|By Matt McLarty||
|February 27, 2014 05:00 PM EST||
The 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.
Now that the world has connected “things,” we need to build these devices as truly intelligent in order to create instantaneous and precise results. This means you have to do as much of the processing at the point of entry as you can: at the edge. The killer use cases for IoT are becoming manifest through AI engines on edge devices. An autonomous car has this dual edge/cloud analytics model, producing precise, real-time results. In his session at @ThingsExpo, John Crupi, Vice President and Eng...
Mar. 28, 2017 09:15 AM EDT Reads: 4,041
There are 66 million network cameras capturing terabytes of data. How did factories in Japan improve physical security at the facilities and improve employee productivity? Edge Computing reduces possible kilobytes of data collected per second to only a few kilobytes of data transmitted to the public cloud every day. Data is aggregated and analyzed close to sensors so only intelligent results need to be transmitted to the cloud. Non-essential data is recycled to optimize storage.
Mar. 28, 2017 08:15 AM EDT Reads: 3,151
"I think that everyone recognizes that for IoT to really realize its full potential and value that it is about creating ecosystems and marketplaces and that no single vendor is able to support what is required," explained Esmeralda Swartz, VP, Marketing Enterprise and Cloud at Ericsson, in this SYS-CON.tv interview at @ThingsExpo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Mar. 28, 2017 08:00 AM EDT Reads: 4,408
Why do your mobile transformations need to happen today? Mobile is the strategy that enterprise transformation centers on to drive customer engagement. In his general session at @ThingsExpo, Roger Woods, Director, Mobile Product & Strategy – Adobe Marketing Cloud, covered key IoT and mobile trends that are forcing mobile transformation, key components of a solid mobile strategy and explored how brands are effectively driving mobile change throughout the enterprise.
Mar. 28, 2017 06:00 AM EDT Reads: 2,985
As businesses adopt functionalities in cloud computing, it’s imperative that IT operations consistently ensure cloud systems work correctly – all of the time, and to their best capabilities. In his session at @BigDataExpo, Bernd Harzog, CEO and founder of OpsDataStore, will present an industry answer to the common question, “Are you running IT operations as efficiently and as cost effectively as you need to?” He will expound on the industry issues he frequently came up against as an analyst, and...
Mar. 28, 2017 06:00 AM EDT Reads: 4,307
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds. How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" ...
Mar. 28, 2017 06:00 AM EDT Reads: 8,916
Keeping pace with advancements in software delivery processes and tooling is taxing even for the most proficient organizations. Point tools, platforms, open source and the increasing adoption of private and public cloud services requires strong engineering rigor - all in the face of developer demands to use the tools of choice. As Agile has settled in as a mainstream practice, now DevOps has emerged as the next wave to improve software delivery speed and output. To make DevOps work, organization...
Mar. 28, 2017 02:30 AM EDT Reads: 2,060
My team embarked on building a data lake for our sales and marketing data to better understand customer journeys. This required building a hybrid data pipeline to connect our cloud CRM with the new Hadoop Data Lake. One challenge is that IT was not in a position to provide support until we proved value and marketing did not have the experience, so we embarked on the journey ourselves within the product marketing team for our line of business within Progress. In his session at @BigDataExpo, Sum...
Mar. 28, 2017 02:15 AM EDT Reads: 3,144
SYS-CON Events announced today that MobiDev, a client-oriented software development company, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place June 6-8, 2017, at the Javits Center in New York City, NY, and the 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. MobiDev is a software company that develops and delivers turn-key mobile apps, websites, web services, and complex softw...
Mar. 28, 2017 02:00 AM EDT Reads: 3,938
DevOps is often described as a combination of technology and culture. Without both, DevOps isn't complete. However, applying the culture to outdated technology is a recipe for disaster; as response times grow and connections between teams are delayed by technology, the culture will die. A Nutanix Enterprise Cloud has many benefits that provide the needed base for a true DevOps paradigm.
Mar. 28, 2017 01:00 AM EDT Reads: 2,376
What sort of WebRTC based applications can we expect to see over the next year and beyond? One way to predict development trends is to see what sorts of applications startups are building. In his session at @ThingsExpo, Arin Sime, founder of WebRTC.ventures, will discuss the current and likely future trends in WebRTC application development based on real requests for custom applications from real customers, as well as other public sources of information,
Mar. 28, 2017 12:45 AM EDT Reads: 1,011
"My role is working with customers, helping them go through this digital transformation. I spend a lot of time talking to banks, big industries, manufacturers working through how they are integrating and transforming their IT platforms and moving them forward," explained William Morrish, General Manager Product Sales at Interoute, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Mar. 27, 2017 09:45 PM EDT Reads: 3,702
Apache Hadoop is emerging as a distributed platform for handling large and fast incoming streams of data. Predictive maintenance, supply chain optimization, and Internet-of-Things analysis are examples where Hadoop provides the scalable storage, processing, and analytics platform to gain meaningful insights from granular data that is typically only valuable from a large-scale, aggregate view. One architecture useful for capturing and analyzing streaming data is the Lambda Architecture, represent...
Mar. 27, 2017 08:15 PM EDT Reads: 6,368
SYS-CON Events announced today that Ocean9will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Ocean9 provides cloud services for Backup, Disaster Recovery (DRaaS) and instant Innovation, and redefines enterprise infrastructure with its cloud native subscription offerings for mission critical SAP workloads.
Mar. 27, 2017 07:45 PM EDT Reads: 2,237
With billions of sensors deployed worldwide, the amount of machine-generated data will soon exceed what our networks can handle. But consumers and businesses will expect seamless experiences and real-time responsiveness. What does this mean for IoT devices and the infrastructure that supports them? More of the data will need to be handled at - or closer to - the devices themselves.
Mar. 27, 2017 07:30 PM EDT Reads: 4,623
SYS-CON Events announced today that SoftLayer, an IBM Company, has been named “Gold Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. SoftLayer’s customers range from Web startups to global enterprises.
Mar. 27, 2017 02:45 PM EDT Reads: 2,013
SYS-CON Events announced today that Linux Academy, the foremost online Linux and cloud training platform and community, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Linux Academy was founded on the belief that providing high-quality, in-depth training should be available at an affordable price. Industry leaders in quality training, provided services, and student certification passes, its goal is to c...
Mar. 27, 2017 02:30 PM EDT Reads: 4,050
SYS-CON Events announced today that CA Technologies has been named “Platinum Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY, and the 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. CA Technologies helps customers succeed in a future where every business – from apparel to energy – is being rewritten by software. From ...
Mar. 27, 2017 02:00 PM EDT Reads: 2,123
In his session at @ThingsExpo, Eric Lachapelle, CEO of the Professional Evaluation and Certification Board (PECB), will provide an overview of various initiatives to certifiy the security of connected devices and future trends in ensuring public trust of IoT. Eric Lachapelle is the Chief Executive Officer of the Professional Evaluation and Certification Board (PECB), an international certification body. His role is to help companies and individuals to achieve professional, accredited and worldw...
Mar. 27, 2017 01:15 PM EDT Reads: 791
SYS-CON Events announced today that Loom Systems will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Founded in 2015, Loom Systems delivers an advanced AI solution to predict and prevent problems in the digital business. Loom stands alone in the industry as an AI analysis platform requiring no prior math knowledge from operators, leveraging the existing staff to succeed in the digital era. With offices in S...
Mar. 27, 2017 01:00 PM EDT Reads: 1,543