Associate Professor Chaodit Aswakul, Ph.D.

รศ. ดร.เชาวน์ดิศ อัศวกุล


  • PhD (Communicaiton Networking) Imperial College London, U.K.
  • BEng (1st-Class Hons), Chulalongkorn University, Thailand.


Research Interest

  • Reinforcement Learning in Road and Telecommunication Network Applications
  • Vehicular Mobility Classification, Network Traffic Anomaly Detection
  • Machine Learning in Building Energy Management System Data and Mobile Telecommunication Network Data with Differential Privacy Protection
  • Network Security by Software-Defined Networking
  • Traffic Engineering Optimisation in Wireless Mesh Network
  • Network Function Virtualisation in Container Orchestration Cloud

Research Cluster

Link to


Tun, P P T L; Aswakul, C

Design and Preliminary Functionality Test of Road Network Traffic Monitoring System Based on Indoor SDWMN In-band Architecture Journal Article

In: Lecture Notes in Networks and Systems, vol. 180, pp. 181-192, 2021, ISSN: 23673370, (cited By 0; Conference of 12th International Network Conference, INC 2020 ; Conference Date: 21 September 2020 Through 21 September 2020; Conference Code:254679).

Abstract | Links


Mon, E E; Ochiai, H; Saivichit, C; Aswakul, C

Bottleneck based gridlock prediction in an urban road network using long short-term memory Journal Article

In: Electronics (Switzerland), vol. 9, no. 9, pp. 1-20, 2020, ISSN: 20799292, (cited By 0).

Abstract | Links


Thirasupa, R; Saivichit, C; Aswakul, C

Cloud Infrastructure Design Model for Green Smart City: Case Study of Electricity Generating Authority of Thailand Journal Article

In: Lecture Notes in Electrical Engineering, vol. 621, pp. 135-147, 2020, ISSN: 18761100, (cited By 0; Conference of 10th International Conference on Information Science and Applications, ICISA 2019 ; Conference Date: 16 December 2019 Through 18 December 2019; Conference Code:235259).

Abstract | Links


Pipattanasomporn, M; Chitalia, G; Songsiri, J; Aswakul, C; Pora, W; Suwankawin, S; Audomvongseree, K; Hoonchareon, N

CU-BEMS, smart building electricity consumption and indoor environmental sensor datasets Journal Article

In: Scientific Data, vol. 7, no. 1, 2020, ISSN: 20524463, (cited By 2).

Abstract | Links


Saha, R K; Aswakul, C

A novel frequency reuse technique for in-building small cells in dense heterogeneous networks Journal Article

In: IEEJ Transactions on Electrical and Electronic Engineering, vol. 13, no. 1, pp. 98-111, 2018, ISSN: 19314973, (cited By 15).

Abstract | Links


Tiaprasert, K; Zhang, Y; Aswakul, C; Jiao, J; Ye, X

Closed-form multiclass cell transmission model enhanced with overtaking, lane-changing, and first-in first-out properties Journal Article

In: Transportation Research Part C: Emerging Technologies, vol. 85, pp. 86-110, 2017, ISSN: 0968090X, (cited By 11).

Abstract | Links


Sangumpai, C; Aswakul, C

Development of real-time interworking between IEEE1888 and ECHONET lite standards for building energy management system Journal Article

In: Engineering Journal, vol. 21, no. 6 Special Issue, pp. 1-10, 2017, ISSN: 01258281, (cited By 1).

Abstract | Links


Udomsilp, K; Arayakarnkul, T; Watarakitpaisarn, S; Komolkiti, P; Rudjanakanoknad, J; Aswakul, C

Traffic data analysis on Sathorn road with synchro optimization and traffic simulation Journal Article

In: Engineering Journal, vol. 21, no. 6 Special Issue, pp. 57-67, 2017, ISSN: 01258281, (cited By 8).

Abstract | Links


Singh, S K; Komolkiti, P; Aswakul, C

Impact Analysis of Start-Up Lost Time at Major Intersections on Sathorn Road Using a Synchro Optimization and a Microscopic SUMO Traffic Simulation Journal Article

In: IEEE Access, vol. 6, pp. 6327-6340, 2017, ISSN: 21693536, (cited By 5).

Abstract | Links


Saha, R K; Zhao, Y; Aswakul, C

A novel approach for centralized 3D radio resource allocation and scheduling in dense HetNets for 5G control-/user-plane separation architectures Journal Article

In: Engineering Journal, vol. 21, no. 4, pp. 287-305, 2017, ISSN: 01258281, (cited By 3).

