Hystax

🚩 We encourage you to join the development or support us by giving a Star to OptScale, FinOps and MLOps open-source platform → https://lnkd.in/gah7rmQa The solution provides cloud cost optimization, tools for establishing a solid FinOps process + AI developer tools to profile ML experiments and optimize their performance and cloud cost. FinOps key features: ▪️ Dozens of cost optimization recommendations including VM rightsizing, anomaly detection, cross-regional network traffic detection, RI/SP and Spot Instances, S3 object duplicate finder, etc. ▪️ Cost allocation, budget limits, TTLs ▪️ Unused resource detection ▪️ Resource bottleneck identification ▪️ Optimal instance type and family selection MLOps key features: ▪️ ML/AI Leaderboards with candidates and qualifications ▪️ Experiment tracking ▪️ Hypertuning ▪️ Dataset and model versioning ▪️ Model training instrumentation ▪️ Big Data profiling ▪️ ML/AI cost optimization, including RI/SI & SP utilization, Object storage optimization, VM Rightsizing, etc. 🚀 We aspire to build an outstanding solution that benefits companies worldwide, and we’d greatly appreciate it if you joined us on this exciting journey. #OptScale #Hystax #FinOps #MLOps #CloudCostOptimization #CloudCostManagement #MLOptimization #MLmanagement

👆🏻 Discover the most widespread AWS charges that can add up quickly and learn practical tips on how to avoid them and optimize your cloud usage and costs → https://lnkd.in/d8uwsBbA #CloudCostOptimization #aws #awscloud #FinOps #CloudCostManagement #CloudOps #CloudOptimization #CloudManagement #OptScale

🚩 Explore the key benefits and options of Hystax Acura Disaster Recovery and Cloud Backup software, which enables companies to restore workloads and applications without any data loss in a fully-automated way ➡️ https://lnkd.in/e6nMEYup #Hystax #HystaxAcura #DisasterRecovery #DR #Backup

✔️ OptScale RI/SP usage dashboard allows users to analyze AWS costs and usage, which are covered by Reserved Instances or Savings Plans and can save a double-digit percentage of your monthly cloud spend. Find more details about OptScale capabilities in the live demo ➡️ https://lnkd.in/dwAnwsy #OptScale #Hystax #FinOps #MLOps #ML #MLOptimization #MLmanagement

✔️ Optimize your cloud usage by migrating to OpenStack or OpenNebula cloud infrastructure. The current situation with VMware pricing models, support, renewals, and licenses is forcing users to change their IT infrastructure significantly and switch to new cloud platforms. Migrate all types of workloads from VMware to OpenStack or OpenNebula quickly, effortlessly, and securely. Hystax Acura provides users with a fully-automated migration process with consistent background replication and instant launch of workloads on a target site. More details here ➡️ https://lnkd.in/eBdNxSu7 #Hystax #HystaxAcura #CloudMigration #VMware #OpenStack #OpenNebula

👆🏻 How VMware prices and policies changed after Broadcom’s acquisition: ● VMware licensing and product line changes  ● VMware pricing - users’ perspective ● Key strategy changes and affected customer groups https://lnkd.in/eyKdArne #VMware #Broadcom

✔️ OptScale ML Leaderboards and Models provide versioning of model runs and rank ML task-runs based on their performance. The Leaderboard guarantees a consistent evaluation dataset and metrics across all model runs to enforce an apples-to-apples comparison. Learn more about OptScale features and capabilities ➡️ https://lnkd.in/dwAnwsy #OptScale #Hystax #FinOps #MLOps #ML #MLOptimization #MLmanagement

Discover how to achieve significant cloud cost reduction by illuminating the duplicated objects automatically.  🚩 OptScale, FinOps open source platform, allows finding duplicate objects in AWS S3. Find out how to run a check of duplicate objects → https://lnkd.in/eAfsBgae. It’s important to note that duplicate objects can increase storage costs since each object is billed separately based on size and storage duration. #MLOps #CloudCostOptimization #CloudCostManagement #AWS #S3Storage

👆🏻 Discover the key aspects and importance of hyperparameter tuning in machine learning → https://lnkd.in/ewhtS68z Explore: ● What hyperparameter tuning is ● Hyperparameter space and distributions ● Types of hyperparameter distributions in machine learning ● Hyperparameter optimization methods #OptScale #Hystax #MLOps #MLmanagement #ML

Does OpenStack maintain its relevance in today’s tech landscape? ➡️ https://lnkd.in/guMXjuai Learn more about: ● The present landscape of OpenStack ● The advantages of OpenStack based on its flexibility and customization ● Challenges confronting OpenStack ● The future outlook for OpenStack #OpenStack