APC 技術ブログ

株式会社エーピーコミュニケーションズの技術ブログです。

株式会社 エーピーコミュニケーションズの技術ブログです。

SIG の検索結果:

Actions Runner Controller Deep Dive!- アーキテクチャ編 -

…rvice unassigns the job if no runner accepts it. Once the runner pod is created, the runner application in the pod uses the JIT configuration token to register itself with the Actions Service. It then establishes another HTTPS long poll con…

Application Gateway for ContainersでGateway APIを使う

…teway-api.sigs.k8s.io Role-oriented - Gateway is composed of API resources which model organizational roles that use and configure Kubernetes service networking. Portable - This isn't an improvement but rather something that should stay the…

GitHub Copilot Chatの /explain-jaコマンド をショートカットキーで実行する(VSCode)

はじめに こんにちは、ACS事業部の過部です。 皆さま、GitHub Copilot Chatをいかが活用されてますでしょうか。 GitHub Copilot Labsと比べてコード説明機能が格段に向上してこともあり、よわよわエンジニアの自分はソースコードに片っ端から/explainを実行してコードリーディング補助ツールとしてこき使っています。GitHub Copilot Chatは現在、限定パブリックベータ版としてGitHub Copilot for Businessユーザ…

Application Gateway for Containersがプレビュー公開されました

…az role assignment create --assignee-object-id $MANAGED_ID_PID --assignee-principal-type ServicePrincipal \ --scope $AKS_RG_ID --role "acdd72a7-3385-48ef-bd42-f606fba81ae7" 作成したマネージドIDにワークロードIDのフェデレーション設定を行います。 AKS_OIDC_ISSUER="$(az aks sho…

AWS Certified Data Analytics - Specialty 合格体験記

AWS

…ena, QuickSight, OpenSearch, Lake Formationあたりのサービスが中心となるのですが、どのサービスもほぼ触ったことなかったので、最初は結構苦労しました。 しかし問題集を1周し終わったくらいの段階で、だいぶコツが掴めてきて試験中も自信を持ってできました。 取り上げられるサービス数が少ないので、パターンが分かってくれば対応可能という感じです。 余談 オンライン受験したのですが、1クリックするたびに必ず4-5秒ロードされるという悲しい状態で受験…

Azure Container AppsでKeyVaultからSecretを取得する

…ity/userAssignedIdentities@2023-01-31'existing = { name: managedIdentityName } resource environment 'Microsoft.App/managedEnvironments@2023-04-01-preview' existing = { name: acaEnvironmentName } resource app 'Microsoft.App/containerApps@202…

Bicepを使ってAzure Container Appsで無料のマネージド証明書を導入

…e: 'UserAssigned' userAssignedIdentities: { '${managedIdentity.id}': {} } } properties: { managedEnvironmentId: environment.id configuration: { ingress: { external: true targetPort: 80 // この部分がカスタムドメイン登録情報 customDomains: [ { name: '${cname}…

A Technical Deep Dive into Unity Catalog's Practitioner Playbook Part 2/3

…mes are designed for non-tabular data sets. This allows for the centralized management of data in various formats. Understanding the characteristics and advantages of Unity volumes can make data management more flexible. ​ - Unity Volumes: …

A Technical Deep Dive into Unity Catalog's Practitioner Playbook Part 1/3

…ulting in significantly improved data management efficiency. ​ Unity Catalog offers powerful features such as: ​ Unified Visibility: It allows for a centralized view of all data and AI activities. Access Control: It enables strict managemen…

Planning and Executing a Snowflake Data Warehouse Migration to Databricks Part 2/2

…bilities, significantly improving the value of the data. ​ Summary ​ In this article, we discussed in detail the planning and execution of data warehouse migration from Snowflake to Databricks. Understanding this process and executing it pr…

Best Practices for Setting Up Databricks SQL at Enterprise Scale

… SQL is designed with data security in mind, allowing companies to operate their data warehouses with confidence. Scalability: Databricks SQL supports enterprise-scale data warehouse configurations and can efficiently process large amounts …

Delta Sharing: The Key Data Mesh Enabler Part 2

…are his insights on data mesh and Delta Sharing. ​ The theme of this presentation is "Delta Sharing: The Key Data Mesh Enabler," aiming to explain the key enablers of data mesh. The target audience includes technical professionals intereste…

Data + AI Summit Keynote Day 2 Part 2

… bringing significant progress in the field. AI has existed alongside the computer industry and the internet for a long time, but it has only recently started to function due to the availability of large amounts of data. The concept of mult…

