• In Search of Multi-Modal Data Integration

  May 5, 2021 Alex Woodie

  As the number of data sources that companies use goes up, so too does the complexity of the data pipelines that bring it all together. Instead of using a mix of different tools and technologies for ETL, ELT, and batch integration, some users are seeking a single multi-modal data integration tool that can deliver multiple integration approaches.

  One company providing multi-modal data integration is Equalum. The company’s DataOps offering works in various methodologies, including capturing real-time database updates using change data capture (CDC) technology; batch-based extract, transform, and load (ETL) and ELT; and REST- and SOAP-based data integration using …

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• On Your iRadar: Super Smart Chatbots

  April 28, 2021 Alex Woodie

  Don’t look now, but thanks to breakthroughs in natural language processing (NLP), we’re on the cusp of having chatbots that can provide human-like question-answering capabilities. Within a matter of years, according to experts, basic communication between companies and their customers will be handled by AI, leaving humans to handle tougher cases and VIPs.

  The key breakthrough driving advances in NLP are large language models, specifically a class of language model called a transformer network. These transformer networks use deep learning methods to essentially learn the right sequence for words to go together. The order of words has been one of …

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• How The Latest TRs Bolster The Core IBM i OS

  October 7, 2020 Alex Woodie

  Yesterday was Technology Refresh (TR) day for IBM and its IBM i operating system, and Big Blue didn’t disappoint. The company unveiled new releases of IBM i 7.4 and 7.3 that bring a slew of new capabilities to the core operating system as well as surrounding offerings like Db2 Mirror, ACS, and RDi. In this article, we’ll look at enhancements to the core OS and related key features.

  During a COMMON webcast Tuesday, IBM i Chief Architect Steve Will touched broadly on a number of enhancements that soon will be available in the TRs. Most of the new capabilities will …

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• i2Rest Offers Native API Alternative to IWS

  August 19, 2020 Alex Woodie

  IBM i shops that want to expose their RPG applications as industry standard Web services have a few options to choose from. One solution they should keep on their list is i2Rest, which is a native ILE application that exposes RPG using modern OAuth2 and OpenAPI standards.

  We first came across Alexei Baranov’s work back in 2012, when he was involved in the port of the SVN client to IBM i while working at a Moscow, Russia-based consulting firm. Soon thereafter, Baranov started working on developing Web services tools for IBM i.

  The first version of his new Web …

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• ARCAD Generates APIs From 5250 Screens

  July 22, 2020 Alex Woodie

  Many IBM i shops want to modernize their 5250 applications by developing REST-based Web services and API extensions, but they face difficulties getting started. These organizations may want to check out ARCAD Software’s latest offering, ARCAD API, which takes much of the pain and complexity out of the API generation process.

  REST-based APIs have become a standard method for exposing data and business logic to the outside world. There’s an abundance of ways that APIs can be used–pushing data to Web or mobile users, for example, or pulling data from a cloud-based CRM system. Just about any higher-level application function, …

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• An Investment In APIs For IBM i From Remain Software

  June 24, 2020 Alex Woodie

  Application programming interfaces (APIs) are not new. But API creation and consumption has surged in recent years as developers adopt more modular and extensible architectures for new and modernized applications. IBM i developers are getting into the act, too, which is leading vendors like Remain Software to cater to them with new tools, like its recently announced API Studio.

  A recent survey by API marketplace provider RapidAPI concluded that almost 67 percent of developers expect their API use to increase in 2020 compared to 2019. The company’s CEO, Iddo Gino, said the survey results confirm what the company has seen …

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• A Simple Web Service Framework from Core-I Solutions

  May 20, 2020 Alex Woodie

  It can sometimes be difficult for IBM i shops to communicate with the outside world. RPG developers can get lost in the weeds of trying to figure out how to move data off IBM i to another platform. One potential solution is a new REST/Web services framework called Corei RSt that its creator says will simplify APIs.

  According to Core-I Solutions principal Jefferson Vaughn, a senior software engineer based in South Carolina, the Corei RSt framework streamlines the process of exposing IBM i data to business partners, customers, and outside developers who aren’t inside the company’s intranet.

  The framework leverages …

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• How GraphQL Can Improve IBM i APIs

  March 9, 2020 Alex Woodie

  IBM i shops are embracing APIs as a method for accessing data and programs, just like the wider IT world. As RESTful Web services overtook SOAP-based ones in popularity, IBM i shops moved with them. Now a new approach to Web services, dubbed GraphQL, is gaining traction in the wider IT world, and leading IBM i developers are right there again.

  GraphQL, if you’re not familiar, is a relatively new language and runtime for exposing and consuming APIs. The software, which was originally developed in 2015 by Facebook to streamline delivery of content in complex environments, essentially provides an abstraction …

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• Industry Speaks: IBM i Predictions For 2020, Part 2

  January 22, 2020 Alex Woodie

  What will happen in the IBM i community in 2020? It’s a question that’s worth some speculation, particularly from members of the IBM i community who have given it some thought. Here is our second (and final) batch of community predictions for 2020.

  The IBM i platform has been chugging along for 32 years (or 40 if you count the S/38). Do you really think this will be the year that it goes kaput? Trevor Perry certainly doesn’t think so, and you probably shouldn’t, either.

  “There will be continued predictions of the demise of IBM i throughout 2020,” the IBM …

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• Monoliths, Microservices, And IBM i Modernization: Part 1

  October 7, 2019 Alex Woodie

  What’s the best approach for application modernization: Maintain the monolithic architecture, or break it into individual microservices? This is an important question, especially for IBM i shops that are looking to take their considerable investment in encoded business logic to the next level.

  At first blush, the answer seems obvious: Monolithic architectures are bad, and microservices are good. Monolithic architectures, which are still quite prevalent in the IBM i world, proliferated from the 1970s well to the 2000s thanks in part to the popularity of packaged ERP suites that automated a multitude of processes and also to the programming inclinations …

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