The Netflix TechBlog

OCTOBER 15, 2019

Thus, ensuring the atomicity of writes across different storage technologies remains a challenging problem for applications [3]. To improve the recovery time for this scenario, we started using block storage volumes (Amazon Elastic Block Store) instead of local disks on the brokers. Please stay tuned.

Transportation 192

Transportation Architecture Processing Storage 192

Adrian Cockcroft

JUNE 21, 2022

I also learned a lot about how to work directly with customers, when to shut up and let the sales guy drive the conversation, and generally how technology sales works. I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Dynatrace

NOVEMBER 17, 2020

With these release candidate APIs available, instrumentation for web frameworks, storage clients, and much more can be built. Stay tuned, there’s more to come! With the arrival of this release candidate (RC), the community’s focus now shifts to providing tracing RC component releases, as well as producing a metrics specification RC.

Open Source 152

Open Source Software Engineering Government Java 152

Percona

DECEMBER 20, 2018

With the Percona Database Performance Blog, Percona staff and leadership work hard to provide the open source community with insights, technical support, predictions and metrics around multiple open source database software technologies. Linux OS Tuning for MySQL Database Performance. A Look at MyRocks Performance. Interested?

Database 40

Database Tuning Performance AWS 40

Adrian Cockcroft

NOVEMBER 26, 2023

Peter deSantis does a Monday evening technology keynote that usually has most of the sustainability related content in it. Yet many companies find it challenging to integrate digital technologies meaningfully into their operations, and they still rely on inefficient processes that generate unnecessary waste.

AWS 52

AWS Energy IoT Best Practices 52

Percona

JANUARY 19, 2023

While the technologies have evolved and matured enough, there are still some people thinking that MySQL is only for small projects or that it can’t perform well with large tables. It can help us to save costs on storage and backup times. MyRocks: MyRocks is a storage engine developed by Facebook and made open source.

Open Source 87

Open Source Storage Database Big Data 87

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Our previous tech blog Packaging award-winning shows with award-winning technology detailed our packaging technology deployed on the streaming side.

Cloud 237

Cloud Media Storage Cache 237

The Netflix TechBlog

NOVEMBER 6, 2023

To train these parameters as well as fine-tune the pretrained image-text model weights, we leverage in-house datasets that pair shots of varying durations with rich textual descriptions of their content. However, shot segmentation from a full-length movie is CPU-intensive.

Media 225

Media Social Media Tuning Efficiency 225

Dynatrace

DECEMBER 5, 2023

You’re no longer required to use a single offering or choose from a few instance families; Graviton includes general-purpose and accelerated-computing offerings, plus compute-, memory-, and storage-optimized instances.

Efficiency 266

Efficiency Architecture Energy Monitoring 266

The Netflix TechBlog

OCTOBER 27, 2020

Usually Data scientists and engineers write Extract-Transform-Load (ETL) jobs and pipelines using big data compute technologies, like Spark or Presto , to process this data and periodically compute key information for a member or a video. As most key-value storage engines support efficiently deleting a namespace (e.g.

Latency 243

Latency Storage Big Data Tuning 243

Dynatrace

FEBRUARY 16, 2023

In his keynote address on the first day of Perform 2023 in Las Vegas, Dynatrace Chief Technology Officer Bernd Greifeneder and his colleagues discussed how organizations struggle with this problem and how Dynatrace is meeting the moment. Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake.

Analytics 186

Analytics Innovation Metrics Database 186

Dynatrace

FEBRUARY 9, 2022

Cloud vendors such as Amazon Web Services (AWS), Microsoft, and Google provide a wide spectrum of serverless services for compute and event-driven workloads, databases, storage, messaging, and other purposes. Have a look at the full range of supported technologies. Stay tuned for updates. Dynatrace news. New to Dynatrace?

Serverless 187

Serverless Azure Lambda AWS 187

Abhishek Tiwari

JULY 12, 2018

These nodes and edges require a good amount of compute and storage which is typically distributed across a large number servers either running in the cloud or your own data center. If tuned for performance, there is a good change reliability is compromised - and vice versa. In a nutshell, a data pipeline is a distributed system.

