SlideShare a Scribd company logo
1 of 11
Download to read offline
ASIA 2013 (LCA13)
Web server and caching technologies
Ard Biesheuvel (ardb) <ard.biesheuvel@linaro.org>
ASIA 2013 (LCA13)
www.linaro.org
Definitions
Topic internally referred to as web frontend vertical
Web frontend → the part of a hyperscale web service
deployment that faces the external network
Excludes single server LAMP boxes
Excludes specific optimizations for distributed data storage etc
Vertical → take all layers of the software stack into account
Networking performance at the kernel level
I/O performance in reverse proxies/caches
CPU performance in dynamic content generation
ASIA 2013 (LCA13)
www.linaro.org
Mission
We aim to put ourselves in the shoes of the provider of a
medium-to-large web service who is looking to replace some
parts of their deployment with ARM servers and aim to:
determine which parts of such a stack are most suitable for
replacement with ARM server parts, and
find and ameliorate performance bottlenecks before
someone tries to do this for real.
ASIA 2013 (LCA13)
www.linaro.org
Mission
So what is a suitable replacement?
Cost of whole deployment should be less
Performance of whole deployment should not be less
What constitutes performance?
Throughput → ability to handle # requests per unit time
Latency → ability to handle an individual request within time t
ASIA 2013 (LCA13)
www.linaro.org
Performance and scalability
Scale up
Faster node
More requests handled per
unit time
Throughput improves
Latency improves
Scale out
Multiple slower nodes in
parallel
More requests handled per
unit time
Throughput improves
Latency stays the same!
When trying to maintain the same level
of performance using a larger number of
less powerful nodes, latency is likely a
bigger concern than throughput.
ASIA 2013 (LCA13)
www.linaro.org
Example: SSL handling
Facebook, Google etc now use https:// by default
The CONNECT phase of SSL consists of RSA
authentication (which involves costly signing at the server
end) and Diffie-Hellman key exchange
No parallellism here
Conventional chaining modes for symmetric payload
encryption can only execute sequentially
Web server workload is highly parallel in nature, but not
below the connection level.
ASIA 2013 (LCA13)
www.linaro.org
Example: Wordpress
Unoptimized boilerplate Wordpress install on an ARM
system running Ubuntu 12.04
ApacheBench running on an identical node
1000 requests at concurrency levels 1, 2, 3, 4, 8, 16
Connection Times (ms)
min mean[+/-sd] median max
Connect: 200 202 1.8 201 231
Processing: 142 145 1.2 144 154
Waiting: 142 144 1.2 144 154
Total: 343 347 1.8 347 373
Obvious optimizations stand out
Connection caching for SSL
Opcode cache for PHP
ApacheBench is single threaded!!
ASIA 2013 (LCA13)
www.linaro.org
LAVA support
Currently, LAVA has no support at all for running test cases
involving more than a single node
Any web frontend test case will involve at least an origin
server and 2+ request generators
Jobs cannot be executed in parallel arbitrarily if the nodes
have shared resources (such as the Calxeda fabric)
ASIA 2013 (LCA13)
www.linaro.org
Power efficiency as a first-class metric
Power efficiency is what sets ARM apart from the
competition
However, latency is often proportional to raw CPU
performance
We need a benchmark that takes both into account, and
Allows us to track our progress by watching the numbers improve
over time
Compare ourselves with others in a meaningful way
ASIA 2013 (LCA13)
www.linaro.org
Approach
Benchmark 'typical' deployment running on server grade
hardware
Calxeda Highbank has plenty of nodes and fast interconnect
'Typical' means state of the art in terms of applied optimizations
Anything less means we are reinventing the wheel
Measure performance
Latency, throughput, power consumption?
Systems not under test should be contention free
I/O induced CPU contention is more costly on ARM
Look out for bottlenecks in networking stack
Focus on latency not throughput
Use faster code so CPU bound tasks complete in less time
→ Assembler dependencies (Steve McIntyre Fri 9 am)
→ Hadoop optimization (Steve Capper Tue 12 pm)
More pipelining of CPU and I/O bound tasks
More about Linaro Connect: www.linaro.org/connect/
More about Linaro: www.linaro.org/about/
More about Linaro engineering: www.linaro.org/engineering/
ASIA 2013 (LCA13)

