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Category Archives: Data warehouse

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Data Warehouse Fast Track for SQL Server 2016

James Serra's Blog Posted on October 19, 2016 by James SerraNovember 20, 2016

Microsoft Data Warehouse Fast Track for SQL Server 2016 is a joint effort between Microsoft and its hardware partners to deliver validated, pre-configured solutions that reduce the complexity of implementing a data warehouse on SQL Server Enterprise Edition.  The Data … Continue reading →

Posted in Appliance, Data warehouse, Fast Track, PDW/APS, SQL Server, SQLServerPedia Syndication | 5 Replies

Big Data architectures

James Serra's Blog Posted on April 29, 2016 by James SerraApril 27, 2016

Over the last few years I have been involved in reviewing the architectures of various companies that are building or have built big data solutions.  When I say “big data”, I’m referring to the incorporation of semi-structured data such as sensor … Continue reading →

Posted in Big Data, Data warehouse, SQLServerPedia Syndication | 4 Replies

Data loading into Azure SQL Data Warehouse

James Serra's Blog Posted on March 23, 2016 by James SerraDecember 17, 2018

Azure SQL Data Warehouse (SQL DW) is a new platform-as-a service (PaaS) that distributes workloads across multiple compute resources, called massively parallel processing (MPP).  Loading data into a MPP data warehouse requires a different approach, or mindset, than traditional methods of loading data into … Continue reading →

Posted in Azure Synapse Analytics/SQL DW, Data warehouse, SQLServerPedia Syndication | 1 Reply

Azure SQL Data Warehouse

James Serra's Blog Posted on May 6, 2015 by James SerraNovember 15, 2016

Analytics Platform System (APS) is Microsoft’s massively parallel processing (MPP) data warehouse technology.  This has only been available as an on-prem solution (see video Overview of Microsoft Analytics Platform System).  Until now.  At the recent Microsoft Build Developer Conference, Executive Vice … Continue reading →

Posted in Azure Synapse Analytics/SQL DW, Data warehouse, PDW/APS, PolyBase, SQLServerPedia Syndication | 15 Replies

What is a data lake?

James Serra's Blog Posted on April 8, 2015 by James SerraOctober 11, 2018

A “data lake” is a storage repository, usually in Hadoop, that holds a vast amount of raw data in its native format until it is needed.  It’s a great place for investigating, exploring, experimenting, and refining data, in addition to archiving … Continue reading →

Posted in Data Lake, Data warehouse, Hadoop, SQLServerPedia Syndication | 12 Replies

Creating a large data warehouse in Azure

James Serra's Blog Posted on March 19, 2015 by James SerraJanuary 20, 2016

Microsoft Azure provides you two options when hosting your SQL Server-based data warehouse: Microsoft Azure SQL Database and SQL Server in Azure Virtual Machine.  Which one is appropriate based on the size of the data warehouse?  What are some hardware features to … Continue reading →

Posted in Azure, Azure SQL Database, Data warehouse, SQLServerPedia Syndication | 8 Replies

Operational Data Store (ODS) Defined

James Serra's Blog Posted on February 26, 2015 by James SerraDecember 28, 2017

I see a lot of confusion on what exactly is an Operational Data Store (ODS).  While it can mean different things to different people, I’ll explain what I see as the most common definition.  First let me mention that an … Continue reading →

Posted in Data warehouse, SQLServerPedia Syndication | 10 Replies

Presentation slides for “Building a Big Data Solution”

James Serra's Blog Posted on February 24, 2015 by James SerraFebruary 24, 2015

Thanks to everyone who attended my session “Building a Big Data Solution” (Building an Effective Data Warehouse Architecture with Hadoop, Cloud and MPP) for Pragmatic Works today.  The abstract for my session is below and the recording will be available here tomorrow.  I hope you enjoyed it! … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

The Modern Data Warehouse

James Serra's Blog Posted on December 3, 2014 by James SerraDecember 10, 2015

The traditional data warehouse has served us well for many years, but new trends are causing it to break in four different ways: data growth, fast query expectations from users, non-relational/unstructured data, and cloud-born data.  How can you prevent this … Continue reading →

Posted in Big Data, Data Lake, Data warehouse, Hadoop, PDW/APS, SQLServerPedia Syndication | 8 Replies

Fast Track Data Warehouse Reference Architecture for SQL Server 2014

James Serra's Blog Posted on November 19, 2014 by James SerraJune 2, 2015

I have previously blogged about the Fast Track Data Warehouse, a reference configuration optimized for data warehousing (see Microsoft SQL Server Reference Architecture and Appliances).  That was version 3.0 of the reference configuration that was for SQL Server 2008 R2.  Released a couple … Continue reading →

