# Cloud Published articles for Cloud. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## What is AIOps? DevFeed: [What is AIOps?]() Original publisher: [Read original article]() Author: Databricks Staff Published: 2026-09-17T16:49:43Z Content type: tutorial Language: en Sources: [Databricks]() Topics: [AIOps](), [Artificial Intelligence](), [Monitoring](), [Grafana](), [Microservices](), [telemetry](), [Cloud]() Tags: [ai](), [aiops](), [cloud](), [data-plus-ai-foundations](), [devops](), [logs](), [machine-learning](), [microservices](), [monitoring](), [network](), [observability]() ### AI overview This guide explains AIOps, which applies AI and machine learning to IT operations to detect anomalies, correlate events, identify root causes, and trigger responses. It describes how AIOps analyzes logs, traces, events, and network topology, while complementing observability, DevOps, and human judgment. ### Source excerpt Artificial Intelligence for IT Operations (AIOps) applies AI and machine learning to IT operations to detect anomalies... ## CoreWeave Deploys Multi-Rack Vera Rubin NVL72 Cluster: Hundreds of Rubin GPUs, 1.6 Tb/s Per GPU, and a No-Fee Archive Tier DevFeed: [CoreWeave Deploys Multi-Rack Vera Rubin NVL72 Cluster: Hundreds of Rubin GPUs, 1.6 Tb/s Per GPU, and a No-Fee Archive Tier]() Original publisher: [Read original article]() Author: Harold Fritts Published: 2026-09-17T15:48:47Z Content type: news Language: en Sources: [StorageReview.com]() Topics: [Vera Rubin NVL72](), [GPU](), [Cloud](), [Nvidia](), [Artificial Intelligence](), [NVLink](), [dell](), [Hardware](), [Network](), [Inference Performance]() Tags: [ai](), [cloud](), [dell](), [enterprise](), [gpu](), [hardware](), [mlperf](), [network](), [nvidia](), [nvl72](), [nvlink](), [vera-rubin-nvl72]() ### AI overview CoreWeave has deployed a multi-rack NVIDIA Vera Rubin NVL72 cluster on CoreWeave Cloud for agentic AI workloads. The deployment connects hundreds of Rubin GPUs through NVLink 6 and NVIDIA Spectrum-X Ethernet, with up to 1.6 Tb/s of backend connectivity per GPU. CoreWeave also announced cross-region write acceleration and a new Archive tier for CoreWeave AI Object Storage. ### Source excerpt CoreWeave has deployed a multi-rack NVIDIA Vera Rubin NVL72 cluster on CoreWeave Cloud, connecting hundreds of Rubin GPUs into a single scale-out environment aimed at agentic AI workloads. Each Dell-built rack carries 72 Rubin GPUs, 36 Vera CPUs, NVLink 6 as the scale-up fabric, BlueField-4 DPUs, and two ConnectX-9 SuperNICs per GPU, and the racks The post CoreWeave Deploys Multi-Rack Vera Rubin NVL72 Cluster: Hundreds of Rubin GPUs, 1.6 Tb/s Per GPU, and a No-Fee Archive Tier appeared first on StorageReview.com. ## Kubernetes Multi-Cluster Project Karmada Reaches CNCF Graduation DevFeed: [Kubernetes Multi-Cluster Project Karmada Reaches CNCF Graduation]() Original publisher: [Read original article]() Author: Claudio Masolo Published: 2026-09-17T10:00:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [Kubernetes](), [Orchestration](), [Cloud](), [Computing]() Tags: [ai-architecture](), [cloud](), [cluster](), [clusters](), [cncf](), [devops](), [karmada-kubernetes-cncf](), [kubernetes](), [multi-cloud](), [news](), [orchestration](), [project](), [release]() ### AI overview The CNCF announced that Karmada, a multi-cluster and multi-cloud Kubernetes orchestration project, graduated to its highest maturity tier. The announcement coincided with Karmada v1.19, which improves multi-component scheduling for AI training jobs and makes priority-based scheduling available by default in Beta. ### Source excerpt The Cloud Native Computing Foundation (CNCF) announced on September 2026 that Karmada, a multi-cluster and multi-cloud Kubernetes orchestration project, has graduated. This multi-cluster and multi-cloud Kubernetes orchestration project reached CNCF's highest maturity tier. By Claudio Masolo ## Group Replication Beyond a Single Cluster: DC-DR with Percona (PS MySQL) Operator DevFeed: [Group Replication Beyond a Single Cluster: DC-DR with Percona (PS MySQL) Operator]() Original publisher: [Read original article]() Author: Anil Joshi Published: 