小程序
传感搜
传感圈

Why Too Many IoT Adopters Get Stuck—And How Middleware Is the Solution

2022-11-18
关注

Middleware: The Solution for Massive IoT Deployments
Illustration: © IoT For All

It’s hard to say exactly how many IoT projects fail. You’ll find figures ranging from 58 to 76 percent, and more. To be honest, it’s unlikely that any of these numbers reflect the current state of the industry today. The field moves so quickly; this morning’s failure rate may be outdated by the afternoon. Besides, there is a better question to ask: Why do IoT projects fail? Answers will differ dramatically from one type of IoT project to the next, so let’s narrow our field of inquiry. Massive IoT deployments—those including 20,000 or more devices at the edge—face their own challenges. According to Microsoft’s 2021 IoT Signals report, 28 percent of organizations fail to expand IoT initiatives because projects are “too complex to implement” due to “technology demands.” Here is an explanation of the problem—and how to solve it using middleware to create future-proof massive IoT systems that accelerate time-to-value, provide limitless scalability, and eliminate IT headaches for good. 

'Once you find a middleware platform that is the right fit, you’ll be prepared for a massive, hybrid IoT deployment that works seamlessly.' -UnaBizIoTClick To Tweet

The Challenge of Massive IoT Deployments

Large IoT systems rarely rely on a single connectivity technology. For example, take a smart utility metering system that operates across a broad region. Some smart meters will provide the most value by connecting through cellular networks, whether that’s LTE-M or NB-IoT. Others may fall within LoRaWAN coverage, or provide cost-savings on a Sigfox network. A mix of these technologies—what IoT integrators call a “hybrid deployment”—usually provides the best ROI for such a massive IoT project.      

On the device side, a hybrid deployment is simple enough; you just select smart meters to match the multiple network technologies across your coverage area. The trouble comes when it’s time to push device data through to your business platform. Most IoT business platforms don’t support multiple connectivity technologies. That is because each type of connectivity uses different file types and protocols to push data. You might plan to run an all-cellular IoT system today, but does that prepare you for growth in a year, five years, or 10? As you add new devices or connectivity technologies, you’ll have to alter your business platform to accept new protocols. That usually means three to six months of IT development, at a significant cost. Luckily, the solution to this challenge is already here: IoT middleware platforms.  

What is A Middleware Platform?

What exactly is an IoT middleware platform? It is essentially a data-processing layer that sits between hybrid IoT networks and business platforms. Middleware accepts data from all the network types in a hybrid deployment. It aggregates that data, converts it from machine-readable to human-readable formats, and pushes it quickly to the business platform, where you can use it to speed up better business decisions. With a middleware platform, it’s easy to deploy multiple network technologies at the edge—without costly development on your business platform. That’s the core value of IoT middleware, and it’s particularly valuable for massive IoT projects.

Benefits of Middleware

Companies that add middleware to their massive IoT projects report a range of benefits, including: 

  1. Cost savings: Without middleware, IT departments have to create at least one full-time position, hiring someone with the skill set to convert data from machine-readable to human-readable formats. Middleware does it automatically.

  2. Faster time to market: Middleware integrates all the devices in a hybrid deployment into the system quickly, so you can activate them in the field without weeks (or months, or even years) of preparation.

  3. Faster time to insight: By aggregating and preprocessing data from the edge, middleware places it in the hands of decision-makers much faster. It eliminates many of the data delays that make it hard to respond quickly to changing conditions.  

  4. Limitless scalability: Many IoT projects run into difficulty when they have to scale up the operation. With a middleware platform, you can go from 100 devices to 100,000 without straining the IT infrastructure. 

Middleware providers are ready to grow with the industry. As new protocols and connectivity technologies reach maturity, they’ll add them to their platforms. That makes your massive IoT project effectively future-proofed, no matter where IoT technology takes us tomorrow. But how do you know which middleware platform is best for your project? 

5 Questions to Ask Middleware Providers

There are multiple IoT middleware platforms on the market. Some of these focus on specific verticals—utilities, facilities management, asset tracking, etc.—while others offer a more general suite of services. Start by finding a middleware provider that offers expertise in your industry. Next, ask these five questions to find the ideal middleware partner.

#1: Where, geographically, does the platform route data?

In many industries, data is legally bound to remain within certain regions or nations. If this data sovereignty affects your business, be sure to ask middleware providers if they can support your needs.

#2: Are APIs available for data transfer? 

Ideally, a middleware platform should be invisible and fully integrated into your business platform. The best way to accomplish this is through APIs—but not all middleware platforms offer API integration. An API-first option will make things easier on your operations team, with the middleware platform quietly doing its job in the background. 

#3: What support do you offer?

In any massive IoT project, issues will arise. Look for a middleware provider that provides comprehensive documentation, plus strong support teams that can always answer your questions.  

#4: How does the platform handle security?     

Large-scale IoT projects may require security certifications, such as ISO 27001—but not all middleware platforms comply with these standards. Choose one that does.

#5: What additional services are you working on?

A middleware provider is a long-term partner; in many industries, you’ll be working with them for 8-10 years at least. So, it is helpful to know what services they’re planning to roll out—and whether they’ll listen to your feedback to make beneficial changes over the years. 

