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CASE STUDY: TechStream Gaming
Company Overview:
TechStream Gaming is a global gaming company with 500 employees and $100M in annual revenue. They develop multiplayer online games.
Current Technical Environment:
- On-premises data centers in US and EU
- 200 servers (mix of Windows and Linux)
- MySQL databases (5 TB total)
- Peak concurrent users: 2 million
- Current monthly infrastructure cost: $100K
Business Requirements:
- Reduce infrastructure costs by 40%
- Support 5x user growth over 2 years
- Launch in 3 new regions (APAC, SA, Africa)
- Improve deployment speed (current: 1 week -> target: daily)
Executive Statements:
- CEO: "We need to scale rapidly to compete with larger gaming companies. Cloud migration is critical to our growth strategy."
- CFO: "Cost reduction is paramount. We cannot exceed $60K/month in cloud costs. ROI must be achieved within 18 months."
- CTO: "Our team has limited cloud experience. We need a solution that doesn't require extensive retraining. Reliability is non-negotiable - 99.95% uptime minimum."
Technical Requirements:
- Sub-100ms latency for players globally
- Real-time analytics on player behavior
- Seasonal traffic spikes (5x during holidays)
- DDoS protection
- CI/CD pipeline for daily deployments
Constraints:
- Migration must complete in 12 months
- Cannot exceed 4-hour downtime during cutover
- Development team: 20 engineers (Java, MySQL expertise)
- Operations team: 5 engineers (limited cloud experience)
QUESTION:
Based on the CTO's constraints and the business requirements for daily deployments and scalability, which migration strategy should you recommend for the application tier?
GCP PCA · Question 05 · Domain 5: Managing Implementation and Ensuring Reliability
CASE STUDY: TechStream Gaming
Company Overview:
TechStream Gaming is a global gaming company with 500 employees and $100M in annual revenue. They develop multiplayer online games.
Current Technical Environment:
- On-premises data centers in US and EU
- 200 servers (mix of Windows and Linux)
- MySQL databases (5 TB total)
- Peak concurrent users: 2 million
- Current monthly infrastructure cost: $100K
Business Requirements:
- Reduce infrastructure costs by 40%
- Support 5x user growth over 2 years
- Launch in 3 new regions (APAC, SA, Africa)
- Improve deployment speed (current: 1 week -> target: daily)
Executive Statements:
- CEO: "We need to scale rapidly to compete with larger gaming companies. Cloud migration is critical to our growth strategy."
- CFO: "Cost reduction is paramount. We cannot exceed $60K/month in cloud costs. ROI must be achieved within 18 months."
- CTO: "Our team has limited cloud experience. We need a solution that doesn't require extensive retraining. Reliability is non-negotiable - 99.95% uptime minimum."
Technical Requirements:
- Sub-100ms latency for players globally
- Real-time analytics on player behavior
- Seasonal traffic spikes (5x during holidays)
- DDoS protection
- CI/CD pipeline for daily deployments
Constraints:
- Migration must complete in 12 months
- Cannot exceed 4-hour downtime during cutover
- Development team: 20 engineers (Java, MySQL expertise)
- Operations team: 5 engineers (limited cloud experience)
QUESTION:
To meet the CFO's requirement of reducing costs to under $60K/month while handling seasonal traffic spikes, which cost optimization strategy should you implement?
CASE STUDY: TechStream Gaming
Company Overview:
TechStream Gaming is a global gaming company with 500 employees and $100M in annual revenue. They develop multiplayer online games.
Current Technical Environment:
- On-premises data centers in US and EU
- 200 servers (mix of Windows and Linux)
- MySQL databases (5 TB total)
- Peak concurrent users: 2 million
- Current monthly infrastructure cost: $100K
Business Requirements:
- Reduce infrastructure costs by 40%
- Support 5x user growth over 2 years
- Launch in 3 new regions (APAC, SA, Africa)
- Improve deployment speed (current: 1 week -> target: daily)
Executive Statements:
- CEO: "We need to scale rapidly to compete with larger gaming companies. Cloud migration is critical to our growth strategy."
- CFO: "Cost reduction is paramount. We cannot exceed $60K/month in cloud costs. ROI must be achieved within 18 months."
- CTO: "Our team has limited cloud experience. We need a solution that doesn't require extensive retraining. Reliability is non-negotiable - 99.95% uptime minimum."
Technical Requirements:
- Sub-100ms latency for players globally
- Real-time analytics on player behavior
- Seasonal traffic spikes (5x during holidays)
- DDoS protection
- CI/CD pipeline for daily deployments
Constraints:
- Migration must complete in 12 months
- Cannot exceed 4-hour downtime during cutover
- Development team: 20 engineers (Java, MySQL expertise)
- Operations team: 5 engineers (limited cloud experience)
QUESTION:
To meet the CFO's requirement of reducing costs to under $60K/month while handling seasonal traffic spikes, which cost optimization strategy should you implement?
Answer options:
Purchase 3-year Committed Use Discounts (CUDs) for the peak holiday traffic volume to maximize the discount percentage.
Use Preemptible VMs for all application workloads to achieve an 80% cost reduction.
Purchase 1-year Committed Use Discounts (CUDs) for the baseline traffic and rely on autoscaling with on-demand instances for the seasonal spikes.
Implement Sustained Use Discounts (SUDs) by manually turning off servers during off-peak hours.
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