2026-09-17T06:43:32Z Content type: tutorial Language: en Sources: [Blog - Percona]() Topics: [Replication](), [export](), [Percona Server for MySQL](), [configuration](), [Server](), [Kubernetes](), [Database]() Tags: [cloud](), [configuration](), [database-trends](), [featured](), [innodb-clusterset](), [insight-for-dbas](), [kubernetes](), [kubernetes-operators](), [mysql](), [mysql-group-replication](), [mysql-high-availability](), [mysql-replication](), [open-source](), [operator](), [percona-kubernetes-operators](), [percona-operator-for-mysql](), [percona-server-for-mysql](), [percona-software](), [replication](), [uncategorized](), [yaml]() ### AI overview This tutorial explains how to configure cross-site replication between two Percona Operator for MySQL clusters to create a ClusterSet environment for disaster recovery and switchover between data-center and disaster-recovery members. It covers deploying the clusters, retrieving endpoints and cluster names, transferring credentials, and initializing the DR cluster. ### Source excerpt A while ago, we discussed the cross-site replication feature of the Percona PXC operator. Recently, a similar cross-site replication feature was introduced in the Percona (PS MySQL) operator v1.2.0, a topology based on Group Replication/InnoDB Cluster. In this blog post, we will explore how to add a DR Cluster to an existing DC Cluster to ... Continued The post Group Replication Beyond a Single Cluster: DC-DR with Percona (PS MySQL) Operator appeared first on Percona. ## GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity DevFeed: [GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity]() Original publisher: [Read original article]() Author: Steef-Jan Wiggers Published: 2026-09-17T04:59:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [Cybersecurity](), [gpt-6-astra](), [OpenAI](), [Vulnerabilities](), [Exploit](), [browser](), [Kernel](), [Chain-of-thought]() Tags: [agents](), [ai](), [ai-ml-data-engineering](), [architecture](), [architecture-design](), [azure](), [browser](), [chain-of-thought](), [cloud](), [cybersecurity](), [development](), [devops](), [exploit](), [generative-ai](), [governance](), [gpt-6-astra](), [gpt-6-astra-critical-cyber](), [kernel](), [machine-learning](), [ml-data-engineering](), [news](), [openai](), [vulnerabilities](), [zero-day]() ### AI overview OpenAI classified GPT-6 Astra as the first model to reach its Critical cybersecurity threshold. Expert-led evaluations reported previously unknown vulnerabilities in a browser and an operating-system kernel, along with working exploit chains. The system card also reported a substantial decline in chain-of-thought monitorability. ### Source excerpt OpenAI has classified GPT-6 Astra at the Critical cybersecurity threshold under its Preparedness Framework, a first. In expert-led testing the model found previously unknown vulnerabilities in a browser and an OS kernel and built working exploits. The same system card reports a substantial decline in chain-of-thought monitorability. By Steef-Jan Wiggers ## Snap Announces New "anticipatory" AI Service & Apps for First Consumer 'Specs' AR Glasses DevFeed: [Snap Announces New "anticipatory" AI Service & Apps for First Consumer 'Specs' AR Glasses]() Original publisher: [Read original article]() Author: Scott Hayden Published: 2026-09-16T23:40:00Z Content type: news Language: en Sources: [Road to VR]() Topics: [Artificial Intelligence](), [AI Models](), [iOS](), [iphone](), [Cloud](), [Security](), [Streaming]() Tags: [ai](), [ai-models](), [cloud](), [ios](), [iphone](), [on-device](), [security](), [streaming](), [xr-industry-news]() ### AI overview Snap announced Specs Intelligence, an anticipatory AI service for its upcoming consumer Specs AR glasses. The service is designed to work across Specs, iPhone, and Mac, using connected apps and tools to build context and surface relevant information. Snap also announced AR experiences, streaming features, Spotify integration, and partnerships including HBO Max, the NBA, and the WNBA. ### Source excerpt Snap today announced new experiences, services and partnerships for SPECS, the company's upcoming pair of consumer AR