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Faculty Member of Razi University

Razi University
صفحه فارسی
Mahmood Ahmadi

Mahmood Ahmadi

Professor / Engineering / Dept. of Computer Engineering

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Journal Paper

  1. "Machine learning approaches for active queue management: A survey, taxonomy, and future directions"
    Mohammad Parsa Toopchinehad, Mahmood Ahmadi
    Computer Networks, 2025
  2. "New fusion loss function based on knowledge generation using Gumbel-SoftMax for federated learning"
    Saadat Izadi, Mahmood Ahmadi
    JOURNAL OF SUPERCOMPUTING, 2025
  3. "Vehicular Fog Computing: A Survey of Architectures, Resource Management, Challenges and Emerging Trends"
    محمد حسن حسين, Mahmood Ahmadi, Farhad Mardukhi
    WIRELESS PERSONAL COMMUNICATIONS, 2024
  4. "Grey Wolf-Based Task Scheduling in Vehicular Fog Computing Systems"
    Maryam Taghizadeh, Mahmood Ahmadi
    Journal of Computing and Security, pp.41-59, 2024
  5. "Predictive VNF auto-scaling based on genetic programming"
    روژيا نيك بزم, Mahmood Ahmadi
    NEURAL COMPUTING and APPLICATIONS, 2024
  6. "A GWO-MFO-based Resource Allocation in Vehicular Fog Computing with Latency Constraints and Energy Reduction"
    محمد حسن حسين, Mahmood Ahmadi, Farhad Mardukhi
    IEEE Access, 2024
  7. "Virtualized network functions resource allocation in network functions virtualization using mathematical programming"
    Mahsa Moradi, Mahmood Ahmadi, Latif Pour Karimi
    COMPUTER COMMUNICATIONS, 2024
  8. "Placement of SDN controllers based on network setup cost and latency of control packets"
    Abdullah Naseri, Mahmood Ahmadi, Latif Pour Karimi
    COMPUTER COMMUNICATIONS, pp.15-28, 2023
  9. "Decomposition Theory Meets Reliability Analysis: Processing of Computation-Intensive Dependent Tasks Over Vehicular Clouds With Dynamic Resources"
    Payam Abdi sharabshali, Minghui Liwang, Amir Rajabzadeh, Mahmood Ahmadi, Seyyedali Hosseinalipour
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2023
  10. "A neural gas network-based scheme for SDN many-field packet classification"
    Bahareh Ghasemi, Mahmood Ahmadi, Hamed Alimohammadi Sarab
    JOURNAL OF SUPERCOMPUTING, 2023
  11. "AM-IF: Adaptive Multi-Path Interest Forwarding in named data networking"
    Fatemeh Abdi saghavaz, Mahmood Ahmadi, Montajab Ghanem
    Future Generation Computer Systems-The International Journal of eScience, pp.564-583, 2023
  12. "An unsupervised and hierarchical intrusion detection system for software-defined wireless sensor networks"
    Ahmad shahab Arkan, Mahmood Ahmadi
    JOURNAL OF SUPERCOMPUTING, 2023
  13. "RDERL: Reliable deep ensemble reinforcement learning-based recommender system"
    Milad Ahmadian, Sajad Ahmadian, Mahmood Ahmadi
    KNOWLEDGE-BASED SYSTEMS, 2023
  14. "KSN: Modeling and Simulation of Knowledge using Machine Learning in NFV/SDN-based Networks"
    روژيا نيك بزم, Mahmood Ahmadi
    SIMULATION MODELLING PRACTICE AND THEORY, 2022
  15. "LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking"
    Fatemeh Abdi saghavaz, Mahmood Ahmadi, Montajab Ghanem
    Future Generation Computer Systems-The International Journal of eScience, pp.22-39, 2022