More Related Content

What's hot

Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...
Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...
Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...HostedbyConfluent
 
Principal Propagation with SAP Cloud Platform
Principal Propagation with SAP Cloud PlatformPrincipal Propagation with SAP Cloud Platform
Principal Propagation with SAP Cloud PlatformGary Jackson MBCS
 
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...HostedbyConfluent
 
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...HostedbyConfluent
 
Bridging the Gap: Connecting AWS and Kafka
Bridging the Gap: Connecting AWS and KafkaBridging the Gap: Connecting AWS and Kafka
Bridging the Gap: Connecting AWS and KafkaPengfei (Jason) Li
 
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...HostedbyConfluent
 
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, Qlik
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, QlikKeeping Analytics Data Fresh in a Streaming Architecture | John Neal, Qlik
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, QlikHostedbyConfluent
 
Multi-master, multi-region MySQL deployment in Amazon AWS
Multi-master, multi-region MySQL deployment in Amazon AWSMulti-master, multi-region MySQL deployment in Amazon AWS
Multi-master, multi-region MySQL deployment in Amazon AWSContinuent
 
Meetup #3: Migrating an Oracle Application from on-premise to AWS
Meetup #3: Migrating an Oracle Application from on-premise to AWSMeetup #3: Migrating an Oracle Application from on-premise to AWS
Meetup #3: Migrating an Oracle Application from on-premise to AWSAWS Vietnam Community
 
Capacity Planning Your Kafka Cluster | Jason Bell, Digitalis
Capacity Planning Your Kafka Cluster | Jason Bell, DigitalisCapacity Planning Your Kafka Cluster | Jason Bell, Digitalis
Capacity Planning Your Kafka Cluster | Jason Bell, DigitalisHostedbyConfluent
 
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...Amazon Web Services
 
Introduction to Kafka
Introduction to KafkaIntroduction to Kafka
Introduction to KafkaAkash Vacher
 
The Evolution of Trillion-level Real-time Messaging System in BIGO - Puslar ...
The Evolution of Trillion-level Real-time Messaging System in BIGO  - Puslar ...The Evolution of Trillion-level Real-time Messaging System in BIGO  - Puslar ...
The Evolution of Trillion-level Real-time Messaging System in BIGO - Puslar ...StreamNative
 
Change data capture with MongoDB and Kafka.
Change data capture with MongoDB and Kafka.Change data capture with MongoDB and Kafka.
Change data capture with MongoDB and Kafka.Dan Harvey
 
Apache Kafka® at Dropbox
Apache Kafka® at DropboxApache Kafka® at Dropbox
Apache Kafka® at Dropboxconfluent
 
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...Amazon Web Services
 
New Roles In The Cloud
New Roles In The CloudNew Roles In The Cloud
New Roles In The CloudSteve Loughran
 
Микросервисы со Spring Boot & Spring Cloud
Микросервисы со Spring Boot & Spring CloudМикросервисы со Spring Boot & Spring Cloud
Микросервисы со Spring Boot & Spring CloudVitebsk DSC
 

What's hot (20)

Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...
Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...
Using Kafka as a Database For Real-Time Transaction Processing | Chad Preisle...
 
Principal Propagation with SAP Cloud Platform
Principal Propagation with SAP Cloud PlatformPrincipal Propagation with SAP Cloud Platform
Principal Propagation with SAP Cloud Platform
 
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...
Monitoring and Resiliency Testing our Apache Kafka Clusters at Goldman Sachs ...
 
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
 
EVCache at Netflix
EVCache at NetflixEVCache at Netflix
EVCache at Netflix
 
Bridging the Gap: Connecting AWS and Kafka
Bridging the Gap: Connecting AWS and KafkaBridging the Gap: Connecting AWS and Kafka
Bridging the Gap: Connecting AWS and Kafka
 
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...
Kafka error handling patterns and best practices | Hemant Desale and Aruna Ka...
 
