--- title: Autoscaling Applications & Databases description: "Optimize Cloud Solutions for Scalable Warehousing: Insightful strategies from Fulfilld CTO on language support, microservices, and data store options." image: https://www.c2cglobal.com/hubfs/Imported_Blog_Media/General%20Article%20Graphic-Mar-21-2024-09-06-39-8943-PM-Mar-26-2024-08-44-34-0129-PM-4.jpg --- [![c2c logo blue](https://www.c2cglobal.com/hubfs/c2c-logo-blue.svg "c2c logo blue")](https://www.c2cglobal.com/) [Infrastructure](https://www.c2cglobal.com/articles/tag/infrastructure), [Industry Solutions](https://www.c2cglobal.com/articles/tag/industry-solutions), [Google Cloud Strategy](https://www.c2cglobal.com/articles/tag/google-cloud-strategy), [Supply Chain and Logistics](https://www.c2cglobal.com/articles/tag/supply-chain-and-logistics), [Databases](https://www.c2cglobal.com/articles/tag/databases), [Session Recording](https://www.c2cglobal.com/articles/tag/session-recording) # Scaling an Enterprise Software: Autoscaling Applications and Databases (full video) By [Alex Maksymec](https://www.c2cglobal.com/articles/author/alex-maksymec) | August 23, 2021 Michael Pytel ( @mpytel ), co-founder and CTO at [Fulfilld](https://www.fulfilld.io/), shares stories from the team's wins and losses in building out this intelligent managed warehouse solution. The recording from this Deep Dive includes: - **(2:20)** Introduction to Fulfilld - **(4:10)** The team's buildout requirements for a cloud-based application, including language support, responsiveness, and data availability - **(9:15)** Fulfilld's Android-based scanner's capabilities and hardware - **(12:25)** Creating the digital twin with anchor points - **(14:50)** Microservice architecture, service consumption, and service data store - **(19:35)** Data store options using BigQuery, Firestore, and CloudSQL - **(23:35)** Service runtime and runtime options using Cloud Functions - **(28:55)** Example architecture - **(30:25)** Challenges in deciding between Google Cloud product options - **(31:40)** Road map for the warehouse digital assistant, document scanning, and 3D bin packing algorithm - **(39:00)** Open community questions **Community Questions Answered** - What does the road map include for security? - Did using Cloud Functions help with the system design and partitioning codings tasks by clearly defining functions and requirements? - Do you give your customers access to their allocated BigQuery instance? - What type of data goes to Firestore versus CloudSQL? **Other Resources** - [Google Cloud Platform Architecture Framework](https://cloud.google.com/architecture/framework) - [Google Cloud Hands-On Labs on Coursera](https://www.coursera.org/googlecloud) - [Google Cloud Release Notes by Product](https://cloud.google.com/release-notes/all)     --- ## Recent Articles [Data Analytics](https://www.c2cglobal.com/articles/tag/data-analytics) ## [Generative AI: Are You Behind?!](https://www.c2cglobal.com/articles/generative-ai-are-you-behind) Review the latest insights from the AI Readiness Report. By Bruno Aziza [Industry Solutions](https://www.c2cglobal.com/articles/tag/industry-solutions) ## [Make "Gen AI Work": Landscape, SLMs vs. LLMs, Cost & More...](https://www.c2cglobal.com/articles/make-gen-ai-work-landscape-slms-vs.-llms-cost-more) Discover the 5 metrics you need to know in order to be an exceptional CEO and Operator. By Bruno Aziza [Google Cloud Strategy](https://www.c2cglobal.com/articles/tag/google-cloud-strategy) ## [AI Cheat Sheet](https://www.c2cglobal.com/articles/ai-cheat-sheet) AI is no more and no less the drive to create robots with human minds so they can do everything we do and more. Use this cheat sheet to help decode the space. By Leah Zitter ## Subscribe to our newsletter Get the latest from C2C, direct to your inbox. [Subscribe](https://share.hsforms.com/1znKGo6ySS9uaRyvLQQzxRw4qbyr) ![c2c-logo-white-tagline](https://www.c2cglobal.com/hubfs/c2c-logo-white-tagline.svg "c2c-logo-white-tagline") C2C is the only peer-to-peer community built to support, connect, and educate Google Cloud customers across regions and industries so they can better harness the power of the cloud—and each other—to solve their biggest challenges and drive innovation. ©2024  C2C Global. All rights reserved. [Privacy Policy](https://www.c2cglobal.com/privacy) 20 N Wacker Drive • Suite 1810 • Chicago, IL • 60606 **Join over 60K members on C2C.** Let's connect! - [mailto:hello@c2cglobal.com](mailto:hello@c2cglobal.com) - - - [![X](https://www.c2cglobal.com/hubfs/twitter-x-icon-white.svg)](https://twitter.com/MeetC2C) ![](https://px.ads.linkedin.com/collect/?pid=2634489&fmt=gif)