5 Benefits of Outsourcing System Development
With the IT talent shortage and accelerating DX, more companies are considering outsourcing system development. So what benefits does...
Knowledge
At BAP, we always learn, update and share offshoring knowledge as well as innovative technology.
Software developmentBlockchain technologyAIGamingCryptocurrencyNFTOffshore developmentSalesforceAI technologySAPOffshoreSmart contractOffshore servicesMetaverseCRMAI servicesビッグデータSaaSTest AutomationSoftware TestingSAP S/4HANAERPIT outsourcingOutsourcingInformation technologyJavaQA/QCWeb App and Mobile AppVR applications
Things the client should keep in mind when outsourcing development projects.
Custom development is the process of creating software tailored to a company’s specific needs. Unlike off-the-shelf solutions, it allows...
Top 10 Big Data applications bring in real life
Over the past decade, the use of Big Data has grown to the point where it can touches nearly every aspect of consumers’ normal lifestyles and shopping habits. But not many people realize the importance as well as the applications that Big Data brings...
Sustainable Technology: Sustainable technology solutions for a green future
I. What is Sustainable Technology? Sustainable technology is an umbrella term that describes innovation that takes natural resources into account and promotes economic and social development. The objective of these technologies is to significantly reduce environmental and ecological risks and create a sustainable product....
What are smart contracts on the blockchain? How does it work?
Over the past decade, blockchain technology has become the subject of much research because of its decentralized, consensus, distributed, peer-to-peer transactions, etc. With the help of blockchain, many agreements are possibly done automatically by smart contracts. So what is a smart contract? How does...
What is Responsive Design? New Trends in Responsive Design
Nowadays, searching for information on the Internet is becoming increasingly popular and easy thanks to mobile devices. Normally, users will access the Internet to find information. There are many Web Apps and mobile applications that provide a great experience for customers thanks to their...
Should You Outsource System Development? A Decision Guide for the IT Talent Shortage Era
“The projects keep piling up, but we simply don’t have enough people to handle them.” If that sounds like your IT or DX team, you are far from alone. In this article, BAP IT looks at system development outsourcing not through the lens of...
What is Lean Startup? Success stories
Sorry, this entry is only available in 日本語 and Tiếng Việt. リーンスタート（lean start）とは、起業や新規事業などの立ち上げ（スタートアップ）が効率的に成功するためのマネジメント手法を指す言葉です。新規事業の立ち上げ時は人員や資金などのリソースが限られており、事業を安定して運営できるようになるまで非常にシビアなマネジメントが必要になります。システム開発に関しても同様で、開発費用や開発方法など、スタートアップの事業形態に即した方法を考える必要があります。この記事では、オフショア企業でのラボ型開発を活用することで、スタートアップが得られる大きなメリットについて知ることができます。 1. リーンスタートとは リーンスタートとは、アメリカの起業家エリック・リース氏が2008年に提唱した、起業や新規事業などの立ち上げ（スタートアップ）のためのマネジメント手法のことです。 リーンスタートは、事業家の思い込みで顧客にとって無価値な製品やサービスを開発してしまうことに伴う、時間、労力、資源、情熱のムダをなくすための方法論であり、最低限のコストと短いサイクルで仮説の構築と検証を繰り返しながら、市場やユーザーのニーズを探り当てていくのが特徴です。 2. 有名なリーンスタート成功事例 リーンスタートの成功事例として、代表的なものを２つ挙げます。 2.1．Instagram リーンスタートアップ事例中で最も有名なのが、Instagramです。 2010年10月6日にアップルのApp Storeに登場して以来、凄まじいスピードで多くのユーザーを虜にし、2020年3月現在、世界のインスタユーザーは10億人超えています。 日本でも2014年2月に日本語アカウントが開設され、月間アクティブユーザー数は、2015年6月に810万人、2016年3月に1200万人、同年12月に1600万人、2017年10月に2000万人を記録と、「インスタ映え」という言葉が流行語になるほど、その人気は凄まじいものです Instagramですが、もともとは「Burbn」という位置情報アプリとしてスタートしました。 しかし、一度リリースしたものの、思った以上に人気が出なかったことから、アイディアの構築・計測・学習を繰り返し、「写真の共有機能が最も人気」ということを見つけ出しました。 その結果、Burbnは写真投稿をメインにしたSNSに方向転換し、写真投稿・コメント・いいねの3機能を含んだ「Instagram」というサービスに昇華させました。 その後も、仮説検証を進め、アイディアの構築・計測・学習を進めていき、写真のエフェクトやストーリー、ショッピングなど、さまざまな機能の追加を行い、現在も変化を遂げています。 2.2．食べログ カカクコムグループが運営するグルメサイト「食べログ」は、日本企業におけるリーンスタートの代表的事例と言われています。2005年3月からサービスを開始し、レストランのユーザーによる5段階評価が掲載されるサイトを構築しました。 当初はグルメ本の情報をもとにした手打ちのデータベースで、担当者曰く、考えているものの30%しか実現に至らなかったとのことです。はじめはユーザー数が数十人程度だった食べログも、ユーザーの改善要望に可能な限り対応し、現在のシステムへ改善していきました。 その結果、現在は月間PV数が20億以上、月間利用者数は1億5万人以上となっています。リーンスタートの実践をきっかけに、右肩上がりの売上を誇るサービスに成長しています。 3. BAPの成功事例 3.1 ．動画編集・投稿型SNS『ジモフル』ー株式会社ジモフル様ご提供サービス https://jimoful.com/ ユーザーがカメラで撮影した動画や写真をアップロードし、システム上で動画作成・編集・投稿が可能です。他ユーザーからの動画の評価に応じて換金可能なアイテムを取得できます。 3.2．LIVE配信アプリ 『LIVE DREAMER』ーDreamer株式会社様ご提供サービス https://live-dreamer.com/ 誰でもアーティストやパフォーマーになって、動画やLIVEの配信が可能なアプリです。リスナーはLIVE配信中に課金アイテムを用いて投げ銭をすることができます。...
