ACM Sigarch

APRIL 26, 2018

APU: Accelerated Processing Unit is the AMD’s Fusion architecture that integrates both CPU and GPU on the same die. BPU: Brain Processing Unit is the design of the AI chips by Horizon Robotics. They unveiled their first two embedded AI chips fabricated with TSMC 40nm process in December 2017: “Journey 1.0

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

O'Reilly

APRIL 23, 2024

Hence a wealth of information creates a poverty of attention and a need to allocate that attention efficiently among the overabundance of information sources that might consume it.” These are all astonishing tools for making our limited capacity for attention more efficient. By the end of 2012, it was up to 82%.

Social Media 108

Social Media Google Internet Internet 108

Percona

JUNE 4, 2023

Introduction: MariaDB vs. MySQL The goal of this blog post is to evaluate, at a higher level, MariaDB vs. MySQL vs. Percona Server for MySQL side-by-side to better inform the decision making process. Efficient data processing and indexing, making it optimal for executing queries and handling large datasets.

Open Source 52

Open Source Servers Storage Scalability 52

Brendan Gregg

FEBRUARY 28, 2023

Titus, the Netflix container management platform, is now open source,” [link] , Apr 2018 [Cutress 19] Dr. [link] , 2021 [Trader 21] Tiffany Trader, “Cerebras Second-Gen 7nm Wafer Scale Engine Doubles AI Performance Over First-Gen Chip ,” [link] , Apr 2021 [Ghigoff 21] Yoann Ghigoff, et al.,

Performance 52

Performance Latency Cache Virtualization 52

All Things Distributed

AUGUST 16, 2012

By Werner Vogels on 16 August 2012 10:00 AM. The significant savings is because you are using your resources efficiently, only when you need them, stopping them after your peak traffic subsides, and not paying anything when you donâ??t Massive economies of scale and efficiency improvements allow AWS to continually lower prices.

AWS 118

AWS Hardware Traffic Best Practices 118

Smashing Magazine

JUNE 30, 2021

In terms for performance, these phones have plateaued at the performance of a 2012 iPhone. Transferring an ArrayBuffer is near-instant and involves a proper transferral of ownership: The sending JavaScript scope loses access to the data in the process. Green Energy Efficient Progressive Web Apps ,” David, Microsoft DevBlogs.

Games 145

Games Architecture Code C++ 145

O'Reilly Software

OCTOBER 23, 2018

By 2012, Harvard Business Review published an article by Thomas Davenport and D.J. The operating model: processes and how your company conducts its business. Can you examine your delivery and release processes to add automation and reduce manual labor there? Patil called " Data Scientist: The Sexiest Job of the 21st Century."

Strategy 100

Strategy Architecture Technology Technology 100

Scalegrid

JULY 17, 2020

Wave 1: PostgreSQL 9.2 (2012) added support for JSON data type. JSONB supports indexing the JSON data, and is very efficient at parsing and querying the JSON data. JSON is faster to ingest vs. JSONB – however, if you do any further processing, JSONB will be faster. For example, Stripe transactions. JSON database in 9.2

Storage 321

Storage Database Efficiency Processing 321

Percona

JUNE 6, 2023

This blog was originally published in January 2012 and was updated in June 2023. Advantages of full backups Full backups provide several benefits in terms of safeguarding data and facilitating recovery processes, as they encompass thorough data replication and enable complete system restoration during critical situations.

Storage 68

Storage Strategy Network Efficiency 68

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Some of DBLog’s features are: Processes captured log events in-order.

Database 212

Database Traffic Transportation Open Source 212

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Some of DBLog’s features are: Processes captured log events in-order.

Database 197

Database Traffic Transportation Open Source 197

O'Reilly

SEPTEMBER 19, 2023

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. These approaches vary some parameters, run the process a few million times, and give us a nice curve that shows how often the answer is (or, “is not”) close to that $744k. Those algorithms packaged with scikit-learn?

Hardware 99

Hardware Storage Big Data Blockchain 99

Smashing Magazine

FEBRUARY 5, 2019

If you scroll a table view quickly, a lot of small chunks of memory will be allocated on the fly, and this process will make the UI janky! UI Preservation Process. UI Restoration Process. Pass Heavy Processing Functions To Background Threads (GCD). Reduce Usage Of Non-Opaque Views As Much As Possible. Large preview ).

