This weblog was co-authored by Emile Veliyev, Director, OSDU Supply, EPAM.
The vitality business creates and consumes massive quantities of extremely advanced knowledge for key enterprise choices, like the place to drill the subsequent sequence of wells, the right way to optimize manufacturing, and the place to lease the subsequent massive subject. Regardless of good intentions, the business continues to be tormented by massive portions of information which can be inconsistent in location, high quality, and format—a lot of which can not reliably be discovered or used when wanted. Even when the info is dependable, it may be locked into application-specific knowledge shops that restrict its use. The answer to this dilemma is multi-faceted and more and more contains cloud expertise, the OSDU™ Information Platform, trendy purposes, and knowledge governance targeted on folks and their enterprise processes.
Microsoft Power Information Providers is a knowledge platform absolutely supported by Microsoft, that permits environment friendly knowledge administration, standardization, liberation, and consumption in vitality exploration. The answer is a hyperscale knowledge ecosystem that leverages the capabilities of the OSDU Information Platform, Microsoft’s safe and reliable cloud providers with our companions’ intensive area experience.
Cloud and the OSDU Information Platform
Cloud-based computing is the longer term—scalable, dependable, safe storage and compute capabilities, all managed for you with many highly effective add-on capabilities at your fingertips. For the vitality business, the Open Group® OSDU Information Platform is quickly rising as the usual—an open supply, cloud-based knowledge platform that unlocks knowledge from purposes and gives customary knowledge schemas and entry protocols, enabling each knowledge governance and speedy innovation.
One of many issues that EPAM found when delivering app developer boot camps and deploying the platform for ourselves and for shoppers is its excessive stage of complexity. In these earlier days, platform deployment was a multi-step course of, with every service being deployed and validated individually, taking as much as every week. Earlier than we may transfer on to fixing enterprise issues, part of our work was to information our shoppers by way of varied technical deployment obstacles. As well as, it took one other a number of days to ingest pre-formatted pattern knowledge to be able to check the platform with actual knowledge. Not anymore.
Microsoft Power Information Providers
Microsoft has made the OSDU Information Platform enterprise-ready and pre-bundled with the capabilities wanted to optimize Power Firm knowledge worth utilizing the Microsoft Cloud. EPAM has seen its advantages. As an enterprise-grade platform, Microsoft Power Information Providers has practically single-click deployment. Deployment time has diminished considerably—what beforehand took a number of days now takes about 45 minutes! Equally, the time to ingest the pattern knowledge is drastically diminished from one week to round one hour! As well as, the administration layer surrounding the platform gives the assured reliability, stability, safety, instruments, efficiency, and the SLAs wanted by massive enterprises akin to main vitality corporations.
Information governance and trendy purposes
As famous earlier than, glorious infrastructure alone doesn’t magically remedy all knowledge and enterprise issues. With Microsoft Power Information Providers offering a strong basis with which to retailer knowledge, course of knowledge, and construct and host cloud-native apps aligned with the OSDU Technical Normal, what stays to empower a data-driven group is trendy purposes and knowledge governance.
It’s a daunting job to manually monitor the manifold ways in which knowledge enters the corporate, the numerous locations it’s saved, and the numerous methods it’s consumed, enriched, and duplicated. Bettering this requires a staff who can map out the detailed approach wherein all of this occurs right this moment. It additionally takes trendy digital instruments to automate the aggregation, parsing, high quality evaluation, and lineage-tracking of the info. It takes folks with a broad and deep view to perform this for big organizations—individuals who perceive the enterprise, the info varieties, the expertise, and the right way to present the appropriate knowledge, in the appropriate codecs, in the appropriate place, on the proper time, to the appropriate folks. That features software connectors and analytical purposes themselves designed for the fashionable cloud atmosphere in order that liberated knowledge can transfer backwards and forwards to customers seamlessly.
How one can work with EPAM on Microsoft Power Information Providers
EPAM brings business information, technical experience, instruments, frameworks, relationships with software program distributors, and world-class supply constructed on the Microsoft Power Information Providers platform. EPAM has developed a doc extraction and processing system (DEPS) accelerator, which gives capabilities to facilitate the event of customizable workflows for extracting and processing unstructured knowledge within the type of scanned or digitalized doc codecs. DEPS is powered by Azure AI/machine studying and deep studying algorithms. It contains pluggable sub-systems for personalisation, makes use of machine studying pre/publish processors, validation and extensions for UI assessment, automation machine studying fashions coaching, handbook labeling, and analytics capabilities to enhance basic optical character recognition (OCR) and textual content extraction accuracy. DEPS may be tailored to course of quite a few knowledge varieties protecting each picture and textual content, PDF, XLS, ASCII, and different file codecs. Ask extra at OSDU@epam.com.
Microsoft Power Information Providers is an enterprise-grade, fully-managed, OSDU Information Platform for the vitality business that’s environment friendly, standardized, straightforward to deploy, and scalable for knowledge administration—for ingesting, aggregating, storing, looking, and retrieving knowledge. The platform will present scale, safety, privateness, and compliance anticipated by our enterprise clients. EPAM provides providers offering the appropriate knowledge, in the appropriate codecs, in the appropriate place, on the proper time, to the appropriate folks, which incorporates software connectors and analytical purposes, with knowledge contained in Microsoft Power Information Providers.
Get began with Microsoft Power Information Providers right this moment.