Bandwidth or Latency: When to Optimise for Which

CSS Wizardry

When it comes to network performance, there are two main limiting factors that will slow you down: bandwidth and latency. Latency is defined as…. Where bandwidth deals with capacity, latency is more about speed of transfer 2. As a web user—often transferring lots of smaller files—reductions in latency will almost always be a welcome improvement. and reduction in latency. This lower number is effectively your latency. Put another way, latency cost us 24.6×

Varnish and BBR: Lower Latency OTT Video Delivery

DZone

Currently, publicly available wifi hotspots are the preferred networks for video consumption, but poor network infrastructure also leads to unbearable video buffering and latency. When delivering video over-the-top (OTT), the internet is the principal highway for distributing this content.

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Taskbar Latency and Kernel Calls

Randon ASCII

I work quickly on my computer and I get frustrated when I am forced to wait on an operation that should be fast. A persistent nuisance on my over-powered home laptop is that closing windows on the taskbar is slow. I right-click on an entry, wait for the menu to appear, and then select “Close window”. The mouse movement should be the slow part of this but instead I find that the delay before the menu appears is the longest component.

SLOG: serializable, low-latency, geo-replicated transactions

The Morning Paper

SLOG: serializable, low-latency, geo-replicated transactions Ren et al., That’s where SLOG (Serializable LOw-latency, Geo-replicated transactions) comes in. SLOG achieves high throughput, strictly serializable ACID transactions at geo-replicated scale for all transactions submitted across the world, all the while achieving low latency for transactions that initiate from a location close to the home region for data they access.

Cross rack network latency in AWS

n0derunner

The post Cross rack network latency in AWS appeared first on n0derunner. I have VMs running on bare-metal instances. Each bare-metal instance is in a separate rack by design (for fault tolerance). The bandwidth is 25GbE however, the response time between the hosts is so high that I need multiple streams to consume that bandwidth. Compared to my local on-prem lab I need many more streams to. Workloads & Benchmarks aws networking

Best MySQL DigitalOcean Performance – ScaleGrid vs. DigitalOcean Managed Databases

Scalegrid

Compare Latency. On average, ScaleGrid achieves almost 30% lower latency over DigitalOcean for the same deployment configurations. Latency. Now that we’ve compared throughput performance, let’s take a look at ScaleGrid vs. DigitalOcean latency for MySQL.

Uber’s Big Data Platform: 100+ Petabytes with Minute Latency

Uber Engineering

To accomplish this, Uber relies heavily on making data-driven decisions at every level, from forecasting rider demand during high traffic events to identifying and addressing bottlenecks … The post Uber’s Big Data Platform: 100+ Petabytes with Minute Latency appeared first on Uber Engineering Blog. Uber is committed to delivering safer and more reliable transportation across our global markets.

How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost

Scalegrid

As organizations continue to migrate to the cloud, it’s important to get in front of performance issues, such as high latency, low throughput, and replication lag with higher distances between your users and cloud infrastructure. ScaleGrid’s MySQL on AWS High Performance deployment can provide 2x-3x the throughput at half the latency of Amazon RDS for MySQL with their added advantage of having 2 read replicas as compared to 1 in RDS. MySQL on AWS Latency Performance Test Averages.

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This spring: High-Performance and Low-Latency C++ (Stockholm) and ACCU (Bristol)

Sutter's Mill

Tue-Thu Apr 25-27: High-Performance and Low-Latency C++ (Stockholm). On April 25-27, I’ll be in Stockholm (Kista) giving a three-day seminar on “High-Performance and Low-Latency C++.” This intensive three day course will provide developers with the knowledge and skills required to write high-performance and low-latency code on today’s modern systems using modern C++11/14/17.

Memory Latency on the Intel Xeon Phi x200 “Knights Landing” processor

John McCalpin

The Xeon Phi x200 (Knights Landing) has a lot of modes of operation (selected at boot time), and the latency and bandwidth characteristics are slightly different for each mode. It is also important to remember that the latency can be different for each physical address, depending on the location of the requesting core, the location of the coherence agent responsible for that address, and the location of the memory controller for that address. MCDRAM maximum latency (ns) 156.1

Latency: Will it undermine the most interesting 5G use cases?

VoltDB

Unfortunately, this means that the age-old Telco bugbears will rear their ugly heads again, including latency. 5G, as a fundamental requirement, mandates a 1 millisecond latency from the datasource to its destination. With the 5G revolution, operators will need to manage hundreds of edge deployments, and maintain the physical space and hardware to achieve 1ms of latency. This requires 1 ms network latency.

Latency: Will it undermine the most interesting 5G use cases?

VoltDB

Unfortunately, this means that the age-old Telco bugbears will rear their ugly heads again, including latency. 5G, as a fundamental requirement, mandates a 1 millisecond latency from the datasource to its destination. With the 5G revolution, operators will need to manage hundreds of edge deployments, and maintain the physical space and hardware to achieve 1ms of latency. This requires 1 ms network latency.