Hybrid IoT Deployment

Once you find a middleware platform that is the right fit, you’ll be prepared for a massive, hybrid IoT deployment that works seamlessly—today, tomorrow, and long into the future. Middleware solves the problem that leads to half of IoT failures in massive deployments. Our advice? Take advantage of this technology. 

Tweet

Share

Share

Email

  • Big Data
  • Cloud Software
  • Connectivity
  • Data Analytics
  • Internet of Things

  • Big Data
  • Cloud Software
  • Connectivity
  • Data Analytics
  • Internet of Things

参考译文
为什么太多物联网采用者陷入困境——中间件如何成为解决方案
很难说到底有多少物联网项目失败了。你会发现这个数字从58%到76%不等,甚至更多。说实话,这些数字不太可能反映当今行业的现状。磁场移动得如此之快;今天早上的失败率到下午可能就过时了。此外,还有一个更好的问题要问:为什么物联网项目会失败?不同类型的物联网项目的答案会有很大的不同,所以让我们缩小我们的调查范围。大规模的物联网部署——包括2万台或更多的边缘设备——面临着自身的挑战。根据微软2021年物联网信号报告,28%的组织未能扩大物联网计划,因为由于“技术需求”,项目“太复杂而难以实施”。以下是对这个问题的解释,以及如何使用中间件来解决这个问题,以创建面向未来的大规模物联网系统,加速实现价值的时间,提供无限的可伸缩性,并永远消除it难题。大型物联网系统很少依赖单一的连接技术。例如,以一个跨大区域运行的智能公用事业计量系统为例。通过连接蜂窝网络,一些智能电表将提供最大的价值,无论是LTE-M还是NB-IoT。其他可能在LoRaWAN覆盖范围内,或在Sigfox网络上提供成本节约。这些技术的混合——物联网集成商称之为“混合部署”——通常为如此大规模的物联网项目提供最佳的投资回报率。在设备端,混合部署非常简单;您只需选择智能电表来匹配您覆盖区域内的多种网络技术。当需要将设备数据推送到业务平台时,问题就来了。大多数物联网业务平台不支持多种连接技术。这是因为每种类型的连接使用不同的文件类型和协议来推送数据。你现在可能计划运行一个全蜂窝物联网系统,但这是否为未来一年、五年或10年的增长做好了准备?当您添加新的设备或连接技术时,您必须更改业务平台以接受新的协议。这通常意味着3到6个月的IT开发时间,花费巨大。幸运的是,解决这一挑战的方案已经存在:物联网中间件平台。物联网中间件平台到底是什么?它本质上是一个位于混合物联网网络和业务平台之间的数据处理层。中间件在混合部署中接受来自所有网络类型的数据。它聚合这些数据,将其从机器可读的格式转换为人类可读的格式,并迅速将其推送到业务平台,在那里您可以使用它来加快更好的业务决策。通过中间件平台,可以很容易地在边缘部署多种网络技术—无需在业务平台上进行成本高昂的开发。这是物联网中间件的核心价值,对大规模物联网项目尤其有价值。在大型物联网项目中添加中间件的公司报告了一系列的好处,包括:中间件提供商已经准备好与行业一起成长。随着新的协议和连接技术的成熟,他们将把它们添加到自己的平台上。这将使您的大规模物联网项目有效地防未来,无论未来物联网技术将把我们带到哪里。但是您如何知道哪个中间件平台最适合您的项目呢?市场上有多种物联网中间件平台。其中一些专注于特定的垂直领域——公用事业、设施管理、资产跟踪等——而另一些则提供更通用的服务套件。首先要找到在您的行业中提供专业知识的中间件提供商。接下来,问以下五个问题来寻找理想的中间件合作伙伴。 在许多行业中,数据在法律上必须只保留在某些地区或国家内。如果这种数据主权影响到您的业务,请务必询问中间件供应商是否可以支持您的需求。理想情况下,中间件平台应该是不可见的,并且完全集成到业务平台中。实现这一点的最佳方法是通过API—但并非所有中间件平台都提供API集成。api优先的选项将使操作团队的工作更容易,中间件平台在后台悄悄地完成它的工作。在任何大型物联网项目中,都会出现问题。寻找提供全面文档的中间件供应商,以及总是能回答您问题的强大支持团队。大型物联网项目可能需要安全认证,如ISO 27001 -但并非所有中间件平台都符合这些标准。选择一个这样的。中间件提供者是长期合作伙伴;在很多行业,你至少要和他们一起工作8-10年。因此,了解他们计划推出什么服务——以及他们是否会倾听您的反馈,以便在未来几年做出有益的更改,是很有帮助的。一旦您找到合适的中间件平台,您就可以为大规模的混合物联网部署做好准备,它可以无缝地工作——今天、明天,甚至很长一段时间。中间件解决了大规模部署中半数物联网失败的问题。我们的建议?充分利用这项技术。
您觉得本篇内容如何
评分

评论

您需要登录才可以回复|注册

提交评论

iotforall

这家伙很懒,什么描述也没留下

关注

点击进入下一篇

面向企业主的光学字符识别技术

提取码
复制提取码
点击跳转至百度网盘