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Optimize Cloud Costs Screen Shot 2020-10-19 at 1.14.04 PM - Coggle Diagram
Optimize Cloud Costs
Compute
Pay for compute you need
Identify idle VMs (and disks):
Schedule VMs to auto start and stop
Rightsize VMs
Purchase commitments
Automate cost optimizations
Use preemptible VMs
Try autoscaling
Storage
Cleaning up your storage when you’re moving to
cloud
Optimize based on your retention strategy
Access pattern considerations and tips
Optimize for Performance - Don't overdo it!
Data Analytics with Big Query
Understanding the basics of pricing in BigQuery
Query processing
Storage
Understanding flat-rate vs. on-demand pricing
Visualize your BigQuery costs
Cost optimization techniques in BigQuery: query processing
Only query the data you need. (We mean it!)
Set up controls for accidental human errors
Use caching intelligently
Partition your tables
Further reduce sweeping your data using clustering.
Cost optimization techniques in BigQuery: storage
Keep your data only as long as you need it.
Be mindful of how you edit your data.
Avoid duplicate copies of data.
See whether you’re using the streaming insert to
load your data.
Understand BigQuery’s backup and DR processes.
Networking
Understanding network traffic flows
Identify your “top talkers”
Deciding when to use a VPN
Your network optimized your way with tiers
Optimizing usage for your network
Cloud Logging
Private Access for enterprise or high-volume customers
External IP addresses