Content management system – Benefits and effectiveness of solutions for businesses!
In today’s increasingly interconnected world, companies must have an energetic online presence to attract customers and sell more. However, not everyone has the technical skills required to design and maintain web sites and content. This is CMS, which stands for Content Management System, and...
What is Big Data Analytics? Why is it important?
Big Data is one of the most popular words in the IT industry today. In the digital era, Big Data is a great asset that a business can own. But this data cannot be processed, stored and analyzed using traditional tools. So, in this...
The Benefits of Outsourcing IT Operations & Maintenance | How to Achieve Cost Reduction and Efficiency
Building a system isn’t the end. “IT operations & maintenance” — keeping it running stably — is one of the biggest time sinks for an IT team. This article explains the benefits of outsourcing operations & maintenance, and how to achieve cost reduction and...
SaaS Integration Solutions for Modern Enterprise Systems
In the era of digital transformation, enterprises are increasingly adopting a wide range of SaaS (Software as a Service) applications such as CRM, ERP, HRM systems, and marketing tools. However, without proper integration, these systems can easily become siloed, leading to data fragmentation and...
Offshore
How does an offshore company help you in coronavirus time?
While coronavirus is still breaking out in many Asian countries, it not only threatens human’s health but also the...
The difference between Offshoring and Outsourcing that businesses need to know
Offshoring and Outsourcing are two tools of modern business today. Thousands of businesses around the globe are engaged in...
Game outsourcing services developed by BAP Software that you cannot ignore
Game outsourcing services are gradually becoming popular in recent times because the needs of businesses are increasing. Not only...
What is an Offshore Development Center? Summary of basic knowledge for businesses
In today’s digital age, Offshore Development Center is becoming a more and more popular choice for software development solutions...
Top 10 offshore development company in Vietnam
Vietnam is increasingly affirming its position as an ideal destination for offshore development services, thanks to competitive costs, high-quality...
7 Points to Keep Your System Outsourcing from Failing
Outsourcing system development is an effective way to address staff shortages and optimize costs. But done the wrong way,...
AI for Medication Error Reduction in Clinical Pharmacy
Medication errors — including incorrect dosages, inappropriate prescriptions, and dangerous drug interactions — represent a serious challenge in modern healthcare. They can lead to severe medical incidents, financial burdens, and reputational damage for healthcare providers. Our AI-powered Clinical Pharmacy Decision Support System is a...
Forecast Time Series on AWS
Overview – Predict power consumption of various sites based on past data and weather data. – Serverless system running on AWS – Collect data from IOT Advantages – Cost savings – Environmental protection – Avoid wasting energy Problem – Real-time processing – Build on...
Fish Fish 3D
FISH FISH 3D is an entertainment game that helps you relax most after working. For this game, you just need to become a master fisherman who can cast as much fish as possible. There are some features that attract you: When you collect as...
A trade platform for The US and Japanese markets
I. Overview Investing has never been easy, especially for beginners and individuals with a limited budget and a limited understanding of the market. Stay with us in this article to see how technology solves those obstacles and changes the investment game with a cutting-edge...
VR Meeting
Challenges: Connecting people is the biggest purpose of any communication tool. As the development of the internet, a lot of tools helps people to chat, voice call, or video call in realtime. VR technology is bringing a new method to how people connect with...
