Welcome!

SDN Journal Authors: Liz McMillan, Elizabeth White, Pat Romanski, Greg Schulz, Jerome McFarland

Related Topics: @BigDataExpo, Microservices Expo, IBM Cloud, Agile Computing, @CloudExpo, Cloud Security, SDN Journal

@BigDataExpo: Article

Innovative Analytics - Changing the IT Landscape

How log analysis is transforming how products are monitored

A common theme heard in the IT marketplace is that innovative technologies are enabling new insights to be harvested from data. Cloud computing provides the necessary infrastructure that allows smaller organizations to enjoy the value from these insights. As cloud computing becomes mainstream, analytics driven by new sources are leveraged by formation of new partnerships. GE and Google recently announced a partnership for the utility business that integrates Google map functions with GE's geospatial analytical tools to improve visualization. Any way you look at it, integrating consumer and industrial assets with speed and ease is game changing.

Recently, I attended the Strata and IBM Pulse 2013 Conferences that were relatively different but that both incorporated common analytics themes. The Strata Conference is independently organized and focused on data analytics while IBM Pulse, run by the company's Tivoli organization, primarily targets systems management.

Pulse 2013 focused more attention on analytics than last year's event.  While the Strata Conference focused on start-ups that demonstrated interesting analytic products, IBM is looking to leverage analytics as a core competency by embedding those processes into current solutions. Speaking at IBM's recent investor meeting, CEO Ginni Rometty projected $20B in analytics and big data revenues by 2015. To meet this goal, all IBM brands seem to be adding analytic capabilities.

One analytics area I found interesting at both Strata and IBM Pulse were solutions focused on system logs. Computer data logging is a common practice and supports the goal of keeping a history of administrator activities and problem diagnoses.  After an outage, logs are thoroughly analyzed by technicians who scour for the root cause then take appropriate steps to fix malfunctioning components.

The number of inter-connected components in a cloud computing infrastructure significantly increases the volume and variety of log data produced, as well as its importance. Traditional log file solutions leveraged legacy database technologies that are unable to process data being created at the variety and velocity today in a timely and cost effective manner. At the Strata Conference, Glassbeam and Splunk offered interesting solutions; and at Pulse, IBM released a new product capability in their SmartCloud portfolio that analyzes logs, events and metrics in an integrated manner. Let's discuss each in turn.

  • Glassbeam's goal is to provide a platform to help companies get intelligence from machine data. Their partnerships with LogiXML, OpSource (now part of Dimension Data) and Vertica (now part of HP) give them the capability to quickly assemble an innovative solution. Capabilities that focus on customer intelligence, product engineering and service revenue will be of interest to any organization looking to leverage intelligence and value from log data.
  • Splunk surprised a lot of folks when their stock price doubled on the first day of trading after they went public, offering insight to investors' thinking regarding Splunk's capabilities and the value of log analytics to customers. While Glassbeam is a niche and vertical solution, Splunk is a broad solution that covers the gamut of logs, from call centers to click streams.
  • IBM is a late entrant into developing a core product focused on log analytics leveraging new technologies. Their new product is promising as it integrates competencies from multiple software divisions as well as the recent Vivisimo acquisition. This combination of products brings the challenge of integration and installation, while allowing the new product to pull strengths of multiple best-of-breed products. By integrating systems manuals as an additional source to identify specific problems, this new workload analytics capability will be a good addition for existing and new IBM Tivoli customers.

Application logs have offered ways to diagnose system problems for a long time. Analyzing logs from multiple operational processes is a new challenge, and new technologies like Hadoop provide an excellent way to proactively act on intelligence gained. As technologies mature, technology giants will be forced to introduce new products to meet customer needs.

The ability to create new products rapidly is demonstrated by newcomers like Glassbeam and Splunk, changing the IT landscape. Pulse 2013 exhibited legacy product improvements along with new products bundling multiple capabilities from a diverse portfolio to address customer demand. Existing technology vendors need to quickly build their own products or acquire companies that will allow them to fill in this void in their portfolios. Predictive analytics from log data is a good example of how businesses can add significant value to their customers.

This post was first published on Robustcloud.com. Republished with permission.

More Stories By Larry Carvalho

Larry Carvalho runs Robust Cloud LLC, an advisory services company helping various ecosystem players develop a strategy to take advantage of cloud computing. As the 2010-12 Instructor of Cloud Expo's popular Cloud Computing Bootcamp, he has already led the bootcamp in New York, Silicon Valley, and Prague, receiving strong positive feedback from attendees about the value gained at these events. Carvalho has facilitated all-day sessions at customer locations to set a clear roadmap and gain consensus among attendees on strategy and product direction. He has participated in multiple discussion panels focused on cloud computing trends at information technology events, and he has delivered all-day cloud computing training to customers in conjunction with CloudCamps. To date, his role has taken him to clients in three continents.

