Leveraging Azure DevOps across the EnterpriseAndrew Kelleher
In this presentation we exploring how teams across the enterprise can leverage Azure DevOps' by diving into its different capabilities and services. Specifically in the context of Azure platform teams that can leverage agile and DevOps practices when deploying and supporting services within Azure.
Leveraging Azure DevOps across the EnterpriseAndrew Kelleher
In this presentation we exploring how teams across the enterprise can leverage Azure DevOps' by diving into its different capabilities and services. Specifically in the context of Azure platform teams that can leverage agile and DevOps practices when deploying and supporting services within Azure.
What’s attractive in Rakuten Technology Conference 2016. (English Version)Rakuten Group, Inc.
Here is what's attractive in Rakuten Technology Conference 2016 which will be held in Rakuten Crimson House.
This includes photos of our previous conference and this year's guest speakers.
Please feel the atmosphere and participate with your friends and family.
We are looking forward to seeing you.
Bare Metal Provisioning for Big Data - OpenStack最新情報セミナー(2016年12月)VirtualTech Japan Inc.
Bare Metal Provisioning for Big Data - OpenStack最新情報セミナー(2016年12月)
講師:崔 祐碩(Rakuten)
アジェンダ:
- Virtualization VS Bare Metal
- About Bare Metal management system at Rakuten
- Ready to Provisioning
- What is Next?
Track SMS Plugin is an advanced plugin for your SMS account which enables you to track each and every SMS, providing you with detailed insights regarding how your customers are engaging with your SMS. It's a perfect tool to measure the reach and success of your SMS Campaigns.
I was challenged to come up with a concept for an app that simplifies the the Take-A-Number systems that are so prevalent in banks and DMVs everywhere. This presentation documents my design process and provides insight into the factors that led to the final mockup.
Achariya has taken this a step further by enhancing the impact and effectiveness of Bus Booking Engine while keeping a keen eye on its business aspects. We have got on-board India’s major bus operators, giving us the capability to cover over 60,000 routes in India.
Flight Booking service made much easier and flexible with our Cloud Flight Booking Engine. Designed & Developed after thorough research and analysing of different available Flight Booking Engine in the industry. Our Engineers & Business Research departments have spent more than a year to make a better platform than existing.
Agile Implementation @ MakeMyTrip : Presented By Manoj JainoGuild .
There are many organizations which are on way of implementing agile/scum as there development process. Though there is distinct context for every organization, still there are various things that they can learn from others experiences.
This session will focus on experiences of agile implementation journey at MakeMyTrip.
From Stable of CupShup, a pioneer of Paper Cup Advertising in India, the campaign for Ola Cabs was done in Mumbai. Paper Cup Advertising is one of the most effective medium of advertising. The campaign was a success creating brand awareness among working Professionals of Mumbai through Paper cup advertising.
I was brought on to produce some high-fidelity wireframes for one section of a large travel app -- the checkout process after the user had selected a hotel. A lot of assumptions had to be made and many factors had to be carefully considered while creating the app flow and wireframes.
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdfJames Anderson
GraphQL - Industry insights on the rise of the supergraph
Exploring what we’ve learned from hundreds of organizations transforming their business and customer experiences with GraphQL & the supergraph.
In his talk and Q&A session, Dan Boerner will share insights and best practices from his experience working with hundreds of companies working to unblock their teams and backlogs with the supergraph—a new layer of the stack. He’ll share real-world examples to explore why GraphQL and its architectural advantages must be coupled with leadership, vision, team empowerment, and mindset shifts to truly transform the way enterprises build, deliver and organize themselves to create digital products. As Apollo’s Graph Champion, Dan leads Apollo’s community of 800+ GraphQL leaders from 350 companies. Before joining Apollo, Dan led Expedia Group’s effort to radically accelerate the delivery of improved customer experiences with a company-wide supergraph.
Dan is passionate about helping graph champions harness the transformative power of the supergraph to improve product development and digital customer experiences. At Apollo, he leads a community of hundreds of GraphQL champions working to drive transformation within their organizations. He joined Apollo after a long tenure at Expedia Group where he led the effort to create a company-wide supergraph transforming product development and delivery, and enabling the organization to roll out their new trips platform in 1 year instead of 3.
https://youtu.be/0Vucl1qVecM
Grokking TechTalk #29: Building Realtime Metrics Platform at LinkedInGrokking VN
Bài techtalk của anh Khải Trần nói về hệ thống data pipeline của LinkedIn được dùng để thu thập hàng chục tỷ messages mỗi ngày, và cách họ chạy hệ thống real-time processing để thống kê lượng dữ liệu này cho mục đính metrics monitoring.
