Many IoT projects fail primarily due to inaccurate project forecasts leading to excessively high operational costs. One of the main factors contributing to this issue, and also a major contributor to device costs, is the volume of data transmitted. Therefore, choosing an efficient method for communication between IoT devices and applications can help alleviate this … Read more
Ensuring system scalability is one of the core goals of our architectural design work. There are many ways to achieve scalability, and the JDK itself has a built-in SPI (Service Provider Interface) mechanism to help developers dynamically load various implementation classes, as long as these implementation classes follow certain development specifications. On the other hand, … Read more
The “Language Barrier” of AI Agents and the Path to Breakthrough As AI agents driven by large language models (LLMs) accelerate their deployment in enterprises and research, an unexpected yet crucial issue has emerged—communication barriers. In today’s ecosystem of intelligent agents, while they possess autonomous reasoning, planning, and execution capabilities, they struggle to collaborate with … Read more
The micro modular data center solution is suitable for enterprise-level and small to medium-sized data centers, featuring modular assembly, high cooling efficiency, reduced space requirements, and lower PUE (Power Usage Effectiveness, total energy consumption of the data center / energy consumption of IT equipment). Components of the Micro Modular Channel enclosure / Power distribution unit … Read more
Enterprise-Level Python Application Architecture Design and Best Practices 1. Introduction Python’s role in enterprise application development is becoming increasingly important. Its concise syntax, rich ecosystem, and strong community support make it an ideal choice for building large enterprise applications. As business scales, designing an efficient, scalable, and maintainable Python architecture becomes a key challenge. This … Read more
★ Click the blue text above to follow ★Author: Beijing Huaxing Wanbang Management Consulting Co., Ltd. Xiangyu Shangrui As large models continue to evolve, they are pushing inference applications to edge and endpoint devices on a large scale. New AI application scenarios and models such as IoT intelligence, embodied intelligence, AI agents, and physical AI … Read more
Flow Factory: Real-Time Analysis of 195TB of Data Using PyJWT Last November, I took on a challenging project where the client required processing nearly 200TB of IoT sensor data with real-time analysis. At first, I thought: this task is quite daunting, and traditional solutions would definitely struggle. After two weeks of effort, the distributed flow … Read more
Source: Network Technology Alliance Hello, this is the Network Technology Alliance. NVGRE and VXLAN are both technologies used for virtualizing data center networks, aimed at addressing issues in traditional network architectures such as isolation, scalability, and performance. Although they share similar goals, they differ in their implementation methods and several key aspects. This article will … Read more
Click the blue text to follow us 01 Which feature in the Red Hat Ansible Automation Platform can help users efficiently develop scalable automation content? A. Automation Execution Environment B. Automation Controller C. Automation Content Browser D. Automation Analytics Click the blank space to see the answer Answer: C Explanation: The Ansible Automation Platform offers … Read more
Recently, a paper titled “Do LoRa Low-Power Wide-Area Networks Scale?” published by Martin Bor and Utz Roedig from Lancaster University, UK, pointed out that the scalability of LoRaWAN is currently not very good based on the deployments and tests conducted. According to the tests in the paper, a single LoRaWAN gateway can stably support 120 … Read more