Redis on Azure Performance Benchmark – ScaleGrid for Redis™ vs. Azure Cache

Scalegrid

Performance REDIS Azure benchmark Latency Performance Benchmark Redis Redis Azure ThroughputRedis is an advanced key-value store. In fact, it is the number one key value store and eighth most popular database in the world.

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Native App Network Performance Analysis

DZone

performance latency performance engineering native app web analysis continuous deliver real user measurement client side performance device lab user performanceIntroduction.

Best Practice for Creating Indexes on your MySQL Tables

Scalegrid

95th Percentile Latency. The 95th percentile latency of queries was also 1.8 By having appropriate indexes on your MySQL tables, you can greatly enhance the performance of SELECT queries. But, did you know that adding indexes to your tables in itself is an expensive operation, and may take a long time to complete depending on the size of your tables?

RSocket vs. gRPC Benchmark

DZone

java performance scalability latency cpu grpc rpc qpsAlmost every time I present RSocket to an audience, there will be someone asking the question: "How does RSocket compare to gRPC?" " Today we are going to find out.

PostgreSQL Connection Pooling: Part 1 – Pros & Cons

Scalegrid

While there is plenty of well-documented benefits to using a connection pooler, there are some arguments to be made against using one: Introducing a middleware in the communication inevitably introduces some latency. A long time ago, in a galaxy far far away, ‘threads’ were a programming novelty rarely used and seldom trusted. In that environment, the first PostgreSQL developers decided forking a process for each connection to the database is the safest choice.

The Best Way to Host MongoDB on DigitalOcean

Scalegrid

We ran performance tests for MongoDB on DigitalOcean vs. AWS vs. Azure and found that DigitalOcean performance was in line with, if not better, on both high throughput and low latency in the deployment. They even offer amazingly low latency from Amazon AWS US-East to the DigitalOcean New York datacenter, which is great for applications that are running their front on mid-tier on AWS, but would like to use DigitalOcean for their MongoDB clusters.

ScyllaDB Trends – How Users Deploy The Real-Time Big Data Database

Scalegrid

ScyllaDB offers significantly lower latency which allows you to process a high volume of data with minimal delay. percentile latency is up to 11X better than Cassandra on AWS EC2 bare metal. ScyllaDB is an open-source distributed NoSQL data store, reimplemented from the popular Apache Cassandra database. Released just four years ago in 2015, Scylla has averaged over 220% year-over-year growth in popularity according to DB-Engines.

How Server Location Affects your Users’ Experience

DZone

performance user experience location data website performance monitoring latency monitorSo you finally launched your service worldwide, great!

How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost

High Scalability

As organizations continue to migrate to the cloud, it’s important to get in front of performance issues, such as high latency, low throughput, and replication lag with higher distances between your users and cloud infrastructure. AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments.

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The Surprising Effectiveness of Non-Overlapping, Sensitivity-Based Performance Models

John McCalpin

This system also had significantly lower memory latency than many contemporary systems (which were still using front-side bus architectures and separate “NorthBridge” chips). Computer Architecture Performance memory bandwidth memory latency STREAM benchmark

Real-World Effectiveness of Brotli

CSS Wizardry

This is because file-size is only one aspect of web performance, and whatever the file-size is, the resource is still sat on top of a lot of other factors and constants—latency, packet loss, etc.

Self-Host Your Static Assets

CSS Wizardry

Every new origin we need to visit needs a connection opening, and that can be very costly: DNS resolution, TCP handshakes, and TLS negotiation all add up, and the story gets worse the higher the latency of the connection is. Okay, so not exactly terrifying, but Trainline, a client of mine, found that by reducing latency by 300ms, customers spent an extra £8m a year. On a slower, higher-latency connection, the story is much, mush worse.

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New Year’s Updates

John McCalpin

This week I updated three of those posts — two really old ones (primarily of interest to computer architecture historians), and one from 2018: July 2012: Local and Remote Memory Latency on AMD Processors in 2-socket and 4-socket servers. Computer Architecture Performance memory bandwidth memory latency Xeon PhiAs part of my attempt to become organized in 2019, I found several draft blog entries that had never been completed and made public.

MySQL on Azure Performance Benchmark – ScaleGrid vs. Azure Database

Scalegrid

In this blog post, we compare Azure Database for MySQL vs. ScaleGrid MySQL on Azure so you can see which provider offers the best throughput and latency performance. We measure latency in ms 95th percentile latency. Latency. Latency. Latency.

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Expanding the Cloud: Faster, More Flexible Queries with DynamoDB

All Things Distributed

While DynamoDB already allows you to perform low-latency queries based on your tableâ??s This gives you the ability to perform richer queries while still meeting the low-latency demands of responsive, scalable applications. Consistent, rock solid low-latency database performance is important too, because social games are highly interactive. s will exhibit the same latency and throughput performance as those without any indexes. All Things Distributed.

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How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost

DZone

As organizations continue to migrate to the cloud, it’s important to get in front of performance issues, such as high latency, low throughput, and replication lag with higher distances between your users and cloud infrastructure. cloud performance sql aws mysql amazon replication latency amazon rds throughputImprove AWS performance! AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments.