Posted in Data warehouse, Fast Track, SQLServerPedia Syndication | 3 Replies

Presentation slides for Modern Data Warehousing

James Serra's Blog Posted on August 14, 2014 by James SerraAugust 14, 2014

Thanks to everyone who attended my session “Modern Data Warehousing” at the Central New Jersey SQL User Group yesterday.  The abstract for my session is below.  I hope you enjoyed it! Here is the PowerPoint presentation: Modern Data Warehousing Modern Data Warehousing … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | 1 Reply

Modern Data Warehousing Presentation

James Serra's Blog Posted on August 12, 2014 by James SerraAugust 12, 2014

I will be presenting the session “Modern Data Warehousing” tomorrow (Wednesday, August 13th) at the Central New Jersey SQL User Group at 6:30pm.  The abstract for my session is below.  I hope you can make it! Modern Data Warehousing The traditional … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

Presentation slides for Modern Data Warehousing

James Serra's Blog Posted on May 25, 2014 by James SerraMay 25, 2014

Thanks to everyone who attended my session “Modern Data Warehousing” for Pragmatic Works last Thursday.  The abstract for my session is below and the recording is available here.  I hope you enjoyed it. Here is the PowerPoint presentation: Modern Data Warehousing Modern Data Warehousing The … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

Presentation Slides for Building an Effective Data Warehouse Architecture

James Serra's Blog Posted on May 9, 2014 by James SerraMay 9, 2014

Thanks to everyone who attended my session “Building an Effective Data Warehouse Architecture” at the PASS Business Analytics conference.  The abstract is below.  I hope you enjoyed it! Here is the PowerPoint presentation: Building an Effective Data Warehouse Architecture Building an Effective Data Warehouse Architecture … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

Hadoop and Data Warehouses

James Serra's Blog Posted on May 6, 2014 by James SerraNovember 15, 2016

I see a lot of confusion when it comes to Hadoop and its role in a data warehouse solution.  Hadoop should not be a replacement for a data warehouse, but rather should augment/complement a data warehouse.  Hadoop and a data warehouse … Continue reading →

Posted in Data Lake, Data warehouse, Hadoop, PDW/APS, PolyBase, SQLServerPedia Syndication | 5 Replies

Presentation Slides for Modern Data Warehousing

James Serra's Blog Posted on May 3, 2014 by James SerraMay 3, 2014

Thanks to everyone who attended my session “Modern Data Warehousing” at the PASS SQLSaturday Business Analytics edition in Dallas.  The abstract is below.  Great turnout for the last session of the day! Here is the PowerPoint presentation: Modern Data Warehousing Modern Data Warehousing The traditional … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

Modern Data Warehousing Presentation

James Serra's Blog Posted on April 30, 2014 by James SerraMay 3, 2014

I will be presenting the session “Modern Data Warehousing” on Saturday at the PASS SQLSaturday Business Analytics edition in Dallas at 4:30pm CST (info).  The abstract for my session is below.  I hope you can make it! Modern Data Warehousing The traditional … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

Business Intelligence/Data Warehouse Assessment

James Serra's Blog Posted on January 9, 2014 by James SerraJanuary 6, 2014

When I am tasked to do a business intelligence or data warehouse assessment, the steps I take to do that depend on the amount of time and the number of people I have.  The result of the assessment will be … Continue reading →

Posted in Business Intelligence, Data warehouse, SQLServerPedia Syndication | 2 Replies

I’m presenting at the PASS Business Analytics Conference

James Serra's Blog Posted on December 19, 2013 by James SerraMarch 20, 2014

I am fortunate enough to have been selected to give a presentation at the PASS Business Analytics Conference in San Jose, CA on May 7-9.  My presentation will be on Thursday, May 8th from 1:30-2:30pm.  Below is my presentation abstract along with … Continue reading →

Posted in Data warehouse, PASS, Presentation, Session, SQLServerPedia Syndication | 3 Replies

Presentation Slides for Building an Effective Data Warehouse Architecture

James Serra's Blog Posted on October 20, 2013 by James SerraOctober 20, 2013

Thanks to everyone who attended my session “Building an Effective Data Warehouse Architecture” at the PASS Summit 2013.  The abstract is below.  It was a packed room with many people having to stand.  Maybe next year I’ll get a bigger room 🙂  I … Continue reading →

Posted in Data warehouse, Presentation, Session, SQLServerPedia Syndication | Leave a reply

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About James Serra

I work at Microsoft as a big data and data warehousing solution architect where I have been for most of the last ten years.  Prior to that I was an independent consultant working as a Data Warehouse/Business Intelligence architect and developer. I am a prior SQL Server MVP with over 35 years of IT experience. The views and opinions on this blog are mine and not that of Microsoft. Check out my book Deciphering Data Architectures: Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh. 

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