Wednesday, December 10, 2025
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Lambda infrastructure automation
AWS Lambda Managed Instances Offer Specialized Compute Configurations
AWS Lambda Managed Instances bring Lambda’s operational simplicity to EC2, enabling specialized compute options, cost efficiency, and predictable scaling ...
Adrian Bridgwater
|
December 10, 2025
|
aws
,
AWS cloud engineering tools
,
AWS compute services
,
AWS Graviton4
,
AWS Lambda
,
AWS Lambda Managed Instances
,
AWS operational simplicity
,
cloud cost optimization
,
cloud native
,
cloud scalability
,
cloud services
,
compute-optimized instances
,
developers
,
EC2 specialized compute
,
GPU accelerated computing
,
Lambda compute configurations
,
Lambda infrastructure automation
,
Lambda steady-state workloads
,
memory-optimized instances
,
parallel request processing
,
pay-per-use compute
,
serverless compute
,
serverless vs EC2
,
storage-optimized instances
,
VPC configuration Lambda
×
Cloud Databases: Performance and Cost
Step
1
of
6
16%
Which best describes your level of influence when it comes to cloud database purchase and/or maintenance in your organization?
(Required)
I make technical decisions about or have influence over cloud database strategy
I am responsible for cloud database management at my organization
I am responsible for building and/or implementing cloud database solutions
I am responsible for integrating cloud database solutions into our environment
Other/N/A
Which best describes how you feel about the performance of the cloud database(s) that support your organization’s critical applications?
(Required)
Satisfied with performance
Satisfied with performance, but concerned about rising costs
Satisfied with performance, but concerned about current/future technical requirements
Would like to improve performance, but constrained by budget
Would like to improve performance, but constrained by technology
Would like to improve performance, but constrained by leadership
Which of the following describes the costs typically associated with your most important cloud database(s)?
(Required)
Predictable but acceptable
Predictable but too high
Mostly or completely unpredictable
Slightly exceeds budget/projections
Stays within budget/projections
Comes in under budget/projections
Which factors have typically driven up your database costs?
(Required)
Unexpected load
New or strict technical requirements (e.g., write heavy, indexes, consistency)
Networking bandwidth growth
Storage growth
Caching
Other
What has or have typically been the greatest limiting factor(s) to improving cloud database performance at your organization?
(Required)
Budget constraints
Technology limitations
Lack of expertise or skilled personnel
Other business priorities
Internal processes
Security, compliance, or risk concerns
Which of the following has prompted, or would be likely to prompt, your organization to switch to/from cloud databases?
(Required)
Significant production incident
Proactive preparation for a high usage period
Change in organizational leadership
Persistent subpar performance
Increasing overhead or maintenance required
Volatile costs
Opportunity to reduce costs by 10% or more
Other
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