glasses. Snap's big Specs livestream today wasn't technically a launch event--they're still slated to arrive in the US, UK and France later this fall starting at $2,195--although the company did give a little more insight into what sort [...] The post Snap Announces New "anticipatory" AI Service & Apps for First Consumer 'Specs' AR Glasses appeared first on Road to VR. ## Nvidia goes green to keep grid capacity from zapping its revenues DevFeed: [Nvidia goes green to keep grid capacity from zapping its revenues]() Original publisher: [Read original article]() Author: Tobias Mann Published: 2026-09-16T21:37:05Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [Nvidia](), [datacenter](), [Cloud]() Tags: [ai](), [ai-factory](), [cloud](), [datacenter](), [gpu](), [nvidia](), [systems]() ### AI overview The article reports that Nvidia is courting neocloud providers with more efficient and profitable data centers. ### Source excerpt GPUzilla woos neoclouds into another walled garden, promising smarter, more efficient, and profitable bit barns ## Architecting a secure landing zone in the AWS European Sovereign Cloud DevFeed: [Architecting a secure landing zone in the AWS European Sovereign Cloud]() Original publisher: [Read original article]() Author: Pablo Pagani Published: 2026-09-16T21:20:48Z Content type: article Language: en Sources: [AWS Security Blog]() Topics: [Amazon Web Services](), [Cloud](), [Architecture & Design](), [AWS IAM](), [Infrastructure as code](), [CI/CD](), [SIEM, Security](), [Incident response]() Tags: [advanced-300](), [aws](), [aws-identity-and-access-management-iam](), [ci-cd](), [cloud](), [eu](), [europe](), [incident-response](), [infrastructure-as-code-iac](), [partition](), [security](), [security-blog](), [security-identity-compliance](), [technical-how-to]() ### AI overview This article explains how to architect a secure, scalable landing zone in the AWS European Sovereign Cloud. It describes the aws-eusc partition boundary and covers governance, identity, logging, data protection, network design, CI/CD, artifact distribution, and incident response. ### Source excerpt The AWS European Sovereign Cloud is a new, independent cloud for Europe, physically and logically separate from existing AWS Regions and operated within the European Union (EU). It provides the same services, features, and APIs as AWS commercial Regions, but runs as a distinct AWS partition (aws-eusc), with its own control plane, AWS Identity and [...] ## Build Your Own AI Agent Harness in C#, the MafClaw Live Series DevFeed: [Build Your Own AI Agent Harness in C#, the MafClaw Live Series]() Original publisher: [Read original article]() Author: Bruno Capuano Published: 2026-09-16T21:00:00Z Content type: tutorial Language: en Sources: [.NET Blog]() Topics: [Agent Harness](), [Microsoft Agent Framework](), [AI Agent](), [C#](), [.NET]() Tags: [agent](), [agent-framework](), [agent-harness](), [ai](), [building](), [c-sharp](), [cloud](), [csharp](), [microsoft-agent-framework](), [microsoft-reactor](), [net](), [observability]() ### AI overview This article introduces a four-part live series that builds a complete C# AI agent using the Microsoft Agent Framework harness. It describes adding tools, planning, file access, approvals, memory, skills, shell commands, code execution, background agents, observability, governance, evaluations, and hosted deployment. ### Source excerpt I am building a complete C# agent live, from a single call around an IChatClient to a production-ready, observable, governed agent, using the Microsoft Agent Framework harness in a 4-part Microsoft Reactor series. The post Build Your Own AI Agent Harness in C#, the MafClaw Live Series appeared first on .NET Blog. ## Samsung Gallery получит синхронизацию с Google Photos DevFeed: [Samsung Gallery получит синхронизацию с Google Photos]() Original publisher: [Read original article]() Author: daniilshat Published: 2026-09-16T20:04:07Z Content type: news Language: ru Sources: [Tagir Valeev]() Topics: [samsung](), [Google](), [Cloud]() Tags: [2026](), [cloud](), [google](), [google-photos](), [microsoft](), [one-ui](), [photos](), [samsung](), [sync](), [tag-37307bce20f9](), [tag-53d931f324ab](), [tag-757d0d281abb](), [tag-d14eb265d33e]() ### AI