Welcome!

Eclipse Authors: Elizabeth White, Liz McMillan, XebiaLabs Blog, Ken Fogel, Sematext Blog

Blog Feed Post

New API Academy Team Member: Irakli Nadareishvili

Irakli NadareishviliThe API Academy team has a new member: Irakli Nadareishvili who has joined CA Layer 7 as Director of API Strategy. Before joining CA, Irakli served as Director of Engineering for Digital Media at NPR, which is noted for its leadership in API-oriented platform design. He has also participated in the creation of the Public Media Platform, worked with whitehouse.gov and helped a number of major media companies develop publishing solutions using open source software.

I recently sat down with Irakli to discuss what he has in mind as he joins API Academy.

MM: You once told me that you believe the future of Big Data is “linked APIs”? That sounds intriguing. Tell me more about it.

IN: In most people’s minds, “Big Data” is synonymous to “very large data”. You may hear: “Google-large” or “Twitter-large” or “petabytes”. The Wikipedia definition of Big Data is slightly more elaborate:

“Big data is the term for a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools or traditional data processing applications”.

In my work, I see the “complex” part of the definition becoming more important than the size. We have gotten pretty good at taming the large sizes of data. Tooling for horizontal partitioning and parallel processing of large data sets is now abundant. Still, most Big Data sets are contained and processed in the isolation of single organizations. This is bound to change very soon. The end of siloed Big Data is near: I believe that the next phase of Big Data challenges will have to do with data sets that cross organizational boundaries.

APIs will play a major role in this. Web APIs represent the most effective available technology that allows data to cross organizational boundaries. APIs efficiently connect and link data at a distance.

MM: Can you give an example of what you mean by “data sets that cross organizational boundaries”? And what challenges do these pose?

IN: You see, a lot of people have the notion that the data they need to process can be stored in a database maintained by a single organization. This notion is increasingly inaccurate. More and more, organizations are having to deal with highly-distributed data sets.

This can be very challenging. The infamous healthcare.gov is a good example of such a distributed system. The main technical challenge of implementing healthcare.gov’s backend was that it had to integrate with data in many existing systems.

The $500 million initial public fiasco of healthcare.gov is also a vivid indication of just how complex it is to build truly distributed systems. Practically the only successful implementation of such a large, distributed information system is the World Wide Web. There’s a lot we can learn from the architecture of the Web. It’s a battle-tested blueprint for building distributed systems at scale.

I believe the Big Data challenges of the future will be solved at the intersection of APIs with Web/hypermedia architecture, linked data and what we currently call Big Data tooling. I call this intersection “Linked APIs”, to differentiate it from the current, siloed state of most Web APIs.

MM: What practical advice would you give to the developers of future Big Data APIs?

IN: I think the most important thing is that we need to stop falsely assuming all of the API data is local data. It is not. Despite the name, an API for a distributed system is really not a “programming interface” to local data/assets. Rather, it is a programmable data index. Think of APIs as a programmable search index for a distributed collection of data sets.

I don’t like to think of the term “API” as an abbreviation anymore. Maybe it was one a while ago but it has since evolved way past that. Much like IBM doesn’t think of itself as “International Business Machines” anymore, APIs aren’t merely “application programming interfaces”. Most of what IBM does these days isn’t even necessarily about “machines”. Likewise, most of what we need out of APIs isn’t about any single application or an interface to it.

MM: Big Data represents one important challenge for computing today. What about IoT?

NN: The Internet of Things is already here, in small ways. The IoT we have today consists of a vast number of Web-connected devices, acting as sensors, sending myriads of signals to the cloud. That, by the way, is what creates many Big Data challenges. The future is much more interesting, however. Once the connected devices start engaging in peer-to-peer interactions, bypassing central authority, we will enter a significantly different realm. The most important challenge in that world, from my perspective, will be identity. Identity is always key in distributed systems but especially so in peer-to-peer networks.

MM: What excites you the most about your new role at Layer 7?

IN: Thank you for asking this question. I will start by telling you what terrifies me the most. The API Academy and Layer 7 teams represent a gathering of  ”scary” amounts of world-class brainpower and expertise in the API space. It is extremely humbling to be part of such a distinguished group.

Obviously, it also means that there is a lot of very fundamental thinking and innovation that happens here. Especially now that Layer 7 is part of CA Technologies, there’s really very little that we couldn’t accomplish if we put our hearts to it. That feels extremely empowering. I really care about all things related to APIs and distributed systems, the role they can play for the future of technology. I am super excited about the possibilities that lie ahead of us.

Read the original blog entry...

More Stories By Matt McLarty

Matt McLarty is focused on customer success, providing implementation best practices and architectural guidance to ensure clients receive the maximum benefit from Layer 7’s products. Matt brings over 15 years of technology leadership to Layer 7, with a particular focus on enterprise architecture, strategy and integration. Prior to joining Layer 7, Matt led the global IBM technical sales organization responsible for application integration software and solutions, notably helping to grow the SOA Gateway business substantially over a five-year period. Before joining IBM, Matt worked as a Senior Director and Enterprise Architect focused on SOA, electronic payments and identity management. Follow him on Twitter at @MattMcLartyBC.