Latency 63

Latency Analytics Scalability Engineering 63

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Observability for heterogeneous cloud-native technologies is key. Stay tuned for upcoming announcements around OpenTracing and OpenTelemetry. Dynatrace news.

Java 233

Java Traffic Strategy Architecture 233

Percona

OCTOBER 18, 2023

Look closely at your current infrastructure (hardware, storage, networks, etc.) This is where you will fine-tune authentication mechanisms, storage paths, security policies, and memory allocation settings to optimize them for your specific use case(s). Should I be bringing in external experts to help out?

Open Source 91

Open Source Database Hardware Strategy 91

Percona

AUGUST 27, 2018

Then we need to see IF implementing the tuning will work or not. It is possible to do more tuning in the case that ETL is too compromised. If you ever wondered how much storage performance could be improved by using faster cloud volumes, you’re not alone. Will this work? test2 run an application at a time without RG. References.

Tuning 44

Tuning Virtualization Testing Servers 44

Dynatrace

NOVEMBER 15, 2021

Log monitoring, log analysis, and log analytics are more important than ever as organizations adopt more cloud-native technologies, containers, and microservices-based architectures. Log analysis can reveal potential bottlenecks and inefficient configurations so teams can fine-tune system performance. Dynatrace news.

Analytics 209

Analytics Monitoring Artificial Intelligence DevOps 209

O'Reilly

SEPTEMBER 19, 2023

.” That came to mind when a friend raised a point about emerging technology’s fractal nature. You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. ” (It will be easier to fit in the overhead storage.) Cloud computing?

Hardware 99

Hardware Storage Big Data Blockchain 99

Scalegrid

OCTOBER 7, 2019

PostgreSQL VACUUM is a technique to remove tuples that have been deleted or are now obsolete from their table to reclaim storage occupied by those dead tuples, also known as Bloat. The bay area is widely known for adopting new technologies, which allows us to hypothesize that this market has a higher cloud adoption rate than the east coast.

Strategy 182

Strategy Cloud Java Open Source 182

All Things Distributed

APRIL 9, 2015

At Amazon we have hundreds of teams using machine learning and by making use of the Machine Learning Service we can significantly speed up the time they use to bring their technologies into production. AWS has been offering a range of storage solutions: objects, block storage, databases, archiving, etc. Details on the AWS Blog.

Lambda 122

Lambda Cloud IoT AWS 122

The Netflix TechBlog

NOVEMBER 2, 2021

Such coupling problems abound with our Reloaded architecture, and hence the Media Cloud Engineering and Encoding Technologies teams have been working together to develop a solution that addresses many of the concerns with our previous architecture. Stay tuned for more details on these algorithmic innovations.

Media 171

Media Innovation Metrics Latency 171

All Things Distributed

MARCH 7, 2013

Indexed Storage costs : We are lowering the price of indexed storage by 75%. Virginia) Region, the price of data storage will drop from $1 per GB per month to $0.25. DynamoDB runs on a fleet of SSD-backed storage servers that are specifically designed to support DynamoDB. s prices by 70%. For example, in our US East (N.

Ecommerce 139

Ecommerce Storage Scalability Hardware 139

All Things Distributed

NOVEMBER 28, 2012

They contain large amounts of locally attached storage on multiple spindles and are connected by a minimally oversubscribed 10 Gigabit Ethernet network. This configuration maximizes the amount of throughput between your storage and your CPUs while also ensuring that data transfer between nodes remains extremely fast. Amazon Redshiftâ??s

Cloud 164

Cloud Storage Architecture Scalability 164

Official Blog - World Web Technology

MAY 12, 2023

Stay tuned. The front-end of the website is what you see and interact on the display on the screen and the backend is the logical part of the app that has components such as storage, coding, content management, etc. In simple terms, Headless CMS is all about using two different technologies for front-end and back-end.

Website 52

Website Development Scalability Architecture 52

All Things Distributed

NOVEMBER 29, 2017

Though the AWS Cloud gives you access to the storage and processing power required for ML, the process for building, training, and deploying ML models has unique challenges that often block successful use of this powerful new technology. The challenges begin with collecting, cleaning, and formatting training data.

