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Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices

The Morning Paper

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., A DNN model is trained to recognise patterns in space and time that lead to QoS violations. This retraining uses transfer learning with weights from previous training rounds stored on disk as a starting point.

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Advancing Application Performance With NVMe Storage, Part 2

DZone

Using local SSDs inside of the GPU node delivers fast access to data during training, but introduces challenges that impact the overall solution in terms of scalability, data access, and data protection.

Storage 100
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How Our Paths Brought Us to Data and Netflix

The Netflix TechBlog

I bring my breadth of big data tools and technologies while Julie has been building statistical models for the past decade. A lot of my learning and training was self-guided until 2016, when a manager at my last company took a chance on me and helped me make the rare transfer from a role in HR to Data Science.

Analytics 223
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What is Greenplum Database? Intro to the Big Data Database

Scalegrid

When handling large amounts of complex data, or big data, chances are that your main machine might start getting crushed by all of the data it has to process in order to produce your analytics results. Greenplum features a cost-based query optimizer for large-scale, big data workloads. Greenplum Advantages.

Big Data 321
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Expanding the Cloud: Introducing the AWS Asia Pacific (Seoul) Region

All Things Distributed

Mirae Asset Global Investments improved its web service environment and reduced annual management costs by 50% by consolidating the management of all web services, including servers, network, database, and security. Many of these enterprises are assisted by our extensive partner ecosystem in Korea.

AWS 110
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The AWS Pop-up Loft opens in New York City

All Things Distributed

The goal of opening the loft was to give developers an opportunity to get in-person support and education on AWS, to network, get some work done, or just hang out with peers. Following the talk, we’ll kick off a unique networking social including specialty cocktails, beer, wine, food, and party swag!

AWS 98
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AWS Pop-up Loft 2.0: Returning to San Francisco on October 1st

All Things Distributed

You’ll have access to training including hands-on bootcamps and labs, and 1:1 sessions with AWS Solutions Architects. Topics include Introduction to AWS, Big Data, Compute & Networking, Architecture, Mobile & Gaming, Databases, Operations, Security, and more. AWS Technical Bootcamps.

AWS 113