1 số điểm bài talk sẽ chia sẻ:
- Giới thiệu về hệ thống unified metrics platform của LinkedIn
- Cách LinkedIn setup hệ thống BigData pipeline dùng Kafka, HDFS, Apache Calcite và Apache Samza.
- Khái niệm nearline storage, và cách LinkedIn chuyển từ offline architecture sang nearline architecture.
Speaker: Khai Tran, Staff Software Engineer - LinkedIn.
- Hiện đang là staff software engineer ở LinkedIn, phụ trách hệ thống metrics monitoring system. Trước đây từng làm ở Amazon AWS và Oracle.
- PhD, University of Wisconsin-Madison, nghiên cứu về Database Systems.
ManekTech is leading a mobile and software development outsourcing company India, who offers the best Enterprise application solution for your business. Our professional expert team of developers and programmers who provide a better solution in Microsoft.NET, SharePoint, Java, PHP, Open Source & Mobile Apps Development.
Asp.net Web Application Development Services | ManekTechManekTech
ManekTech is one of the best Microsoft.NET application development company in India, offers Asp.Net web, mobile app development services and solutions across to our clients.
Manektech is Umbraco Development Company in India, which providing top-notch Umbraco CMS web design & development services. Our certified Umbraco experts team builds a website for complex application development services and solutions for your business.
Microservices are a well-established architecture applied by many organizations around the world to build scalable and fault-tolerant backend systems. But as these systems grow so does the number of services in them. And this brings many challenges when we want to introduce new functionality. For a simple feature, engineers may need to spend a lot of time designing the end to end flow, changing code in multiple services and setting up complex test scenarios. During this talk, we’ll explore how to evolve a microservice architecture to be easily extensible based on some lessons learned from running 5000 microservices in production. We’ll go over different architectural patterns and open source tools that we can use to make it easy for all engineers to understand, extend and be more and more productive in such big complex systems.
Introduction to WSO2 Analytics Platform: 2016 Q2 UpdateSrinath Perera
In this talk, we will discuss about the WSO2 Data Analytics platform that brings together all the technologies into one platform. It lets you collect data through a one sensor API, process it using batch, realtime or predictive technologies and communicate your results all within a single platform and user experience.
More details https://iwringer.wordpress.com/2015/03/18/introducing-wso2-analytics-platform-note-for-architects/
Conquering the Lambda architecture in LinkedIn metrics platform with Apache C...Khai Tran
Metrics play an important role in data-driven companies like LinkedIn, where we leverage them extensively for reporting, experimentation, and in-product applications. We built an offline platform to help people define and produce metrics driven through their transformation code, mostly in Pig or Hive, and metadata-rich configurations. Many of our users would like to look at these metrics in a real-time fashion. To support this, we recently built an extension to the platform that auto-generates Samza real-time flow from existing offline transformation code with just a single command. Combining with the existing offline platform, we delivered Lambda architecture without maintaining multiple code bases.
In this talk, we will describe how we use Apache Calcite to translate our offline logic, served as the single source of truth, into both Samza code and configuration for real-time execution.
What is API and how is it important for the travel services?
API stands for Application Programming Interface. It is basically a technology that helps people to connect with people by providing various types of travel services. API has many benefits in store for you in numerous ways. If you are running a travel business, then there are chances that you might be given various tour packages. But now people expect a lot more than that.
Without a proper API system, you cannot offer all the necessary information or the details to your clients. If you are still not convinced to use API, then we have brought you a list of the advantages of API in the travel sector.
• You will get an opportunity to extend and enhance your revenue for the existing channels.
• Your travel services will get a wider reach in terms of everything.
• External sources of innovation and increase the profit graphs.
What Is Travel Portal API?
BookingXML is designed to bring the most cost-effective solution to building travel portal API. Equipped with the cutting edge in online tools, up and running in a few days and entirely customizable! Our Content Management System will allow you to dynamically control most of your travel website's content without the need for an expensive web designer.
The package includes all the necessary functionalities required to run an advanced search and online reservation system with a fully web-based administration interface and online booking management features.
We are here to fulfil your request in terms of web solutions like e-commerce solutions, Hotel booking engine, Travel Website development, Travel portal development and travel booking engine. BookingXML Travel Portal API offers programmatic connection to functions that allow clients to book hotels, flights, cars, and tours from the developer's websites.