Abstract | Links


Saha, R K; Aswakul, C

A tractable analytical model for interference characterization and minimum distance enforcement to reuse resources in three-dimensional in-building dense small cell networks Journal Article

In: International Journal of Communication Systems, vol. 30, no. 11, 2017, ISSN: 10745351, (cited By 16).

Abstract | Links


Silawan, T; Aswakul, C

SybilVote: Formulas to Quantify the Success Probability of Sybil Attack in Online Social Network Voting Journal Article

In: IEEE Communications Letters, vol. 21, no. 7, pp. 1553-1556, 2017, ISSN: 10897798, (cited By 7).

Abstract | Links


Saha, R K; Zhao, Y; Aswakul, C

Towards 5G cellular: Understanding 3D in-building single band and multi-band small cells with control/user-plane coupled and separation architectures with a novel resource reuse approach Journal Article

In: Engineering Journal, vol. 21, no. 3, pp. 309-343, 2017, ISSN: 01258281, (cited By 1).

Abstract | Links


Saha, R K; Aswakul, C

Incentive and Architecture of Multi-Band Enabled Small Cell and UE for Up-/Down-Link and Control-/User-Plane Splitting for 5G Mobile Networks Journal Article

In: Frequenz, vol. 71, no. 1-2, pp. 95-118, 2017, ISSN: 00161136, (cited By 8).

Abstract | Links


Saha, R K; Saengudomlert, P; Aswakul, C

Evolution toward 5G mobile networks - A survey on enabling technologies Journal Article

In: Engineering Journal, vol. 20, no. 1, pp. 87-119, 2016, ISSN: 01258281, (cited By 43).

Abstract | Links


Chanloha, P; Chinrungrueng, J; Usaha, W; Aswakul, C

Traffic signal control with cell transmission model using reinforcement learning for total delay minimisation Journal Article

In: International Journal of Computers, Communications and Control, vol. 10, no. 5, pp. 627-642, 2015, ISSN: 18419836, (cited By 1).

Abstract | Links


Chanloha, P; Chinrungrueng, J; Usaha, W; Aswakul, C

Cell transmission model-based multiagent Q-learning for network-scale signal control with transit priority Journal Article

In: Computer Journal, vol. 57, no. 3, pp. 451-468, 2014, ISSN: 00104620, (cited By 1).

Abstract | Links


Trinh, T; Esaki, H; Aswakul, C

Dynamic virtual network allocation for openflow based cloud resident data center Journal Article

In: IEICE Transactions on Communications, vol. E96-B, no. 1, pp. 56-64, 2013, ISSN: 09168516, (cited By 4).

Abstract | Links


Komolkiti, P; Aswakul, C

Per-hop condition for optimal end-to-end capacity of 1-dimensional wireless ad hoc networks Journal Article

In: IEEE Communications Letters, vol. 15, no. 12, pp. 1365-1367, 2011, ISSN: 10897798, (cited By 0).

Abstract | Links


Aramvith, S; Aswakul, C; Saivichit, C; Prapinmongkolkarn, P; Aimdilokwong, A

NGN trial use and test site in Phuket, Thailand by national telecommunications commission (NTC) and Chula UniSearch Journal Article

In: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, vol. 46, pp. 622-625, 2011, ISSN: 18678211, (cited By 0; Conference of 6th International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, TRIDENTCOM 2010 ; Conference Date: 18 May 2010 Through 20 May 2010; Conference Code:98879).

Abstract | Links


Suksomboon, K; Pongpaibool, P; Ji, Y; Aswakul, C

PC-nash: QoS provisioning framework with path-classification scheme under nash equilibrium Journal Article

In: Computer Journal, vol. 54, no. 6, pp. 931-943, 2011, ISSN: 00104620, (cited By 3).

Abstract | Links


Tuerprasert, K; Aswakul, C

Multiclass cell transmission model for heterogeneous mobility in general topology of road network Journal Article

In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, vol. 14, no. 2, pp. 68-82, 2010, ISSN: 15472450, (cited By 30).

Abstract | Links


Aswakul, C; Barria, J A

Performance analysis of threshold based bandwidth allocation scheme for IP traffic on ATM networks Journal Article

In: IEE Proceedings: Communications, vol. 149, no. 1, pp. 29-35, 2002, ISSN: 13502425, (cited By 2).

Abstract | Links


Aswakul, C; Barria, J A

Analysis of dynamic service separation with trunk reservation policy Journal Article

In: IEE Proceedings: Communications, vol. 149, no. 1, pp. 23-28, 2002, ISSN: 13502425, (cited By 8).

Abstract | Links