overview Samsung is preparing to integrate Samsung Gallery with Google Photos, potentially replacing its existing OneDrive synchronization. The feature has appeared in a Galaxy Store update and can be activated by some enthusiasts, but Samsung has not announced a public launch date. ### Source excerpt Samsung готовит интеграцию фирменного приложения "Галерея" с Google Photos. Информацию об этом нашли в обновлении внутреннего сервиса Gallery Cloud Sync. Интеграция заменит собой уже существующую синхронизацию с Microsoft OneDrive. Читать далее ## ClickHouse is now available on the dbt platform DevFeed: [ClickHouse is now available on the dbt platform]() Original publisher: [Read original article]() Author: Aditya Chidurala; José Muñoz; Alex Francoeur Published: 2026-09-16T19:38:40Z Content type: release Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [Cloud](), [Rust](), [Open Source]() Tags: [adapter](), [announcements](), [beta](), [clickhouse](), [cloud](), [dbt](), [open-source](), [platform](), [release](), [rust]() ### AI overview ClickHouse announces a dbt v2 adapter powered by dbt's Rust engine, available in public beta. ClickHouse is also available as a natively supported data warehouse on dbt Platform in private beta, with support for open-source ClickHouse and ClickHouse Cloud. ### Source excerpt The ClickHouse adapter for dbt v2 is in public beta, powered by dbt's Rust engine. ClickHouse also joins the dbt platform in private beta, supporting open-source ClickHouse and ClickHouse Cloud. ## Cisco integrates Axis devices, bringing unified management across IT environments DevFeed: [Cisco integrates Axis devices, bringing unified management across IT environments]() Original publisher: [Read original article]() Author: Jonathan Cohn Published: 2026-09-16T15:00:57Z Content type: release Language: en Sources: [Cisco Blogs]() Topics: [Cisco](), [Cisco Meraki](), [Security](), [dashboards](), [Network](), [Cloud](), [Internet of things]() Tags: [analytics](), [cisco](), [cisco-cloud-control](), [cisco-meraki](), [cisco-networking](), [cloud](), [communications](), [infrastructure](), [internet-of-things](), [networking](), [security]() ### AI overview Cisco announces an integration with Axis Communications that brings network and physical security management into its cloud-managed ecosystem. The article describes Cisco Meraki dashboard management, shared visibility, and potential operational benefits for IT and physical security teams. ### Source excerpt Cisco and Axis Communications are committed to bridging the gap between IT and physical security infrastructure, as we believe that close collaboration between these teams leads to a stronger, more comprehensive security strategy. ## Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies DevFeed: [Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies]() Original publisher: [Read original article]() Author: Adam Gordon Bell Published: 2026-09-16T13:00:00Z Content type: opinion Language: en Sources: [Pulumi]() Topics: [Cloud](), [migration](), [pulumi](), [Security](), [scaleway](), [Tooling]() Tags: [aws](), [azure](), [cloud](), [customers](), [kubernetes](), [migration](), [platform-engineering](), [pulumi](), [scaleway](), [security]() ### AI overview This recorded discussion examines cloud sovereignty, legal and cost concerns for EU companies using major US cloud providers, and the practical tradeoffs of moving to European providers. Three guests discuss provider exposure, encryption and account shutdown risks, migration costs, and whether Pulumi and agentic infrastructure can make future moves easier. ### Source excerpt Recorded September 3, 2026. Quotes are lightly edited for clarity. Maybe this sounds familiar. You run infrastructure at a company that isn't American. Your workloads are on AWS, Azure, or Google Cloud, probably more than one, because that is what everyone picked. Until recently nobody asked you where the data lives or who can reach it. Now you're getting questions. Legal wants to know what NIS2 means for where your systems run. Someone on the leadership team