Performance 76

Performance Energy Operating System Code 76

Brendan Gregg

NOVEMBER 29, 2017

Paravirtualization**: The hypervisor provides efficient hypercalls, and the guest OS uses drivers and kernel modifications to call these hypercalls. Enter paravirtualization, originally introduced in Xen, where the guest has been modified to be aware of the hypervisor and to make efficient hypercalls.

Virtualization 111

Virtualization AWS Hardware Storage 111

Smashing Magazine

AUGUST 20, 2021

In 2012, Dave Cole published a post on How we build CMS free websites. If you need a developer, taking a Jamstack approach is one of the most efficient ways to leverage your staffing resources. While developers are an essential part of the Jamstack, they’re often heavily involved in the content publishing process.

Ecommerce 139

Ecommerce Website Government Internet 139

All Things Distributed

NOVEMBER 28, 2012

By Werner Vogels on 28 November 2012 09:00 AM. Also, because similar data are stored sequentially, Amazon Redshift can compress data efficiently, which further reduces the amount of IO it needs to perform to return results. Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud â?? Comments ().

Cloud 164

Cloud Storage Architecture Scalability 164

SQL Performance

APRIL 18, 2022

Requesting an estimated plan from SSMS does not cache the plan produced (since SQL Server 2012). An efficient way to list statements of interest, together with plan fragments for just those individual statements, is shown below: SELECT. It’s important to remember the plan must be cached. StatementText =. SUBSTRING ( T. [

Cache 58

Cache Servers Database Testing 58

All Things Distributed

FEBRUARY 18, 2013

Designed to simplify processes across the entire application lifecycle, OpsWorks eliminates these challenges by providing an end-to-end flexible, automated solution that provides more operational control over applications: Flexible â?? Automated â?? OpsWorks uses automation to simplify operations. blog comments powered by Disqus.

AWS 157

AWS Cloud Architecture Infrastructure 157

SQL Performance

MARCH 22, 2022

Both target performance and efficiency for workloads frequently submitting simple statements. Being explicit gives you complete control over all aspects of the parameterization process, including where parameters are used, the precise data types used, and when plans are reused.

Cache 61

Cache Servers Database Code 61

SQL Performance

AUGUST 23, 2019

There have been major improvements since the first appearance of the batch mode execution engine in SQL Server 2012. Bloom filters present a space- and time-efficient alternative when a simple bitmap is infeasible due to space requirements. This article is about batch mode bitmaps, which have a very different implementation.

Servers 75

Servers Engineering Efficiency Retail 75

Alex Russell

JULY 14, 2021

From at least 2012, Apple has deigned to allow "competing browsers" in its App Store. In particular, folks will undoubtedly note that "alternative browsers" were available in the App Store much earlier, including a Chrome-branded app since at least 2012.

Google 121

Google Mobile Engineering Internet 121

Brendan Gregg

NOVEMBER 28, 2017

Paravirtualization**: The hypervisor provides efficient hypercalls, and the guest OS uses drivers and kernel modifications to call these hypercalls. Enter paravirtualization, originally introduced in Xen, where the guest has been modified to be aware of the hypervisor and to make efficient hypercalls.

Virtualization 40

Virtualization AWS Hardware Storage 40

Highly Scalable

MARCH 10, 2015

More specialized data mining applications like supply chain optimization and fraud detection are out of scope, as well as the implementation details of the data mining process (such as evaluation of model quality). It reduces the noise by discarding minor fluctuations that simply do not fit the smaller basis.

Retail 152

Retail C++ Analytics Metrics 152

SQL Performance

SEPTEMBER 2, 2021

UPDATE: September 2nd, 2021 (Originally published July 26th, 2012.). Here are the contenders I am going to compare (using SQL Server 2012, 11.00.2316, on a Windows 7 VM with 4 CPUs and 8 GB of RAM): CLR. He spent a lot of time fine-tuning this CLR function to efficiently parse a string. It’s fast, too, but it’s not perfect.

C++ 59

C++ Servers Testing Database 59

SQL Performance

APRIL 23, 2019

In SQL Server 2012, grouped (vector) aggregation was able to use parallel batch-mode execution, but only for the partial (per-thread) aggregate. This eliminated unnecessary row-mode processing, and removed the need for an exchange. SQL Server 2016 introduced serial batch mode processing and aggregate pushdown. Introduction.

Servers 67

Servers Testing Metrics Storage 67

Percona

JANUARY 14, 2019

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). Although such databases can be very efficient with counts and averages, some queries will be slow or simply non existent. Inserts are efficient for bulk inserts only. Processed 4.15

Database 40

Database Analytics Blockchain Healthcare 40