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Data

2 posts with the tag “Data”

Comparison of Google Cloud Database Options

There are many pros to using bigtable, including the ability to handle large amounts of data, the flexibility to scale up or down as needed, and the ability to support a variety of data types. Additionally, bigtable is designed to be highly available and can provide near-real-time access to data. resizing without downtime, simple administration, highly scalable.

BigQuery is a very powerful tool that can handle large amounts of data very efficiently. It is also easy to use and has a lot of features that make it a great choice for data analysis. On the downside, BigQuery can be expensive to use, and it can be challenging to get started if you are not familiar with it.

Google Cloud SQL is fully managed, flexible, automatically replicated across multiple zones, encrypted at rest and in transit, automatic updates.

Cloud Spanner uses TrueTime to execute the same query on multiple regions to ensure consistency. If your data needs to be consistent and cannot wait for replication, cloud spanner is the clear choice.

Running a database cluster on Compute VM, you take all the management upon yourself. If you select the wrong compute sizes, either too big or too small, you run risks of rising costs or falling performance.

ProductRelationalStructuredUnstructuredHeavy R/WLow LatencyGlobal Consistency
Bigtable🔴🟢🟢🟢🟢🔴
BigQuery🟢🟢🟢✝🔴✝✝🔴🔴
Cloud Firestore🔴🔴🟢🔴🔴🔴
Firebase Realtime Database🟢🟢🟢✝🔴✝✝🔴🟢
Cloud SQL🟢🟢🟢🔴🔴🔴
Cloud Spanner🟢🟢🔴🔴🔴🟢
Compute VM🟢🟢🟢🔴🔴🔴
SymbolMeaning
🟢Yes
🔴No
Semi Unstructured Data with the Json type
✝✝Read / Append Only

Differences in Google Cloud Platform(GCP) Premium Network Tiers

This tier uses more resources to think out the best route. This tier has more than 100 Points-of-Presence(PoP) which lets the packets leave Google’s network nearest to the customer. Packets use a more direct route a “cold potato” algorithm. This Tier support global load balancers.

Using the “Hot Potato” method, the Standard Tier network tries rid itself of the packet by sending it to the earliest responding route. This is a less direct path and may not egress through a PoP as near to the destination. This Tier can only support Load Balancers which are regional.

ProductGlobal LBPoP Closest HopNext Hop AlgorythmHigh PerformanceInter-Regional TrafficCloud CDNCloud VPN/Router
Premium🟢🟢Cold Potato🟢Google Network🟢🟢
Standard🔴🔴Hot PotatoStandard ISPEncrypted over Public ISPs🔴🔴
SymbolMeaning
🟢Yes
🔴No

GCP Network Tier Decision Tree