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, Qlik
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, QlikKeeping Analytics Data Fresh in a Streaming Architecture | John Neal, Qlik
Keeping Analytics Data Fresh in a Streaming Architecture | John Neal, Qlik
 
Multi-master, multi-region MySQL deployment in Amazon AWS
Multi-master, multi-region MySQL deployment in Amazon AWSMulti-master, multi-region MySQL deployment in Amazon AWS
Multi-master, multi-region MySQL deployment in Amazon AWS
 
Meetup #3: Migrating an Oracle Application from on-premise to AWS
Meetup #3: Migrating an Oracle Application from on-premise to AWSMeetup #3: Migrating an Oracle Application from on-premise to AWS
Meetup #3: Migrating an Oracle Application from on-premise to AWS
 
Capacity Planning Your Kafka Cluster | Jason Bell, Digitalis
Capacity Planning Your Kafka Cluster | Jason Bell, DigitalisCapacity Planning Your Kafka Cluster | Jason Bell, Digitalis
Capacity Planning Your Kafka Cluster | Jason Bell, Digitalis
 
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...
AWS Partner Webcast - Disaster Recovery: Implementing DR Across On-premises a...
 
Introduction to Kafka
Introduction to KafkaIntroduction to Kafka
Introduction to Kafka
 
The Evolution of Trillion-level Real-time Messaging System in BIGO - Puslar ...
The Evolution of Trillion-level Real-time Messaging System in BIGO  - Puslar ...The Evolution of Trillion-level Real-time Messaging System in BIGO  - Puslar ...
The Evolution of Trillion-level Real-time Messaging System in BIGO - Puslar ...
 
Change data capture with MongoDB and Kafka.
Change data capture with MongoDB and Kafka.Change data capture with MongoDB and Kafka.
Change data capture with MongoDB and Kafka.
 
Data scraping
Data scrapingData scraping
Data scraping
 
Apache Kafka® at Dropbox
Apache Kafka® at DropboxApache Kafka® at Dropbox
Apache Kafka® at Dropbox
 
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...
Consolidate MySQL Shards Into Amazon Aurora Using AWS Database Migration Serv...
 
New Roles In The Cloud
New Roles In The CloudNew Roles In The Cloud
New Roles In The Cloud
 
Микросервисы со Spring Boot & Spring Cloud
Микросервисы со Spring Boot & Spring CloudМикросервисы со Spring Boot & Spring Cloud
Микросервисы со Spring Boot & Spring Cloud
 

Viewers also liked

Caching for J2ee Enterprise Applications
Caching for J2ee Enterprise ApplicationsCaching for J2ee Enterprise Applications
Caching for J2ee Enterprise ApplicationsDebajani Mohanty
 
LAS16-200: SCMI - System Management and Control Interface
LAS16-200:  SCMI - System Management and Control InterfaceLAS16-200:  SCMI - System Management and Control Interface
LAS16-200: SCMI - System Management and Control InterfaceLinaro
 
LAS16-400K2: TianoCore – Open Source UEFI Community Update
LAS16-400K2: TianoCore – Open Source UEFI Community UpdateLAS16-400K2: TianoCore – Open Source UEFI Community Update
LAS16-400K2: TianoCore – Open Source UEFI Community UpdateLinaro
 
LAS16-400: Mini Conference 3 AOSP (Session 1)
LAS16-400: Mini Conference 3 AOSP (Session 1)LAS16-400: Mini Conference 3 AOSP (Session 1)
LAS16-400: Mini Conference 3 AOSP (Session 1)Linaro
 
Las16 309 - lua jit arm64 port - status
Las16 309 - lua jit arm64 port - statusLas16 309 - lua jit arm64 port - status
Las16 309 - lua jit arm64 port - statusLinaro
 

Viewers also liked (6)

AppFabric Velocity
AppFabric VelocityAppFabric Velocity
AppFabric Velocity
 
Caching for J2ee Enterprise Applications
Caching for J2ee Enterprise ApplicationsCaching for J2ee Enterprise Applications
Caching for J2ee Enterprise Applications
 
LAS16-200: SCMI - System Management and Control Interface
LAS16-200:  SCMI - System Management and Control InterfaceLAS16-200:  SCMI - System Management and Control Interface
LAS16-200: SCMI - System Management and Control Interface
 
LAS16-400K2: TianoCore – Open Source UEFI Community Update
LAS16-400K2: TianoCore – Open Source UEFI Community UpdateLAS16-400K2: TianoCore – Open Source UEFI Community Update
LAS16-400K2: TianoCore – Open Source UEFI Community Update
 