Optimize Field Service Management with Power Apps – Achieve 95% Job Completion Efficiency
1. Overview A facilities management company faced difficulties in tracking and coordinating field maintenance and repair activities. Since technicians often worked outside the office, communication and progress updates were delayed, reducing overall efficiency. The company required a mobile-first solution that could work offline, support...
Seamless Mobile Interaction with Security Door Lock Systems
In the realm of modern entry systems, a layered security approach is prevalent, allowing precise control over access to specific areas at specific times. In addition to enhancing overall security measures, access management ensures the protection of valuable assets, secures sensitive information, and creates...
Logistic Management
Challenge: Transport management is a very complex and difficult job. Getting to know where the goods are, where the truck is, and how the route optimizes to save operating costs when the truck is empty, which are all very important to the operator...
Smart Invoice Processing: 70% Faster with OCR and RPA
🎯 Goal: Automatically extract and reconcile invoice data from multiple sources (PDF, emails, images), integrated with the internal accounting system. 📦 Solution: OCR + Document Classification + RPA Integration ⚙️ Technology: Tesseract OCR, spaCy, UiPath, FastAPI 📈 Result: Saved 70% of invoice processing time...
Digital Key Manangement (DKM) system – Revolutionizing Access Control Systems
In the evolution of physical access control credentials, the focus has shifted towards enhancing security, flexibility, and convenience at the door. The selection of access technology now considers not only security but also the needs of users and solution managers. This case study delves...
Tube Maze
TUBE MAZE is a game that helps you release pressure with a satisfying jumping game. This game is so easy to reach, which means that you just rise the ball up and make it reach the top of the tower. The operation of game...
Fill Me Color
Fill Me Color! is an exciting painting puzzle game that is available on Appstore, we are publishing on Google Play soon. This is a 3D art style game that is developed with Unity engine with amazing features so that players can experience interestedly and...
Human Resources Management System: A Revolutionary Approach
1. Overview In the wake of rapid technological advances and digital transformation, enterprises are being urged to redefine corporate governance. Amidst this evolution, human resources and personnel management stand as pivotal factors, profoundly influencing business development. 2. Challenges It is challenging for enterprises to...
SHARINGAN – AI CAMERA SYSTEM
Overview Sharingan is a Smart System with core technology is facial identification by Artificial Intelligence. The system provides 2 main services: Automatic Attendance Automatic Surveillance Demo Automatic Attendance Fast Accurate identification Easily deploy and leverage enterprise infrastructure Can time attendance many people at the...
Automotive Sales & Reservation Management System Migration (COBOL → JAVA)
Overview The client in the automotive industry wanted to improve their sales, reservation, and inventory management processes. The legacy system developed in COBOL could no longer meet automation and scalability requirements. BAP executed a system migration from COBOL to Java to optimize operations, reduce...
AI-Powered Innovation: Preventing Unplanned Downtime – The Key to Sustainable Growth
In modern manufacturing, unplanned downtime is one of the most critical concerns, resulting in significant losses in productivity, revenue, and brand reputation. Our advanced AI solution empowers manufacturers to proactively prevent equipment failure, optimise performance, and drive sustainable growth. The Challenge: A Persistent...
NFT Marketplace for Japanese Manga and Anime Digital Assets
Overview BAP’s client is one of Japan’s leading manga and anime publishers, with a massive and passionate fan community. The project required building an NFT marketplace platform to support transactions of digital assets related to manga and anime titles. BAP was chosen due to...
Locksmith 3D
LOCKMITH 3D is an easy game, when you just create as many keys as you can unlock amazing things from customers’ challenges. There are some main features of this game that you want to explore: You can be satisfied with the sharing feeling from...