read that the US government locked the cloud accounts of judges at the International Criminal Court and wants to know if that could happen to you. Finance wants to know why the bill went up again. A customer's security review asked, in writing, which country your data sits in. So now you have questions of your own: If a US court or agency wants my data, can they get it from my provider without involving me? Does putting everything in an EU region change that? The big providers now sell "sovereign cloud" in Europe. Is that different, or a rename? If I encrypt everything and hold the keys myself, am I covered? Could my account be switched off one day? What would I do? Are Hetzner, OVH, and Scaleway usable for real workloads? How much cheaper are they once you count the migration? What should I be building on now so I can leave later if I need to? A migration like this used to be a multi-year project. Does Pulumi and agentic infrastructure change that? Is any of this worth the disruption, or should I leave what works alone? I put those questions to three people who have each dealt with this for real. One of them helps EU companies work out their exposure and builds the tooling to leave. Another has spent fifteen years sizing what cloud actually costs, and thinks most people should stay put. The third moved his company off AWS and onto a European provider. They don't agree on how big the risk is. The full hour is below. Don't just default to the hyperscalers Waldemar Kindler co-founded Think Ahead Technologies, whe ## AWS says wartime damage means some Middle East cloud resources are gone for good DevFeed: [AWS says wartime damage means some Middle East cloud resources are gone for good]() Original publisher: [Read original article]() Author: Dan Robinson Published: 2026-09-16T12:11:56Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [Amazon Web Services](), [Cloud](), [Availability]() Tags: [amazon](), [availability](), [aws](), [cloud](), [datacenter](), [middle-east](), [off-prem]() ### AI overview AWS says wartime damage has permanently removed some cloud resources in the Middle East after Iranian strikes overwhelmed regional redundancy in Bahrain and left one UAE Availability Zone inaccessible. ### Source excerpt Iranian strikes overwhelmed regional redundancy in Bahrain and left one UAE Availability Zone inaccessible ## The Original Serverless Architecture is Still Here DevFeed: [The Original Serverless Architecture is Still Here]() Original publisher: [Read original article]() Author: Khan Academy Published: 2018-05-31T22:00:00Z Content type: opinion Language: en Sources: [Khan Academy]() Topics: [serverless architecture](), [Kubernetes](), [Orchestration](), [Docker](), [Cloud](), [Firebase](), [DynamoDB]() Tags: [amazon](), [cloud](), [containers](), [docker](), [dynamodb](), [engineering](), [firebase](), [infrastructure](), [kubernetes](), [news](), [orchestration](), [serverless](), [serverless-architecture]() ### AI overview This commentary compares Kubernetes-based architectures with serverless approaches. It explains that Kubernetes offers flexibility through containers, Helm, ingress controllers, monitoring tools, and service meshes, but requires substantial configuration and maintenance. Serverless platforms such as Firebase and Amazon Lambda abstract away server infrastructure so developers can focus on applications and stateless functions. ### Source excerpt By Kevin Dangoor This month, my colleague Dave Rosile and I went to GlueCon 2018 in sunny Denver, ... Read more ## Dropbox Outlines How Focusing on Existing Infrastructure Efficiency Can Create Headroom for AI DevFeed: [Dropbox Outlines How Focusing on Existing Infrastructure Efficiency Can Create Headroom for AI]() Original publisher: [Read original article]() Author: Matt Foster Published: 2026-09-16T07:15:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [Artificial Intelligence](), [cloud-infrastructure](), [Magic Pocket](), [data centers](), [networking]() Tags: [ai](), [ai-architecture](), [ai-ml-data-engineering](), [capacity](), [cloud](), [data-center](), [data-storage](), [devops](), [dropbox](), [dropbox-datacenter](), [efficiency](), [infrastructure](), [infrastructure-optimisation](), [magic-pocket](), [ml-data-engineering](), [networking](), [news](), [optimization](), [storage](), [sustainable-computing]() ### AI