Whitepaper 'FinOps and cost management for Kubernetes'
Please consider giving OptScale a Star on GitHub, it is 100% open source. It would increase its visibility to others and expedite product development. Thank you!
Ebook 'From FinOps to proven cloud cost management & optimization strategies'
OptScale — FinOps
FinOps overview
Cost optimization:
AWS
MS Azure
Google Cloud
Alibaba Cloud
Kubernetes
OptScale — MLOps
ML/AI Profiling
ML/AI Optimization
Big Data Profiling
OPTSCALE PRICING
Acura — Cloud migration
Overview
Database replatforming
Migration to:
AWS
MS Azure
Google Cloud
Alibaba Cloud
VMWare
OpenStack
KVM
Public Cloud
Migration from:
On-premise
Acura — DR & cloud backup
Overview
Migration to:
AWS
MS Azure
Google Cloud
Alibaba Cloud
VMWare
OpenStack
KVM

Hystax blog

Thank you for joining us!

We hope you'll find it useful

Blog
All
FinOps
MLOps
Test Environment Management
How-tos
DR/backup
Cloud migration
or select by subject:

another

aws

free tiers

long name which is also possible

azure

gcp

alibaba

environments

VMware migrators to benefit from Microsoft’s license relief and discounts

Microsoft has introduced new licensing benefits and discounts to facilitate migrating and operating VMware workloads on Azure VMware Solutions. Based on the VMware Rapid Migration Plan, the program offers consistent pricing and licensing advantages for workloads transitioning to the Azure VMware Solution platform. Customers can access reserved instances at fixed prices for one, three, or five years, providing a cost-effective alternative to the pay-as-you-go model.

Read More

How to get rid of unused volumes and snapshots using OptScale

Recommendation cards are user interface elements, providing personalized suggestions to users based on their behavior, preferences, or other relevant data. These cards are commonly seen in various digital environments, such as e-commerce platforms, streaming services, and content websites. The purpose of recommendation cards is to enhance user experience, increase engagement, and drive conversion rates by suggesting products, services, or content that users will likely find appealing.

Read More

Discover advanced disaster recovery and cloud backup solutions for IT Resilience and seamless Business Continuity with Hystax Acura

Disaster recovery and cloud backup are crucial components of modern business continuity planning. By leveraging fully-automated Hystax Acura Disaster Recovery and Cloud Backup software, companies can facilitate instant recovery from any selected restore point with just a few clicks, keeping best-in-class RPO and RTO values and ensuring resilience and adaptability to unforeseen disruptions.

Read More

How to use recommendation cards in OptScale

Recommendation cards are user interface elements, providing personalized suggestions to users based on their behavior, preferences, or other relevant data. These cards are commonly seen in various digital environments, such as e-commerce platforms, streaming services, and content websites. The purpose of recommendation cards is to enhance user experience, increase engagement, and drive conversion rates by suggesting products, services, or content that users will likely find appealing.

Read More

Exploring the crucial stages of the life cycle in Machine Learning

Machine Learning life cycle stands as a fundamental framework, providing data scientists with a structured pathway for delving into the intricacies of machine learning model development. Guided by this comprehensive framework, the management of the ML model life cycle encompasses a holistic journey, commencing with the meticulous definition of problems and culminating in the continual optimization of the model.

Read More

How VMware prices and policies changed after Broadcom’s acquisition

Dell, a major VMware stakeholder, agreed to sell VMware to Broadcom when the latter officially announced its plans for the takeover in May 2022. It took almost 18 months and $61 billion to strike the deal. The acquisition process was followed by scrutiny from investigations by the EU, US, UK, and China. Besides, controversy arose as many loyal VMware customers feared that they would have to look elsewhere because of Broadcom’s track record.

Read More

Does OpenStack maintain its relevance in today’s tech landscape?

OpenStack, a cloud computing platform intricately designed to orchestrate extensive pools of computing, storage, and networking resources within data centers, has held a pivotal role in the industry since its inception in 2010. However, as technology advances rapidly, there is a growing inquiry into its contemporary relevance. This article explores OpenStack’s current standing, examines its significance, and contemplates its future trajectory.

Read More

How to organize access to shared resources using OptScale

In Amazon S3, duplicate objects might occur for various reasons, such as accidental uploads, numerous uploads of the same file, or synchronization processes. It’s important to note that duplicate objects can increase storage costs since each object is billed separately based on size and storage duration. Therefore, it is recommended that duplicate objects be managed efficiently by avoiding them through proper naming conventions or using versioning when necessary.

Read More

How to find duplicate objects in AWS S3

In Amazon S3, duplicate objects might occur for various reasons, such as accidental uploads, numerous uploads of the same file, or synchronization processes. It’s important to note that duplicate objects can increase storage costs since each object is billed separately based on size and storage duration. Therefore, it is recommended that duplicate objects be managed efficiently by avoiding them through proper naming conventions or using versioning when necessary.

