The increasing demand for Internet of Things (IoT) applications has resulted in vast amounts of data, requiring the utilization of big data analytics. The integration of big data analytics in IoT-based smart cities can greatly benefit from the development of wireless communication protocols, among which the Thread protocol has emerged as a promising option. Thread is IEEE 802.15.4 based and has advanced capabilities like mesh networking, IPv6 support, and multiple gateways providing no single point of failure.
Advancements in computing technology and networking have given rise to the Internet of Things (IoT), which aims to enable objects to gather and share data over the Internet using smart devices 
. The IoT was envisioned as a large-scale network of Internet-connected objects that are uniquely addressable and reachable using standard networking protocols 
. It has played a pivotal role in the development of smart cities, where interconnected devices and systems work together to enhance the efficiency, sustainability, and quality of urban life 
. Some prominent applications include smart energy management systems 
, building controls 
, and smart transportation 
, which have gained significant attention from both academia and industry. Many networking protocol stacks have been designed to meet the specific needs of diverse smart city applications and IoT-based systems 
. Zigbee and Bluetooth are widely adopted protocols in smart city applications. Zigbee is used in various monitoring systems and smart infrastructure 
, while Bluetooth is employed for occupancy detection, asset tracking, and seamless connectivity in smart buildings and transportation systems 
The majority of IoT applications in the real world make use of single-hop wireless connectivity to the gateway based on a star topology. Alternatively, the mesh topology has also been considered that enables each node to communicate with every other node and gateway, enhancing reliability 
. While wireless standards such as Bluetooth and ZigBee are continuously evolving to support mesh networks. To extend the support towards mesh networks, a new protocol named Thread has been developed using open and proven standards, such as IEEE 802.15.4 and 6LoWPAN 
The Thread is a communication protocol that is maintained by Thread Group 
. It has been designed to meet the requirements of applications that demand low power consumption, low data throughput, and a short communication range. Thread protocol is designed to meet the specific needs of diverse smart city applications, providing secure and scalable connectivity to a large number of devices in an energy-efficient and reliable manner. The Thread-based IoT mesh network can be connected to the global Internet using a gateway called a border router that provides connectivity through Ethernet or Wireless Local Area Network (WLAN). Thread provides end-to-end encryption, no single-point failure, and consumes low power. Thread is a relatively new protocol compared to ZigBee and Bluetooth, so its performance has not been extensively studied, especially in real-world applications with varying scenarios.
2. Protocol Stack
The Thread protocol stack is a combination of various standards like IEEE 802.15.4 and 6LoWPAN, etc. 
. It has six different layers, as can be seen in Figure 1
. Each of the layers is described below:
Thread protocol stack 
3. Device Types and Topology
Thread network supports a connectivity model where the end devices are only connected to their parent nodes while all the routers are connected together, forming a mesh network. The devices in Thread play different roles based on their functionalities 
, as shown in Figure 2
. In IEEE 802.15.4 networks, the commonly used terminologies of coordinator, router, and end device are prevalent. However, the Thread network architecture introduces specific roles and functionalities that bring added clarity and facilitate customized network design for IoT applications.
Basic topology and device types of Thread network 
These devices have reduced functionalities and are energy-constrained, similar to their counterparts in other wireless protocols like ZigBee and Bluetooth. However, Thread provides specific features to optimize energy consumption, such as allowing end devices to enter sleep mode to conserve energy. Unlike some other protocols, Thread end devices are always connected to their parent node, which has routing capabilities and remains continuously active. Thread also introduces the concept of Router Eligible End Devices (REEDs) that can be promoted to routers for improved performance. The dynamic up-gradation and down-gradation of devices is managed both explicitly by the network manager and automatically by the network based on prevailing conditions.
Thread routers share similarities with routers in other protocols, such as ZigBee and Bluetooth, in terms of their routing capabilities. These devices require power throughout and are also called Full Thread Devices (FTD). All routers in the network are connected together, forming a mesh, and route the data packets from source to destination nodes. Additionally, Thread routers also provide joining and commissioning services to the end nodes. These nodes are also capable of becoming border routers or leader routers, and if a leader goes down due to some reason, these nodes can be automatically elected as leaders by the network.
This router connects the Thread network with the outside world and enables data flow in and out of the network. It can also be termed the gateway of the Thread network to the global internet or cloud. It can support both WiFi and Ethernet for connection to an external network. Unlike other networks having a single gateway, in Thread multiple border routers can also exist in a network, thus avoiding a single point of failure.
Any router or border router that manages the Thread network is called a leader. It has all the functionalities of the router but also has additional responsibilities like assigning IP, upgrading or downgrading the router status of REEDs, and distributing the network configuration information to the routers in the network. Unlike other wireless protocols, such as Bluetooth and ZigBee, which may have central devices or coordinators, if the Thread leader goes down, a router is elected as a leader by other thread routers to perform network management tasks.