创新及科技解决方案

解决方案编号

S-0153

解决方案名称

Dynatrace

解决方案描述

Manage IoT ecosystems the easy way with Dynatrace AI-powered, full stack monitoring.


Dynatrace is the only performance monitoring solution that is designed to automatically detect and analyze an IoT topology without any manual configuration. It delivers full operational insights into the complex ecosystem of technology: sensors, devices, gateways, networks, cloud environments, private data centers and applications. The AI-powered engine allows you to:

- Manage IoT complexity and scale with prioritized actionable alerts and insights

- Understand the impact and resolve issues affecting business-critical systems quickly and proactively, in real-time

- Ingest and understand health of diverse data sources from a wide variety of edge devices, simple sensors, to full blown servers and everything in between to understand performance, and create improvements in your IoT environment


AI-powered, full stack Dynatrace monitors not just the behavior of the back-end cloud platform, but also enables monitoring on the devices themselves.


Dynatrace does not monitor individual sensors - the minimum requirement for monitoring is that it can run its own code and perform actions and network transactions. However, communication between the sensor and the device could be an action which is monitored, e.g. activities, health, records timing, latencies, and errors to feed these metrics into the overall context of the application.


Dynatrace also does not capture the payload from a sensor; it is not a big data solution or a visualization tool for sensor data. Dynatrace is the solution for monitoring the entire ecosystem because proper IoT monitoring includes not just the device, but also IoT back-end applications and integration into business processes.

应用领域

广播

城市管理

气象

工商业

发展

教育

就业及劳工

环境

财经

食物

卫生

房屋

基础设施

法律及保安

人口

康乐及文化

社会福利

运输

使用的技术

人工智能

深度学习

物联网

机器学习

自然语言处理

使用例子

1. Smart cities - For example, controlling activation of streetlights, and increasing or decreasing brightness depending on current visibility. This manages costs and controls energy flow based on need. Dynatrace determines if devices are working, and if not, what is the problem, where is it occurring, and who should repair it.


2. Smart metering - Meters reduce operational costs and collect information about energy consumption, so that heating decisions can be based on fluctuating energy costs to optimize expenses. For example, Dynatrace reduces issues like energy theft by monitoring communication and connection issues and detecting and flagging anomalies.


3. Manufacturing operations - Sensor data is pre-processed on devices controlling the manufacturing process before being sent back for evaluation; improvements via software updates on devices can be delivered regularly. Dynatrace provides actionable data on deployment issues that minimize bad code and associated time and costs.


4. Healthcare - Sensitive healthcare equipment can be monitored so that critical devices are updated regularly with minimal effort. Dynatrace helps find deployment and performance issues at the exact code level, lowering risk, and saving time and costs.


5. Off-site oil and gas - Monitors pipelines which can be thousands of miles long; gathers and processes data from sensors which send notifications when anomalies occur – such as leaks or theft of energy. Dynatrace identifies if device is sending and receiving data, and flags the location of issues.


6. Fleet Management - Anomalies trigger alarms and the collected data can be sent from vehicles to smart-panic emergency systems to avoid accidents. If there is an emergency the vehicle can be remotely disabled. Dynatrace ensures that devices are sending data on time and that back-end services are running error-free to make the best emergency decisions.


7. Agriculture - Many use cases, including knowing how much is remaining in a fodder container, or understanding details about the watering level of every single corner in the field. This helps to identify problems like water adjustments or empty containers to minimize risks to crops and livestock. Dynatrace maps all connections and devices and reports on performance, identifying issues and locations of variances.


8. Retail - Consumers get customized offers on their mobile devices for an engaging in-store-experience, sold items can be equipped with sensors to improve customer service. If a problem occurs, a service team can be automatically notified to proactively help the customer. Dynatrace provides visibility at key connection points and identifies whether the customer is having a good or bad experience for faster remediation and continuous improvement.


9. Connected home - Used in a variety of ways, for example heating, lights, oven, and alarm systems. All of these can be monitored for proper function and performance. Dynatrace assures connections are error free, and if not, identifies the problem and its root cause.


10. Wearables - As an example, a smart watch may capture biometric readings and use this medical data to improve patient treatment, prevent illness or even detect emergencies and notify the proper authorities. Data could also connect with health insurance providers to access discounts for exercising. Dynatrace can help to show if the connections are working, and if issues occur, locate problem points down to the OS and code level for faster repair or resolution.

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