Comprehensive Technology Solutions for Energy Management and Trading
In the context of rapid digital transformation and the increasing demand for energy, energy companies are facing numerous challenges....
Knowledge
At BAP, we always learn, update and share offshoring knowledge as well as innovative technology.
Software developmentBlockchain technologyAIGAMECryptocurrencySalesforceNFTOffshore developmentSAPAI technologyOffshoreSmart contractOffshore servicesCRMMetaverseTest AutomationSoftware TestingAI servicesビッグデータSaaSERPInformation technologyOutsourcingIT outsourcingSAP S/4HANAJavaSmartphone AppVR applicationsQA/QC
AI Governance – The Key for Enterprises to Harness AI Safely and Effectively in 2025
AI Governance — or the governance of AI — is essentially the “rulebook” that enables enterprises to leverage AI...
VPN – 仮想プライベートネットワーク
Sorry, this entry is only available in 日本語. VPN【 Virtual Private Network】 仮想プライベートネットワーク VPN とは、通信事業者の公衆回線を経由して構築された仮想的な組織内ネットワークまたはそのようなネットワークを構築できる通信サービスを指します。 古くは電話回線で用いられていたいたもので、全国に拠点を持つ大企業の内線電話などを公衆網を中継して接続するサービスでした。 その後、VPNは一般的に企業内ネットワークの拠点間接続などに使われ、自社ネットワーク内部の通信と区別がつかないレベルで遠隔地の拠点との通信が行えるようになってきました。 VPNを用いることで、安全な通信ルートを確保した上で重要な情報をやり取りでき、悪意ある外部アクセス者から情報を守ることができるようになります。 活用例としては、空港や駅、商業施設などで使われている無料Wi-Fiサービス上での通信をVPNを用いて暗号化することで通信内容を盗み見られるリスクを避けることができます。 VPN の実装 以前は各拠点間に専用線を入れて直接通信していたケースが見られましたが、近年ではキャリアのバックボーンを利用することでコストを抑えた拠点間接続が可能です。 もちろんバックボーン内では多くの企業のデータが混在することになりますが、データは認証や暗号化によって保護されており、漏洩、盗聴などの危険性は低くなります。 バックボーンにインターネットを利用する「インターネットVPN」も作られており、通常のVPNサービスよりもさらにコストを抑えて利用が可能となっていますが、セキュリティや通信品質の確保はキャリアの通信網を利用するよりもやや難しくなっています。 ブロックチェーンが知られるようになってからは、VPNのブロックチェーン化プロジェクトも発足しています。 一例として、Mysteriumがあり、余分な帯域幅をネットワークに共有するユーザーへの報酬としてデジタル通貨を獲得できるように設計しています。...
Society 5.0 – Building a Smarter, More Inclusive World
Society 5.0 is a concept proposed by the Japanese government and various governmental agencies worldwide, referring to a new, highly digitalized society. By promoting the idea of Society 5.0, countries aim to build a smarter society through the utilization of big data collected from...
Recommended 5 Java system development companies In Japan
Java system development is so famous in IT sector, and it is applied from web, apps, or even game. In this article, we will introduce to you about recommended 5 Java system development companies in Japan that your business can consider when having intention...
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...
Offshore software development rates by country
As a viable way to save costs and access talent, offshore software development has become more popular in recent years. But before choosing where to hire software developers, it is essential that you must understand the price differences in each country. In this article,...
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...
Salesforce’s leading products that users need to know
Salesforce is a name that is no longer strange in the software development world. But for users, organizations, and businesses, not everyone understands it well. In the current market, there are many companies that provide CRM (Customer Relationship Management) platforms. If you are interested...
GenAI Solutions for Businesses: Efficiency and Safety
In the age of modern technology, GenAI or generative AI stands out as one of the most trendy technologies. From enhancing the efficiency and accuracy of current AI systems to providing fresh prospects for the creative industry, Generative AI is generating a buzz. 1....
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...