Migration from COBOL to Java
Sorry, this entry is only available in 日本語. お客様の背景 お客様は、近くレガシーシステムに伴うクラウド化を計画しています。レガシーシステムの言語はCOBOL、JCLなどを使用しています。 COBOLからJavaへのマイグレーションを実行すれば、標準化されたJavaアプリ開発のSpringフレームワーク運用が行えるようになります。 Javaアプリケーションは現在最も汎用性が高いアプリの１つであるため、システムのJava化を行うことができれば、業務フローや業務効率の大幅な改善にもつながります。 弊社の提案 BAPの提案を紹介されています。 ・マイグレーションする前に、 COBOLアプリケーションの機能とビジネスロジックを詳しく理解しないといけないです。アプリケーションの規模や複雑さ、依存関係、データベース接続などの評価を行います。 ・プロジェクトの移行プロセスをフェース分けして実施することを提案します。 ・コード分析とデータの交換： COBOLアプリケーションの要件に基づいて、適切な Java Spring Frameworkを選択します。 COBOLアプリケーションで使用されているデータベースやデータフォーマットを Javaに対応する形式に変更します。 ・テストとデバッグ：マイグレーションされた Javaアプリケーションをテストすることが必要です。ユニットテスト・統合テスト・システムテストなどまで BAP側で実施しております。デバッグや修正が必要な場合には、迅速に対処します。 COBOLからJavaへのマイグレーションの効果 以下のような効果が期待できます。 技術的な効果： Javaは広く普及しており、豊富なツールやライブラリが利用可能、また再利用可能なコンポーネントや豊富な機能を活用することで開発時間やコストを削減できます。 保守性と可読性の向上: Javaはオブジェクト指向プログラミングに基づいており、 COBOLよりも保守うと可読性が高い、 Javaのコードはモジュール化され、より理解しやすいです。 スケーラビリティの向上： Java Spring Frameworkは水平方向のスケーラビリティを提供し、システムの成長や負担増加に対応できます。 拡張性と新機能の追加： アプリケーションに新機能を追加する際に柔軟性が向上、 Javaのオープンソースコミュニティは活用であり、新しいテクノロジーやベストプラクティスが共有されていることにより、最新の開発トレンドやセキュリティ対策を取り入れることができます。...
SAP implementation for a machine tool manufacturer
Role: Project Manager Modules: FI, SD, PS/PP Business analysis, FIT&GAP, prototype execution, customization, basic design Development of add-ons for PS/PP Add-on development for FI Development of add-ons for SD Period 2022/2 – Now Team size 30 Environment SAP S4 HANA...
GolfAR: Breakthrough Technology by BAP – The Comprehensive Assistant for Golfers
1. Overview Golf is not just a sport it is an art where players must combine skills, strategy, and spatial awareness. Understanding these challenges, GolfAR – BAP’s advanced Augmented Reality (AR) application – has been developed to elevate the golfing experience to a new...
Auto Parts Manufacturer Platform for Toyota’s supplier
1. Overview A well-versed industry in rapid transformations is now facing a significant disruption due to impending digital transformations. Due to the heightened levels of connectivity, environmental compliance, IoT, wireless innovation, and heightened consumer demands, substantial investments are being made towards the digitization of...
Optimizing Product Quality Control with Real-Time AI Defect Prediction
🎯 Goal: Analyze real-time production data to predict quality defects before the product is completed. 📦 Solution: ML anomaly detection + alert dashboard ⚙️ Technology: TensorFlow, Scikit-learn, Streamlit, InfluxDB 📈 Result: 35% reduction in defective products, reduced post-inspection costs ⏱️ PoC Duration: 3 weeks...
Smarter Finance Advice: 40% More Engagement with AI Advisor Agent
🎯 Goal: Provide personalized financial advice based on transaction history, financial goals, and risk profile 📦 Solution: Personal Finance Analysis + LLM Advisory + Chatbot Interface ⚙️ Technology Stack: GPT-4 Turbo, LangChain, RAG, Pinecone 📈 Result: Increased customer engagement and new investment account openings...
Revolutionizing Equipment Management Through Digital Transformation
It is the goal of this initiative to enhance the management of equipment and machinery within factories in Vietnam, Japan, and Southeast Asian countries through the use of digital technologies. It is intended that an integrated system be developed in order to streamline factory...
Power Management System
Overview The power management solution was developed to optimize the entire process of electricity transactions and management in Japan. The system not only meets the diverse needs of major power companies but also supports small-scale retailers, helping improve customer management efficiency and ensuring transparency...
Renovating the telecommunications system
Challenge: Manual work due to system limitations Customer contact is basically by telephone Multiple contact points due to information fragmentation Progress of construction work is not visible. Actual results are calculated manually and cannot be calculated immediately. The overall picture of the business cannot...
HR Agent AI – Recruitment Automation with AI Agent
Challenges During the recruitment process, a major HR company faced several issues: Complex and manual recruitment process: Steps such as receiving recruitment requests, creating job descriptions (JDs), screening resumes, and scheduling interviews were all handled manually, resulting in time-consuming operations and frequent errors. High...
Jumpy Vortex
Swipe and jump have been a king mechanism of mobile game top charts over the world for a quite long time, and Jumpy Vortex is among them. Simple control, easy to play, interesting game design, and satisfying feeling bring Jumpy Vortex different chances to...
Maintenance AI Assistant – Reduce Equipment Incident Reporting Time by 70%
🎯 Goal: Assist workers in quickly reporting equipment failures via voice or image; the system analyzes and suggests appropriate actions. 📦 Solution: Voice-to-Text + Vision AI + LLM ⚙️ Technologies: Whisper, OpenAI Vision, FastAPI, GPT 📈 Result: 70% reduction in incident reporting time ⏱️...
