All we need to do is have our teams self-organize, and behold! Emergent design and/or architecture springs up out of the nothingness! If only it were that easy, right? I follow in the footsteps of so many people who have long wondered at the meanings of such simple words, as though they were dogma from on high. Emerge? Self-organizing? Profound, to be sure. But what do we really make of this sentence?
Oct. 10, 2015 08:00 AM EDT Reads: 413
SCOPE is an acronym for Structured Computations Optimized for Parallel Execution, a declarative language for working with large-scale data. It is still under development at Microsoft. If you know SQL then working with SCOPE will be quite easy as SCOPE builds on SQL. The execution environment is different from that RDBMS oriented data. Data is still modeled as rows. Every row has typed columns and eveyr rowset has a well-defined schema. There is a SCOPe compiler that comes up with optimized execution plan and a runtime execution plan.
Oct. 10, 2015 02:00 AM EDT Reads: 245
If you’re running Big Data applications, you’re going to want to look at some kind of distributed processing system. Hadoop is one of the best-known clustering systems, but how are you going to process all your data in a reasonable time frame? MapReduce has become a standard, perhaps the standard, for distributed file systems. While it’s a great system already, it’s really geared toward batch use, with jobs needing to queue for later output. This can severely hamper your flexibility. What if you want to explore some of your data? If it’s going to take all night, forget about it.
Oct. 10, 2015 02:00 AM EDT Reads: 337
Disaster recovery (DR) has traditionally been a major challenge for IT departments. Even with the advent of server virtualization and other technologies that have simplified DR implementation and some aspects of on-going management, it is still a complex and (often extremely) costly undertaking. For those applications that do not require high availability, but are still mission- and business-critical, the decision as to which [applications] to spend money on for true disaster recovery can be a struggle.
Oct. 10, 2015 12:00 AM EDT Reads: 371
Today air travel is a minefield of delays, hassles and customer disappointment. Airlines struggle to revitalize the experience. GE and M2Mi will demonstrate practical examples of how IoT solutions are helping airlines bring back personalization, reduce trip time and improve reliability. In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Dr. Sarah Cooper, M2Mi's VP Business Development and Engineering, will explore the IoT cloud-based platform technologies driving this change including privacy controls, data transparency and integration of real time context w...
Oct. 9, 2015 10:15 PM EDT Reads: 151
Today’s modern day industrial revolution is being shaped by ubiquitous connectivity, machine to machine (M2M) communications, the Internet of Things (IoT), open APIs leading to a surge in new applications and services, partnerships and eventual marketplaces. IoT has the potential to transform industry and society much like advances in steam technology, transportation, mass production and communications ushered in the industrial revolution in the 18th and 19th centuries.
Oct. 9, 2015 07:45 PM EDT Reads: 167
Today’s connected world is moving from devices towards things, what this means is that by using increasingly low cost sensors embedded in devices we can create many new use cases. These span across use cases in cities, vehicles, home, offices, factories, retail environments, worksites, health, logistics, and health. These use cases rely on ubiquitous connectivity and generate massive amounts of data at scale. These technologies enable new business opportunities, ways to optimize and automate, along with new ways to engage with users.
Oct. 9, 2015 02:00 PM EDT Reads: 194
I was recently watching one of my favorite science fiction TV shows (I’ll confess, ‘Dr. Who’). In classic dystopian fashion, there was a scene in which a young boy is running for his life across some barren ground in a war-ravaged world. One of his compatriots calls out to him to freeze, not to move another inch. The compatriot warns the young boy that he’s in a field of hand mines (no, that is not a typo, he did say hand mines). Slowly, dull gray hands with eyes in the palm start emerging from the ground around the boy and the compatriot. Suddenly, one of the hands grabs the compatriot and pu...
Oct. 9, 2015 01:00 PM EDT Reads: 353
Recently announced Azure Data Lake addresses the big data 3V challenges; volume, velocity and variety. It is one more storage feature in addition to blobs and SQL Azure database. Azure Data Lake (should have been Azure Data Ocean IMHO) is really omnipotent. Just look at the key capabilities of Azure Data Lake:
Oct. 9, 2015 01:00 PM EDT Reads: 334
DevOps Summit at Cloud Expo 2014 Silicon Valley was a terrific event for us. The Qubell booth was crowded on all three days. We ran demos every 30 minutes with folks lining up to get a seat and usually standing around. It was great to meet and talk to over 500 people! My keynote was well received and so was Stan's joint presentation with RingCentral on Devops for BigData. I also participated in two Power Panels – ‘Women in Technology’ and ‘Why DevOps Is Even More Important than You Think,’ both featuring brilliant colleagues and moderators and it was a blast to be a part of.
Oct. 9, 2015 12:00 PM EDT Reads: 8,680
It’s not hard to find technology trade press commentary on the subject of Big Data. Variously defined (in non-technical terms) as the cluttered old shoebox of all data – and again (in more technical terms) as that amount of data that does not comfortably fit into a standard relational database for storage, processing and analytics within the normal constraints of processing, memory and data transport technologies – we can say that Big Data is an oft mentioned and sometimes misunderstood subject.
Oct. 9, 2015 09:30 AM EDT Reads: 266
“Cloud computing is a model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications and services) that can be rapidly provisioned and released with minimal management.” While this definition is broadly accepted and has, in fact, been my adopted standard for years, it only describes technical aspects of cloud computing. The amalgamation of technologies used to deliver cloud services is not even half the story. Above all else, the successful employment requires a tight linkage to the econ...
Oct. 9, 2015 09:15 AM EDT Reads: 308
Developing software for the Internet of Things (IoT) comes with its own set of challenges. Security, privacy, and unified standards are a few key issues. In addition, each IoT product is comprised of at least three separate application components: the software embedded in the device, the backend big-data service, and the mobile application for the end user's controls. Each component is developed by a different team, using different technologies and practices, and deployed to a different stack/target - this makes the integration of these separate pipelines and the coordination of software upd...
Oct. 9, 2015 09:00 AM EDT Reads: 301
Too many multinational corporations delete little, if any, data even though at its creation, more than 70 percent of this data is useless for business, regulatory or legal reasons. The problem is hoarding, and what businesses need is their own “Hoarders” reality show about people whose lives are driven by their stuff (corporations are legally people, after all). The goal of such an intervention (and this article)? Turning hoarders into collectors.
Oct. 9, 2015 06:00 AM EDT Reads: 299
Organizations already struggle with the simple collection of data resulting from the proliferation of IoT, lacking the right infrastructure to manage it. They can't only rely on the cloud to collect and utilize this data because many applications still require dedicated infrastructure for security, redundancy, performance, etc. In his session at 17th Cloud Expo, Emil Sayegh, CEO of Codero Hosting, will discuss how in order to resolve the inherent issues, companies need to combine dedicated and cloud solutions through hybrid hosting – a sustainable solution for the data required to manage I...
Oct. 8, 2015 01:00 PM EDT Reads: 485