Question

Define Load Balancing. Explain the following algorithms with reference to load balancing: 

a. Static algorithm approach

b. Weighted Round Robin

17 Feb 2026
Answer :
Word Count : 1058
Load balancing refers to the process of distributing workloads across multiple computing resources, such as servers, a computer cluster, network links, or CPUs, to ensure that no single resource is overwhelmed. The goal is to optimize resource use, reduce latency, ensure reliability, and prevent any one server or component from becoming a bottleneck. Load balancing can be applied in various contexts, including networking, web servers, and cloud computing. It plays a crucial role in maintaining the smooth operation of IoT (Internet of Things) systems, ensuring that the large volume of devices and data are managed efficiently. In the context of cloud computing and IoT, load balancing ensures that the data and tasks generated by IoT devices are properly distributed across cloud-based servers. This improves system efficiency, increases availability, and prevents system overload, particularly as the number of IoT devices and the volume of data they generate continues to rise. Load balancing algorithms are central to achieving these objectives and ensuring optimal performance in distributed systems. ### Static Algorithm Approach The static algorithm approach to load balancing relies on pre-defined rules to distribute workloads among resources. It does not take into account real-time data or the current state of the system; instead, it assumes a relatively stable environment where the demand on the resources is predictable. This approach works well in situations where the workload does not change dynamically or where the infrastructure is stable and resources are well-provisioned. One of the most common static load balancing algorithms is the Round Robin algorithm. In Round Robin, each incoming request or task is directed to the next available server in a circular order. The server is chosen without considering the load it is currently handling. The Round Robin approach is simple, easy to implement, and works well for
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