Data + AI Summit Keynote Day 2 Part 1

…ed out as significant barriers. ​ The Importance of Data in Driving Improvement and Impact in AI Use Cases ​ Finally, the importance of data in driving improvement and impact in AI use cases was emphasized. Data plays a central role in the …

The Hitchhiker's Guide to Delta Lake Streaming

…process Designing a practical data collection process This guidebook will help you improve your data collection process and ensure efficient data collection. Summary Improving the data collection process is important to improve data quality…

The Future of Data Management and Governance

…-up and insight management, and enables data source consolidation. Features that facilitate collaboration with external data sources Lakehouse Federation offers the latest concepts, features and services, including: Data Integration: You ca…

Fine Tuning and Scaling Hugging Face with Ray AIR

… AIR is designed to allow customization of various settings for model training and evaluation. This allows developers to choose the settings that best suit their needs. ​ Take advantage of the latest concepts and features ​ RAI AIR leverage…

Data Biases and Generative AI: A Practitioner Discussion

…dataset Design the generative AI algorithm with diversity in mind Evaluate bias in generated data and make improvements Through such efforts, it is expected that the development of generative AI, including diversity and ethnicity, will be p…

Data Application Bundles: A Standard, Unified Approach to Deploying Data Products on Databricks

…ludes redesigning and retesting existing data products. About the latest concepts, features and services Databricks Asset Bundles offer the latest concepts, features and services such as: Versioning: Databricks Asset Bundles support version…

Streaming Schema Drift Discovery and Controlled Mitigation

…thod of designing a data processing system to be flexible to schema changes. This allows the system to automatically react to schema drift and maintain data accuracy and consistency. About the latest concepts, features and services Recently…

Data Caching Strategies for Data Analytics and AI

…d cache design in AI training ​ AI training requires high-speed processing of large amounts of data. Therefore, optimizing data access patterns and cache design are important. Specifically, factors such as: ​ Data locality: By concentrating…

Unlocking the Value of Data Sharing in Financial Services with Lakehouse

…ain new insights. About the latest concepts, features and services Lakehouse offers the latest concepts, features and services. This further increases the value of data sharing in the financial services industry. Introduction of new data an…

Testing Generative AI Models: What You Need to Know

…e model design stage, apply methods to reduce bias, and introduce technologies to protect privacy. 3. Security and privacy risks Security and privacy risks are the risks that AI systems can be exploited by malicious attackers. Risks include…

Databricks Cost Management: Tips and Tools to Stay Under Budget

…ances can significantly reduce costs Resource monitoring and analysis: Monitoring and analyzing Databricks resources enables cost visualization and appropriate cost management. Understanding clusters and cost management is key In Databricks…

Factory of the Future: Case Study of Building Digital Twins Using Knowledge Graphs and Generative AI

…tes new designs and processes based on data, supporting the efficient reconstruction of factories. ​ Combining these technologies enables factory reconfiguration simulation using digital twins, enabling more efficient and flexible factory o…

Jet Streaming Data and Predictive Analytics

…al-time insight into flight operations and take appropriate countermeasures. Leveraging Lakehouse and Apache Spark™ Ascentia leverages Lakehouse and Apache Spark™. These technologies make it possible to efficiently process large amounts of …

De-Risking Language Models for Faster Adoption

…a quality significantly affects the performance and reliability of AI systems. By using high-quality data, you can reduce the risks of the system and develop a safer and more reliable system. ​ Involving Stakeholders ​ In the development of…

A Fireside Chat: Building Your Startup on Databricks

…usiness insights ​ Benefits of Partnering with Databricks ​ By partnering with Databricks, startups can enjoy the following benefits: ​ 1. Access to a larger customer base 2. Opportunities for joint collaboration 3. Improved data analytics …

Getting Insight From Anything: Gathering Data With IoT Devices and Delta Live

…Getting Insight From Anything: Gathering Data With IoT Devices and Delta Live." Collecting Data with Delta Live)” is an overview of the session. In this session, Andrew Blance explained how to collect data for data-driven decision-making an…

Getting Insight From Anything: Gathering Data With IoT Devices and Delta Live(インサイトを得る:IoTデバイスとデルタライブでデータを収集する)

…Getting Insight From Anything: Gathering Data With IoT Devices and Delta Live(インサイトを得る:IoTデバイスとデルタライブでデータを収集する)」というセッションの概要をご紹介します。 本セッションでは、Andrew Blance氏による、データ駆動の意思決定やビジネス問題の洞察を得るためのデータ収集方法について説明しました。データ収集における問題点とその解決策について議論が行われました。 データ駆…