Benchmark (YCSB) numbers for Redis, MongoDB, Couchbase2, Yugabyte and BangDB

High Scalability

We note that for MongoDB update latency is really very low (low is better) compared to other dbs, however the read latency is on the higher side. The latency table shows that 99th percentile latency for Yugabyte is quite high compared to others (lower is better).

Invited Talk at SuperComputing 2016!

John McCalpin

Computer Architecture Computer Hardware Performance cache DRAM high performance computing memory bandwidth memory latency STREAM benchmark“Memory Bandwidth and System Balance in HPC Systems” If you are planning to attend the SuperComputing 2016 conference in Salt Lake City next month, be sure to reserve a spot on your calendar for my talk on Wednesday afternoon (4:15pm-5:00pm).

The Performance Inequality Gap, 2021

Alex Russell

Sadly, data on latency is harder to get, even from Google's perch, so progress there is somewhat more difficult to judge. TL;DR: A lot has changed since 2017 when we last estimated a global baseline resource per-page resource budget of 130-170KiB.

PostgreSQL Connection Pooling: Part 1 – Pros & Cons

High Scalability

It is difficult to fault their argument – as it’s absolutely true that: Connection Pool Connection Pooler Connection Pooling Database DevOps Forking Language Library Latency Linux Multithreaded Performance Postgres Web Applications administrator application architecture cluster connection-pool database database performance online website deployment developer failure multilanguage multithreading open source postgresql sql

Why Telcos Need a Real-Time Analytics Strategy

VoltDB

No Compromises Performance Personalization Real-time low latency real-time analytics telco telco strategy telecomHistorically, telco analytics have been limited and difficult. Telco networks and the systems that support those networks are some of the most advanced technology solutions in existence.

Why Telcos Need a Real-Time Analytics Strategy

VoltDB

No Compromises Performance Personalization Real-time Vlog low latency real-time analytics telco telco strategy telecomHistorically, telco analytics have been limited and difficult. Telco networks and the systems that support those networks are some of the most advanced technology solutions in existence.

MySQL on Azure Performance Benchmark – ScaleGrid vs. Azure Database

High Scalability

In this blog post, we compare Azure Database for MySQL vs. ScaleGrid MySQL on Azure so you can see which provider offers the best throughput and latency performance. We measure latency in ms 95th percentile latency.

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Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo.

All Things Distributed

Japanese companies and consumers have become used to low latency and high-speed networking available between their businesses, residences, and mobile devices. The advanced Asia Pacific network infrastructure also makes the AWS Tokyo Region a viable low-latency option for customers from South Korea. All Things Distributed. Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo) Region.

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Performing a Load Test on SQL Server using Apache JMeter

SQL Shack

This test type enables us to measure the application behaviors under specific conditions so that it enables us to observe a variety of resource consumptions (CPU, memory, latency, response times, etc) and it also helps to […].

Best Practice for Creating Indexes on your MySQL Tables

High Scalability

AWS Add Index Azure Create Index Database DevOps EC2 Latency Master-Slave MySQL MySQL Index MySQL Performance MySQL Table Performance Performance Test SELECT Queries administration benchmark benchmarks best platform cloud data management database database replication database scalability deployment ec2 high availability hosting indexing master-slave mysql mysql cluster mysql load nodes optimization scalabitliy sql testing uptime

Reducing Your Database Hosting Costs: DigitalOcean vs. AWS vs. Azure

Scalegrid

Does it affect latency? Yes, you can see an increase in latency. So, if you’re hosting your application in AWS or Azure and move your database to DigitalOcean, you will see an increase in latency.

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The Netflix Cosmos Platform

The Netflix TechBlog

It supports both high throughput services that consume hundreds of thousands of CPUs at a time, and latency-sensitive workloads where humans are waiting for the results of a computation. Stratum manages function execution latency in a few ways: Resource pools.

Media 203

Time to First Byte: What It Is and Why It Matters

CSS Wizardry

The first—and often most surprising for people to learn—thing that I want to draw your attention to is that TTFB counts one whole round trip of latency. The reason is because mobile networks are, as a rule, high latency connections. If there is one key thing I’m keen for your to take from this post, its is that TTFB is affected by latency. Last mile latency deals with the disproportionate complexity toward the terminus of a connection.

Expanding the Cloud - New AWS Region: US-West (Northern.

All Things Distributed

This new Region consists of multiple Availability Zones and provides low-latency access to the AWS services from for example the Bay Area. Operation costs are often different based on location and, as such, the pricing for services may vary somewhat between Regions, giving our customers the power to make trade-offs between, for example, cost and latency. All Things Distributed. Werner Vogels weblog on building scalable and robust distributed systems.

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Dropbox Improves Sync Performance Using a Modified Brotli

InfoQ

This reduced median latency and data transfer by more than 30%, Dropbox engineers Rishabh Jain and Daniel Reiter Horn maintain.