Question 21

You need to deploy a stateful workload on Google Cloud. The workload can scale horizontally, but each instance needs to read and write to the same POSIX filesystem. At high load, the stateful workload needs to support up to 100 MB/s of writes. What should you do?
  • Question 22

    For this question, refer to the Dress4Win case study. You want to ensure that your on-premises architecture meets business requirements before you migrate your solution.
    What change in the on-premises architecture should you make?
  • Question 23

    You want to automate the creation of a managed instance group. The VMs have many OS package dependencies. You want to minimize the startup time for new VMs in the instance group.
    What should you do?
  • Question 24

    You need to upgrade the EHR connection to comply with their requirements. The new connection design must support business-critical needs and meet the same network and security policy requirements. What should you do?
  • Question 25

    Case Study: 5 - Dress4win
    Company Overview
    Dress4win is a web-based company that helps their users organize and manage their personal wardrobe using a website and mobile application. The company also cultivates an active social network that connects their users with designers and retailers. They monetize their services through advertising, e-commerce, referrals, and a freemium app model. The application has grown from a few servers in the founder's garage to several hundred servers and appliances in a collocated data center. However, the capacity of their infrastructure is now insufficient for the application's rapid growth. Because of this growth and the company's desire to innovate faster.
    Dress4Win is committing to a full migration to a public cloud.
    Solution Concept
    For the first phase of their migration to the cloud, Dress4win is moving their development and test environments. They are also building a disaster recovery site, because their current infrastructure is at a single location. They are not sure which components of their architecture they can migrate as is and which components they need to change before migrating them.
    Existing Technical Environment
    The Dress4win application is served out of a single data center location. All servers run Ubuntu LTS v16.04.
    Databases:
    MySQL. 1 server for user data, inventory, static data:

    - MySQL 5.8
    - 8 core CPUs
    - 128 GB of RAM
    - 2x 5 TB HDD (RAID 1)
    Redis 3 server cluster for metadata, social graph, caching. Each server is:

    - Redis 3.2
    - 4 core CPUs
    - 32GB of RAM
    Compute:
    40 Web Application servers providing micro-services based APIs and static content.

    - Tomcat - Java
    - Nginx
    - 4 core CPUs
    - 32 GB of RAM
    20 Apache Hadoop/Spark servers:

    - Data analysis
    - Real-time trending calculations
    - 8 core CPUS
    - 128 GB of RAM
    - 4x 5 TB HDD (RAID 1)
    3 RabbitMQ servers for messaging, social notifications, and events:

    - 8 core CPUs
    - 32GB of RAM
    Miscellaneous servers:

    - Jenkins, monitoring, bastion hosts, security scanners
    - 8 core CPUs
    - 32GB of RAM
    Storage appliances:
    iSCSI for VM hosts

    Fiber channel SAN - MySQL databases

    - 1 PB total storage; 400 TB available
    NAS - image storage, logs, backups

    - 100 TB total storage; 35 TB available
    Business Requirements
    Build a reliable and reproducible environment with scaled parity of production.

    Improve security by defining and adhering to a set of security and Identity and Access

    Management (IAM) best practices for cloud.
    Improve business agility and speed of innovation through rapid provisioning of new resources.

    Analyze and optimize architecture for performance in the cloud.

    Technical Requirements
    Easily create non-production environment in the cloud.

    Implement an automation framework for provisioning resources in cloud.

    Implement a continuous deployment process for deploying applications to the on-premises

    datacenter or cloud.
    Support failover of the production environment to cloud during an emergency.

    Encrypt data on the wire and at rest.

    Support multiple private connections between the production data center and cloud

    environment.
    Executive Statement
    Our investors are concerned about our ability to scale and contain costs with our current infrastructure. They are also concerned that a competitor could use a public cloud platform to offset their up-front investment and free them to focus on developing better features. Our traffic patterns are highest in the mornings and weekend evenings; during other times, 80% of our capacity is sitting idle.
    Our capital expenditure is now exceeding our quarterly projections. Migrating to the cloud will likely cause an initial increase in spending, but we expect to fully transition before our next hardware refresh cycle. Our total cost of ownership (TCO) analysis over the next 5 years for a public cloud strategy achieves a cost reduction between 30% and 50% over our current model.
    For this question, refer to the Dress4Win case study. Considering the given business requirements, how would you automate the deployment of web and transactional data layers?