overview Dropbox describes how long-running infrastructure optimization helps it accommodate growing AI demand by improving forecasting, fleet utilization, storage density, hardware lifecycles, and rack-level power delivery. Its storage infrastructure has used more than 50% less power per petabyte since 2020. ### Source excerpt Dropbox has outlined how a decade of infrastructure optimization is helping it absorb growing demand from AI without treating new data-center capacity as the only answer. Its work spans forecasting, fleet utilization, storage density, hardware lifecycles, and rack-level power delivery, much of it predating the current AI boom. By Matt Foster ## Mainframe modernization options and migration strategies for 2026 DevFeed: [Mainframe modernization options and migration strategies for 2026]() Original publisher: [Read original article]() Author: nkondo Published: 2026-09-16T00:35:16Z Content type: opinion Language: ja Sources: [VMware Blogs]() Topics: [Mainframe](), [Cloud]() Tags: [architecture](), [cloud](), [international](), [mainframe](), [modernization](), [tag-78060198c513](), [tag-b333ed7fe4f9](), [vmware-cloud-foundation]() ### AI overview This article examines mainframe modernization in 2026, comparing on-premises, public cloud, sovereign cloud, and dedicated VMware infrastructure options. It recommends assessing performance, availability, security, data sovereignty, cost, and migration risks, with staged migration and current-state assessment as key practices. ### Source excerpt 第一回：2026年、メインフレーム・モダナイゼーションの現在地 メインフレーム（汎用コンピュータ）は、日本の社会インフラや主要企業の基幹業務システムにおいて、長年にわたり高い堅牢性と信頼性を提供してきました。IBMのz/OS、富士通のXSP/OSIV、NECのACOSなど、各社が独自に発展させたプラットフォームは、現在も重要インフラを支えています。しかし2026年現在、主要メーカーによるメインフレーム事業の撤退・サポート終了方針の提示、および保守を担うベテラン技術者の定年退職によるスキル継承の限界から、事業継続上の実害を伴う課題が顕在化しています。 こうした状況下において企業に求められるのは、単なるシステムの延命ではなく、自社のデータに対する統制（データ主権）を維持し、将来的なデータ活用を見据えたシステムアーキテクチャの再設計です。 本稿では、メインフレームのモダナイゼーションにおける選択肢として、オンプレミス環境や各種クラウド基盤の特性およびリスクを比較・整理することで、失敗しない移行への第一歩を考えます。 1. 確実性を高めるアプローチとインフラの選択肢 メインフレーム脱却において重要な検討事項は、移行後におけるシステム性能、可用性、セキュリティなどの非機能要件の維持です。 プログラム言語の変換のみでは、基幹システムとしての要求水準を満たすことはできません。この課題に対して、VMwareのTanzuアーキテクチャチームが公開している技術指針（An Architecture Path to Mainframe Modernization）では、一括刷新（ビッグバン移行）に伴う処理結果の不一致や障害リスクを回避するため、段階的な移行手法が推奨されています。具体的には、アプリケーション層において、現行システムを稼働させながら、重要な機能やデータを単位ごとに新環境へ段階的に移行する手法（Stranglerパターン）を適用します。そして、それを受け止めるインフラ層として、自社統制が可能なVMware環境上のLinux基盤を採用することにより、既存のビジネスロジックを活用しつつ、メインフレームと同等の応答性や可用性を維持することが可能となります。 一方で、パブリッククラウド各社が公開している情報をもとに直接パブリッククラウドのネイティブ環境へ移行するルートを検討する企業も少なくありません。パブリッククラウドは最新のAI機能や外部サービスと手軽に連携できるメリットがありますが、基幹システムをそのまま持ち込む際には把握しておくべき現実的な注意点があります。 共有環境（マルチテナント）における非機能要件の課題 他社と物理リソースを共有する構成では、ミリ秒単位の低遅延処理や、他システムの負荷影響を排除したリソース隔離の再現が困難です。 専用（占有）環境におけるコストおよび為替リスク 上記の課題を回避するために占有環境を採用した場合、初期費用および運用費用が高騰しやすくなります。また、サービス特有のドル建て課金体系により、為替変動（ドル高・円安）や国際情勢の影響を受けて中長期的なインフラコストが不透明化するリスクがあります。 データ主権に関わるリスク 米国クラウド法（CLOUD Act）に基づく国外法執行機関からのデータアクセス要求の可能性や、暗号鍵の管理権限を事業者に依存することによるデータ閲覧リスクなど、データ統制上の課題が生じます。 現在では、オンプレミスの堅牢性とクラウドの柔軟性を両立させるアプローチとして、国内事業者によるソブリンクラウドや、ハイパースケーラー上で展開される専有VMware基盤（VMC on AWS, AVS, OCVS等）も有力な選択肢となっています。コスト・性能・法制度リスクを多角的に評価した上で、適材適所の配置を行うことが不可欠です。 2. 2026年における移行戦略と仕分け 規約や為替リスクを回避し、自社主導でデータを管理・運用するための移行パターンとして、代表的な3つのアプローチを整理します。 移行パターン 具体的なアプローチ 2026年現在の評価とリスク 1. リプレイス （全面手組み刷新） システムを解体し、パッケージ導入またはゼロから再構築します。 数千万行規模のビジネスロジックの再設計を伴うため、膨大なコストと期間を要します。現行システムとの処理結果の相違等により、長期化・頓挫リスクが高くなります。 2. リホスト （クラウド直接移行） 現行プログラムをパブリッククラウドの仮想マシンへそのまま移行します。 移行期間の短縮は見込めるものの、共有環境における処理遅延、占有環境採用時のコスト高騰・為替リスク、および国外法制度に伴うデータ統制上のリスクが存在します。 