Aug 2026· 2026 International Conference on Intelligent Multimedia, Networking, and Security (IMNS)· pp. 1-5· 0 citations· 7 references
Abstract
This paper presents the design and evaluation of a fully functional end-to-end dynamic load-balancing system implemented in a controlled local environment. The system integrates a heterogeneous technology stack consisting of an Angular front-end, a.NET-based load balancer, Node.js API services, and a Microsoft SQL database, enabling realistic modeling of modern distributed architectures. Using datasets exceeding 20,000 records, we evaluate the performance of multiple load balancing algorithms under varying workload conditions, focusing on request distribution, system throughput, and response latency. Experimental results demonstrate that algorithm selection significantly impacts system efficiency and resource utilization in heterogeneous environments, highlighting trade-offs between fairness, responsiveness, and scalability. The proposed framework provides a practical testbed for analyzing load balancing strategies in realworld application scenarios.
Cloud-based applications require architectures that can maintain efficient application loading and performance as workload increases. This study developed and experimentally evaluated three functionally equivalent e-commerce implementations: Monolithic, Baseline Microservices, and Proposed Microservices architectures....
Ikediego Henrietta Onyinyechi, A. Godspower, Chekwube Georgina Nwankwo et al.· International journal of re...· 0 citations
To overcome data movement bottlenecks, we propose a unified host and device interaction architecture for computational storage. Our framework facilitates data offloading through a host dispatch engine and a device admission controller. Evaluated using a storage simulator across vector and genomic datasets, our prototyp...
A dynamic vertical scaling strategy based on Proximal Policy Optimization, formulated as a Partially Observable Markov Decision Process, which jointly adjusts task allocations and prioritizes compliance with a p95 end-to-end latency Service Level Objective is presented.
Guilherme Hiago Costa dos Santos, C. Kayser, Tiago Ferreto· 0 citations
This paper analyzes the main influencing factors related to the formation mechanism and optimization path of cold starts, focusing on code download, instance startup, runtime initialization, and user code initialization, and summarizes methods such as container reuse, snapshot recovery, warm-up and elastic scaling, int...
This paper presents a novel hybrid segmented policy that reduces capacity requirements while keeping processing costs low and shows that dynamically adjusting the segment ratio in segmented policies based on historical workload patterns enhances efficiency.
The Linux default scheduler's fairness-oriented design frequently preempts short-running serverless functions, degrading Function-as-a-Service (FaaS) performance and increasing user costs. Existing solutions to remedy this problem propose custom OS scheduling policies based on custom kernels, external frameworks, or us...
Saman Akbari, Manfred Hauswirth· Proceedings of the 17th ACM...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
