Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Panduan memulai: Menemukan dan menerapkan rekomendasi dalam konteks
Pelajari cara menemukan dan menerapkan rekomendasi dari recommender yang mendukung tampilan dan pengelolaan rekomendasi dalam konteks (yaitu, menggunakan antarmuka pengguna layanan di konsol Google Cloud ). Untuk mengetahui detail tentang pemberi rekomendasi dan klien yang didukung, lihat Pemberi rekomendasi.
Sebelum memulai
Untuk panduan memulai ini, Anda memerlukan Google Cloud project dengan virtual machine yang berjalan di Compute Engine.
Buka Google Cloud konsol.
Pilih Google Cloud project Anda. Jika Anda tidak memiliki project Google Cloud , buat project baru.
Pastikan Anda memiliki izin Identity and Access Management (IAM) yang memadai untuk melihat rekomendasi project. Jika tidak memiliki izin yang memadai, Anda mungkin tidak dapat melihat beberapa rekomendasi secara mendetail. Lihat panduan IAM untuk mengetahui informasi selengkapnya.
Menemukan rekomendasi resource VM dalam konteks
Dalam panduan ini, kita akan menggunakan Compute Engine untuk menemukan rekomendasi guna mengurangi biaya resource VM. Gunakan bagian berikutnya untuk menemukan daftar lengkap produk dengan rekomendasi yang tersedia dalam konteks.
Temukan kolom rekomendasi di bagian header Rekomendasi dalam tabel.
Menerapkan rekomendasi
Proses ini mungkin terlihat berbeda untuk beberapa rekomendasi, yang mengharuskan Anda membuka halaman produk dan melakukan perubahan di sana. Namun, prosesnya sebagian besar sama dan dapat diterapkan ke sebagian besar rekomendasi.
Klik rekomendasi di bawah header Rekomendasi dalam tabel untuk membuka panel detail
Klik nama rekomendasi di kolom Rekomendasi untuk melihat panel detail.
Klik terapkan.
Cara lain untuk menerapkan rekomendasi
Anda juga dapat menggunakan Hub Rekomendasi untuk menemukan kumpulan rekomendasi terpusat yang tersedia untuk Anda.
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-08-17 UTC."],[],[],null,["# Quickstart: Find and apply recommendations in context\n=====================================================\n\nLearn how to find and apply [recommendations](/recommender/docs/key-concepts#recommendations) from\nrecommenders that support viewing and managing recommendations *in context*\n(that is, using a service's user interface in the Google Cloud console). For details\nabout recommenders and supported clients, see [Recommenders](/recommender/docs/recommenders).\n\nBefore you begin\n----------------\n\nFor this quickstart, you need a Google Cloud project with a virtual machine running on Compute Engine.\n\n1. Go to the Google Cloud console.\n\n2. Select your Google Cloud project. If you don't have a Google Cloud project, create a new project.\n\n3. Ensure you have sufficient Identity and Access Management (IAM) permissions to view the project's recommendations. If you don have sufficient permission, you might not be able to view some recommendations in detail. Refer to the [IAM](/asset-inventory/docs/analyzing-iam-policy) guide for more information.\n\n| **Note:** If you're starting with a new project, you may not see any recommendations. You might use the concepts taught in this quickstart for other recommendations in the future as well.\n\nFind VM resource recommendations in context\n-------------------------------------------\n\nIn this guide, we will use Compute Engine to find recommendations to reduce VM resource costs. Use the next section to find a full list of products with recommendations available in context.\n\n1. Navigate to the VM Instances dashboard in Compute Engine.\n\n [Go to VM Instances](https://console.cloud.google.com/compute/instances)\n2. Find the recommendation column under the Recommendation header in the table.\n\n| **Note:** You might not have any recommendations in this table. If you don't see any recommendations, check the [Active Assist](/recommender/docs/reference/recommenders) documentation to see what other products you might have recommendations for or whether the recommender supports another client such as Recommendation Hub or the Recommender API.\n\nApply recommendations\n---------------------\n\nThis process might look different for some recommendations, which require you to visit product pages and make the changes there. However, the process is largely the same and can be applied to most recommendations.\n\n1. Click the recommendation under the Recommendation header in the table to open the detail panel\n\n2. Click on the name of a recommendation in the Recommendation column to view the detail panel.\n\n3. Click apply.\n\n| **Warning:**\n|\n| Before applying recommendations in the Google Cloud console or\n| using the API, ensure that impacts are assessed by a reviewer.\n| The reviewer should have the knowledge to assess impacts identified in\n| recommendations, as well as impacts specific to your infrastructure and\n| business. Applying recommendations without proper assessment could result in\n| unexpected changes, such as issues with system performance, poor reliability, or\n| loss of required permissions. If you choose to apply recommendations without\n| human review, ensure that you have set up a rollback process before making any\n| changes.\n\nOther ways to apply recommendations\n-----------------------------------\n\nYou can also use the Recommendation Hub to find a centralized collection of recommendations available to you.\n\n- [Finding and applying recommendations in the Recommendation Hub](/recommender/docs/quickstart-recommendation-hub)\n\nYou can also batch process recommendations using the Google Cloud CLI or REST API. To learn more, refer to the following guide:\n\n- [Using the API - Recommendations](/recommender/docs/using-api)\n\nWhat's next\n-----------\n\n- [Finding and applying recommendations in the Recommendation Hub](/recommender/docs/quickstart-recommendation-hub)\n- [Enabling the API](/recommender/docs/enabling)\n- [Using the API](/recommender/docs/using-api)\n- [Export recommendations to BigQuery](/recommender/docs/bq-export/export-recommendations-to-bq)"]]
