All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. By Werner Vogels on 18 January 2012 07:00 AM. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system. All Things Distributed. Comments ().

Scalability 162

Scalability Database Ecommerce Latency 162

O'Reilly

SEPTEMBER 19, 2023

Doubly so as hardware improved, eating away at the lower end of Hadoop-worthy work. ” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. Google goes a step further in offering compute instances with its specialized TPU hardware. Those algorithms packaged with scikit-learn?

Hardware 116

Hardware Storage Big Data Blockchain 116

All Things Distributed

AUGUST 16, 2012

Werner Vogels weblog on building scalable and robust distributed systems. By Werner Vogels on 16 August 2012 10:00 AM. Owning your own hardware is extremely inflexible, you have to over-scale and plan for peak demand and if you make a mistake with the type of hardware you are stuck with it. All Things Distributed.

AWS 98

AWS Hardware Traffic Best Practices 98

Alex Russell

MARCH 6, 2021

The cheapest (high volume) Androids perform like 2012/2013 iPhones, respectively. Hardware Past As Performance Prologue. Regardless, the overall story for hardware progress remains grim, particularly when we recall how long device replacement cycles are: Tap for a larger version. Mind The Gap. Tap for a larger version.

Performance 127

Performance Network Mobile Metrics 127

All Things Distributed

APRIL 5, 2012

Werner Vogels weblog on building scalable and robust distributed systems. By Werner Vogels on 06 April 2012 06:00 AM. All Things Distributed. Customer Conversations - How Intuit and Edmodo Innovate using Amazon RDS. Comments ().

Innovation 112

Innovation AWS Education Network 112

Brendan Gregg

FEBRUARY 28, 2023

This talk originated from my updates to [Systems Performance 2nd Edition], and this was the first time I've given this talk in person! CXL in a way allows a custom memory controller to be added to a system, to increase memory capacity, bandwidth, and overall performance. Ford, et al., “TCP

Performance 103

Performance Latency Cache Google 103

Sutter's Mill

NOVEMBER 30, 2012

I said something similar to the above, but with two important differences: I said hardware “threads,” not only hardware “cores” – it was about the amount of hardware parallelism available on a mainstream system. Longer answer follows: Here’s the main part from article, “Design for Manycore Systems” (August 11, 2009).

Hardware 40

Hardware Programming Scalability Software 40

Smashing Magazine

FEBRUARY 5, 2019

Although modern iOS hardware is powerful enough to handle many intensive and complex tasks, the device could still feel unresponsive if you are not careful about how your app performs. The app snapshots we see in the multitasking view are actually screenshots taken by the system from right when we exited the app (i.e.

Performance 89

Performance Energy Operating System Code 89

SQL Server According to Bob

JUNE 6, 2016

SQL Server asks the CPU if it supports SSE or AVX in order to determine the level of hardware support present on the system. Windows 2012 R2 and newer releases have been enlightened the Crypto* APIs. This post will outline SQL Server’s decisions around SSE/AVX or software algorithm use. Reference APIs such as: CryptDecrypt.

Servers 40

Servers Hardware Software Engineering Software 40

Alex Russell

JULY 14, 2021

The predominant desktop situation is relatively straightforward: Browsers handle links, and non-browsers defer loading http and https URLs to the system, which in turn invokes the default browser. Instead, they load content referred by their hosting native app in system-provided WebViews. Hardware access APIs, notably: Geolocation.

Google 134

Google Mobile Engineering Internet 134

Sutter's Mill

DECEMBER 29, 2011

Now welcome to the hardware jungle. 2012 will see us continue to build out multicore with mainstream quad- and eight-core tablets (as Windows 8 brings a modern tablet experience to x86 as well as ARM), and the last single-core gaming console holdout will go multicore (as Nintendo’s Wii U replaces Wii). The free lunch is over.

