市政停车服务：揭示驾驶员的停车行为以释放新的商业机会
地区
- America
国家
- United States
产品
- IBM BigInsights
- SoftLayer
- Findability Platform
- MPS Sentry meters and software
技术栈
- Cloud-based analytics
- Hadoop
实施规模
- Enterprise-wide Deployment
影响指标
- Productivity Improvements
- Customer Satisfaction
技术
- 分析与建模 - 大数据分析
- 基础设施即服务 (IaaS) - 云计算
适用行业
- 城市与自治市
适用功能
- 物流运输
用例
- 实时定位系统 (RTLS)
- 质量预测分析
服务
- 云规划/设计/实施服务
- 数据科学服务
关于客户
市政停车服务公司 (MPS) 是一家设计、开发、制造和销售技术先进的停车解决方案的公司。他们的专利 Sentry Meter 和 SAAS 软件是联网设备，内置触摸屏和摄像头，可实时捕捉驾驶员和停车行为的数据。该公司的目标是通过帮助驾驶员找到、停车和支付可用停车位来实现停车公平。这些计费器的七英寸乘四英寸彩色屏幕还提供有关当地区域的信息，并使用摄像头和传感器捕捉违规行为的确凿证据。MPS 旨在分析这些计费器的数据，以开发更智能的停车服务。
挑战
市政停车服务 (MPS) 设计、开发、制造和销售技术先进的停车解决方案，例如其专利的 Sentry Meter 和 SAAS 软件——一种内置触摸屏和摄像头的联网设备，可捕捉有关驾驶员和停车行为的实时数据。在大多数城市，停车位是一种未得到充分利用的资产。很少有城市拥有充分执行停车规则的资源。因此，由于执法人员不足，估计只有 50% 的人遵守并全额支付停车费，只有 20% 的违规行为真正受到处罚。MPS 希望分析这些仪表的数据以开发更智能的停车服务，但庞大的数据量使这一目标难以实现。
解决方案
MPS 实施了 Findability 平台，这是由 Findability Sciences 开发的复杂报告和分析解决方案，由 IBM BigInsights® 技术提供支持，并在 SoftLayer® 的云中运行。这种架构允许 MPS “获取”其所有仪表数据，将其与天气数据和其他外部数据相结合，并对其进行快速分析。由于每个仪表每天产生大约 500 个数据会话，因此处理大量、高速数据的能力至关重要。IBM BigInsights 为 Findability 平台添加了一个重要的分析组件，使客户能够从大量数据中发现有关客户行为的关键见解。Findability Sciences 在 IBM 最先进的云平台 SoftLayer 上运行 Findability 平台和 IBM BigInsights。SoftLayer 提供专用的虚拟服务器环境来支持 MPS 的停车分析解决方案，该解决方案托管在美国 IBM 的数据中心。
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