Integration of DevOps Consulting and Machine Learning With Squadex

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Squadex is a cloud transformation consultancy located in Palo Alto, California. Found in 2011, it provides DevOps, Machine Learning, and Big Data Analytics services to companies domestically and abroad.

In the fast-paced technology-driven world, businesses operate under constant strain to reshape themselves to gain an edge over their competition: deliver innovation quickly and improve their product quality while keeping the costs in check. Here is when the adoption of DevOps can make the difference.

DevOps allows to align disjointed Dev and Ops teams, which fosters collaborative work, drives out inefficiencies (e.g. manual repetitive work), and significantly improves customer satisfaction. Automation is the fundamental element of DevOps. It enables rapid software release and delivery to the end-user.

Squadex, a cloud transformation consultancy, is proficient in DevOps consulting and DevOps automation. The team helps business-driven organizations set up and launch DevOps by instilling cooperation between the isolated teams and by building automated and release-driven systems.

By introducing DevOps automation, Squadex strives to create a productive environment where Dev, QA, and Ops communicate and cooperate without silos. With gridlock and restrains out of the picture, they start to develop and deliver software not only more rapidly, but also more cost-efficiently. DevOps establishes a positive feedback loop among the stakeholders, including developers, QA engineers, Ops staff, and consumers. This allows for efficient development, test, stage, and production environments while releasing new software features quickly and accounting on user feedback immediately.

DevOps generates huge swaths of data. For instance, the server log can generate up to a few hundred megabytes in a single week. While this amount of data can cause problems, it can also be used for streamlining orchestration, production monitoring, workflows, and diagnosing issues. With that said, the data can be helpful, and it makes sense to analyze it using Machine Learning, with no human interference in real time.

DevOps and Machine learning come hand in hand; that is, humans cannot handle data without machines and automation; DevOps brings automation to the equation. Generally what DevOps teams do is, they feed automatically collected data to ML algorithms, which generate insights and make predictions based on this constant stream of fast data.

At Squadex, DevOps and Machine Learning professionals assist businesses in building complex fast-data-driven systems to handle huge amounts of data continuously. The systems as such allow to identify customer behavior trends, make predictions, uncover business insights, preemptively resolve operation errors, and unveil new features that customers would like. An exemplary ML platform of Squadex has the capability of processing up to five billion data points per day.

Squadex’s DevOps consulting services mitigate the risks that are associated with DevOps by shaping the DevOps strategy, creating a detailed roadmap, and building on the vision of their clients. Squadex provides DevOps assessment services to identify what companies should do towards a successful adoption of DevOps.

About the Company
Squadex is a cloud transformation consultancy located in Palo Alto, California. Found in 2011, it provides DevOps, Machine Learning, and Big Data Analytics services to companies domestically and abroad. An AWS-certified consulting partner, Squadex focuses on Cloud Consulting. Squadex assists organizations in improving their IT infrastructure and processes

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Name: Squadex
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Organization: Squadex
Website: https://squadex.com/

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Name: Squadex
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Organization: Squadex
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