# Google Pub/Sub - Streaming Data (Data Engineering) > Topics, subscriptions, push vs pull, ordering, dead lettering, exactly-once delivery, monitoring, schema registry - 20 pertanyaan wawancara - Senior - [Pertanyaan Wawancara: Data Engineering](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara.md) ## 1. Apa karakteristik arsitektur utama dari Google Pub/Sub? **Jawaban** Google Pub/Sub adalah layanan messaging asinkron serverless yang memisahkan produsen pesan dari konsumen. Publisher mengirim pesan ke topics tanpa mengetahui subscribers, dan subscribers menerima pesan melalui subscriptions tanpa mengetahui publishers. Arsitektur ini memungkinkan skalabilitas horizontal independen di kedua sisi. ## 2. Apa perbedaan mendasar antara topic dan subscription di Pub/Sub? **Jawaban** Topic adalah saluran bernama tempat publishers mengirim pesan, sedangkan subscription adalah entitas bernama yang merepresentasikan minat subscriber untuk menerima pesan dari topic. Satu topic dapat memiliki beberapa subscription, dan setiap subscription menerima salinan dari setiap pesan yang dipublikasikan ke topic. ## 3. Dalam kasus apa subscription pull lebih disukai daripada subscription push? **Jawaban** Subscription pull lebih disukai ketika subscriber perlu mengontrol laju konsumsi pesan (flow control), memproses batch besar, atau ketika lingkungan eksekusi tidak dapat mengekspos endpoint HTTPS publik. Pull juga memudahkan penanganan lonjakan beban dengan menyesuaikan jumlah pesan yang diambil secara dinamis. ## 17 pertanyaan lagi tersedia - Bagaimana mekanisme acknowledgement bekerja di Pub/Sub? - Apa peran dead letter topic dalam Pub/Sub? Daftar gratis: https://sharpskill.dev/id/login ## Topik wawancara Data Engineering lainnya - [Linux & Shell - Dasar-dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/linux-shell-basics.md): 20 pertanyaan, Junior - [Git & GitHub - Dasar-dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/git-github-fundamentals.md): 20 pertanyaan, Junior - [Python lanjutan untuk Data Engineering](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/python-advanced-de.md): 25 pertanyaan, Junior - [Docker - Dasar-dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/docker-fundamentals.md): 25 pertanyaan, Junior - [Google Cloud Platform - Dasar-Dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/gcp-fundamentals.md): 20 pertanyaan, Junior - [CI/CD dan Kualitas Kode](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/ci-cd-code-quality.md): 20 pertanyaan, Mid-Level - [Docker Compose](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/docker-compose.md): 20 pertanyaan, Mid-Level - [FastAPI - API Data](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/fastapi.md): 20 pertanyaan, Mid-Level - [SQL Lanjutan untuk Data Engineering](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/sql-advanced-de.md): 20 pertanyaan, Mid-Level - [Data Lake - Arsitektur dan Ingesti](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/data-lake.md): 20 pertanyaan, Mid-Level - [BigQuery untuk Data Engineering](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/bigquery-de.md): 20 pertanyaan, Mid-Level - [PostgreSQL - Administrasi](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/postgresql-admin.md): 20 pertanyaan, Mid-Level - [Data Modeling untuk Data Engineering](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/data-modeling-de.md): 20 pertanyaan, Mid-Level - [Fivetran & Airbyte - Ingesti Data](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/fivetran-airbyte.md): 20 pertanyaan, Mid-Level - [dbt - Dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/dbt-fundamentals-de.md): 20 pertanyaan, Mid-Level - [Apache Airflow - Dasar-Dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/airflow-fundamentals.md): 20 pertanyaan, Mid-Level - [Kubernetes - Dasar-Dasar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/kubernetes-fundamentals.md): 20 pertanyaan, Mid-Level - [dbt - Fitur lanjutan](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/dbt-advanced-de.md): 20 pertanyaan, Senior - [Pola ETL / ELT / ETLT](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/etl-elt-patterns.md): 20 pertanyaan, Senior - [Apache Airflow - Lanjutan](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/airflow-advanced.md): 20 pertanyaan, Senior - [Airflow + dbt - Orkestrasi Pipeline](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/airflow-dbt-integration.md): 20 pertanyaan, Senior - [PySpark - Pemrosesan Skala Besar](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/pyspark.md): 20 pertanyaan, Senior - [Apache Beam & Dataflow](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/apache-beam-dataflow.md): 20 pertanyaan, Senior - [Kubernetes - Produksi dan Penskalaan](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/kubernetes-advanced.md): 20 pertanyaan, Senior - [Terraform - Infrastructure as Code](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/terraform.md): 20 pertanyaan, Senior - [Database NoSQL](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/nosql-databases.md): 20 pertanyaan, Senior - [Data Architecture Modern](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/data-architecture.md): 20 pertanyaan, Senior - [Monitoring dan Observability](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/monitoring-observability.md): 20 pertanyaan, Senior - [IAM dan Keamanan Data](https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/iam-security-de.md): 20 pertanyaan, Senior --- Source: SharpSkill (https://sharpskill.dev), tech interview preparation for your real stack. HTML version of this page: https://sharpskill.dev/id/technologies/data-engineering/pertanyaan-wawancara/pubsub-streaming