Whitepaper 'FinOps and cost management for Kubernetes'
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Ebook 'From FinOps to proven cloud cost management & optimization strategies'
OptScale — FinOps
FinOps overview
Cost optimization:
MS Azure
Google Cloud
Alibaba Cloud
OptScale — MLOps
ML/AI Profiling
ML/AI Optimization
Big Data Profiling
Acura — Cloud migration
Database replatforming
Migration to:
MS Azure
Google Cloud
Alibaba Cloud
Public Cloud
Migration from:
Acura — DR & cloud backup
Migration to:
MS Azure
Google Cloud
Alibaba Cloud

Hystax OptScale - the first FinOps and MLOps open source platform

Hystax OptScale - FinOps and multi-cloud management solution

Hystax as a company:

  • Founded in 2016, customers in 48 countries
  • Airbus, Nutanix, Orange, Nokia, DHL, Burger King are some of the customers

OptScale use cases

FinOps and cloud cost optimization

FinOps and cost management

  • Forecast and monitor IT infrastructure cost
  • Identify wastage and optimize IT expenses
  • Bring resource/application/service observability
  • IT asset management
  • Set TTL and budget constraints
  • Establish a long-term FinOps process by engaging engineering teams
OptScale vs cloud-native cost explorer
  • Cloud resource visibility and filtering across all the clouds, accounts, and regions
  • Dozens of optimization scenarios not supported by clouds, including one of the best rightsizing engines
  • Cost allocation not just by tags but other properties
  • Geo and network traffic map
  • TTL rules and budget constraints
  • FinOps: OptScale is built for engineers to be responsible for their cloud resources
google cloud platform
Alibaba Cloud Logo

Supported platforms

Cloud cost management vs FinOps
      Cloud cost management
  • Focused on an IT guy who needs to chase R&D teams to tag and rightsize resources and remove unused
  • It reports to help in the short term in a few months, issues return
  • The R&D team is disconnected from the cost-saving process and has no responsibility
  • Focused on the whole FinOps team, including engineers who generate the majority of costs
  • Builds a cost-saving long-term process by engaging and educating the team
  • IT guys are responsible for building best practices; engineers – for their resources and TTLs; OptScale – for educating teams and delivering the best practices
FinOps and Cloud cost management

Hystax leads one of the biggest
FinOps and cloud cost management communities with 9K+ members

MLOps: ML/AI profiling and optimization

ML/AI profiling and optimization
  • ML/AI model training tracking and profiling, inside and outside metrics collection
  • Team performance and KPI transparency
  • Granular and straightforward optimization recommendations based on hardware and cloud nuances, rightsizing, and dozens of optimization scenarios
  • Runsets – a bunch of automated runs based on hardware recommendations and a defined hyperparameter set
  • MLFlow compatible, Spark integration
  • Minimal cloud cost for ML/AI experiments and development

ML/AI optimization recommendations

  • Utilizing Reserved/Spot Instances and Savings Plans
  • Rightsizing and instance family migration
  • Detecting CPU/IO and IOPS inconsistencies that data transformations can cause
  • Cross-regional traffic
  • Spark executors’ idle state
  • Run comparison based on the segment duration
OptScale MLOps and FinOps schema
IT environment management
  • Manage a list of IT environments, their health and availability
  • Book IT environments and organize shared usage
  • Track deploy history, review software versions
  • Resource planning via Jira, Slack or OptScale UI
  • Power management and cost optimization
  • Environment performance monitoring


To run ML/AI or any workload with optimal performance and infrastructure cost with OptScale – a FinOps and MLOps open source platformcontact us today.

Environment access management
    Traditional environment access management flow
Traditional environment access flow without OptScale
    Environment access management flow with OptScale
    Temporary and revocable access with OptScale
    • OptScale controls access to internal workloads
    • Script or hook is invoked when a user requests access. The script to provide temporary access is owned by a company’s IT security team
    • When a user is done with workloads, another hook is invoked to revoke access
    • Audit logs are available
    • Script samples are available for a quick setup


Email: [email protected]
Phone: +1 628 251 1280
Address: 1250 Borregas Avenue Sunnyvale, CA 94089

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