|By Business Wire||
|July 21, 2014 03:50 PM EDT||
Today Senzari® introduced MusicGraph.ai, the first web-based graph analytics and intelligence engine for the music industry at the GraphLab Conference 2014, the annual gathering of leading data scientists and machine learning experts. MusicGraph.ai will serve as the primary dashboard for MusicGraph®, where API clients will be able to view detailed reports on their API usage and manage their account. More importantly, through this dashboard, they will also be able to access a comprehensive library of algorithms to extract even more value from the world’s most extensive repository of music data.
“We believe MusicGraph.ai will forever change the music intelligence industry, as it allows scientists to execute powerful analytics and machine learning algorithms at scale on a huge data-set without the need to write a single-line of code,” explained Demian Bellumio, COO of Senzari. In the coming weeks, Senzari’s MusicGraph API clients - which includes hundreds of companies, including streaming service providers, record labels, and music researchers - will be able to login, select the data they want, choose from dozens of proven algorithms, and run them on an elastic computing environment with as many machines as they wish - all within just a few minutes. “No more time and money wasted on finding, cleansing, and storing this hard-to-find music data, and especially, on the engineering effort needed to operate these complex graph computing infrastructure - which require deep domain expertise and PhD-level talent,” Bellumio said.
MusicGraph.ai seamlessly integrates leading Big Data technologies, including Titan® with Cassandra® and Elasticsearh® for the distributed graph database system, Hadoop® and Spark® for parallel processing, and GraphLab® and GraphX as algorithmic engines. The algorithms will be divided in two distinct sets, Analytics and Intelligence. Analytics will initially include a set of popular “graph analytics” algorithms such as PageRank, connected components, and triangle counting. Intelligence will incorporate powerful “machine learning” algorithms, such as collaborative filtering, k-means, logistic regression, and support vector machines (SVMs). In some instances, the user will be able to run the same algorithm from multiple engines, like GraphLab and GraphX, to compare the results and performance across them. In terms of real-world use cases for MusicGraph.ai, data scientists can leverage it to enhance or develop music recommendation services, identify data anomalies, and perform community detection within their networks, among other applications, all in an automated and highly scalable way.
“MusicGraph.ai dramatically opens up the market potential of Senzari’s MusicGraph, as we are now not only providing industry leading data and music recommendations services to our partners, but we’ll now offer unparalleled access to Big Data infrastructure and tools that they can use to derive actionable data from billions of data points that connect the content and users,” commented Bill Hajjar, CEO of Senzari. “We believe that in MusicGraph’s first iteration we democratized music data access, and now, with MusicGraph.ai, we are democratizing music knowledge. Most impressively, our team was able to make this leap possible in just months, not years.”
All developers and data scientists interested in learning more, can sign up for free access to MusicGraph by visiting http://developer.musicgraph.com.
Senzari is a technology company applying the latest techniques in machine learning and Big Data technologies to generate real-time semantic graphs around users and media. Senzari has two products that leverage these technologies, MusicGraph and Wahwah. MusicGraph is an API comprised of a multi-billion-item dataset, graph search, and recommendation service, coupled with powerful graph analytics and machine learning engines. Wahwah is a music streaming service that leverages MusicGraph’s recommendation engine to deliver uniquely personalized Internet radio experiences across web and mobile platforms.
Senzari and the MusicGraph are registered trademarks of Senzari, Inc. Titan is a trademark of Aurelius LLC. Elasticsearch is a trademark of Elasticsearch BV. Cassandra, Spark and Hadoop are all trademarks of The Apache Software Foundation. GraphLab is a trademark of GraphLab Inc.
With the proliferation of both SQL and NoSQL databases, organizations can now target specific fit-for-purpose database tools for their different application needs regarding scalability, ease of use, ACID support, etc. Platform as a Service offerings make this even easier now, enabling developers to roll out their own database infrastructure in minutes with minimal management overhead. However, this same amount of flexibility also comes with the challenges of picking the right tool, on the right ...
Feb. 27, 2017 04:00 AM EST Reads: 7,293
910Telecom exhibited at the 19th International Cloud Expo, which took place at the Santa Clara Convention Center in Santa Clara, CA, in November 2016. Housed in the classic Denver Gas & Electric Building, 910 15th St., 910Telecom is a carrier-neutral telecom hotel located in the heart of Denver. Adjacent to CenturyLink, AT&T, and Denver Main, 910Telecom offers connectivity to all major carriers, Internet service providers, Internet backbones and exchanges.