Read More

Cyber data recovery and traditional disaster recovery

Whether facing the onslaught of a cyberattack, a natural disaster, or unforeseen events, the imperative lies in possessing the right technology and response plans to curtail data loss and downtime. Embarking on a journey to decipher the nuances between disaster recovery and cyber recovery, this article unveils general disaster recovery and cyber recovery, the intricacies behind their causes, impacts, and preparatory measures.

Read More

How to use OptScale to optimize RI/SP usage for ML/AI teams

Machine Learning (ML) and Artificial Intelligence (AI) projects often leverage cloud technologies due to their scalability, accessibility, and ease of deployment. Integrating ML/AI projects with AWS Reserved Instances (RIs) and Savings Plans (SPs) can benefit from AWS Reserved Instances and Savings Plans by optimizing cost savings, resource utilization, and performance for various use cases ranging from model training and inference to real-time data processing and big data analytics.

Read More

Pros and cons of utilizing Microsoft Azure services

Today businesses are shifting strategically towards cloud computing to streamline their processes, attain scalability, and ensure secure storage, all within a centralized platform and without interruptions. This transition signifies a departure from the costly construction of data center infrastructure to embrace cloud service providers. Enter Microsoft Azure, a key player in this transformative landscape.

Read More

The art and science of hyperparameter tuning

Hyperparameter tuning refers to the meticulous process of selecting the most effective set of hyperparameters for a given machine-learning model. This phase holds considerable significance within the model development trajectory, given that hyperparameter choice can profoundly influence the model’s performance. Various methodologies exist for optimizing machine learning models, distinguishing between model-centric and data-centric approaches.

Read More

Broadcom’s acquisition of VMware: assessing the future of an innovation leader

Broadcom’s acquisition of VMware continues to resonate throughout the tech industry, stirring speculation about the future of this pioneering force in IT innovation. VMware’s virtualization technology is deeply interwoven into the fabric of modern IT infrastructure, making the potential implications of this acquisition significant. This analysis explores particularly the risk of VMware losing its innovative edge under Broadcom’s stewardship.

Read More

Analyzing the strengths and weaknesses of the Google Cloud Platform

In the vast expanse of cloud computing, Google Cloud Platform is a significant contender, navigating a competitive landscape alongside industry giants like AWS. Yet, with the advent of more economical alternatives, those contemplating GCP might need clarification on whether it offers the most bang for their buck. This article meticulously explores the advantages and drawbacks of GCP, delving into its security features, pricing intricacies, and support offerings.

Read More

Data backup vs. DLP: what distinguishes the two

Have you ever been trying to understand the fine line between Data Loss Prevention (DLP) and backup solutions? Seeing them as two peas in a pod dedicated to safeguarding our precious data is expected. It becomes clear that they each have their turf, focus areas, and preferred moments to shine. In this exploration, we’re delving into the intricacies that set apart DLP from the realm of data backup. So, buckle up for a journey through the nuances of digital data security.

Read More

Navigating the realm of machine learning model management: understanding, components and importance

Machine Learning (ML) Model Management is a critical component in the operational framework of ML pipelines (MLOps), providing a systematic approach to handle the entire lifecycle of ML processes. It plays a pivotal role in tasks ranging from model creation, configuration, and experimentation to the meticulous tracking of different experiments and the subsequent deployment of models.

Read More

Customer stories: see how MS Azure clients drive efficiency and optimize cloud cost

The popularity of MS Azure is not accidental: the platform can address modern businesses’ requests for efficiency and strategic cloud utilization. It provides many practical features, empowering users to keep cloud costs in check. This article will delve into customer stories and see the most striking examples of how different businesses harnessed MS Azure for optimized cloud cost management.

Read More

Navigating challenges in cloud security: unveiling risks and threats

Addressing the challenges in cloud security often involves bridging the gap between theoretical knowledge and practical implementation. While recognizing the importance of having a cloud security strategy, it becomes crucial to determine the starting point, approach cultural change, and delineate the daily practical steps required to bring this strategy to fruition.

Read More

Advantages and essential features of MLOps platforms

An MLOps (Machine Learning Operations) platform comprises a collection of tools, frameworks, and methodologies designed to simplify the deployment, monitoring, and upkeep of machine learning models in operational environments. This platform is a liaison between data science and IT operations by automating diverse tasks associated with the entire machine learning lifecycle.

Read More

Achieving cloud cost optimization: AWS users share their FinOps success stories

The advent and development of cloud platforms have always served various goals, with cost reduction arguably one of the most important. Cloud cost optimization that Amazon made available to its customers eventually helped AWS become the most popular cloud service in the world. With Amazon Web Services, numerous organizations achieved financial efficiency and strategic cloud management.

Read More

Categories of catastrophes worth including in your disaster recovery plan

Discussions about Disaster Recovery (DR) Plans tend to emphasize technology-related crises. However, recent global events, such as the pandemic, have illuminated the necessity for DR plans to be adaptable and encompass a broader spectrum of potential challenges. So then a thoughtful consideration of how your organization classifies and addresses disasters is paramount, ensuring that your plan is finely attuned to your specific needs and susceptibilities.

