How to create future proof data logistics? - Cor Zijlstra Onetrail

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Mariël Oolthuis

Een blik op de toekomst van datalogistiek in de supply chain door Cor Zijlstra (CTO Onetrail).

Data & Analytics

How to create future
proof data logistics?
Cor Zijlstra - CTO Onetrail

Number of
order data messages
per month?

Data volumes
393
504
0
100
200
300
400
500
600
January April
Thousands
Order Data Service this year

Data volumes
3.156
4.885 4.955
5.972
0
1000
2000
3000
4000
5000
6000
7000
2016 2017 2018 2019
Thousands
Order Data Service per Year
Total

Data volumes
2.576
2.667
3.559
3.692
4.340
0
500
1000
1500
2000
2500
3000
3500
4000
4500
5000
2015 2016 2017 2018 2019
Thousands
Number of products

Data volumes
81
160
462
488
550
0
100
200
300
400
500
600
2015 2016 2017 2018 2019
Number of sellers
Number of sellers

Challenges
Database
Supplier
Database
Buyer
Database
Onetrail Trading
Partner Network
Deliver data until 4:00 Deliver data before 8:00

Future insight: data services
› Mutatie graad van de data
› Snelheid van internet

Future insight: current data synchronisation
Database
Supplier
Database
Buyer
Database
Onetrail Trading
Partner Network

Future insight: but for price and availability
Database
Supplier
Database
Onetrail Trading
Partner Network
Data Service
Supplier
Data Service
Onetrail
Buyer
Application

Future insight: but for price and availability
Database
Supplier
Database
Onetrail Trading
Partner Network
Data Service
Onetrail
Buyer
Application

Future proof data logistics
OpenStack
Containers
Data storage and databases
Data services

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Download our special report, IoT Tech for the Manager: http://bit.ly/report1-slideshare IoT Meets Big Data: The Opportunities and Challenges as presented at the IoT Inc Business' Eighth Meetup. See: http://www.iot-inc.com/iot-meets-big-data-the-opportunities-and-challenges/ In our eighth Meetup we have Syed Hoda, Chief Marketing Officer of ParStream presenting “IoT Meets Big Data: The Opportunities and Challenges”. Come meet other business leaders in the IoT ecosystem and discuss the business issues you face in the Internet of Things. Presentation Abstract The Internet of Things (IoT) and Big Data have each made press headlines and continue to be board-level priorities. The intersection of IoT and Big Data is a fascinating area of innovation with tremendous scope for business impact. From industrial sensors to vehicles to health monitors, a huge variety of devices connects to the Internet and share information. At the same time, the cost to store data has dropped dramatically while capabilities for analysis have made huge leaps forward. How can analytics drive business benefits from IoT projects? What are the challenges in storing and analyzing huge amounts of real-world information? How can companies generate more value from their data? We will address these questions and also share our perspectives on innovative technologies enabling new IoT use cases.

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The most profitable insurance organizations will outperform competitors in key areas as personalized customer service, claims processing, subrogation recovery, fraud detection and product innovation. This requires thinking beyond the traditional data warehouse to the data fabric - an emerging data management architecture. In this webinar Andy Sohn, Senior Advisor at NewVantage Partners, and Bob Parker, Senior Director for Insurance at Cambridge Semantics, explore the role of the data discovery and integration layer in an enterprise data fabric for the Insurance industry. These are their slides.

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Socrates once said “The secret of change is to focus all your energy, not on fighting the old, but on building the new”. Organizations throughout the world must think about the new digital world and evaluate how to get from where they are today to where they need to be in the future! In this presentation we will look into the changing landscape which is driving this 4th Industrial Revolution and present some areas you might like to focus on as you reposition your organization to compete in an increasingly digital world. Esineja: Mark Torr (Microsoft)

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Watch full webinar here: https://bit.ly/3Ahd6iy Sempre più aziende stanno portando i propri workload sul cloud, sfruttando i vantaggi della agilità, rapidità e scalabilità tipiche di queste soluzioni. Secondo IDC entro la fine del 2021, la maggior parte delle aziende si attiverà per accelerare il passaggio a servizi applicativi e infrastrutture digitali incentrati sul cloud due volte più velocemente rispetto a prima della pandemia. Per aiutare le aziende ad accelerare e guidare questo processo di trasformazione digitale, Denodo grazie anche al supporto di partner di riferimento come Miriade ed avvalendosi dei servizi Amazon Web Services (AWS) è riuscita a creare soluzioni innovative per guidare le imprese in tutto il cloud journey. Migrare e gestire dati in località e cloud region diverse non è più un problema grazie alla Data Virtualization: Denodo ti consente di spostare i tuoi dati in cloud in modo semplice ed agile, e diverrà il singolo punto di accesso ai tuoi dati, ovunque essi si trovino. Questo ti permette di sfruttare al meglio le potenzialità degli strumenti che AWS ti mette a disposizione per lo storage e l'elaborazione dei tuoi dati, senza preoccuparti degli aspetti critici come la fase di migrazione e la gestione organica dei tuoi database. Quali sono i vantaggi di migrare sul cloud: +31% Risparmio medio dei costi sull'infrastruttura 62% Miglioramento della gestione dell'infrastruttura rispetto a quella locale 69% Riduzione dei tempi di inattività non pianificati 25 AWS region (di cui una in Italia) e 80 zone a livello globale Sei pronto ad accelerare il tuo futuro? Partecipa al webinar organizzato da Amazon Web Services (AWS), Denodo e Miriade il prossimo 27 maggio alle 11.00 per scoprire: - Come accelerare il passaggio dei tuoi workload sul cloud - Strutturare un cloud journey efficace ed efficiente - I vantaggi della data virtualization per la gestione di ambiti multicloud

