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Items Tagged: AI

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IT pros get a handle on machine learning and big data

Despite its benefits, machine learning can also go very wrong. Beginners need to understand their input data, project scope and purpose, and the machine learning algorithms at work.

  • Premiered: 07/15/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA IT TBA Mike Matchett TBA Big Data TBA Machine Learning TBA predictive modeling TBA Optimization TBA scale-out TBA Apache TBA Apache Mahout TBA Apache Madlib TBA High Performance TBA High Performance Computing TBA HPC TBA storage architecture TBA Storage TBA In-Memory TBA Microsoft TBA Microsoft Azure TBA AI TBA Artificial Intelligence
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Big data and IoT benefit from machine learning, AI apocalypse not Imminent

Enterprise gets more from its data and better predictive analytics with capable machine learning, but this AI still isn't good enough at finding meaningful patterns in data.

  • Premiered: 05/19/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA Mike Matchett TBA Storage TBA Big Data TBA IoT TBA Internet of Things TBA predictive analytics TBA Machine Learning TBA Artificial Intelligence TBA AI TBA deep learning TBA cloud hosting TBA Cloud TBA Microsoft TBA Twitter TBA Kik TBA GroupMe TBA Google TBA AlphaGo TBA CPU TBA predictive modeling TBA cluster TBA Microsoft Azure TBA Azure TBA AWS TBA Amazon AWS TBA Amazon Web Services TBA Google Cloud Platform
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Four big data and AI trends to keep an eye on

AI is making a comeback - and it's going to affect your data center soon.

  • Premiered: 11/17/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA AI TBA Artificial Intelligence TBA Big Data TBA Data Center TBA Datacenter TBA Machine Learning TBA Apache TBA Apache Spark TBA Spark TBA Hadoop TBA MapReduce TBA latency TBA In-Memory TBA big data analytics TBA Business Intelligence TBA Python TBA Dataiku TBA Cask TBA ETL TBA data flow management TBA Virtualization TBA Storage TBA scale-up TBA scale-out TBA scalability TBA GPU TBA IBM TBA NVIDIA TBA Virtual Machine TBA VM
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SQL Server machine learning goes full throttle on operational data

Artificial intelligence is a hot topic in IT, and Microsoft has made strides to synchronize SQL Server with machine learning tools for use in analyzing operational data pipelines.

  • Premiered: 03/06/17
  • Author: Mike Matchett
  • Published: TechTarget: Search SQL Server
Topic(s): TBA SQL TBA SQL Server TBA Machine Learning TBA Big Data TBA operational data TBA Artificial Intelligence TBA AI TBA Microsoft TBA converged TBA convergence TBA Workflow TBA Cloud TBA Storage TBA predictive analytics TBA vNext TBA IoT TBA Internet of Things TBA Microsoft Azure TBA Azure TBA Optimization
Profiles/Reports

IBM Cloud Object Storage Provides the Scale and Integration Needed for Modern Genomics Infra.

For hospitals and medical research institutes, the ability to interpret genomics data and identify relevant therapies is key to provide better patient care through personalized medicine. Many such organizations are racing forward, analyzing patients’ genomic profiles to match more clinically actionable treatments using artificial intelligence (AI).

These rapid advancements in genomic research and personalized medicine are very exciting, but they are creating enormous data challenges for healthcare and life sciences organizations. High-throughput DNA sequencing machines can now process a human genome in a matter of hours at a cost approaching one thousand dollars. This is a huge drop from a cost of ten million dollars ten years ago and means the decline in genome sequencing cost has outpaced Moore’s Law (see chart). The result is an explosion in genomic data – driving the need for solutions that can affordably and securely store, access, share, analyze and archive enormous amounts of data in a timely manner.

Challenges include moving large volumes of genomic data from cost-effective archival storage to low latency storage for analysis to reduce the time needed to analyze genetic data. Currently, it takes days to do a comprehensive DNA sequence analysis.

Sharing and interpreting vast amounts of unstructured data to find relationships between a patient’s genetic characteristics and potential therapies adds another layer of complexity. Determining connections requires evaluating data across numerous unstructured data sources, such as genomic sequencing data, medical articles, drug information and clinical trial data from multiple sources.

Unfortunately, the traditional file storage within most medical organizations doesn’t meet the needs of modern genomics. These systems can’t accommodate massive amounts of unstructured data and they don’t support both data archival and high-performance compute. They also don’t facilitate broad collaboration. Today, organizations require a new approach to genomics storage, one that enables:

  • Scalable and convenient cloud storage to accommodate rapid unstructured data growth
  • Seamless integration between affordable unstructured data storage, low latency storage, high performance compute, big data analytics and a cognitive healthcare platform to quickly analyze and find relationships among complex life science data types
  • A multi-tenant hybrid cloud to share and collaborate on sensitive patient data and findings
  • Privacy and protection to support regulatory compliance

Publish date: 03/22/17
news

Smarter storage starts with analytics

Storage smartens up to keep pace with data-intensive business applications embedding operational analytics capabilities.

  • Premiered: 04/03/17
  • Author: Mike Matchett
  • Published: TechTarget: Search Storage
Topic(s): TBA Storage TBA storage analytics TBA analytics TBA Artificial Intelligence TBA AI TBA software-defined TBA Flash TBA SSD TBA In-Memory TBA Hybrid Cloud TBA hybrid cloud tiering TBA cloud tiering TBA Cloud TBA Performance TBA Security TBA Metadata TBA API TBA HPE TBA BMC TBA Saas TBA remote storage TBA NetApp TBA Cassandra TBA HBase TBA Spark TBA Big Data TBA big data analytics TBA InfoSight TBA cluster TBA VM-aware