Tuning 94

Tuning AWS Scalability Infrastructure 94

SQL Performance

APRIL 27, 2020

The basic tier provides up to 5 DTUs with standard storage. The standard tier supports from 10 up to 3000 DTUs with standard storage and the premium tier supports 125 up to 4000 DTUs with premium storage, which is orders of magnitude faster than standard storage. vCore Pricing Tier. GB per vCore. HyperScale Database.

Azure 55

Azure Database Serverless Hardware 55

All Things Distributed

MARCH 28, 2011

We see that with our Amazon customers; when they hear a great tune on a radio they may identify it using the Shazam or Soundhound apps on their mobile phone and buy that song instantly from the Amazon MP3 store. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. More details at [link].

AWS 138

AWS Cloud Storage Internet 138

All Things Distributed

OCTOBER 2, 2017

The Dynamo paper was well-received and served as a catalyst to create the category of distributed database technologies commonly known today as "NoSQL." " Of course, no technology change happens in isolation, and at the same time NoSQL was evolving, so was cloud computing.

Internet 128

Internet Internet AWS Performance 128

Percona

AUGUST 29, 2023

So, it’s not an understatement when I say that Citus is one of the more interesting technologies that I’ve come across when scaling PostgreSQL. Among its many capabilities, a Citus cluster can: Create distributed tables that are sharded across a cluster of PostgreSQL nodes to combine their CPU, memory, storage, and I/O capacity.

C++ 79

C++ Database Storage Testing 79

All Things Distributed

OCTOBER 8, 2014

The best part is that we are also significantly expanding the free tier many of you already enjoy by increasing the storage to 25 GB and throughput to 200 million requests per month. More than a decade ago, Amazon embarked on a mission to build a distributed system that challenged conventional methods of data storage and querying.

Availability 145

Availability Performance Scalability AWS 145

The Morning Paper

MARCH 17, 2020

Optane DIMMs have lower latency and higher bandwidth than storage devices connected over PCIe (including Optane SSDs), and present a memory address-based interface as opposed to a block-based NVMe interface. The guidelines… provide a starting point for building and tuning Optane-based systems. Optane DIMMs are here!

Scalability 59

Scalability Latency Cache Media 59

Brendan Gregg

SEPTEMBER 5, 2017

Linux has been adding tracing technologies over the years: kprobes (kernel dynamic tracing), uprobes (user-level dynamic tracing), tracepoints (static tracing), and perf_events (profiling and hardware counters). And namespaces, used for Linux containers, are also a relevant technology.

Virtualization 76

Virtualization AWS Engineering Hardware 76

SQL Server According to Bob

JANUARY 11, 2020

Stable Media Stable media is often confused with physical storage. SQL Server defines stable media as storage that can survive system restart or common failure. Stable media is commonly physical disk storage, but other devices and certain caching facilities qualify as well. See the article for more details. SQL Server 7.0

Servers 40

Servers Cache Media Hardware 40

SQL Server According to Bob

JANUARY 11, 2020

​​ The storage ​​ space that is required ​​ for the sparse file is only that of the actual bytes written to the file and not the ​​ maximum ​​ file ​​ size.

Servers 40

Servers Cache Database Media 40

Tech News Gather

JUNE 16, 2023

By leveraging the power of mobile technology, UberEats provides a seamless and efficient way for users to order their favorite meals from a wide range of eateries. Stay tuned to learn how to lay the foundation for a successful clone app that converts readers into leads.

Social Media 52

Social Media Tuning Strategy Media 52

Scalegrid

JULY 13, 2020

Compare ease of use across compatibility, extensions, tuning, operating systems, languages and support providers. You can compare all of their license costs in their Oracle Technology Global Price List. pg_repack – reorganizes tables online to reclaim storage. Compare Ease of Use. PostgreSQL Community.

Open Source 244

Open Source Tuning C++ Database 244

High Scalability

NOVEMBER 25, 2019

It is limited by the disk space; it can’t expand storage elastically; it chokes if you run few I/O intensive processes or try collaborating with 100 other users. Over time, costs for S3 and GCS became reasonable and with Egnyte’s storage plugin architecture, our customers can now bring in any storage backend of their choice.

Architecture 52

Architecture Cache Azure Storage 52