3. リファクター （自動リライト＋次世代 ## Elastic announces GA of cross-project search on Serverless, enabling teams to query across all linked projects without moving a byte DevFeed: [Elastic announces GA of cross-project search on Serverless, enabling teams to query across all linked projects without moving a byte]() Original publisher: [Read original article]() Author: Jordi Mon Companys,Lucy Wang Published: 2026-09-16T00:00:00Z Content type: release Language: en Sources: [Elastic Blog - Elasticsearch, Kibana, and ELK Stack]() Topics: [Serverless](), [Elastic Cloud](), [Cloud](), [observability](), [Security](), [SIEM, Security, Observability]() Tags: [architecture-cloud-migration-migrating-cloud-native-scaling-search-analytics-search-applicatio](), [cloud](), [cloud-elasticsearch-platform](), [customers](), [elastic](), [elastic-cloud](), [observability](), [observability-security-search](), [security](), [serverless]() ### AI overview Elastic announced the general availability of cross-project search for Elastic Cloud Serverless. It lets teams query multiple linked projects in a single session across regions, project types, and cloud providers, while keeping data in place and avoiding certificates, remote-cluster configuration, and per-connection authentication. ### Source excerpt Cross-project search is now GA on Elastic Cloud Serverless. Link multiple projects and query all of them from a single Discover or ES|QL session: no certificates, no remote cluster config, and three clicks to set up. Available from September 1, 2026. ## Spring Office Hours Podcast: S5E23 - Java 27 Release Party with Billy Korando DevFeed: [Spring Office Hours Podcast: S5E23 - Java 27 Release Party with Billy Korando]() Original publisher: [Read original article]() Author: danvega Published: 2026-09-16T00:00:00Z Content type: release Language: en Sources: [Spring]() Topics: [Java](), [java-27](), [JDK 27]() Tags: [batch](), [boot](), [cloud](), [developer](), [ecosystem](), [event-driven](), [java](), [java-27](), [live](), [live-stream](), [microservices](), [podcast](), [reactive](), [release](), [serverless](), [spring](), [web-applications]() ### AI overview A Spring Office Hours podcast episode discusses Java 27 with Billy Korando and highlights related launch updates and selected JDK enhancement proposals. ### Source excerpt Join Dan Vega and DaShaun Carter for the latest updates from the Spring Ecosystem. In this episode, Dan and DaShaun are joined by Kansas City JUG organizer and Java Developer Advocate, Billy Korando. In this episode, we celebrate the release of Java 27. You can participate in our live stream to ask questions or catch the replay on your preferred podcast platform. Show Notes JDK 27 Java 27 Launch Stream JEP 534: Compact Object Headers by Default JEP 523: Make G1 the Default Garbage Collector in All Environments JEP 533: Structured Concurrency (Seventh Preview) JEP 531: Lazy Constants (Third Preview) JEP 536: JFR In-Process Data Redaction Transitioning Java to more frequent security updates Project Babylon S5E22 - Live from KCDC Billy Korando on LinkedIn The show: springofficehours.io - episodes, schedule, community Spring Developer on YouTube - join us live every Monday Dan Vega DaShaun Carter The Spring Blog - the news we cover each week ## Kubernetes Cost Management Tools: The Best Options 2026 DevFeed: [Kubernetes Cost Management Tools: The Best Options 2026]() Original publisher: [Read original article]() Author: Kelsey Rosen Published: 2026-09-16T00:00:00Z Content type: comparison Language: en Sources: [Harness Blog]() Topics: [Kubernetes](), [finops](), [Monitoring](), [Cloud]() Tags: [2026](), [cloud](), [compare](), [finops](), [kubernetes](), [monitoring]() ### AI overview A comparison of Kubernetes cost management tools for 2026, including Kubecost, OpenCost, and CloudZero. It explains how these tools allocate shared cloud node costs across namespaces, workloads, and pods, while accounting for idle and unallocated capacity and supporting optimization actions. ### Source excerpt Compare the best Kubernetes cost management tools for 2026, from Kubecost and OpenCost to CloudZero, on allocation depth, scale, and pricing model. | Blog ## Salesforce Announces Koa Reasoning Model Built on NVIDIA Nemotron 3 Super DevFeed: [Salesforce Announces Koa Reasoning Model Built on NVIDIA Nemotron 3 Super]() Original publisher: [Read original article]() Author: Brian Caulfield Published: 2026-09-15T22:24:34Z Content type: news Language: en Sources: [NVIDIA Blog]() Topics: [Koa](), [Nemotron](), [Artificial Intelligence](), [Nvidia](), [post-training](), [ai safety]() Tags: [agentic](), [agentic-ai](), [ai](), [cloud](), [corporate](), [events](), [model](), [nemotron](), [nvidia](), [nvidia-nemo](), [post-training](), [safety](), [security](), [software]() ### AI overview At Salesforce Dreamforce, NVIDIA CEO Jensen Huang discussed AI infrastructure, safety, and enterprise adoption alongside Salesforce CEO Marc Benioff. The event coincided with the announcement of Koa, Salesforce's first CRM reasoning model, built by post-training NVIDIA Nemotron 3 Super on a proprietary synthetic dataset derived from nearly three decades of enterprise CRM deployments. ### Source excerpt Know everything. Do anything. That was the message NVIDIA founder and CEO Jensen Huang brought to Salesforce Dreamforce Tuesday, joining CEO Marc Benioff onstage in an appearance that coincided with the announcement of Koa -- Salesforce's first CRM reasoning model, built on NVIDIA Nemotron 3 Super. Huang didn't just take the stage. He walked into [...] ## How Confluent Uses Third-Party Risk Assessments to Support Vendor Due Diligence DevFeed: [How Confluent Uses Third-Party Risk Assessments to Support Vendor Due Diligence]() Original publisher: [Read original article]() Author: Bethany Carter Published: 2026-09-15T16:40:06Z Content type: article Language: en Sources: [Confluent: Data in motion]() Topics: [Security](), [Business Security](), [vulnerability management](), [Cloud]() Tags: [apra](), [automated](), [cloud](), [compliance](), [confluent](), [confluent-cloud](), [data-protection](), [gdpr](), [identity](), [iso](), [nist](), [security](), [standards](), [third-party](), [trust-center](), [vulnerability-management]() ### AI overview Confluent explains how its Trust Center provides third-party risk assessment reports to support vendor security, resilience, compliance, procurement, and customer due diligence. The article describes assessments including ProcessUnity Global Risk Exchange and control mapping to customer frameworks. ### Source excerpt Confluent's Trust Center simplifies vendor risk reviews with CyberGRX, CyberVadis, SIG, CAIQ, and TruSight/KY3P assessments. ## ClickHouse Cloud Announces Private Preview of PromQL Support and Time-Series Table Engine DevFeed: [ClickHouse Cloud Announces Private Preview of PromQL Support and Time-Series Table Engine]() Original publisher: [Read original article]() Author: James Cunningham Published: 2026-09-15T14:00:00Z Content type: release Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [Prometheus](), [Time Series](), [Cloud](), [Grafana](), [telemetry](), [Traces]() Tags: [clickhouse](), [cloud](), [grafana](), [logs](), [metrics](), [prometheus](), [time-series](), [traces]() ### AI overview ClickHouse announces a private preview of PromQL support and a time-series table engine in ClickHouse Cloud, allowing Prometheus metrics to be stored in ClickHouse and queried with existing PromQL. ### Source excerpt ClickHouse PromQL support lets you store Prometheus metrics in ClickHouse Cloud, query them using familiar PromQL, and bring metrics together with your logs and traces without rewriting queries in SQL. ## How to attach an owner to every cloud resource you find DevFeed: [How to attach an owner to every cloud resource you find]() Original publisher: [Read original article]() Author: Zeen Rachidi Published: 2026-09-15T14:00:00Z Content type: tutorial Language: en Sources: [The New Stack]() Topics: [Cloud](), [Provisioning](), [Open Policy Agent](), [audit trail]() Tags: [audit-trail](), [cloud](), [cloud-services](), [devops](), [env-zero](), [how-to](), [logs](), [open-policy-agent](), [platform-engineering](), [policy](), [post-contributed](), [provisioning](), [sponsor-env-zero](), [sponsored-post-contributed]() ### AI overview This tutorial explains how to identify cloud resources without assigned owners and prevent new ownerless resources. It presents continuously synced inventory queries, Open Policy Agent policies requiring owner tags, and logs or audit trails for resource governance. ### Source excerpt The engineer who knew why that cloud instance existed has left the company. The instance is still running, the bill The post How to attach an owner to every cloud resource you find appeared first on The New Stack. [Next page]()