公司规模
Mid-size Company
地区
- Europe
国家
- France
产品
- Dataiku
- Kubernetes
- AWS EKS
技术栈
- Python
- R
- Spark
实施规模
- Enterprise-wide Deployment
影响指标
- Cost Savings
- Digital Expertise
- Productivity Improvements
技术
- 基础设施即服务 (IaaS) - 云计算
- 平台即服务 (PaaS) - 数据管理平台
适用行业
- 运输
适用功能
- 商业运营
用例
- 车队管理
- 预测性维护
- 供应链可见性(SCV)
服务
- 云规划/设计/实施服务
- 数据科学服务
关于客户
Heetch 是一家法国公司,成立于 2013 年,旨在通过提供流畅的用户体验让出行更加便捷。自成立以来,该公司迅速发展到拥有 250 名员工,并从司机、乘客、全球运营等各个方面收集了大量数据。然而,随着数据量的增长,该公司难以扩展利用这些数据的能力。五年来,数据仓库成本不断上升,性能也受到影响。该公司需要找到一种解决方案,让组织中的任何人都能处理大量数据,同时确保优化资源分配。
挑战
Heetch 是一家成立于 2013 年的法国公司,目前已迅速发展到拥有 250 名员工,他们共同致力于一个目标:通过提供流畅的用户体验,让出行更加便捷。自成立以来,该公司已经从司机、乘客、全球运营等各个方面收集了大量数据,但他们却难以扩展实际利用这些数据的能力。五年来,数据仓库成本不断上升,随着数据量的增加,性能也受到影响。该公司需要找到一种解决方案,让组织中的任何人都能处理大量数据,同时确保优化资源分配。
解决方案
2019 年,Heetch 选择 Dataiku 作为其构建数据管道和处理原始数据的唯一平台,并与 Looker 配合使用,以实现这些流程的无缝可视化和探索。除了作为 Heetch 可以集中知识和最佳实践的平台之外,该团队还利用 Dataiku 和 Kubernetes 来解决他们的主要痛点:利用数据,同时保持良好的性能和合理的成本。得益于 Dataiku 与主要云供应商的托管 Kubernetes 服务的原生集成,Heetch 能够非常快速地集成其 AWS EKS 集群,并看到其数据的价值大幅提升。团队现在可以轻松卸载资源密集型工作负载,例如大型 Python 和 R 作业,以及利用 EKS 集群来分配计算和运行 Spark 作业。使用 Dataiku 意味着任何 Heetch 员工都可以使用和访问此功能,无论他或她在分布式计算方面的知识如何 - Dataiku 消除了复杂性。
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Airport SCADA Systems Improve Service Levels
Modern airports are one of the busiest environments on Earth and rely on process automation equipment to ensure service operators achieve their KPIs. Increasingly airport SCADA systems are being used to control all aspects of the operation and associated facilities. This is because unplanned system downtime can cost dearly, both in terms of reduced revenues and the associated loss of customer satisfaction due to inevitable travel inconvenience and disruption.
Case Study
IoT-based Fleet Intelligence Innovation
Speed to market is precious for DRVR, a rapidly growing start-up company. With a business model dependent on reliable mobile data, managers were spending their lives trying to negotiate data roaming deals with mobile network operators in different countries. And, even then, service quality was a constant concern.
Case Study
Digitize Railway with Deutsche Bahn
To reduce maintenance costs and delay-causing failures for Deutsche Bahn. They need manual measurements by a position measurement system based on custom-made MEMS sensor clusters, which allow autonomous and continuous monitoring with wireless data transmission and long battery. They were looking for data pre-processing solution in the sensor and machine learning algorithms in the cloud so as to detect critical wear.
Case Study
Cold Chain Transportation and Refrigerated Fleet Management System
1) Create a digital connected transportation solution to retrofit cold chain trailers with real-time tracking and controls. 2) Prevent multi-million dollar losses due to theft or spoilage. 3) Deliver a digital chain-of-custody solution for door to door load monitoring and security. 4) Provide a trusted multi-fleet solution in a single application with granular data and access controls.
Case Study
Vehicle Fleet Analytics
Organizations frequently implement a maintenance strategy for their fleets of vehicles using a combination of time and usage based maintenance schedules. While effective as a whole, time and usage based schedules do not take into account driving patterns, environmental factors, and sensors currently deployed within the vehicle measuring crank voltage, ignition voltage, and acceleration, all of which have a significant influence on the overall health of the vehicle.In a typical fleet, a large percentage of road calls are related to electrical failure, with battery failure being a common cause. Battery failures result in unmet service agreement levels and costly re-adjustment of scheduled to provide replacement vehicles. To reduce the impact of unplanned maintenance, the transportation logistics company was interested in a trial of C3 Vehicle Fleet Analytics.
Case Study
3M Gains Real-Time Insight with Cloud Solution
The company has a long track record of innovative technology solutions. For example, 3M helps its customers optimize parking operations by automating fee collection and other processes. To improve support for this rapidly expanding segment, 3M needed to automate its own data collection and reporting. The company had recently purchased the assets of parking, tolling, and automatic license plate reader businesses, and required better insight into these acquisitions. Chad Reed, Global Business Manager for 3M Parking Systems, says, “With thousands of installations across the world, we couldn’t keep track of our software and hardware deployments, which made it difficult to understand our market penetration.” 3M wanted a tracking application that sales staff could use to get real-time information about the type and location of 3M products in parking lots and garages. So that it could be used on-site with potential customers, the solution would have to provide access to data anytime, anywhere, and from an array of mobile devices. Jason Fox, Mobile Application Architect at 3M, upped the ante by volunteering to deliver the new app in one weekend. For Fox and his team, these requirements meant turning to the cloud instead of an on-premises datacenter. “My first thought was to go directly to the cloud because we needed to provide access not only to our salespeople, but to resellers who didn’t have access to our internal network,” says Fox. “The cloud just seemed like a logical choice.”