@ThingsExpo Stories
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
"We work in the area of Big Data analytics and Big Data analytics is a very crowded space - you have Hadoop, ETL, warehousing, visualization and there's a lot of effort trying to get these tools to talk to each other," explained Mukund Deshpande, head of the Analytics practice at Accelerite, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
When people aren’t talking about VMs and containers, they’re talking about serverless architecture. Serverless is about no maintenance. It means you are not worried about low-level infrastructural and operational details. An event-driven serverless platform is a great use case for IoT. In his session at @ThingsExpo, Animesh Singh, an STSM and Lead for IBM Cloud Platform and Infrastructure, will detail how to build a distributed serverless, polyglot, microservices framework using open source tec...
SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2016 Silicon Valley. The 19th Cloud Expo and 6th @ThingsExpo will take place on November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Interne...
Internet of @ThingsExpo has announced today that Chris Matthieu has been named tech chair of Internet of @ThingsExpo 2016 Silicon Valley. The 6thInternet of @ThingsExpo will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Apixio Inc. has raised $19.3 million in Series D venture capital funding led by SSM Partners with participation from First Analysis, Bain Capital Ventures and Apixio’s largest angel investor. Apixio will dedicate the proceeds toward advancing and scaling products powered by its cognitive computing platform, further enabling insights for optimal patient care. The Series D funding comes as Apixio experiences strong momentum and increasing demand for its HCC Profiler solution, which mines unstruc...
The IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discussed how businesses can gain an edge over competitors by empowering consumers to take control through IoT. He cited examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He also highlighted how IoT can revitalize and restore outdated business models, making them profitable ...
Presidio has received the 2015 EMC Partner Services Quality Award from EMC Corporation for achieving outstanding service excellence and customer satisfaction as measured by the EMC Partner Services Quality (PSQ) program. Presidio was also honored as the 2015 EMC Americas Marketing Excellence Partner of the Year and 2015 Mid-Market East Partner of the Year. The EMC PSQ program is a project-specific survey program designed for partners with Service Partner designations to solicit customer feedbac...
IoT offers a value of almost $4 trillion to the manufacturing industry through platforms that can improve margins, optimize operations & drive high performance work teams. By using IoT technologies as a foundation, manufacturing customers are integrating worker safety with manufacturing systems, driving deep collaboration and utilizing analytics to exponentially increased per-unit margins. However, as Benoit Lheureux, the VP for Research at Gartner points out, “IoT project implementers often ...
"delaPlex is a software development company. We do team-based outsourcing development," explained Mark Rivers, COO and Co-founder of delaPlex Software, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Connected devices and the industrial internet are growing exponentially every year with Cisco expecting 50 billion devices to be in operation by 2020. In this period of growth, location-based insights are becoming invaluable to many businesses as they adopt new connected technologies. Knowing when and where these devices connect from is critical for a number of scenarios in supply chain management, disaster management, emergency response, M2M, location marketing and more. In his session at @Th...
Machine Learning helps make complex systems more efficient. By applying advanced Machine Learning techniques such as Cognitive Fingerprinting, wind project operators can utilize these tools to learn from collected data, detect regular patterns, and optimize their own operations. In his session at 18th Cloud Expo, Stuart Gillen, Director of Business Development at SparkCognition, discussed how research has demonstrated the value of Machine Learning in delivering next generation analytics to imp...
The idea of comparing data in motion (at the sensor level) to data at rest (in a Big Data server warehouse) with predictive analytics in the cloud is very appealing to the industrial IoT sector. The problem Big Data vendors have, however, is access to that data in motion at the sensor location. In his session at @ThingsExpo, Scott Allen, CMO of FreeWave, discussed how as IoT is increasingly adopted by industrial markets, there is going to be an increased demand for sensor data from the outermos...
IoT is rapidly changing the way enterprises are using data to improve business decision-making. In order to derive business value, organizations must unlock insights from the data gathered and then act on these. In their session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, and Peter Shashkin, Head of Development Department at EastBanc Technologies, discussed how one organization leveraged IoT, cloud technology and data analysis to improve customer experiences and effi...
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life sett...
There are several IoTs: the Industrial Internet, Consumer Wearables, Wearables and Healthcare, Supply Chains, and the movement toward Smart Grids, Cities, Regions, and Nations. There are competing communications standards every step of the way, a bewildering array of sensors and devices, and an entire world of competing data analytics platforms. To some this appears to be chaos. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, Bradley Holt, Developer Advocate a...
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, wh...
The cloud market growth today is largely in public clouds. While there is a lot of spend in IT departments in virtualization, these aren’t yet translating into a true “cloud” experience within the enterprise. What is stopping the growth of the “private cloud” market? In his general session at 18th Cloud Expo, Nara Rajagopalan, CEO of Accelerite, explored the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences between wh...
It is one thing to build single industrial IoT applications, but what will it take to build the Smart Cities and truly society changing applications of the future? The technology won’t be the problem, it will be the number of parties that need to work together and be aligned in their motivation to succeed. In his Day 2 Keynote at @ThingsExpo, Henrik Kenani Dahlgren, Portfolio Marketing Manager at Ericsson, discussed how to plan to cooperate, partner, and form lasting all-star teams to change t...