Hardware 40

Hardware Games Operating System Software 40

Brendan Gregg

JULY 4, 2021

This was a chance to talk about other things I've been working on, such as the present and future of hardware performance. I also wrote about these topics in detail for my recent [Systems Performance 2nd Edition] book. Note that my predictions in this talk may be wrong, but they should be thought-provoking. Ford, et al., “TCP

Performance 52

Performance Latency Hardware Storage 52

SQL Performance

JUNE 21, 2019

I always check backups first when looking at a new system. Prior to SQL Server 2012, the maximum server memory value only applied to the bufferpool, so customers needed to limit the amount of memory the bufferpool could use to save memory for the operating system and other processes. Memory settings. Statistics.

Servers 49

Servers Azure Hardware Database 49

SQL Performance

JULY 16, 2019

A close monitoring of the hardware enthusiast community, including many of the most respected hardware analysts and reviewers paints an even more dire picture about Intel in the server processor space. This made it easier for database professionals to make the case for a hardware upgrade, and made the typical upgrade more worthwhile.

Servers 46

Servers Hardware Architecture Retail 46

SQL Server According to Bob

JUNE 3, 2016

Use SQL Server Management Studio (SSMS) or your favorite query editor to connect to a SQL Server 2012 or 2014 instance. On the same hardware/machine repeat steps 1 thru 3 using an instance of SQL Server 2016 CTP 3.0 Note: You may need to execute the dbcc a second time so buffer cache is hot, eliminating I/O sub-system variants.

Hardware 40

Hardware Servers Cache Software Engineering 40

Brendan Gregg

FEBRUARY 28, 2023

This talk originated from my updates to Systems Performance 2nd Edition , and this was the first time I've given this talk in person! CXL in a way allows a custom memory controller to be added to a system, to increase memory capacity, bandwidth, and overall performance. Ford, et al., “TCP

Performance 52

Performance Latency Cache Google 52

SQL Server According to Bob

NOVEMBER 29, 2016

Your NUMA system may not have different processor groups for each node. Here is another example from another two node system I have with one processor group. This is a two node system with 6 cores per node (with HT 12 logical CPUs per node). Why did SQL Server take this 4 node system and now split into 16 nodes?

Servers 45

Servers Virtualization Scalability Hardware 45

Brendan Gregg

NOVEMBER 29, 2017

Hardware virtualization for cloud computing has come a long way, improving performance using technologies such as VT-x, SR-IOV, VT-d, NVMe, and APICv. The latest AWS hypervisor, Nitro, uses everything to provide a new hardware-assisted hypervisor that is easy to use and has near bare-metal performance. I'd expect between 0.1%

Virtualization 110

Virtualization AWS Hardware Storage 110

All Things Distributed

JULY 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Back-to-Basics Weekend Reading - Virtualizing Operating Systems. By Werner Vogels on 20 July 2012 12:00 PM. This weekends back-to-basics reading is on operating system virtualization. Comments (). blog comments powered by Disqus. Contact Info.

Operating System 75

Operating System Virtualization Systems Hardware 75

All Things Distributed

OCTOBER 8, 2014

More than a decade ago, Amazon embarked on a mission to build a distributed system that challenged conventional methods of data storage and querying. In 2012, we launched Amazon DynamoDB, the successor to Amazon Dynamo. Let’s now look at the history behind the service and the context for new innovations that make me think that.

Availability 123

Availability Performance Scalability AWS 123

Alex Russell

FEBRUARY 21, 2023

In leaner years (2012-2015), a single Fall release was all we'd get. From outright misstatements about a competitor's security, to claims that performance differences in hardware show Safari is faster, to [geographic brinksmanship](/2022/02/minimum-standards/), the confident bluster hasn't gone down particularly well.

Energy 90

Energy Games Engineering Design 90

Brendan Gregg

NOVEMBER 28, 2017

Hardware virtualization for cloud computing has come a long way, improving performance using technologies such as VT-x, SR-IOV, VT-d, NVMe, and APICv. The latest AWS hypervisor, Nitro, uses everything to provide a new hardware-assisted hypervisor that is easy to use and has near bare-metal performance. I'd expect between 0.1%

Virtualization 40

Virtualization AWS Hardware Storage 40