Technology
When Does Excel Become a Limitation in Production Management? A Guide to Moving to MES
Excel remains a widely used tool for managing production schedules, manufacturing results, inventory, and quality records. It is accessible,...
【AI in Manufacturing】If the Most Experienced Person in Your Factory Leaves Tomorrow, How Much of Their Knowledge Can AI Preserve?
What if the most experienced person in your factory leaves tomorrow? Imagine an engineer with 20 years of experience...
![[DX in Manufacturing] How Are Excel, Paper, and Zalo Fragmenting Factory Data?](https://cdn.bap-software.net/2025/12/16104746/edge-computing-5.webp)
[DX in Manufacturing] How Are Excel, Paper, and Zalo Fragmenting Factory Data?
Excel for production planning. Paper forms for quality inspection records. Photos of machine issues shared via Zalo. And at...
Top 7 Criteria for Evaluating and Choosing a Trusted SaaS Provider
As businesses increasingly move toward digital-first models, SaaS (Software as a Service) has emerged as a popular choice thanks...
What is SAP Fiori? Difference between SAP GUI and Fiori
SAP business planning software was launched in 2006 and has provided enterprises with a lot of convenience. Now, SAP...
![[Factory DX] Do You Really Need to Invest Millions in MES to Start Digitalizing Your Factory?](https://cdn.bap-software.net/2025/10/20222716/digital-twin-4.webp)
[Factory DX] Do You Really Need to Invest Millions in MES to Start Digitalizing Your Factory?
As digital transformation (DX) continues to reshape the manufacturing industry, more companies are considering Manufacturing Execution Systems (MES) to...
What is DeFi? Overview of Decentralized Finance
The world is always moving and so are the financial markets. There are always trends appearing, attracting the attention of investors. DeFi is one of the prominent trends from 2020, especially in the crypto world. Until now, its heat has cooled down, but its...
Difference among Artificial intelligence, machine learning and Deep leaning
Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) are three concepts that frequently appear in the digital era, yet many people still confuse them. In essence, AI is a broad concept that refers to systems capable of simulating human intelligence. Machine Learning...
What is Digital Transformation? Technology, Solution, Future For Business From Digital Transformation
Digital transformation is the process of applying technology to all aspects of a business to enhance efficiency, accelerate innovation, and gain competitive advantage. In the digital economy, it is not just a trend but a vital key to survival—helping businesses adapt, grow sustainably, and...
IT Talent Shortage Solutions: Why Hiring Alone Isn’t Enough
“We keep posting jobs, but we can’t hire the engineers we need.” Many companies hit this wall. Yet the IT talent shortage is not a problem that hiring alone can solve. In this article, BAP IT unpacks the real causes of the shortage—and the...
What Is Packaged ERP? The Key to Cutting Costs and Boosting Efficiency!
What is ERP package? This is the question that many businesses ask when they have the intention to build an internal ERP package system. In this article, we will explain for you from the basic concept to the warnings when you want to develop...
What is Multisig? The beneficial information of it for you to know
Multisig brings various benefits of security for transactions in the virtual currency market, but many people don’t know much about this platform. So, in this article, we will introduce and explain for you about Multisig’s information, pros and cons, its mechanism, and some exchanges...
IoT: Advanced technology in the 4.0 era revolution
Leading the technology race in the current 4.0 era is IoT or Internet of Things. This definition is gradually becoming familiar in life and business, it is widely applied and its benefits have been clearly demonstrated. In the article below, the author will provide...
System Migration Methods and Process: A Comprehensive Guide to Successful Implementation
As digital transformation continues to accelerate, more companies are facing the need to upgrade or migrate their IT systems. However, for many CTOs, project managers, and technology leaders, starting a migration project remains a major challenge. Where should the project begin? What should be...
What is the Waterfall software model? The development sequence of the Waterfall model?
The Waterfall software model was first introduced in 1970 by Winston Royce. The Waterfall model consists of simple and separate stages, so Waterfall used to be very popular. In spite of the fact that this model has been replaced by others, it still follows...
Learn about the modules involved in SAP S4/HANA migration
SAP system is the system used by a lot of enterprises in the current business process. In the process of using the SAP system, it is indispensable for the modules and the SAP S/4HANA migration process to serve the business process. So what is...
Top 10 Big Data applications bring in real life
Over the past decade, the use of Big Data has grown to the point where it can touches nearly every aspect of consumers’ normal lifestyles and shopping habits. But not many people realize the importance as well as the applications that Big Data brings...
What is the NFT Marketplace? Summary of the most popular types of NFT Marketplaces
If you want to join the NFT trend, the NFT Marketplace is our gateway to buying and selling these digital assets. There are many active NFT markets today. Operating the marketplace can be a great business opportunity in the current crypto world. To learn...
