Vivint Drives Smart Home Automation With Datameer
公司规模
Large Corporate
地区
- America
国家
- United States
产品
- Vivint touchscreen panel
- Datameer
技术栈
- Hadoop
- Datameer
实施规模
- Enterprise-wide Deployment
影响指标
- Customer Satisfaction
- Productivity Improvements
技术
- 分析与建模 - 大数据分析
- 应用基础设施与中间件 - 数据交换与集成
适用行业
- 建筑物
适用功能
- 设施管理
用例
- 楼宇自动化与控制
- 预测性维护
服务
- 数据科学服务
关于客户
Vivint is the largest home automation company in North America, leading the charge in the data-driven, connected home movement. The company serves more than 800,000 homes with its touchscreen panel, the hub through which all of their other products communicate. This creates a streamlined network that connects all of the home’s smart systems including security, HVAC, lighting, small appliances, video, and other devices. As a part of the Internet of Things and big data, Vivint’s solutions enable homes to be smarter, safer, and more energy efficient for its customers.
挑战
Vivint, the largest home automation company in North America, was facing a challenge with their analytics infrastructure platform, Hadoop. The team was spending too much time on mundane, technical tasks preparing and integrating the data rather than doing actual, value-added analysis. They were looking for a solution that could make their staff more efficient and seamlessly integrate with their Hadoop analytics platform. Another key consideration was the ability to integrate and analyze not just row data but also streaming data, which is a key component to their smart home analytics solution to big data for Internet of Things.
解决方案
After reviewing a number of technology options, Vivint selected Datameer as their big data analytics solution. Datameer is used to join and analyze terabytes worth of data collected from its Internet of Things solution and various in-home automation, security, and energy management devices, including thermostats, smoke alarms, automatic locks and door and window sensors to better understand usage patterns and improve services. Unlike most traditional business intelligence or data analytics tools that sit on top of traditional databases and require data modeling, Datameer uses Hadoop as its underlying storage and compute platform. This allows analysts to work with raw structured, semi-structured, and unstructured data sources fluidly when dealing with big data and Internet of Things.
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