  16. "2DNCF-PIT: Two-Dimensional Neighbor-Based Cuckoo Filter for Pending Interest Table Lookup in Named Data Networking"
    Arman Mahmodi, Mahmood Ahmadi
    Journal of Network and Systems Management, 2022
  17. "Network Traffic Classification Using Deep Learning Networks and Bayesian Data Fusion"
    Saadat Izadi, Mahmood Ahmadi, Amir Rajabzadeh
    Journal of Network and Systems Management, pp.1-21, 2022
  18. "Network traffic classification using convolutional neural network and ant-lion optimization"
    Saadat Izadi, Mahmood Ahmadi, روژيا نيك بزم
    COMPUTERS and ELECTRICAL ENGINEERING, 2022
  19. "A reliable deep representation learning to improve trust-aware recommendation systems"
    Milad Ahmadian, Mahmood Ahmadi, Sajad Ahmadian
    EXPERT SYSTEMS WITH APPLICATIONS, 2022
  20. "DC-CAMP: Dynamic Controller Creation, Allocation and Management Protocol in SDN"
    AHMAD REZA AHMADIAN, Mahmood Ahmadi
    WIRELESS PERSONAL COMMUNICATIONS, pp.1-28, 2022
  21. "Comparison of Machine Learning Techniques for VNF Resource Requirements Prediction in NFV"
    Mahsa Moradi, Mahmood Ahmadi, روژيا نيك بزم
    Journal of Network and Systems Management, pp.1-29, 2022
  22. "DiCuPIT: Distributed Cuckoo Filter-Based Pending Interest Table"
    Arman Mahmodi, Mahmood Ahmadi
    Journal of Computing and Security, pp.85-96, 2022
  23. "Performance Evaluation of Apache Spark MLlib Algorithms on an Intrusion Detection Dataset"
    Ramin Atefiniya, Mahmood Ahmadi
    Journal of Computing and Security, pp.57-69, 2022
  24. "Entropy-Based Anomaly Detection Using Observation Points Relations in Wireless Sensor Networks"
    Ahmad shahab Arkan, Mahmood Ahmadi
    WIRELESS PERSONAL COMMUNICATIONS, pp.1783-1798, 2021
  25. "Reduction of energy consumption and delay of control packets in Software-Defined Networking"
    Abdullah Naseri, Mahmood Ahmadi, Latif Pour Karimi
    Sustainable Computing-Informatics and Systems, 2021
  26. "Network intrusion detection using multi-architectural modular deep neural network"
    Ramin Atefiniya, Mahmood Ahmadi
    JOURNAL OF SUPERCOMPUTING, 2020
  27. "Common non-wildcard portion-based partitioning approach to SDN many-field packet classification"
    Hamed Alimohammadi Sarab, Mahmood Ahmadi
    Computer Networks, 2020
  28. "Detecting and Mitigating DDoS Attack in Named Data Networking"
    MOHAMMAD HUSSEIN JAWWAD, Mahmood Ahmadi
    Journal of Network and Systems Management, pp.1343-1365, 2020
  29. "Many-field packet classification using CR-tree"
    ALA ALDEEN ABBAS ABDULHASSAN, Mahmood Ahmadi
    JOURNAL OF HIGH SPEED NETWORKS, pp.125-140, 2020
  30. "A Filter-Based Design of Pending Interest Table in Named Data Networking"
    ROAA SAFAA HUSSEIN, Mahmood Ahmadi
    Journal of Network and Systems Management, pp.998-1019, 2019
  31. "Cuckoo filter-based many-field packet classification using X-tree"
    ALA ALDEEN ABBAS ABDULHASSAN, Mahmood Ahmadi
    JOURNAL OF SUPERCOMPUTING, pp.5667-5687, 2019
  32. "SLCF: Single-hash lookup cuckoo filter"
    Mohammad Najafi Mehr, Mahmood Ahmadi
    JOURNAL OF HIGH SPEED NETWORKS, pp.413-424, 2019
  33. "Clustering-based many-field packet classification in Software-Defined Networking"
    Hamed Alimohammadi Sarab, Mahmood Ahmadi