ブロックチェーンの不正を防ぐ3つの暗号技術
Sorry, this entry is only available in 日本語. 前回の記事で ブロックチェーン はネットワークにいる全員で台帳を共有していると言いましたね。 参考：中学生でもわかる！ブロックチェーンの仕組み それでは「悪い人が誰かの台帳にアクセスして書き換えることができるのでは？」と疑問に思う方もいるでしょう。もちろん ブロックチェーン にはデータの不正利用を防ぐ仕組みがあります。今回は不正を防ぐための３つの暗号技術について初心者にも分かりやすく説明します。 １．特定の人にしか見られないようにする暗号技術：公開鍵暗号化方式 ブロックチェーン に用いられる１つ目の暗号技術は公開鍵暗号化方式です。この技術によって、データを盗み見られたり、書き換えられたりすることを防いでいます。鍵による暗号化は共通鍵と公開鍵があります。 ブロックチェーン に用いられている公開鍵暗号化方式をより理解するために、まずは従来の方式である共通鍵暗号化について説明します。 共通鍵暗号化方式は二人が共通の鍵を持っていて、データを暗号化、復号化する方法です。これは、データを送りたい相手に事前に共通鍵を渡しておく必要があるのですが、どうやって共通鍵を渡すかが難しい点です。 情報が漏洩しやすいインターネット上で共通鍵を渡すことは危険であるため、厳重に管理されたルートで相手に渡す必要があります。また、第三者に共通鍵が流出した場合、簡単にデータを開封されてしまいます。このような鍵配送問題を解決したのが公開鍵暗号化方式です。 公開鍵暗号化方式の最大の特徴は暗号化するための鍵と復号化するための鍵が異なるということです。受信者はあらかじめ暗号化用の鍵を送信者に渡しておきます（相手に渡すため公開鍵と言われています）。 そして、暗号化された情報を復号化するための鍵は自分だけが持っておきます（自分だけが持っておくので秘密鍵と言われています）。 そして、送信者は事前に渡された公開鍵でデータを暗号化しておくります。この場合、もしデータが盗まれたとしても秘密鍵がなければ第三者は暗号文を読みとくことができません。 このデータを読むことが出来るのは秘密鍵を持っている受信者のみです。公開鍵暗号化方式は共通鍵暗号化方式の鍵配送問題を解決した暗号方式であり、情報漏洩を防ぐことができます。 しかし、注意すべき点は秘密鍵の管理です。秘密鍵が流出すると情報を盗まれる可能性があるため、秘密鍵の管理は慎重に行う必要があります。 ２．本人を証明するためのしくみ：電子署名 ブロックチェーンに用いられる２つ目の暗号技術は電子署名です。これは紙の文書におけるサインの役割を果たすもので、ネット上のなりすまし対策のために作られました。 電子署名は上記で説明した秘密鍵と公開鍵を利用していますが、注意すべき点は、電子署名と公開鍵暗号方式では鍵の役割が違うことです。 ＜公開鍵暗号方式＞ 秘密鍵：暗号文を復号化する。開鍵：平文を暗号化する ＜電子署名＞ 秘密鍵：平文に署名をする 公開鍵：署名が正しいか検証する では、電子署名は具体的にどのようにして行われるのでしょうか？メールを例にして説明します。 まず、一郎さんはまい子さんにメールを送るとき、通常のメッセージ（平文）と同時に、秘密鍵によって暗号化したメッセージ（暗号文）も同時に送ります。この過程で、送信するデータを秘密鍵を用いて暗号化することを電子署名といいます。 暗号化されたメッセージを受け取ったまい子さんは、誰の公開鍵で読めるか試してみます。すると、太郎さんの公開鍵で暗号文を読むことができました。さらに、解いた暗号文と平文を比べると一致していました。 こうして、確かに一郎さん本人からのメールだということが分かりました。このように、電子署名を用いると本人が送ったことを証明することができます。 ３．データを瞬時に照合できるしくみ：ハッシュ関数 ブロックチェーンに用いられる３つ目の暗号技術はハッシュ関数です。ハッシュ関数とは、どんな値を入力しても２５６ビットの長さの文字列が出てくる関数のことです。 どんなに長いまたは短い文字列を入力しても、一定の長さのハッシュ値が出てきます。また、入力値が一文字違うだけで、全く異なる文字列がでてきます。 ハッシュ関数の重要な特徴は一方向性です。データをハッシュ化するのは簡単ですが、ハッシュ化された結果から元のデータを推測することは不可能となっています。では、ハッシュ関数はどのように活用されているのでしょうか？ 例えば、オンラインで音楽ファイルなどのデータをダウンロードするときにハッシュ関数が役に立ちます。ダウンロード中にデータが破損する可能性がありますが、ダウンロード後に膨大なデータを隅々までチェックして破損しているかどうか調べるのは大変な作業です。 その際、ダウンロードしたデータのハッシュ値と、ダウンロード元のサイトに載っているハッシュ値を比較します。比較した結果、２つのハッシュ値が一致していれば、正常にダウンロードされたことが確認できます。...