Read More

Diverse approaches to migrating workloads to the cloud

In the intricate journey toward migrating your organization to the cloud, it is paramount for your IT team to possess a nuanced comprehension of all infrastructure components and meticulously explore the array of options available for migrating each workload. A profound understanding of your existing technological landscape streamlines project planning and enhances the execution phase.

Read More

The relevance and impact of machine learning workflow: an in-depth exploration

Emerging from artificial intelligence (AI), machine learning (ML) manifests a machine’s capacity to simulate intelligent human behavior. Yet, what tangible applications does it bring to the table? This article delves into the core of machine learning, offering an intricate exploration of the dynamic workflows that form the backbone of ML projects. What exactly constitutes a machine learning workflow, and why are these workflows of paramount importance?

Read More

Success stories: cloud optimization with Google Cloud Platform

In the vast digital world, Google Cloud Platform (GCP) is one of the leaders in intelligent and cost-effective cloud solutions. Amidst the cloud giants like Amazon Web Services (AWS) and Microsoft Azure, GCP has found its niche, attracting attention for its unique approach to saving cloud resources and money. GCP offers a diverse spectrum of tiny but essential services designed to optimize various dimensions of cloud usage.

Read More

Advantages and limitations of embracing AWS as a cloud infrastructure

Are you considering transitioning your business operations to the AWS cloud? AWS encompasses a diverse array of cloud computing services, embracing IaaS, PaaS, and SaaS tailored for pre-configured applications. Contemplating the launch of your online venture, you might question the choice of AWS Cloud. Delving into AWS’s perks will reassure you and unveil a robust platform perfectly tailored to meet the diverse needs of your business.

Read More

Enhancing cloud resource allocation using Machine Learning

A promising avenue for addressing challenges to govern and optimize cloud resources lies in leveraging the capabilities of Artificial Intelligence (AI) and Machine Learning (ML). AI-driven cloud management offers a transformative solution, empowering IT teams to streamline the provisioning, monitoring, and optimization processes efficiently. This progressive approach warrants a closer examination to comprehend its potential impact.

Read More

Decoding disaster resilience: varied types of recovery sites

A DR site acts as a strategic fallback, empowering enterprises to shift their operational hub in response to a disaster. This could manifest as physical office space for employee relocation or a remote server housing critical enterprise data. The latter scenario allows for a seamless transition to alternative servers for data access and storage in the event of an adverse impact on the primary location.

Read More

OpenStack versus VMware: cost efficiency showdown

In cloud infrastructure, OpenStack, an open source cloud operating system, provides a scalable foundation for private and public clouds. In turn, VMware, a virtualization giant, boasts a suite of proprietary products, including the bare-metal hypervisor ESXi, IaaS offering vCloud, management interface vCenter, and software-defined networking solution NSX.

Read More

Enhancing ML/AI resource management with Hystax OptScale Power Schedules

Hystax is pleased to announce the release of the Hystax OptScale Power Schedules feature, a new addition to our MLOps platform designed to provide enhanced control over IT resource utilization across multiple cloud service providers. In our ongoing efforts to improve cloud efficiency and management, we identified a recurring need among our customers for a more structured approach to controlling their IT resources.

Read More

Strategies for ensuring data security through backup methods

Data backup strategies serve as conventional methods for the secure storage and efficient retrieval of their work-related data. A comprehensive understanding of various data backup strategies empowers you and your teams to make well-informed decisions regarding their suitability for your company and the specific data you aim to preserve.

Read More

Cost-cutting techniques for Machine Learning in the cloud

AWS, GCP, MS Azure provide a wide array of highly efficient and scalable managed services, encompassing storage, computing, databases. However, they do not demand deep expertise in infrastructure management, but if used imprudently, they can notably escalate your expenditure. Here are some valuable guidelines to mitigate the risk of the ML workloads causing undue strain on your cloud expenses.

Read More

Assessing the costs of cloud migration: utilizing calculators and pricing models

It’s a pivotal journey involving relocating applications, services, and IT operations into cloud environments. The art of accurate cost estimation serves as the compass for a seamless and efficient cloud migration. The compass guides organizations in charting their budgets, selecting the most fitting cloud services, and unearthing treasure troves of cost-saving opportunities.

Read More

Hystax OptScale integrates Databricks for improved ML/AI resource management

Hystax is excited to announce Databricks cost management within the OptScale MLOps platform. Responding to customers’ feedback and committed to enhancing cloud usage efficiency, we have recognized the importance of including Databricks expense tracking and visibility in OptScale. This functionality provides a detailed and controlled approach to managing Databricks costs.

Read More

Strategies for maximizing ROI in the cloud

Many companies that have ventured into cloud computing are trying to trim their cloud-related expenses. What might surprise you is that a significant chunk of the money invested in cloud resources often becomes underutilized or not allocated efficiently. This underscores the pressing need to understand your cloud usage better and ensure that your cloud adoption strategy delivers the best possible return on investment (ROI).

Read More