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IoT is central to organizations that want to collect and process data, so they uncover business insights. It presents a huge opportunity for organizations across many sectors, from retail, manufacturing, to logistics, just to name a few. However even with the best proposal in place, and all the budget in the world, success with your IoT project isn’t guaranteed. In this session, Sam Vanhoutte breaks down the five major reasons IoT projects fail – and how you can make sure yours don’t.

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The volume, velocity and variety of data available is almost unthinkable. 90% of the world’s data is less than 2 years old, we are able analyze less than 5% of it and 80% of what people generally are looking at is less than 6 weeks old. Harnessing this data for effective decision making is a goal for organizations worldwide and has created a 50Billion dollar industry to provide tools and consulting. Even before “Big Data” Purchasing groups were swimming in data and struggled to put it to effective use. The success of Strategic Sourcing methodology had the effect of also identifying and standardizing the types and format of information that can be used to drive improvement. This discussion will connect how big data sources and methodology can be used to develop specific and relevant spend analytics. Also presented will be an illustration of how you can use data and tools you already have - to get immediate results and make you better prepared to evaluate the need for more powerful analytic tools. Finally will conclude with comments on how Big Data along with other disruptive digital trends will create a new required skill sets for Purchasing and Supply Chain Professionals and are transform how operate all ready.

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Edge data centers are the facilities that provide cached content and cloud computing resources to the end users. These facilities are situated close to the people that they serve and usually connect to a bigger central data center or multiple data centers. These centers help organizations mitigate latency and provide a greater user experience by processing data and other services closer to the end users.

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This is an example case study showing what big data can mean for a small website that generates just 5000 visits a day. It all depends on what we want do get from our assets like website traffic. If we only measure the number of people who visited our site, then we do not need to worry about “big data”. We just have to count total visits (5000 a day, 150 000 monthly). But by using just the simple measure we know nothing about our visitors / customers. So, it pretty useless. On the following slides we present what a website owner can gain from advanced website analytics and why big data technologies are recommended.

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Forecast to contribute £216 billion to the UK economy via business creation, efficiency and innovation, and generate 360,000 new jobs by 2020, big data is a key area for recruiters. In this QuickView: - Big data in numbers - Top 10 industries hiring big data professionals - Top 10 qualifications sought by hirers - Top 10 database and BI skills sought by hirers - Getting started in big data: popular big data techniques and vendors

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原版定制【微信:153539019】《(UCLA毕业证书）加州大学洛杉矶分校毕业证》【微信:153539019】成绩单、雅思、外壳、留信学历认证永久存档查询，采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信153539019】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信153539019】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。留信网认证的作用: 1:该专业认证可证明留学生真实身份 2:同时对留学生所学专业登记给予评定 3:国家专业人才认证中心颁发入库证书 4:这个认证书并且可以归档倒地方 5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息 6:个人职称评审加20分 7:个人信誉贷款加10分 8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才【关于价格问题（保证一手价格）】我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子我给客户的都是第一手的代理价格，因为我想坦诚对待大家不想跟大家在价格方面浪费时间对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。

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原版定制【微信:153539019】《(UWO毕业证书）西安大略大学毕业证》【微信:153539019】成绩单、雅思、外壳、留信学历认证永久存档查询，采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信153539019】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信153539019】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。留信网认证的作用: 1:该专业认证可证明留学生真实身份 2:同时对留学生所学专业登记给予评定 3:国家专业人才认证中心颁发入库证书 4:这个认证书并且可以归档倒地方 5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息 6:个人职称评审加20分 7:个人信誉贷款加10分 8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才【关于价格问题（保证一手价格）】我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子我给客户的都是第一手的代理价格，因为我想坦诚对待大家不想跟大家在价格方面浪费时间对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。

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Context 1. Make Insight-informed Decisions: Clinic collected data on heart disease diagnosis and other patient information, and wants to use the data to make insight-informed decisions. Objective 2. Predict Patient’s Well-being: To identify the rules that will predict whether a patient will have heart disease in the future, based on the data collected on him/her. Strategy 3. Deploy Decision Tree Model: Create a Decision Tree Model, with rules, to predict whether a patient will have a heart disease in the future based on collected data. 3.1 To train and evaluate the model 3.2 Boost the model’s performance 3.3 Conduct predictions Author: Anthony Mok Date: 18 Nov 2023 Email: xxiaohao@yahoo.com

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Context 1. Social Enterprise collected data on customers & wants to make insight-informed decisions. Objective 2. To identify customer segments to customised offers for each segment. Strategy 3. Explore & Clean data for analysis. 4. Perform K-Means Clustering, in Orange, to find possible segments in the customer data. 5. Tune the model to improve its performance. 6. Visualise the findings, share conclusions, and give insight-driven recommendations. Author: Anthony mok date: 18 Nov 2023 Email: xxiaohao@yahoo.com

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