LAS16-400: Mini Conference 3 AOSP (Session 1)
LAS16-400: Mini Conference 3 AOSP (Session 1)LAS16-400: Mini Conference 3 AOSP (Session 1)
LAS16-400: Mini Conference 3 AOSP (Session 1)
 
Las16 309 - lua jit arm64 port - status
Las16 309 - lua jit arm64 port - statusLas16 309 - lua jit arm64 port - status
Las16 309 - lua jit arm64 port - status
 

Similar to LCA13: Web Server and Caching Technologies

Handling Data in Mega Scale Systems
Handling Data in Mega Scale SystemsHandling Data in Mega Scale Systems
Handling Data in Mega Scale SystemsDirecti Group
 
Serverless meetup Auckland #6
Serverless meetup Auckland #6Serverless meetup Auckland #6
Serverless meetup Auckland #6Myles Henaghan
 
Server Farms and XML Web Services
Server Farms and XML Web ServicesServer Farms and XML Web Services
Server Farms and XML Web ServicesJorgen Thelin
 
Amazon Aurora TechConnect
Amazon Aurora TechConnect Amazon Aurora TechConnect
Amazon Aurora TechConnect LavanyaMurthy9
 
🏗️Improve database performance with connection pooling and load balancing tec...
🏗️Improve database performance with connection pooling and load balancing tec...🏗️Improve database performance with connection pooling and load balancing tec...
🏗️Improve database performance with connection pooling and load balancing tec...Alireza Kamrani
 
Oracle RAC - New Generation
Oracle RAC - New GenerationOracle RAC - New Generation
Oracle RAC - New GenerationAnil Nair
 
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and ScalableAmazon Web Services
 
Serverless Computing
Serverless ComputingServerless Computing
Serverless ComputingAnand Gupta
 
Cloud Native Applications on OpenShift
Cloud Native Applications on OpenShiftCloud Native Applications on OpenShift
Cloud Native Applications on OpenShiftSerhat Dirik
 
Web Speed And Scalability
Web Speed And ScalabilityWeb Speed And Scalability
Web Speed And ScalabilityJason Ragsdale
 
Our Multi-Year Journey to a 10x Faster Confluent Cloud
Our Multi-Year Journey to a 10x Faster Confluent CloudOur Multi-Year Journey to a 10x Faster Confluent Cloud
Our Multi-Year Journey to a 10x Faster Confluent CloudHostedbyConfluent
 
How to scale your web app
How to scale your web appHow to scale your web app
How to scale your web appGeorgio_1999
 
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdf
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdfAWS Interview Questions and Answers -CREDO SYSTEMZ.pdf
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdfnishajeni1
 
Aws interview questions and answers
Aws interview questions and answersAws interview questions and answers
Aws interview questions and answerskavinilavuG
 
SAN overview.pptx
SAN overview.pptxSAN overview.pptx
SAN overview.pptxMugabo4
 

Similar to LCA13: Web Server and Caching Technologies (20)

Deep Dive on Amazon Aurora
Deep Dive on Amazon AuroraDeep Dive on Amazon Aurora
Deep Dive on Amazon Aurora
 
Handling Data in Mega Scale Systems
Handling Data in Mega Scale SystemsHandling Data in Mega Scale Systems
Handling Data in Mega Scale Systems
 
Serverless meetup Auckland #6
Serverless meetup Auckland #6Serverless meetup Auckland #6
Serverless meetup Auckland #6
 
How To Scale v2
How To Scale v2How To Scale v2
How To Scale v2
 
Server Farms and XML Web Services
Server Farms and XML Web ServicesServer Farms and XML Web Services
Server Farms and XML Web Services
 
Amazon Aurora TechConnect
Amazon Aurora TechConnect Amazon Aurora TechConnect
Amazon Aurora TechConnect
 
What’s New in Amazon Aurora
What’s New in Amazon AuroraWhat’s New in Amazon Aurora
What’s New in Amazon Aurora
 
🏗️Improve database performance with connection pooling and load balancing tec...
🏗️Improve database performance with connection pooling and load balancing tec...🏗️Improve database performance with connection pooling and load balancing tec...
🏗️Improve database performance with connection pooling and load balancing tec...
 