ブロック【block】- ブロックチェーン開発 ・オフショア開発なら株式会社BAP
Sorry, this entry is only available in 日本語. ブロックチェーンシステムにおいて、一定量のトランザクションデータをまとめて永続的に記録するファイルを ブロック と呼びます。 ブロックチェーン開発 においてはブロックの設計によってトランザクションスピードに影響がでるため、重要な項目です。 時間とともに新たに生成されたトランザクションデータは、 1.トランザクションプールと呼ばれるデータ貯蔵庫に一時的に保管され、 2. マイニング作業によって新たなブロックとしてまとめあげられ、 3. 正当性が承認されると古いブロックに繋がれてチェーンを形成します。 ブロックがより長くブロックチェーンに埋め込まれるにつれて変更や削除がより困難になり、ブロックチェーンの不可逆的なトランザクション記録が形成されます。 ブロックが存在しないブロックチェーン IOTAやNANOのような、DAG型（有向非巡回グラフ型）と呼ばれるタイプのブロックチェーンは、トランザクションをブロックとして纏めずに関連のあるトランザクション同士をハッシュで繋いでいます。 ブロックがないので、ブロック生成時間や送信速度の遅延、承認報酬のために高い手数料を支払うといった問題を解消することができます。 その一方で、ブロックを形成することで得られてたセキュリティ面の課題が残っており、今後の発展が望まれています。 ブロックチェーン開発 のご相談は株式会社BAPへ 株式会社BAPでは ブロックやチェーンのデザインを含めた開発コンサルティングが可能です。 見積、相談、開発委託などのお問い合わせはこちらへ。...
Offshore
Onshore and Offshore: Which is the best choice for business?
Onshore and Offshore are not new terms in the business world. However, many people are still confused about choosing...
オフショアを始める前にやっておきたいこと
Sorry, this entry is only available in 日本語. 1. オフショアに関する意識調査結果から 少し古くなりますが、IPAの調査データに次のようなものがあります。IPA (Information technology Promotion Agency) がオフショアに関してIT企業に出したアンケートの結果です。調査Aでは、70％以上が「現在より拡大したい」と言っており、調査Bでは、「70％以上が予定なし」と答えています。 まったく相反するような結果が出ていますが、実はこれ、調査Aは既にオフショアを実施している企業からの回答であり、調査Bは過去に一度もオフショアを実施したことがない企業からの回答なのです。 一概には言えませんが、オフショアで開発を経験した企業はそのメリットを享受し、さらに利益を求めて拡大へと向かい、経験したことがない企業は、実感としてメリットを捉えることができないためにさらにオフショア実施に対して消極的になってしまっているという構図がうかがえます。 2....
What Can The E-Learning System Helps Educational Businesses?
According to the latest report from IMARC Group, the global E-learning market reached USD 342.4 billion in 2024 and...
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...
Offshore software development rates by country
As a viable way to save costs and access talent, offshore software development has become more popular in recent...
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...
Speaker recognition and speaker verification
Problem: Speaker recognition: is the process of automatically recognizing who is speaking by using the speaker-specific information included in speech waves to verify identities being claimed by people accessing systems; that is, it enables access control of various services by voice. Speaker verification (also...
Spaced Repetition
Problem: Spaced Repetition Recommend vocabulary and vocabulary repetition intervals for each user. Input: Vocabulary, User’s info Output: Spaced repetition schedule In this problem,we need personalization. Solution: For this problem, we use the Leitner system and Half-life Regression (HLR) for spaced repetition...
Streamlining Manpower Management for SMEs
As an IT consulting company specializing in digital transformation solutions, we embarked on a mission to tackle the challenges faced by small and medium-sized enterprises (SMEs) in the manpower industry. Our aim was to alleviate common pain points and elevate operational efficiency through the...
NFT Marketplace
Challenge: NFT marketplaces are platforms where NFTs can be stored, displayed, traded, or even be-ing minted (created). It’s similar to what ecom platforms like Amazon, eBay do for real goods. The digital assets have had significant dominance over the NFT marketplace and now many...
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 ⏱️...
AI in Finance: Boosting Invoice-to-Cash Efficiency with Intelligent AI Agents
1. Overview Our client — a mid-sized commercial bank in Asia — was seeking to improve compliance efficiency within its Invoice-to-Cash (I2C) process. With thousands of invoices and documents to process weekly, they needed a solution that could automate compliance checks with high accuracy,...
Game Farm Pro
This is an interesting game that you can relax after the long working day. When you go into the game, you can experience the activities like you stay in the farm including: Feeding chicken, cow and pig Doing apple pie Managing your own store...
Kick The Man
Kick The Man is the very first game that was published by BAP on Google Play and App Store. The game is about the fierce battles between a young man against the dark force for the truth about his father. Will love win over...