How is Travel Portal API XML Integration Beneficial?
Travel Portal allows users to make bookings through Expedia and Aviator using its interface. API Integration is the end-to-end process of fetching data from a travel API provider and displaying it to the other website.
The website will be designed and developed according to the client’s requirements. Our Travel Portal API cost is very sensitive based on your functionality and modules integrated into your travel portal. We have expertise in travel portal software with API solutions to give transparency and protect web portal development services.
BookingXML integrated technology tools work together to improve efficiencies, increase productivity and promote agency growth. With the network behind you, the tools that showcase your experience are always one step ahead. This will give access to test feeds but the rates will change considerably from the supplier’s live rates. The BookingXML API document involves all technical details about the API and what is contained in it, such as the various rules, parameters, and services.
https://www.bookingxml.com/travel-portal-api.php
This deck covers why API Driven integrations are important, API and Integration strategy and approaches, WSO2 Integration suite functionality to support API driven Integration, and how to successfully implement API driven Integration.
In my presentation, I will summarize the applied and practical aspects of creating sustainable software products. What does it mean - "green" software for users and developers? I want to explain how creating “green” software can be driven by multiple organizational layers. And how building “green” software products can help the organization increase overall software product efficiency.
This presentation introduces the OWASP Top 10:2021.
It explains how to look at the data related to OWASP Top 10:2021, and provides detailed explanations of items with distinctive data. It also introduces the OWASP Project related to each item.
Functional Programming in Pattern-Match-Oriented Programming Style <Programmi...Rakuten Group, Inc.
Research Scientist Satoshi Egi gave a presentation, Functional Programming in Pattern-Match-Oriented Programming Style, at the 2021 <Programming> conference (March 22-26). The presentation focuses on his 2020 research paper, which advocates a new programming paradigm called pattern-match-oriented programming.
Invited talk on AR/SLAM and IoT in ILAS Seminar :Introduction to IoT and
Security, Kyoto University, 2020.
(https://www.z.k.kyoto-u.ac.jp/freshman-guide/ilas-seminars/ )
◆登壇者: Tomoyuki Mukasa
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
[Rakuten TechConf2014] [B-6] Rakuten Travel Architecture and Development Process
1. Rakuten Travel Architecture and
Development Process
October/25/2014
Shunsuke Hoshino / Mitsuru Saito
Travel Development Department, Rakuten Inc.
http://travel.rakuten.co.jp/
2. 2
History of Rakuten Travel
Service started on January 1996 as “ホテルの窓口” with just 2 PCs.
Started with just 2 PCs
Network : 128Kbps
Browser : Netscape 2.0
Fax by Manual => Automatic
Process by Windows3.1
3. 3
History of Rakuten Travel
1996 - 1999
ホテルの窓口
1999 - 2004
My trip net
2001 - 2004
Rakuten Travel
http://www.mytrip.net/
2003
M&A by
Rakuten Inc.
2004
Integration into
Rakuten Travel
Business Model by 旅の窓口
Service Name by 楽天トラベル
http://travel.rakuten.co.jp/
Integration of Rakuten Travel
10. 10
Rakuten Travel Services
Web Booking ASP
for Original Home Page
Corporate Travel
Call Center
Open API
http://travel.rakuten.co.jp/corporation/demand.html
http://travel.rakuten.co.jp/callcenter/
http://travel.rakuten.co.jp/webservice/
11. Overseas Website
Travel Mail
Platform
11
Product Map of Travel
Product
Private APIc
DB/KVS/BigData
Hotel
(package)
Search Engine
Booking
Process
Vacant Search
Smartphone
Apps
AD
FAX
Mobile
Review
Keyword
Search
Retargeting/
Personalization
Booking
Sight
seeing
Hotel’s
Extranet
R-with
Bus
Car Rental
In-house
tool
Overseas
air
Overseas
hotel
Overseas
DP
JAL
Raku-pack
ANA
Raku-Pack
R-connect
(Connect hotels)
SearchAPI
Rakuten
ID
Point
Coupon
Payment
API
DB/DataStore
Product
My Page
Corporate
Booking
Accounting
Prize
Mail-magazine
R-mail
Master
Inventory
Price
Log Review
room
Car Rental
Hotel
(overseas)
Booking
Confirmation
・・・
OEM
Open
Platform
Affiliate
WTS GMO ECON
Airline Company/ Whole Seller/ outside engine
Chain Hotels
BI Tool
Car Rental
connect API
Car Rental
Company
DWH
inventory
pricing
BookingAPI
Booking
Air ticket
Management
Review
・・・
Amazon
SAP
12. Search Engine(plsql)
Solr
Qsol
roma
fee
Stock
Info
Rsv
Rakuten
Web Service
DB
Review
Timesten
Overseas Website
API
Database
Product
R-connect
Hotel
Web Service
…
…
External API
ana
jal
GMO
ECON
WTS
MIKI
GTA
ANA
JAL
Overseas
DP
Overseas
hotel
Overseas
PMS
Data Sync
API Data Sync
API
DP
air-ws
rax-api
Data Store
Personal Page
api
ID
Point
Coupon
Payment
Rakuten
Review
Keyword
Search
Ashiato
Hotel
Management
In-house
tool
Rent a car Bus R-with
Reservation
Japan Hotel Search
Date Map Station
Overseas
air
F
R-download
Download
Racco
Mailmagazine R-mail
Prize
AD
Coupon
Access Log
Internal Operation Tool
EJC/iNu
Sales Accountant BU
FAX
API
Travel Mail Platform
F
Air Hotel DP
fee
Stock
Info
Rsv
Review
…
…
China DB
F F
F
VPN
Booking
MQ
F
F
Ainori
...