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019
  34. "SD-WLB: An SDN-aided mechanism for web load balancing based on server statistics"
    KIARASH SOLEIMAN ZADEH, Mahmood Ahmadi, Mohammad Nassiri
    ETRI JOURNAL, pp.197-206, 2019
  35. "Many-field packet classification using AMQ-R-tree"
    ALA ALDEEN ABBAS ABDULHASSAN, Mahmood Ahmadi
    JOURNAL OF HIGH SPEED NETWORKS, pp.219-241, 2018
  36. "QCF for deep packet inspection"
    MOHAMMAD HUSSEIN JAWWAD, Mahmood Ahmadi
    IET Networks, pp.346-352, 2018
  37. "Rate-coded DBN An online strategy for spike-based deep belief networks"
    MAZDAK FATAHI, Mahyar Shahsavari, Mahmood Ahmadi, Arash Ahmadi, Pierre Boulet, Philippe Devienne
    Biologically Inspired Cognitive Architectures, pp.59-69, 2018
  38. "Energy Consumption Improvement and Cost Saving by Cloud Broker in Cloud Datacenters"
    ahmad karamolahy, Abdolah CHalehchaleh, Mahmood Ahmadi
    International Arab Journal of Information Technology, pp.405-411, 2018
  39. "High-performance multi/many-core architectures with shared and private queues Network processing approaches"
    رضا فلامرزي, Bahram Bahrambeigy, Mahmood Ahmadi, Amir Rajabzadeh
    JOURNAL OF HIGH SPEED NETWORKS, pp.89-106, 2018
  40. "Cost minimization for bag-of-tasks workflows in a federation of clouds"
    Somayeh Abdi, Latif Pour Karimi, Mahmood Ahmadi, Farzad Zargari
    JOURNAL OF SUPERCOMPUTING, pp.1-22, 2018
  41. "Attacker-Manager Game Tree (AMGT) A new framework for visualizing and analysing the interactions between attacker and network security manager"
    Abbas Arghavani, Mahdi Arghavani, Mahmood Ahmadi, Paul Crane
    Computer Networks, pp.42-58, 2018
  42. "Adaptive resource allocation for software defined networking controllers"
    Masoud Soursouri, Mahmood Ahmadi
    JOURNAL OF HIGH SPEED NETWORKS, pp.237-253, 2017
  43. "Fuzzy topology discovery protocol for SDN-based wireless sensor networks"
    Nasim Abdolmaleki, Mahmood Ahmadi, Hadi tabatabaee Malazi, Sebastiano Milardo
    SIMULATION MODELLING PRACTICE AND THEORY, pp.54-68, 2017
  44. "A Fast Two Dimensional Filter with Low False Positive for Network Packet Inspection"
    ROAA SAFAA HUSSEIN, Mahmood Ahmadi
    IET Networks, 2017
  45. "Efficient name matching based on a fast two-dimensional filter in named data networking"
    ROAA SAFAA HUSSEIN, Mahmood Ahmadi
    International Journal of Parallel, Emergent and Distributed Systems, pp.1-19, 2017
  46. "Towards accelerating IP lookups on commodity PC routers using Bloom Filter Proposal of Bloom-Bird"
    Bahram Bahrambeigy, Mahmood Ahmadi, Mahmood Fazlali
    Journal of Information Systems and Telecommunication, pp.25-33, 2017
  47. "Cost minimization for deadline-constrained bag-of-tasks applications in federated hybrid clouds"
    Somayeh Abdi, Latif Pour Karimi, Mahmood Ahmadi, Farzad Zargari
    Future Generation Computer Systems-The International Journal of eScience, pp.113-128, 2017
  48. "Khorramshahr A scalable peer to peer architecture for port warehouse management system"
    Parisa Goudarzi, Hadi Tabatabaee Malazi, Mahmood Ahmadi
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, pp.49-59, 2016
  49. "Deep Packet Inspection Using Quotient Filter"