@CloudExpo Stories
SYS-CON Events announced today that MangoApps will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. MangoApps provides modern company intranets and team collaboration software, allowing workers to stay connected and productive from anywhere in the world and from any device. For more information, please visit https://www.mangoapps.com/.
The essence of data analysis involves setting up data pipelines that consist of several operations that are chained together – starting from data collection, data quality checks, data integration, data analysis and data visualization (including the setting up of interaction paths in that visualization). In our opinion, the challenges stem from the technology diversity at each stage of the data pipeline as well as the lack of process around the analysis.
Many banks and financial institutions are experimenting with containers in development environments, but when will they move into production? Containers are seen as the key to achieving the ultimate in information technology flexibility and agility. Containers work on both public and private clouds, and make it easy to build and deploy applications. The challenge for regulated industries is the cost and complexity of container security compliance. VM security compliance is already challenging, ...
Designing IoT applications is complex, but deploying them in a scalable fashion is even more complex. A scalable, API first IaaS cloud is a good start, but in order to understand the various components specific to deploying IoT applications, one needs to understand the architecture of these applications and figure out how to scale these components independently. In his session at @ThingsExpo, Nara Rajagopalan is CEO of Accelerite, will discuss the fundamental architecture of IoT applications, ...
SYS-CON Events announced today that Tintri Inc., a leading producer of VM-aware storage (VAS) for virtualization and cloud environments, will exhibit at the 18th International CloudExpo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Enterprise networks are complex. Moreover, they were designed and deployed to meet a specific set of business requirements at a specific point in time. But, the adoption of cloud services, new business applications and intensifying security policies, among other factors, require IT organizations to continuously deploy configuration changes. Therefore, enterprises are looking for better ways to automate the management of their networks while still leveraging existing capabilities, optimizing perf...
In his session at 18th Cloud Expo, Bruce Swann, Senior Product Marketing Manager at Adobe, will discuss how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects). Bruce Swann has more than 15 years of experience working with digital marketing disciplines like web analytics, social med...
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...
SYS-CON Events announced today that EastBanc Technologies will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. EastBanc Technologies has been working at the frontier of technology since 1999. Today, the firm provides full-lifecycle software development delivering flexible technology solutions that seamlessly integrate with existing systems – whether on premise or cloud. EastBanc Technologies partners with p...
SYS-CON Events announced today that AppNeta, the leader in performance insight for business-critical web applications, will exhibit and present at SYS-CON's @DevOpsSummit at Cloud Expo New York, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. AppNeta is the only application performance monitoring (APM) company to provide solutions for all applications – applications you develop internally, business-critical SaaS applications you use and the networks that deli...
SYS-CON Events announced today BZ Media LLC has been named “Media Sponsor” of SYS-CON's 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. BZ Media LLC is a high-tech media company that produces technical conferences and expositions, and publishes a magazine, newsletters and websites in the software development, SharePoint, mobile development and Commercial Drone markets.
SYS-CON Events announced today that ContentMX, the marketing technology and services company with a singular mission to increase engagement and drive more conversations for enterprise, channel and SMB technology marketers, has been named “Sponsor & Exhibitor Lounge Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York. “CloudExpo is a great opportunity to start a conversation with new prospects, but what happens after the...
The IoTs will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform. In his session at @ThingsExpo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm and share the must-have mindsets for removing complexity from the development proc...
SYS-CON Events announced today that Alert Logic, Inc., the leading provider of Security-as-a-Service solutions for the cloud, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Alert Logic, Inc., provides Security-as-a-Service for on-premises, cloud, and hybrid infrastructures, delivering deep security insight and continuous protection for customers at a lower cost than traditional security solutions. Ful...
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, will explore the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences betwee...
As machines are increasingly connected to the internet, it’s becoming easier to discover the numerous ways Industrial IoT (IIoT) is helping to shape the business world. This is exactly why we have decided to take a closer look at this pervasive movement and to examine the desire to connect more things! Now if you need a refresher on IIoT and how it is changing the world, take a moment and listen to Greg Gorbach with ARC Advisory Group. Gorbach believes, "IIoT will significantly change the worl...
SYS-CON Events announced today that Super Micro Computer, Inc., a global leader in Embedded and IoT solutions, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Supermicro (NASDAQ: SMCI), the leading innovator in high-performance, high-efficiency server technology, is a premier provider of advanced server Building Block Solutions® for Data Center, Cloud Computing, Enterprise IT, Hadoop/Big Data, HPC and ...
The IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discuss how businesses can gain an edge over competitors by empowering consumers to take control through IoT. We'll cite examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He'll also highlight how IoT can revitalize and restore outdated business models, making them profitable...
IoT generates lots of temporal data. But how do you unlock its value? How do you coordinate the diverse moving parts that must come together when developing your IoT product? What are the key challenges addressed by Data as a Service? How does cloud computing underlie and connect the notions of Digital and DevOps What is the impact of the API economy? What is the business imperative for Cognitive Computing? Get all these questions and hundreds more like them answered at the 18th Cloud Expo...
SYS-CON Events announced today the Docker Meets Kubernetes – Intro into the Kubernetes World, being held June 9, 2016, in conjunction with 18th Cloud Expo | @ThingsExpo, at the Javits Center in New York, NY. Register for 'Docker Meets Kubernetes Workshop' Here! This workshop led by Sebastian Scheele, co-founder of Loodse, introduces participants to Kubernetes (container orchestration). Through a combination of instructor-led presentations, demonstrations, and hands-on labs, participants learn ...