning-based Scheduling in Edge and Fog Computing Environments. CoRR (2023)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions. ACM Comput. Surv. 55 (7) (2023)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions. CoRR (2022)
Zhiyu Wang, Mohammad Goudarzi, Jagannath Aryal, Rajkumar Buyya
Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications. CoRR (2022)
Md. Redowan Mahmud, Samodha Pallewatta, Mohammad Goudarzi, Rajkumar Buyya
iFogSim2: An extended iFogSim simulator for mobility, clustering, and microservice management in edge and fog computing environments. J. Syst. Softw. 190 (2022)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments. CoRR (2021)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments. CoRR (2021)
Mohammad Goudarzi, Huaming Wu, Marimuthu Palaniswami, Rajkumar Buyya
An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments. IEEE Trans. Mob. Comput. 20 (4) (2021)
Mohammad Goudarzi, Qifan Deng, Rajkumar Buyya
Resource Management in Edge and Fog Computing using FogBus2 Framework. CoRR (2021)
Qifan Deng, Mohammad Goudarzi, Rajkumar Buyya
FogBus2: a lightweight and distributed container-based framework for integration of IoT-enabled systems with edge and cloud computing. BiDEDE@SIGMOD (2021)
Md. Redowan Mahmud, Samodha Pallewatta, Mohammad Goudarzi, Rajkumar Buyya
IFogSim2: An Extended iFogSim Simulator for Mobility, Clustering, and Microservice Management in Edge and Fog Computing Environments. CoRR (2021)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments. FedCSIS (2021)
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya
A fog-driven dynamic resource allocation technique in ultra dense femtocell networks. J. Netw. Comput. Appl. 145 (2019)
Mohammad Goudarzi, Mehran Zamani, Abolfazl Toroghi Haghighat
A genetic-based decision algorithm for multisite computation offloading in mobile cloud computing. Int. J. Commun. Syst. 30 (10) (2017)
Mohammad Goudarzi, Mehran Zamani, Abolfazl Toroghi Haghighat
A fast hybrid multi-site computation offloading for mobile cloud computing. J. Netw. Comput. Appl. 80 (2017)
Mohammad Goudarzi, Zeinab Movahedi, Masoud Nazari
Mobile Cloud Computing: A multisite computation offloading. IST (2016)
Mohammad Goudarzi, Zeinab Movahedi, Masoud Nazari
Efficient Multisite Computation Offloading for Mobile Cloud Computing. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Emmanuel Jammeh, Is-Haka Mkwawa, Asiya Khan, Mohammad Goudarzi, Lingfen Sun, Emmanuel C. Ifeachor
Quality of experience (QoE) driven adaptation scheme for voice/video over IP. Telecommun. Syst. 49 (1) (2012)
Mohammad Goudarzi, Lingfen Sun, Emmanuel C. Ifeachor
Modelling Speech Quality for NB and WB SILK Codec for VoIP Applications. NGMAST (2011)
Mohammad Goudarzi, Lingfen Sun, Emmanuel C. Ifeachor
Audiovisual Quality Estimation for Video Calls in Wireless Applications. GLOBECOM (2010)