Profile image of Shiva Pokhrel

Dr Shiva Pokhrel

STAFF PROFILE

Position

Lecturer in Mobile Computing

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

shiva.pokhrel@deakin.edu.au
+61 3 924 46281

Biography

Dr Shiva Raj Pokhrel is a Lecturer of Mobile Computing. He received the B.E./M.E. ICT Engineering degree from Pokhara University, Nepal and PhD ICT Engineering degree from Swinburne University of Technology, Australia.  He was a research fellow at the University of Melbourne (2017-2018) and a network engineer at Nepal Telecom (2007-2014). His research interests include federated learning, industry 4.0, blockchain modelling, optimization, recommender systems, 6G, cloud computing, dynamics control, Internet of Things and cyber-physical systems as well as their applications in smart manufacturing, autonomous vehicles and cities. He serves/served as the Workshop Chair/Publicity Co-Chair for several IEEE/ACM conferences including IEEE INFOCOM, IEEE GLOBECOM, IEEE ICC, ACM MobiCom, and more.  He was a recipient of the prestigious  Marie Curie Fellowship in 2017.

Read more on Shiva's profile

Research groups

Distributed Systems and Internet of Things Research Cluster

Publications

Filter by

2021

Improving malicious PDF classifier with feature engineering: A data-driven approach

Ahmed Falah, Lei Pan, Shamsul Huda, Shiva Pokhrel, Adnan Anwar

(2021), Vol. 115, pp. 314-326, Future generation computer systems, Amsterdam, The Netherlands, C1

journal article
2020

Identifying OSPF LSA falsification attacks through non-linear analysis

Bahaa Al-Musawi, Philip Branch, Mohammed Hassan, Shiva Pokhrel

(2020), Vol. 167, pp. 1-13, Computer networks, Amsterdam, The Netherlands, C1

journal article

Federated learning with multichannel ALOHA

J Choi, S Pokhrel

(2020), Vol. 9, pp. 499-502, IEEE wireless communications letters, Piscataway, N.J., C1

journal article

QoS-aware personalized privacy with multipath TCP for industrial IoT: analysis and design

S Pokhrel, Y Qu, L Gao

(2020), Vol. 7, pp. 4849-4861, IEEE internet of things journal, Piscataway, N.J., C1

journal article

Improving TCP performance over WiFi for internet of vehicles: a federated learning approach

S Pokhrel, J Choi

(2020), Vol. 69, pp. 6798-6802, IEEE transactions on vehicular technology, Piscataway, N.J., C1

journal article

Alleviating Heterogeneity in SDN-IoT Networks to Maintain QoS and Enhance Security

K Sood, K Karmakar, S Yu, V Varadharajan, S Pokhrel, Y Xiang

(2020), Vol. 7, pp. 5964-5975, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

A blockchained federated learning framework for cognitive computing in industry 4.0 networks

Youyang Qu, Shiva Pokhrel, Sahil Garg, Longxiang Gao, Yong Xiang

(2020), pp. 1-10, IEEE transactions on industrial informatics, Piscataway, N.J., C1

journal article

Towards Enabling Critical mMTC: A Review of URLLC within mMTC

S Pokhrel, J DIng, J Park, O Park, J Choi

(2020), Vol. 8, pp. 131796-131813, IEEE Access, Piscataway, N.J., C1

journal article

Privacy-Aware Autonomous Valet Parking: Towards Experience Driven Approach

Shiva Pokhrel, Youyang Qu, Surya Nepal, Surjit Singh

(2020), pp. 1-12, IEEE Transactions on Intelligent Transportation Systems, Piscataway, N.J., C1

journal article

Adaptive Admission Control for IoT Applications in Home WiFi Networks

Shiva Pokhrel, Hai Vu, Antonio Cricenti

(2020), pp. 1-11, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1

journal article

Federated Learning With Blockchain for Autonomous Vehicles: Analysis and Design Challenges