Oracle RAC - New Generation
Oracle RAC - New GenerationOracle RAC - New Generation
Oracle RAC - New Generation
 
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable
(DAT303) Oracle on AWS and Amazon RDS: Secure, Fast, and Scalable
 
Serverless Computing
Serverless ComputingServerless Computing
Serverless Computing
 
Cloud Native Applications on OpenShift
Cloud Native Applications on OpenShiftCloud Native Applications on OpenShift
Cloud Native Applications on OpenShift
 
What's New in Amazon Aurora
What's New in Amazon AuroraWhat's New in Amazon Aurora
What's New in Amazon Aurora
 
Web Speed And Scalability
Web Speed And ScalabilityWeb Speed And Scalability
Web Speed And Scalability
 
Our Multi-Year Journey to a 10x Faster Confluent Cloud
Our Multi-Year Journey to a 10x Faster Confluent CloudOur Multi-Year Journey to a 10x Faster Confluent Cloud
Our Multi-Year Journey to a 10x Faster Confluent Cloud
 
What’s New in Amazon Aurora
What’s New in Amazon AuroraWhat’s New in Amazon Aurora
What’s New in Amazon Aurora
 
How to scale your web app
How to scale your web appHow to scale your web app
How to scale your web app
 
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdf
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdfAWS Interview Questions and Answers -CREDO SYSTEMZ.pdf
AWS Interview Questions and Answers -CREDO SYSTEMZ.pdf
 
Aws interview questions and answers
Aws interview questions and answersAws interview questions and answers
Aws interview questions and answers
 
SAN overview.pptx
SAN overview.pptxSAN overview.pptx
SAN overview.pptx
 

More from Linaro

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloDeep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloLinaro
 
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaArm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaLinaro
 
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraHuawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraLinaro
 
Bud17 113: distribution ci using qemu and open qa
Bud17 113: distribution ci using qemu and open qaBud17 113: distribution ci using qemu and open qa
Bud17 113: distribution ci using qemu and open qaLinaro
 
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018Linaro
 
HPC network stack on ARM - Linaro HPC Workshop 2018
HPC network stack on ARM - Linaro HPC Workshop 2018HPC network stack on ARM - Linaro HPC Workshop 2018
HPC network stack on ARM - Linaro HPC Workshop 2018Linaro
 
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...Linaro
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Linaro
 
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...Linaro
 
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...Linaro
 
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineHKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineLinaro
 
HKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening KeynoteHKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening KeynoteLinaro
 
HKG18-318 - OpenAMP Workshop
HKG18-318 - OpenAMP WorkshopHKG18-318 - OpenAMP Workshop
HKG18-318 - OpenAMP WorkshopLinaro
 
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineHKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineLinaro
 
HKG18-315 - Why the ecosystem is a wonderful thing, warts and all
HKG18-315 - Why the ecosystem is a wonderful thing, warts and allHKG18-315 - Why the ecosystem is a wonderful thing, warts and all
HKG18-315 - Why the ecosystem is a wonderful thing, warts and allLinaro
 
HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor
HKG18- 115 - Partitioning ARM Systems with the Jailhouse HypervisorHKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor
HKG18- 115 - Partitioning ARM Systems with the Jailhouse HypervisorLinaro
 
HKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMUHKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMULinaro
 
HKG18-113- Secure Data Path work with i.MX8M
HKG18-113- Secure Data Path work with i.MX8MHKG18-113- Secure Data Path work with i.MX8M
HKG18-113- Secure Data Path work with i.MX8MLinaro
 
HKG18-120 - Devicetree Schema Documentation and Validation
HKG18-120 - Devicetree Schema Documentation and Validation HKG18-120 - Devicetree Schema Documentation and Validation
HKG18-120 - Devicetree Schema Documentation and Validation Linaro
 
HKG18-223 - Trusted FirmwareM: Trusted boot
HKG18-223 - Trusted FirmwareM: Trusted bootHKG18-223 - Trusted FirmwareM: Trusted boot
HKG18-223 - Trusted FirmwareM: Trusted bootLinaro
 

More from Linaro (20)

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloDeep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
 
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaArm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
 
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraHuawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
 
Bud17 113: distribution ci using qemu and open qa
Bud17 113: distribution ci using qemu and open qaBud17 113: distribution ci using qemu and open qa
Bud17 113: distribution ci using qemu and open qa
 
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018
OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018
 
HPC network stack on ARM - Linaro HPC Workshop 2018
HPC network stack on ARM - Linaro HPC Workshop 2018HPC network stack on ARM - Linaro HPC Workshop 2018
HPC network stack on ARM - Linaro HPC Workshop 2018
 
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
 
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...
Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...
 