Feb. 27, 2017 03:30 AM EST Reads: 2,164
Hardware virtualization and cloud computing allowed us to increase resource utilization and increase our flexibility to respond to business demand. Docker Containers are the next quantum leap - Are they?! Databases always represented an additional set of challenges unique to running workloads requiring a maximum of I/O, network, CPU resources combined with data locality.
Feb. 27, 2017 03:00 AM EST Reads: 2,237
Cognitive Computing is becoming the foundation for a new generation of solutions that have the potential to transform business. Unlike traditional approaches to building solutions, a cognitive computing approach allows the data to help determine the way applications are designed. This contrasts with conventional software development that begins with defining logic based on the current way a business operates. In her session at 18th Cloud Expo, Judith S. Hurwitz, President and CEO of Hurwitz & ...
Feb. 27, 2017 03:00 AM EST Reads: 2,449
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.
Feb. 27, 2017 02:00 AM EST Reads: 7,521
Zerto exhibited at SYS-CON's 18th International Cloud Expo®, which took place at the Javits Center in New York City, NY, in June 2016. Zerto is committed to keeping enterprise and cloud IT running 24/7 by providing innovative, simple, reliable and scalable business continuity software solutions. Through the Zerto Cloud Continuity Platform™, organizations can seamlessly move and protect virtualized workloads between public, private and hybrid clouds. The company’s flagship product, Zerto Virtual...
Feb. 27, 2017 01:30 AM EST Reads: 1,923
In recent years, containers have taken the world by storm. Companies of all sizes and industries have realized the massive benefits of containers, such as unprecedented mobility, higher hardware utilization, and increased flexibility and agility; however, many containers today are non-persistent. Containers without persistence miss out on many benefits, and in many cases simply pass the responsibility of persistence onto other infrastructure, adding additional complexity.
Feb. 27, 2017 01:15 AM EST Reads: 1,656
Some people worry that OpenStack is more flash then substance; however, for many customers this could not be farther from the truth. No other technology equalizes the playing field between vendors while giving your internal teams better access than ever to infrastructure when they need it. In his session at 20th Cloud Expo, Chris Brown, a Solutions Marketing Manager at Nutanix, will talk through some real-world OpenStack deployments and look into the ways this can benefit customers of all sizes....
Feb. 27, 2017 01:15 AM EST Reads: 1,689
Niagara Networks exhibited at the 19th International Cloud Expo, which took place at the Santa Clara Convention Center in Santa Clara, CA, in November 2016. Niagara Networks offers the highest port-density systems, and the most complete Next-Generation Network Visibility systems including Network Packet Brokers, Bypass Switches, and Network TAPs.
Feb. 27, 2017 01:00 AM EST Reads: 1,336
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...
Feb. 27, 2017 01:00 AM EST Reads: 2,101
Extreme Computing is the ability to leverage highly performant infrastructure and software to accelerate Big Data, machine learning, HPC, and Enterprise applications. High IOPS Storage, low-latency networks, in-memory databases, GPUs and other parallel accelerators are being used to achieve faster results and help businesses make better decisions. In his session at 18th Cloud Expo, Michael O'Neill, Strategic Business Development at NVIDIA, focused on some of the unique ways extreme computing is...
Feb. 27, 2017 12:30 AM EST Reads: 8,826
The explosion of new web/cloud/IoT-based applications and the data they generate are transforming our world right before our eyes. In this rush to adopt these new technologies, organizations are often ignoring fundamental questions concerning who owns the data and failing to ask for permission to conduct invasive surveillance of their customers. Organizations that are not transparent about how their systems gather data telemetry without offering shared data ownership risk product rejection, regu...
Feb. 26, 2017 11:45 PM EST Reads: 2,146
Who are you? How do you introduce yourself? Do you use a name, or do you greet a friend by the last four digits of his social security number? Assuming you don’t, why are we content to associate our identity with 10 random digits assigned by our phone company? Identity is an issue that affects everyone, but as individuals we don’t spend a lot of time thinking about it. In his session at @ThingsExpo, Ben Klang, Founder & President of Mojo Lingo, discussed the impact of technology on identity. Sho...
Feb. 26, 2017 11:45 PM EST Reads: 6,254
SYS-CON Media announced today that @WebRTCSummit Blog, the largest WebRTC resource in the world, has been launched. @WebRTCSummit Blog offers top articles, news stories, and blog posts from the world's well-known experts and guarantees better exposure for its authors than any other publication. @WebRTCSummit Blog can be bookmarked ▸ Here @WebRTCSummit conference site can be bookmarked ▸ Here
Feb. 26, 2017 10:00 PM EST Reads: 13,758
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, New York, and 21st International Cloud Expo, which will take place in November in Silicon Valley, California.
Feb. 26, 2017 09:15 PM EST Reads: 2,532