Shiva Pokhrel, Jinho Choi

(2020), Vol. 68, pp. 4734-4746, IEEE Transactions on Communications, Piscataway, N.J., C1

journal article

A Decentralized Federated Learning Approach for Connected Autonomous Vehicles

S Pokhrel, J Choi

(2020), pp. 1-6, WCNCW 2020 : Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, Seoul, South Korea, E1

conference

Energy-Balanced and Distributed Clustering Protocol for IoT Wireless Sensors

M Hassan, S Pokhrel, B Al-Musawi

(2020), pp. 1-6, WCNCW 2020 : Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, Seoul, South Korea, E1

conference
2019

Improving multipath TCP performance over WiFi and cellular networks: an analytical approach

S Pokhrel, M Mandjes

(2019), Vol. 18, pp. 2562-2576, IEEE transactions on mobile computing, Piscataway, N.J., C1-1

journal article

Fair coexistence of regular and multipath TCP over wireless last-miles

S Pokhrel, M Panda, H Vu

(2019), Vol. 18, pp. 574-587, IEEE transactions on mobile computing, Piscataway, N.J., C1-1

journal article

Mobility-aware multipath communication for unmanned aerial surveillance systems

S Pokhrel, J Jin, H Vu

(2019), Vol. 68, pp. 6088-6098, IEEE transactions on vehicular technology, Piscataway, N.J., C1

journal article

Low-delay scheduling for Internet of Vehicles: load-balanced multipath communication with FEC

S Pokhrel, J Choi

(2019), Vol. 67, pp. 8489-8501, IEEE transactions on communications, Piscataway, N.J., C1

journal article

Policy-based bigdata security and QoS framework for SDN/IoT: an analytic approach

S Pokhrel, K Sood, S Yu, M Nosouhi

(2019), pp. 73-78, IEEE INFOCOM 2019 : IEEE Conference on Computer Communications Workshops, Paris, France, E1

conference

SDN-capable IoT Last-Miles: design challenges

K Sood, S Pokhrel, K Karmakar, V Vardharajan, S Yu

(2019), pp. 1-6, Globecom : Proceedings of the 2019 IEEE Global Communications Conference, Waikoloa, Hi, E1

conference
2018

Modeling compound TCP over WiFi for IoT

S Pokhrel, C Williamson

(2018), Vol. 26, pp. 864-878, IEEE/ACM transactions on networking, Piscataway, N.J., C1-1

journal article
2017

Analytical modeling of multipath TCP over last-mile wireless

S Pokhrel, M Panda, H Vu

(2017), Vol. 25, pp. 1876-1891, IEEE/ACM transactions on networking, Piscataway, N.J., C1-1

journal article
2016

TCP performance over Wi-Fi: joint impact of buffer and channel losses

S Pokhrel, M Panda, H Vu, M Mandjes

(2016), Vol. 15, pp. 1279-1291, IEEE transactions on mobile computing, Piscataway, N.J., C1-1

journal article
2015

Performance analysis of TCP NewReno over a cellular last-mile: buffer and channel losses

M Panda, H Vu, M Mandjes, S Pokhrel

(2015), Vol. 14, pp. 1629-1643, IEEE transactions on mobile computing, Picataway, N.J., C1-1

journal article

Performance modelling and evaluation of V2I video surveillance system

Shiva Pokhrel, Ram Pandey, Shashidhar Joshi

(2015), WOCN 2015 : Proceedings of the 12th International Conference on Wireless and Optical Communications Networks, Bangalore, India, E1-1

conference
2013

Enhanced optimization of field based routing for macro mobility in IEEE 802.11s mesh

S Pokhrel, S Shakya

(2013), pp. 1-5, WOCN 2013 : Proceedings of the 2013 Tenth International Conference on Wireless and Optical Communications Networks, Bhopal, India, E1-1

conference

Funded Projects at Deakin

Industry and Other Funding

Research on Ultra Reliable Low Latency Communications of Massive Connectivity.

Prof Jinho Choi, Dr Shiva Pokhrel, Dr Jihong Park, Mr Jie Ding

  • 2020: $63,624

Supervisions

Associate Supervisor
2020

Ahmed Falah

Thesis entitled: Improving PDF Maldoc Detection via Data-Driven Feature Engineering

Doctor of Philosophy (Information Technology), School of Information Technology