App
Zenrin
Google
Private Cloud
PaaS
Tabi Note
F
System Overview of Rakuten Travel
Amazon
Hadoop
Data Warehouse
SAP
14. 14
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on Single Technology
Non transparent product development
Too Many Manual Processes
15. 15
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on A Single Technology
Non Transparent Product Development
Too Many Manual Process
16. Search Engine(plsql)
Solr
Qsol
roma
fee
Stock
Info
Rsv
Rakuten
Web Service
DB
Review
Timesten
Overseas Website
API
Database
Product
R-connect
Hotel
Web Service
…
…
External API
ana
jal
GMO
ECON
WTS
MIKI
GTA
ANA
JAL
Overseas
DP
Overseas
hotel
Overseas
PMS
Data Sync
API Data Sync
API
DP
air-ws
rax-api
Data Store
Personal Page
api
ID
Point
Coupon
Payment
Rakuten
Review
Keyword
Search
Ashiato
Hotel
Management
In-house
tool
Rent a car Bus R-with
Reservation
Japan Hotel Search
Date Map Station
Overseas
air
F
R-download
Download
Racco
Mailmagazine R-mail
Prize
AD
Coupon
Access Log
Internal Operation Tool
EJC/iNu
Sales Accountant BU
FAX
API
Travel Mail Platform
F
Air Hotel DP
fee
Stock
Info
Rsv
Review
…
…
China DB
F F
F
VPN
Booking
MQ
F
F
Ainori
...
App
Zenrin
Google
Private Cloud
PaaS
Tabi Note
F
System Overview of Rakuten Travel
Amazon
Data Warehouse
SAP
Many services are dependent
Hadoop
17. 17
Platform Strategy
User Smart Phone Server
Layer
Travel
Front
services
PC
API I/F
for alliance Domestic Overseas Transport
Etc.
Search API Booking API
Inventory
API
Hotel API Etc.
Inside
Travel
APIs
Connect to Travel services
Data
Inventory
Search
Update
Inventory
Hotel
Information
Enhance API layer
18. 18
Example of API-nization
Master
Slave
Oracle
User
Multilingual Travel Site
Hotel Extranet
Booking API, Search API Inventory API
Memory Bus
NoSQL DB
19. 19
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on A Single Technology
Non Transparent Product Development
Too Many Manual Process
20. Search Engine(plsql)
Solr
Qsol
roma
fee
Stock
Info
Rsv
Rakuten
Web Service
DB
Review
Timesten
Overseas Website
API
Database
Product
R-connect
Hotel
Web Service
…
…
External API
ana
jal
GMO
ECON
WTS
MIKI
GTA
ANA
JAL
Overseas
DP
Overseas
hotel
Overseas
PMS
Data Sync
API Data Sync
API
DP
air-ws
rax-api
Data Store
Personal Page
api
ID
Point
Coupon
Payment
Rakuten
Review
Keyword
Search
Ashiato
Hotel
Management
In-house
tool
Rent a car Bus R-with
Reservation
Japan Hotel Search
Date Map Station
Overseas
air
F
R-download
Download
Racco
Mailmagazine R-mail
Prize
AD
Coupon
Access Log
Internal Operation Tool
EJC/iNu
Sales Accountant BU
FAX
API
Travel Mail Platform
F
Air Hotel DP
fee
Stock
Info
Rsv
Review
…
…
China DB
F F
F
VPN
Booking
MQ
F
F
Ainori
...