Medical Image Analysis
OVERVIEW – Procedures such as detecting tumors, artery stenosis, organ delineation employ various different methods and frameworks like MapReduce to find optimal parameters for tasks like lung texture classification. – It applies machine learning methods, support vector machines (SVM), content-based medical image indexing, and...
Financial Compliance Reinvented with AI: 60% Faster Audits
🎯 Goal: Automate compliance checks in invoice and contract processing to ensure legal standards and reduce internal audit workload 📦 Solution: Document Parsing + LLM Review + Rule-based Decision Engine ⚙️ Technology Stack: Azure Form Recognizer, LangChain, GPT-4 Private, Python Ruleset 📈 Result: Reduced...
A full-cycle implementation project for a hypermarket and retailer chain in Malaysia
Role: Requirement analysis Develop modules to meet requirements Implement remote label printing functionality for use with Covid 19. Period 2021 Team size 14 Environment SAP S/4HANA 2020 Technology ABAP 7.54 JavaScript...
SAP maintenance and operations
Role: Implement reporting functions for MM and HCM modules Implement common functions to analyze and fulfill requirements Implemented the ability to upload QM/supplier list data Period 2016 – 2018 Team size 15 Environment SAP ECC6.0 Technology ABAP 7.3...
Virtual Power Plant System: An innovative method of energy management
1. Overview A number of technological advancements as well as climate changes are affecting the energy industry worldwide. In addition to traditional centralized power plants, distributed energy resources (DERs), such as solar energy and energy storage systems, are now being deployed to complement them....
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...
Smart E-learning
Challenges: Building learning contents are one of the most important factors of businesses to enhance the quality of teaching as well as learners’ experience, so does your business own a learning management system (LMS) to do it? BAP offers Smart E-learning in this situation,...
Crypto Trading
Challenge: Our Client needs to develop a cryptocurrency exchange that requires being able to trade with crypto pairs, top10 coinmarketcap such as BTC, ETH, RIPPLE … requires fast matching speed and high security. Including complete KYC and reporting systems because the customer is an...
Game Smart Rock-Scissor-Paper
Smart-contract-based on Rock-Paper-Scissor game which runs on Ethereum Blockchain...
Developing a Private Chain for the Client’s Exclusive Ecosystem
Overview The client from Japan requested the development of a private chain to support specific business operations within their own ecosystem. The goal was to provide a secure and efficient blockchain platform where transactions could be executed without gas fees, creating a seamless trading...
Smart OCR
Challenges: Knowledge is humanity’s greatest asset. Books are invented to keep the knowledge is well-shared from generation to generation. However, in the digital transformation age, we need to transfer the data from books to digital databases. If you are looking for a method to...
Top Students
Challenges: You can not build a system or provide a service if you don’t understand the needs of the customers. But understanding is not the necessary condition, you have to provide a proper solution to the problem. TOP STUDENT is a website that...
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...
Operation and maintenance support for an electronics manufacturing company
Project descriptions: SAP operation and maintenance support for a consumer electronics manufacturing company manufacturer Role: Business analysis, specification changes, system customization, basic design, and integration testing MM add-on development Period 2020/7 – 2021/7 Team size 10 Environment SAP S4 HANA...
Human Semantic Segmentation
Overview for Semantic Segmentation For segmentation, demonstrates the steps to use the DeepLab model to perform semantic segmentation on a sample input image. Expected outputs are semantic labels overlayed on the sample image, such as some of examples including. Atrous Spatial Pyramid Pooling (1/2)...
Shared Truck
Challenge: “Sharing economy” is a big keyword in recent period. There are many services that do well in this section such as Uber / Grab for private car sharing, Airbnb for space sharing, Uber Eat / Now Delivery / Grab Food for food delivery....
KINTONE – Business Improvement Platform
Challenges: The traditional method of filling in work content check forms by hand is time-consuming and causes service implementation and reporting to take longer than it should because of the time required to retype the data for data utilization. The man-hours required to prepare...
Solana Blockchain Game Solution with NFT & Livestreaming
Overview The client from Japan requested the development of a mobile game on the Solana blockchain platform, where in-game characters and assets would be created as NFTs. These assets can be traded on Solana-supported marketplaces. The game is not only for entertainment but also...
