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Corralling VM Complexity with Machine Learning

Jul 14, 2015 |

The widespread use of virtual machines (VMs) makes tracing performance problems in today’s enterprise applications a daunting task. Traditional tools designed to track slowdowns on physical hardware are no match for today’s fast-changing VM infrastructure. Now a software company called SIOS Technology is using machine learning algorithms and predictive techniques to cut through the VM complexity and give harried admins a jumpstart to resolving performance issues. The huge popularity of hypervisors like VMWare‘s ESX Server and Citrix‘s XenServer have had Read more…

Going In-Memory? Consider These Three Things First

Jun 25, 2015 |

Businesses, large and small, know that if they aren’t using the data they collect in some kind of intelligent way, their companies will be out of business in a few short years. Quickly turning data into business insights is downright essential to increasing and retaining customers as well as delivering new products and services. You know how online retailers have those flash sales and replace items that have sold out with similar ones as shoppers are viewing the screen? They Read more…

NoSQL Battle Heats Up As MarkLogic Hauls In $102M

May 12, 2015 |

Just a year ago, MarkLogic CEO Gary Bloom couldn’t get any respect in the Wild West shootout that is the NoSQL database market. But today, with $102 million in new financing and a valuation north of $1 billion for MarkLogic, Bloom has a little swagger to his step as he takes aim at his direct competitors Datastax, Couchbase, and MongoDB. The NoSQL database market has seen its share trash talking over five years as a motley crew of commercial open Read more…

Graph Databases Everywhere by 2020, Says Neo4j Chief

Jan 15, 2015 |

In a market rife with disruptive innovation, perhaps nothing will be as groundbreaking over the next five years as the widespread adoption of graph databases, according to Neo Technology CEO Emil Eifrem. Just four years since its founding, Neo Technology has risen to the top of the graph database heap, which itself has seen a remarkable amount of growth compared to other database types (see fig. 1). The company’s product, called Neo4j, is arguably the most mature of the graph Read more…

Inside Cisco’s Machine Learning Model Factory

Jan 12, 2015 |

Like most companies of its size, Cisco Systems uses forecasts to help it direct resources. The accuracy and timeliness of those forecasts is critical, but keeping the predictive models that drive them up-to-date was a time-consuming task. So when the $47-billion company found new machine learning technology that could significantly speed up the training and scoring of those predictive models, it jumped at the chance. Cisco maintains a collection of 60,000 propensity to buy (P2B) models that it uses to Read more…

News In Brief

Predictive Analytics Now In Reach Of the Average Enterprise, Forrester Says

Apr 7, 2015 |

The average enterprise is better positioned than ever to take advantage of advanced analytic software, says Forrester Research, which put out its annual power rankings for advanced analytic tool vendors last week. “Good news! Predictive analytics is within easy reach for all enterprises if they choose the right big data predictive analytics solution to meet their needs,” write Forrester analysts in the company’s latest Forrester Wave for Big Data Predictive Analytics Solutions. Predictive analytics is a “business game changer” that Read more…

Hadoop and NoSQL Now Data Warehouse-Worthy: Gartner

Mar 13, 2014 |

Not long ago, the rules for what constituted a data warehouse were fairly well defined. The schema was fixed, you could say, and was based primarily on relational database technology designed to process structured data. My, how times have changed. Last week, Gartner for the first time accepted non-relational technologies–including those based on Hadoop and NoSQL–in its annual Magic Quadrant for Data Warehouses report.

MapR’s Hadoop Offering the Strongest, Forrester Says

Feb 28, 2014 |

Among Hadoop distributors, MapR Technologies’ product offering is the strongest, Amazon Web Services has the biggest Hadoop market presence, and IBM and Pivotal Software have the best market strategy, according to a new Forrester Wave report released yesterday that slices and dices the Hadoop market and analyzes the various Hadoop product offerings and business strategies.

Big Data Market Growth Exceeds Expectations

Feb 12, 2014 |

According to the big data number crunchers at Wikibon, spending on big data hardware, software, and services added up to $18.6 billion in 2013. That’s about $500 million, or roughly 3 percent, bigger than it projected the market to be a year ago when it did its last forecast. On a year-over-year basis, actual big data spending grew 58 percent.

Cloudera Touts Near Linear Scalability with Impala

Jan 13, 2014 |

Cloudera today unveiled results of internal tests that show its Impala SQL engine is twice as fast as an unnamed commercial data warehouse systems and 24 times faster than Apache Hive. The results also show that Impala scales in nearly a linear fashion on Hadoop, which Cloudera says will give customers the confidence they need to not only absorb legacy business intelligence workloads, but also build the next generation of SQL-powered data analytic applications.

This Just In

HP Unveils ConvergedSystem for SAP HANA

Mar 19, 2014 |

HP today unveiled HP ConvergedSystem for SAP HANA, a portfolio of integrated systems that are purpose-built to deliver clients a fast path to value when using the SAP HANA platform.

Wise Men to Host SAP Analytics Symposium

Mar 18, 2014 |

Wise Men, a global technology services and solutions provider announced its “SAP Analytics Symposium” to be held on 21st March 2014 at Houston, Texas from 9:30 AM to 1:00 PM (CST). The theme of this complimentary event is ‘Powering SAP Analytics by HANA’ and is focused towards Oil & Gas and Utility vertical.

SAP and Partners Set Record for World’s Largest Data Warehouse

Mar 6, 2014 |

SAP AG today announced that with a team of technology partners, including BMMsoft, HP, Intel, NetApp, and Red Hat, it has generated a new world record for the world’s largest data warehouse using the SAP HANA platform and SAP IQ software. This independently audited 12.1PB data warehouse has been recognized by Guinness World Records, and is four times larger than the prior record. The announcement was made during a press conference held March 5 in Palo Alto, Calif.

CommVault Announces Integration with SAP HANA Platform

Mar 3, 2014 |

CommVault today announced that its Simpana 10 software has achieved certified integration with the SAP HANA platform. CommVault’s Simpana software enables companies to more easily and comprehensively manage, protect and recover massive volumes of high-performance transactional and analytical data.

Rogue Wave IMSL Numerical Libraries to Enhance Analytics in SAP HANA

Feb 14, 2014 |

Rogue Wave Software today announced that selected mathematical and statistical algorithms from the IMSL Numerical Libraries are planned to be embedded by SAP AG within the analytics engine of the SAP HANA platform. The algorithms are expected to supplement the predictive analysis library within SAP HANA and to provide a rich set of additional functions to enhance in-memory operations performed for a variety of current and future applications.