App
Zenrin
Google
Private Cloud
PaaS
Tabi Note
F
System Overview of Rakuten Travel
Amazon
Data Warehouse
SAP
Many P/L SQL and C
Hadoop
22. 22
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on A Single Technology
Non Transparent Product Development
Too Many Manual Process
23. 23
Current Search Architecture
English site
To Japan
Booking
Domestic
Search
Domestic
DP Search
Hotel Info
Other Travel Service
For PL/SQL
Sync
DB Link
Inefficiency of cost
Difficulty of scale out
25. 25
NoSQL DB for Multilingual Site
Search API
FRONT Service
Booking
Cancel
Inventory Core
Queue
Documents
Stock/Price
Get Documents
Search / Result
dirver
Stock
Price
Documents
26. 26
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on A Single Technology
Non Transparent Product Development
Too Many Manual Process
27. 27
Non Transparent Product Development
Non clear responsibilities
Short sight vision
No definition of the products
Random process to develop
Lower quality products and services
33. Product Requirements Document
• Clear definition of requirements
• Sign-off process with managers
• Base document for dev spec and test spec
34. The volume of members
34
Quality Assurance
QA team
2014 12
2015 20
35. What Has Been Improved So Far
• Easier to prioritize projects
• No extra tasks for designers and developers
• Test cases are easier to write
• No back and forth development
We are managing over
60 projects!
36. 36
Challenges of Recent Travel
System Complexity
Old Technology(PL/SQL, C)
Dependency on A Single Technology
Non Transparent Product Development
Too Many Manual Process
37. 37
Automation
Design
Development
Improvement/
Measurement
Release QA
Full-swing
introduction in All
services.
Staging
40. 40
Next Challenge of Rakuten Travel
24/5 Development
T.R.I.P.
DEV-OPS
41. 41
24/5 Global Development Team
Travel development team aims to develop all over the world for 24/5 development.
France
India
Japan We are planning to establish
development team.
1. India development team
(From mid of 2015)
2. France development team
(From 2016)
42. 42
T.R.I.P
We start to use Rakuten DC from 2015
Osaka DC
Tokyo DC
Virtualization Ration
Osaka DC Tokyo DC
Real 67% 21%
VM 33% 79%
・Increase the Virtualization
・New Infrastructure Architecture
Editor's Notes
Jan 1996 Start up Sun IPX
Oct 1998 At a faster pace Sun Enterprise 4500
Jun 2000 5 times capacity IBM RS6000 S80
Jul 2001 HA IBM RS6000 S85
Dec 2003 Oracle 9i R2(RAC) IBM eServer p690+670
Dec 2004 Oracle 10gR1(RAC)+PL/SQL server IBM eServer p690+670+595
Dec 2005 Oracle 10gR2(RAC) IBM eServer p5 570+595
Feb 2007 PL/SQL server IAnization + Oracle 9node RAC IBM eServer p5 570+595
IBM x3950
Dec 2008 Oracle11g R1 IBM eServer power 570
IBM x3950
Oct 2009 Install TimesTen IBM eServer power 570
IBM x3950
Dec 2012 DB server IAnization
Jun 2013 Install Violin memory for storage
Role sharing (division of roles)
Sharpen each talent per role
Help each other with professionalism
Require professionals who orchestrates engineering team-> PM (Program manager, Project manager and Product manager)
An important aspect of our process is the use of clearly defined roles.
In the early days of the Internet, technology was simple enough so that supermen like Linus Torvalds who invented the Linux OS, and Vint Cerf who worked on Internet Protocols could be relied on to create products and services almost single handedly.
Now, in the age of complicated technology like mobile and Web 2.0, the industry needs specialists to focus efficiently on one type of work.
Travel uses these clearly defined roles to help manage tasks:
Developer
No new operation for DU
Reduce meeting time for services
BU
All requirements/discussion will be turned into PRD for 2013
Customer
Simplify UX for travel site
Multilingual platform
Extranet for tablet
Windows, Google connection
Mail content improvement
Developer
No new operation for DU
Reduce meeting time for services
BU
All requirements/discussion will be turned into PRD for 2013
Customer
Simplify UX for travel site
Multilingual platform
Extranet for tablet
Windows, Google connection
Mail content improvement
Let me briefly explain our development process.
We begin by documenting what we want and need to make, and then we make it, test it, and release it.