Dynamic AI Production Planning: Adapting to Market Volatility with Agility
In today’s fast-moving manufacturing environment, order fluctuations and market shifts are constant challenges—causing disruptions to production schedules, delivery delays, and resource inefficiencies. Our dynamic AI-powered production planning solution enables your business not only to respond swiftly but to thrive amid volatility, supporting your transition...
Screw Factory
Screw Factory is a 3D game built on Unity engine with an impressive interface. We offer huge art assets with different objects in different styles for players to experience interestedly. The game is inspired by the real objects around us, it simulates the actions...
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...
Achieving 99.9% Uptime for a Nationwide POS System with BAP’s System Operations Services
1. Overview A retail enterprise operating over 500 stores nationwide utilizes a centralized Point of Sale (POS) and inventory management system. To ensure seamless shopping experiences and data accuracy, the company required a 24/7 system monitoring and maintenance solution that minimizes downtime and prevents...
Technology
![[For Beginners] What is Salesforce?](https://cdn.bap-software.net/2019/09/salesforce.jpg)
[For Beginners] What is Salesforce?
In recent years, the IT industry has seen a shift from servers to the cloud, making cloud adoption an...
Quantum Computing: Revolutionizing the Technology Industry and Untapped Potential
An introduction to Quantum Computing Quantum computing is an emerging field of advanced computer science that exploits the unique...
AI Consulting and Implementation Solutions for Businesses
Applying AI in business is no longer an option – it is a critical competitive strategy. However, to implement...
What is Play to Earn? All information revolves around the P2E trend
Play to earn has been one of the trending keywords from mid-2021. This trend has made the cryptocurrency market...
What is the software development model? How to choose the right software development model?
The software development life cycle is the process of planning, designing, developing, and implementing high-quality software at the lowest...
What Businesses Need To Know About SAP Cloud
SAP Cloud Platform is a cloud computing platform (PaaS) developed by SAP, enabling businesses to flexibly expand, integrate, and...
Introducing BAP Office and Software Development in Ho Chi Minh City
1/ Overview of the software development in Ho Chi Minh City When mentioning Ho Chi Minh City (HCMC), people often immediately think of the key economic center of the country, a place of constant innovation and development. In that overall picture, the software development...
What is SAP Business One (SAP B1)? SAP B1 implementation cost?
SAP Business One is a topic that many technology experts around the world are interested in. This software has also attracted considerable attention from small and large enterprises in many different industries. So, what is SAP B1? How does this software work, what is...
Introduction to BAP Office and Software Development in Hue
1. Overview of the Software development in Hue The Information Technology (IT) industry in Hue is becoming one of the key economic sectors of Thua Thien Hue province. Regarding achievements, software development in Hue has reaped a local revenue of more than 10,000 billion...
What is SAP S/4HANA? Benefits of SAP exploit before 2027
Data analysis is an important process in today’s business management process and SAP S/4HANA is one of the supporting systems for this process. The solutions from SAP ERP are being used popularly in a lot of countries around the world, although lots of people...
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 to its flexibility, cost-efficiency, and scalability. However, selecting the right SaaS provider is far from simple. This article outlines the most important evaluation criteria and...
IT infrastructure: Detailed information and opportunities for career development in the IT field
Developing information technology opens up many opportunities for related professions and fields, one of which is the concept of “IT infrastructure”. The following article will focus on providing useful information about IT Infrastructure and job development opportunities. 1. What is IT infrastructure? IT infrastructure...
What is Blockchain? How does Blockchain work?
The idea of blockchain has been around since the 90s. However, it was first introduced in 2008 as the distributed ledger behind bitcoin transactions. As blockchain continues to grow stronger and become more popular with users, have you ever wondered “How does blockchain work?”....
Hyperautomation – The Strategic Lever Accelerating Digital Transformation
In the era of digital transformation, automation is no longer a choice. Moving beyond RPA or workflow automation, the concept of Hyperautomation has emerged as a major breakthrough — integrating Artificial Intelligence (AI), Robotic Process Automation (RPA), Machine Learning (ML), and various other advanced...
Top 10 Leading Digital Twin Technology Companies in the Industry in 2025
Digital Twin – real-time digital simulation technology – is becoming a vital piece in enterprises’ digital transformation journey. This article compiles the list of the Top Trusted Digital Twin Technology Companies in 2025, selected based on multiple criteria. The list serves as a valuable...
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...
Stable Diffusion – Revolution in creative photo design technology.