    Mahmood Ahmadi, Mohammad Al-hisnawi
    IEEE COMMUNICATIONS LETTERS, pp.2217-2220, 2016
  50. "A Customized and Reconfigurable VLIW-based Packet Classifier on p-VEX"
    Mahmood Ahmadi, Ehsan Zadkhosh
    JOURNAL OF HIGH SPEED NETWORKS, pp.177-192, 2016
  51. "Abstracted Uniform and Centralized Global View of the Network State and Configuration"
    mahdi arghavani, Mahmood Ahmadi
    journal of advances in computer research, pp.27-40, 2016
  52. "Memory Efficient Routing Using Bloom Filters in Large Scale Sensor Networks"
    Seyedeh Mahboubeh Sajjadian Amiri, Hadi Tabatabaee Malazi, Mahmood Ahmadi
    WIRELESS PERSONAL COMMUNICATIONS, pp.1221-1240, 2016
  53. "Parallel Implementation of Linux Packet Filtering"
    كيوان كريمي, آرش احمدي, Mahmood Ahmadi
    Journal on Computer Science and Engineering, pp.24-30, 2015
  54. "A new look at hybrid Aloha an analytical approach"
    Mahmood Ahmadi, Sara Mehdizadeh Khalifani
    Computer Networks, pp.689-699, 2015
  55. "A Bloom Filter with the Integrated Hash Table Using an Additional Hashing Function"
    r p, Mahmood Ahmadi
    Network Protocols and Algorithms, pp.24-41, 2015
  56. "Modeling and Stimulating Node Cooperation in Wireless Ad Hoc Networks"
    عباس ارغواني, مهدي ارغواني, ابوالفضل سرگلزايي, Mahmood Ahmadi
    ETRI JOURNAL, 2015
  57. "An efficient and scalable plagiarism checking system using Bloom filters"
    sh g, Mahmood Ahmadi
    COMPUTERS and ELECTRICAL ENGINEERING, 2014
  58. "A New Heuristic Algorithm for Improving Total Completion Time in Grid Computing"
    سهيل انوشا, شعيب انوشا, Mahmood Ahmadi
    Lecture note in computer science Multimedia and Ubiquitous Engineering, 2014
  59. "High-Throughput Multi-Pipeline Packet Classifier on FPGA"
    Rashid Isvand khatami, Mahmood Ahmadi
    Journal on Computer Science and Engineering, pp.42-51, 2014
  60. "High Throughput Multi-Pipeline Packet Classifier on FPGA"
    Rashid Isvand khatami, Mahmood Ahmadi
    Journal on Computer Science and Engineering, 2014
  61. "optimization of resources discovery in grid computing using bloom filter"
    r t, Mahmood Ahmadi
    world applied programming, 2013
  62. "Bloom filter applications in network security A state-of-the-art survey"
    شهاب الدين گراوند, Mahmood Ahmadi
    Computer Networks, 2013
  63. "energy consumption estimation in clustered wireless sensor networks using M/M/1Queuing model"
    r r, Mahmood Ahmadi, a a
    international journal of wireless mobile networks, 2013
  64. "Performance Analysis of Reconfigurable Processors Using MVA Analysis"
    Ehsan Zadkhosh, سپيده فتاحي كتي لته, Mahmood Ahmadi
    LECTURE NOTES IN COMPUTER SCIENCE, pp.342-349, 2012
  65. "A Cache Architecture for Counting Bloom Filters theory and Application"
    Mahmood Ahmadi, e v
    Journal of Electrical and Computer Engineering, 2011
  66. "High--Throughput Multi-Pipeline Packet Classifier on FPGA"
    Rashid Isvand khatami, Mahmood Ahmadi
    Journal on Computer Science and Engineering, pp.42-51, 2011
  67. "Collaboration of Reconfigurable Processors in Grid Computing Theory and Application"
    Mahmood Ahmadi, a sh, s w
    Future Generation Computer Systems-The International Journal of eScience, 2010