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マークル木【Markle Tree】
Sorry, this entry is only available in 日本語. マークル木 とは、ファイルのような大きなデータを要約した結果を格納するツリー構造の一種です。 主に入出金記録などの大きなデータの要約と検証を行う際に使用されます。 データ要約および検証時の計算にハッシュ関数を用いているので、ハッシュ木とも呼ばれます。 マークル木は、公開鍵暗号方式の開発者ラルフ・マークルが1979年に発明しています。 原著論文はこちら マークル木 の構造 マークル木では、2つのデータを1つにまとめて1単位のデータとして取り扱います。 上の図では、トランザクション0（Tx0）のハッシュ、トランザクション1（Tx1）のハッシュをそれぞれ計算しています。 このAのハッシュ、Bのハッシュそれぞれを合わせた値のハッシュが頂点のハッシュ値となります。 データが蓄積されるにつれ、複数段のツリー構造が構成されてゆき、2段、3段と2個ずつハッシュ値がまとめられてゆきます。 最終的に得られた頂点のハッシュ値はマークルルート（トップハッシュやマスターハッシュとも）と呼ばれています。 マークル木には、どんなデータを入力しても一定長の値を返すハッシュ関数が使用されています。 そのため、どんなに多くの大きなデータを入力しても最終的に得られる値は一定のデータ長になります。 つまり、2個のデータを要約しても、175386個のデータを要約しても、最終的には同じデータ長にまとめることができるのです。 また、計算が単純なため、マークルルートの値を得るのに負荷が少なくて済みます。 ビットコインなどの仮想通貨では、この特性を応用することで要約元のデータの検証に用いています。 すなわち、予め保存しておいたマークルルート値とブロックのデータがあれば、 新たなブロックのデータから算出したマークルルートの値と、予め保存されたマークルルートの値を比較検証することが可能になっています。...
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AI-based Car Attribute Detection via Interior/Exterior Image Classification
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Speaker recognition and speaker verification
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AI Solution Accelerates KYC by 60% for Financial Enterprises
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SMART ANIME
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According to the latest report from IMARC Group, the global E-learning market reached USD 342.4 billion in 2024 and is expected to grow to USD 682.3 billion by 2033, with a compound annual growth rate (CAGR) of 8.0% during the 2025–2033 period. However, many...
What is Lean Startup? Success stories
Sorry, this entry is only available in 日本語 and Tiếng Việt. リーンスタート（lean start）とは、起業や新規事業などの立ち上げ（スタートアップ）が効率的に成功するためのマネジメント手法を指す言葉です。新規事業の立ち上げ時は人員や資金などのリソースが限られており、事業を安定して運営できるようになるまで非常にシビアなマネジメントが必要になります。システム開発に関しても同様で、開発費用や開発方法など、スタートアップの事業形態に即した方法を考える必要があります。この記事では、オフショア企業でのラボ型開発を活用することで、スタートアップが得られる大きなメリットについて知ることができます。 1. リーンスタートとは リーンスタートとは、アメリカの起業家エリック・リース氏が2008年に提唱した、起業や新規事業などの立ち上げ（スタートアップ）のためのマネジメント手法のことです。 リーンスタートは、事業家の思い込みで顧客にとって無価値な製品やサービスを開発してしまうことに伴う、時間、労力、資源、情熱のムダをなくすための方法論であり、最低限のコストと短いサイクルで仮説の構築と検証を繰り返しながら、市場やユーザーのニーズを探り当てていくのが特徴です。 2. 有名なリーンスタート成功事例 リーンスタートの成功事例として、代表的なものを２つ挙げます。 2.1．Instagram リーンスタートアップ事例中で最も有名なのが、Instagramです。 2010年10月6日にアップルのApp Storeに登場して以来、凄まじいスピードで多くのユーザーを虜にし、2020年3月現在、世界のインスタユーザーは10億人超えています。 日本でも2014年2月に日本語アカウントが開設され、月間アクティブユーザー数は、2015年6月に810万人、2016年3月に1200万人、同年12月に1600万人、2017年10月に2000万人を記録と、「インスタ映え」という言葉が流行語になるほど、その人気は凄まじいものです Instagramですが、もともとは「Burbn」という位置情報アプリとしてスタートしました。 しかし、一度リリースしたものの、思った以上に人気が出なかったことから、アイディアの構築・計測・学習を繰り返し、「写真の共有機能が最も人気」ということを見つけ出しました。 