Stable Diffusion is a deep learning model that employs diffusion processes to generate high-quality artwork from input photos. Simply said, when you provide the model a cue regarding Stable Diffusion, it will be taught to generate a realistic picture that fits your description. In...
Introducing some of the current blockchain development services
Blockchain is one of the most sought-after technologies today. Many individual and corporate customers in many fields are looking for blockchain development services to serve their business processes. If you are also interested in blockchain development services, this article is for you. I. What’s...
Discover OutSystems Platform: The Ultimate Solution for Application Development
What is OutSystems Platform? OutSystems is a low-code app development platform that lets you build apps quickly. The platform is primarily meant for developers and business users who want to accelerate the development process by saving significant time on front-end and back-end system integration,...
Introduction to BAP Office and Software Development in Da Nang
1. Introduction to the software development in Da Nang With a strategic location on the Central Coast of Vietnam, Da Nang is emerging as a center of Information Technology (IT) and. The city government has applied many policies to support the development of the...
What you need to know about Virtual currency wallet
There are many people who still look for virtual currency wallet information to start their investment with coins. This article will help them explain from the concept to mechanism, and types of them. 1. What is virtual currency wallet? Its nature is a place to...
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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Smart Credit Scoring with AI: 22% Improvement in Loan Risk Classification Accuracy
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D2D
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Human Resources Management System: A Revolutionary Approach
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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
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オフショアを始める前にやっておきたいこと
Sorry, this entry is only available in 日本語. 1. オフショアに関する意識調査結果から 少し古くなりますが、IPAの調査データに次のようなものがあります。IPA (Information technology Promotion Agency) がオフショアに関してIT企業に出したアンケートの結果です。調査Aでは、70％以上が「現在より拡大したい」と言っており、調査Bでは、「70％以上が予定なし」と答えています。 まったく相反するような結果が出ていますが、実はこれ、調査Aは既にオフショアを実施している企業からの回答であり、調査Bは過去に一度もオフショアを実施したことがない企業からの回答なのです。 一概には言えませんが、オフショアで開発を経験した企業はそのメリットを享受し、さらに利益を求めて拡大へと向かい、経験したことがない企業は、実感としてメリットを捉えることができないためにさらにオフショア実施に対して消極的になってしまっているという構図がうかがえます。 2. オフショアを始める前に何をする必要があるか？ このように経験したことがない企業が、オフショアを検討し始める際には当然のごとく不安が付きまとうことになります。また、何も考えずにオフショアを始めたのでは、過去の失敗事例同様の結末になりかねません。オフショアでの開発は、少なからずリスクが存在します。ここでは、リスクに対する不安を少しでも和らげるために、何をすれば良いかについて紹介します。オフショアを始める前には、最低でも次のことはやっておきましょう。 目的を明確にする 概要を理解する オフショアの事例を研究する オフショア先（国）候補を決める 2.1 目的を明確にする まず、オフショアの目的を明確にしておきましょう。目的により、オフショアの進め方、オフショア先が違ってきます。目的としては次のようなものが考えられます。 コスト削減 人件費の低い国での労働力を活用し、開発予算を抑えます 人材不足解消 日本国内での人材不足解消の手段を海外に求めます スキル導入 自社に技術スキルがなく、即時にそのスキルを導入したい場合に活用します 2.2 概要を理解する 次に、オフショアの契約形態とそのフォーメーションについて理解しておきましょう。大きく分けると受託開発型とラボ型の二つに分類することができます。 受託開発型 オフショア側に納品責任が有る、日本で一般的に採用されているものと同様の契約モデルです。事前に決められた仕様、期間、金額通りにシステムを納品することでプロジェクトが完了します。現地とブリッジSEを窓口にして開発を進めます。 ラボ型開発 同ーのオフショアチームを一定期間、一定予算で抱え込んで開発を進めるやり方です。お客様は、ブリッジSEを通して、或いは直接オフショア側のチームに指示を与えます。 3. オフショアの事例を研究する 目的がはっきりして、オフショアの概要を理解したら、次に他部門・他社のいろいろな事例について研究するとよいでしょう。先達が残してくれた事例は、失敗しないための貴重な財産になります。事例については、インターネットを検索しても、すぐにたくさんの成功事例、失敗事例を見つけることができます。その事例から、注意点やリスクを自分で読み取ることはとても役に立つでしょう。...
Why choose lab-type offshore development?
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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。...