Conference Paper

  1. "A High Performance Click-based Packet Classifier on GPU"
    m gh, y s, m h, b b, Mahmood Ahmadi
    5th International Conference on Computer and Knowledge Engineering,
  2. "Analysis of Feature Selection Methods for Network Traffic Classification"
    Saadat Izadi, Mahmood Ahmadi, روژيا نيك بزم
    INTERNATIONAL CONFERENCE ON SMART SYSTEMS AND DATA SCIENCE 2021,
  3. "Error Management and Detection in Computer Networks Using Bloom Filters"
    p gh, Mahmood Ahmadi, Arash Ahmadi
    International Conference on Advances in Computing Communications and Informatics,
  4. "High Throughput Multi Pipeline Packet Classifier on FPGA"
    Rashid Isvand khatami, Mahmood Ahmadi
    The 17 th CSI International Symposium on Computer Architecture Digital Systems The 17 th CSI International Symposium on Computer Architecture Digital Systems,
  5. "Integration of Deep Sparse Autoencoder and Particle Swarm Optimization to Develop a Recommender System"
    Milad Ahmadian, Mahmood Ahmadi, Ahmadian Sajad, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi
    2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC),
  6. "Bloom filter-based IP Traceback on Netfilter Opensource Framework"
    تبسم شاه صفي, بهرام بهرام بيگي, Mahmood Ahmadi
    The 7th International Conference on Information and Knowledge Technology (IKT 2015),
  7. "Bloom-Bird A Scalable Open Source Router Based on Bloom Filter"
    b b, Mahmood Ahmadi, m f
    The 22nd Iranian Conference on Electrical Engineering,
  8. "Towards the Utilization of Reconfigurable Processors in Grid Networks"
    M N, F A, A O, Mahmood Ahmadi, S W
    Proriso Safe Sentinels Progress,
  9. "Modeling and Simulation of Reconfigurable Processors in Grid Networks"
    F N, Mahmood Ahmadi, S W
    International Conference on Reconfigurable Computing,
  10. "evt_MNIST A spike based version of traditional MNIST"
    MAZDAK FATAHI, Mahmood Ahmadi, Mahyar Shahsavari, Arash Ahmadi, philippe Devienne
    1st international conference on new research achievements in electrical and computer engineering,
  11. "A Novel Dynamic Task Schheduling Algorithm for Grid Networks with Reconfigurable Processors"
    m.f n, s.a o, Mahmood Ahmadi, m n, s w
    5th HiPEAC Workshop on Reconfigurable Computing,
  12. "A Novel Adjustable Matrix Bloom Filter-based Copy Detection System for Digital Libraries"
    sh g, Mahmood Ahmadi
    11th IEEE International Conference on Computer and Information Technology,
  13. "Performance Analysis of Reconfigurable Processors Using MVA Analysis"
    Ehsan Zadkhosh, سپيده فتاحي كتي لته, Mahmood Ahmadi
    Applied Reconfigurable Computing,
  14. "Fast Sequence Alignment Algorithm Using Bloom Filters"
    Hossein Yousefi, Mahmood Ahmadi, Hamidreza Roshani
    16th international Syp Artificial,
  15. "VHDLSFI A Simulation-based Multi-Bit Fault Injection for Dependability Analysis."
    Faezeh Pournaghdali Babagorgori, Amir Rajabzadeh, Mahmood Ahmadi
    3rd International Conference on Computer and Knowledge Engineering (ICCKE 2013),
  16. "Agent-Based Resource Discovery In Cloud Computing Using Bloom Filters"
    r n, Mahmood Ahmadi
    4th International Conference on Computer and Knoledge Emgineering,
  17. "Deep packet inspection using Cuckoo filter"
    MOHAMMAD HUSSEIN JAWWAD, Mahmood Ahmadi
    New Trends in Information Communications Technology Applications (NTICT),
  18. "Implementation of multiple routing tables in software routers"
    Zeinab Farhadi, Mahmood Ahmadi
    2017 IEEE 4th International Conference onKnowledge-Based Engineering and Innovation (KBEI),
  19. "Fast Multi-Match Packet Classification Using Index Bits"
    محمد اسلام دوست پشتيري, Mahmood Ahmadi, Arash Ahmadi, SHAGHAYEGH GOMAR
    3rd International Conference on Computer and knoeledge Engineering,
  20. "Towards an spiking deep belief network for face recognition application"
    MAZDAK FATAHI, Mahmood Ahmadi, Arash Ahmadi, mahyar shahsavari, diviene philippe
    6th International Conference on Computer and Knowledge Engineering (ICCKE 2016),
  21. "High--performance Multi/Many-core Network Processing Architectures with Shared and Private Queues"
    رضا فلامرزي, بهرام بهرام بيگي, Mahmood Ahmadi, Amir Rajabzadeh
    Information and Knowledge Technology (IKT) 2015 7th Conference on,
  22. "Power Evaluation of IOT Application Layer Protocols"
    Amir Hossein Shahrokhi, Mahmood Ahmadi
    7th International Conference on Internet of Things and Applications,
  23. "Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing"
    Mohammad Parsa Toopchinehad, Mahmood Ahmadi
    2025 29th International Computer Conference, Computer Society of Iran (CSICC),
  24. "VHDLSFI A Simulation - based Multi-Bit Fault Injection for Dependability Analysis"
    Faezeh Pournaghdali Babagorgori, Amir Rajabzadeh, Mahmood Ahmadi
    International Conference on Computer and Knowledge Engineering,
  25. "Acceleration of IPTABLES Linux Packet Filtering using GPGPU"
    k k, Arash Ahmadi, Mahmood Ahmadi, b b
    International Symposium on Computer Science and Software Engineering,
  26. "A Heuristic Task Scheduling Algorithm for Vehicular Fog Computing"
    Maryam Taghizadeh, Mahmood Ahmadi
    8th International Conference on Smart Cities, Internet of Things and Applications (SCIoT),

Awards

  1. پژوهشگر برتر گروه مهندسی کامپیوتر 2020
  2. پژوهشگر برتر گروه مهندسی کامپیوتر 2018
  3. پژوهشگر برتر گروه مهندسی کامپیوتر 2017
  4. پژوهشگر برتر گروه مهندسی کامپیوتر 2014
  5. پژوهشگر برتر گروه مهندسی کامپیوتر 2013
  6. دریافت بورس تحقیقاتی دوره دکترا دانشگاه صنعتی دلفت 2010
  7. دانشجوی نمونه دانشکده مهندسی کامپیوتر دوره کارشناسی ارشد 1997

Update: 2026-07-23