その結果、Burbnは写真投稿をメインにしたSNSに方向転換し、写真投稿・コメント・いいねの3機能を含んだ「Instagram」というサービスに昇華させました。 その後も、仮説検証を進め、アイディアの構築・計測・学習を進めていき、写真のエフェクトやストーリー、ショッピングなど、さまざまな機能の追加を行い、現在も変化を遂げています。 2.2．食べログ カカクコムグループが運営するグルメサイト「食べログ」は、日本企業におけるリーンスタートの代表的事例と言われています。2005年3月からサービスを開始し、レストランのユーザーによる5段階評価が掲載されるサイトを構築しました。 当初はグルメ本の情報をもとにした手打ちのデータベースで、担当者曰く、考えているものの30%しか実現に至らなかったとのことです。はじめはユーザー数が数十人程度だった食べログも、ユーザーの改善要望に可能な限り対応し、現在のシステムへ改善していきました。 その結果、現在は月間PV数が20億以上、月間利用者数は1億5万人以上となっています。リーンスタートの実践をきっかけに、右肩上がりの売上を誇るサービスに成長しています。 3. BAPの成功事例 3.1 ．動画編集・投稿型SNS『ジモフル』ー株式会社ジモフル様ご提供サービス https://jimoful.com/ ユーザーがカメラで撮影した動画や写真をアップロードし、システム上で動画作成・編集・投稿が可能です。他ユーザーからの動画の評価に応じて換金可能なアイテムを取得できます。 3.2．LIVE配信アプリ 『LIVE DREAMER』ーDreamer株式会社様ご提供サービス https://live-dreamer.com/ 誰でもアーティストやパフォーマーになって、動画やLIVEの配信が可能なアプリです。リスナーはLIVE配信中に課金アイテムを用いて投げ銭をすることができます。...
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What Businesses Need To Know About SAP Cloud
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ダナンのIT産業が急成長した理由と今後の課題
Sorry, this entry is only available in 日本語. １． ダナンのIT産業が急成長した理由 ますます発展するベトナムのIT業界の中で、ダナンは特に注目を集めています。ひと昔前、日本企業によるダナンへの投資は、製造・加工業が中心でした。 しかし、10年程前からソフト開発や設計などのIT分野への投資が目立つようになり、2018年には投資件数の25％がIT分野という状況になりました。 このようにダナンのIT産業が注目を浴びるようになった理由は何でしょうか？理由は３つあります。 １-１．人件費が安い ダナンのIT産業が急成長した大きな理由は人件費の安さです。ベトナムはASEAN諸国の中でも人件費が安い国です。ダナンはホーチミン、ハノイに次ぐ第3の都市ですが、その人件費は20％以上も安いと言われています。 賃金（月額） ハノイ ホーチミン ダナン 法定最低賃金 156 156 138 ワーカー（一般工職） 181 193 158 エンジニア（中堅技術者） 346 349 226 単位USD/月（JETRO 2016） さらに、ダナンのIT業界の離職率はわずか8％であり、ハノイやホーチミンが20％であるのに比べて非常に低くなっています。 このように、人件費が安く離職率が低いダナンのIT産業はオフショア開発先として注目を集め、多くの日本企業がダナンへ進出しました。 １-２．国による優遇政策 2010年、ダナンはベトナム政府からIT特区に認定されました。海外のIT企業に対する優遇政策として、法人税免除、土地リース料免除などが適用されました。 このように、国をあげて企業誘致に力を入れたことにより、多くの日本IT企業がダナンへ進出しました。 １-３．若く優秀な人材 若く優秀な人材が多いことも、ダナンのIT産業の成長に貢献しているでしょう。ダナン市には大学と短大が25校あります。その中で、工科大学、IT教育大学、IT短大などITを専攻とする学部・学科があります。 また、IT分野だけではなく、オフショア開発に重要な日本語教育も充実しています。さらに、ベトナムではほとんどの大学でインターンシップが必須となっています。 インターン先でIT企業を志望する学生も多いため、企業にとっては一緒に働いた経験のある学生を雇うことができるというメリットがあります。このように、ダナンはITと言語の両方で、若く優秀な人材が多いと言えるでしょう。 2． ダナンのIT産業...
Outsourcing System Maintenance: Key Benefits & How to Choose the Right Partner
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Things the client should keep in mind when outsourcing development projects.
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Offshore software development rates by country
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How to Standardize IT Department Work | Practical Points to Prevent Individual Dependence
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Why choose lab-type offshore development?
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Software Quality Issues – BAP Software
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