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...
Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...
 
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineHKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
 
HKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening KeynoteHKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening Keynote
 
HKG18-318 - OpenAMP Workshop
HKG18-318 - OpenAMP WorkshopHKG18-318 - OpenAMP Workshop
HKG18-318 - OpenAMP Workshop
 
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainlineHKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline
 
HKG18-315 - Why the ecosystem is a wonderful thing, warts and all
HKG18-315 - Why the ecosystem is a wonderful thing, warts and allHKG18-315 - Why the ecosystem is a wonderful thing, warts and all
HKG18-315 - Why the ecosystem is a wonderful thing, warts and all
 
HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor
HKG18- 115 - Partitioning ARM Systems with the Jailhouse HypervisorHKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor
HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor
 
HKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMUHKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMU
 
HKG18-113- Secure Data Path work with i.MX8M
HKG18-113- Secure Data Path work with i.MX8MHKG18-113- Secure Data Path work with i.MX8M
HKG18-113- Secure Data Path work with i.MX8M
 
HKG18-120 - Devicetree Schema Documentation and Validation
HKG18-120 - Devicetree Schema Documentation and Validation HKG18-120 - Devicetree Schema Documentation and Validation
HKG18-120 - Devicetree Schema Documentation and Validation
 
HKG18-223 - Trusted FirmwareM: Trusted boot
HKG18-223 - Trusted FirmwareM: Trusted bootHKG18-223 - Trusted FirmwareM: Trusted boot
HKG18-223 - Trusted FirmwareM: Trusted boot
 

Recently uploaded

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 

Recently uploaded (20)

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 

LCA13: Web Server and Caching Technologies

  • 1. ASIA 2013 (LCA13) Web server and caching technologies Ard Biesheuvel (ardb) <ard.biesheuvel@linaro.org>
  • 2. ASIA 2013 (LCA13) www.linaro.org Definitions Topic internally referred to as web frontend vertical Web frontend → the part of a hyperscale web service deployment that faces the external network Excludes single server LAMP boxes Excludes specific optimizations for distributed data storage etc Vertical → take all layers of the software stack into account Networking performance at the kernel level I/O performance in reverse proxies/caches CPU performance in dynamic content generation
  • 3. ASIA 2013 (LCA13) www.linaro.org Mission We aim to put ourselves in the shoes of the provider of a medium-to-large web service who is looking to replace some parts of their deployment with ARM servers and aim to: determine which parts of such a stack are most suitable for replacement with ARM server parts, and find and ameliorate performance bottlenecks before someone tries to do this for real.
  • 4. ASIA 2013 (LCA13) www.linaro.org Mission So what is a suitable replacement? Cost of whole deployment should be less Performance of whole deployment should not be less What constitutes performance? Throughput → ability to handle # requests per unit time Latency → ability to handle an individual request within time t
  • 5. ASIA 2013 (LCA13) www.linaro.org Performance and scalability Scale up Faster node More requests handled per unit time Throughput improves Latency improves Scale out Multiple slower nodes in parallel More requests handled per unit time Throughput improves Latency stays the same! When trying to maintain the same level of performance using a larger number of less powerful nodes, latency is likely a bigger concern than throughput.
  • 6. ASIA 2013 (LCA13) www.linaro.org Example: SSL handling Facebook, Google etc now use https:// by default The CONNECT phase of SSL consists of RSA authentication (which involves costly signing at the server end) and Diffie-Hellman key exchange No parallellism here Conventional chaining modes for symmetric payload encryption can only execute sequentially Web server workload is highly parallel in nature, but not below the connection level.
  • 7. ASIA 2013 (LCA13) www.linaro.org Example: Wordpress Unoptimized boilerplate Wordpress install on an ARM system running Ubuntu 12.04 ApacheBench running on an identical node 1000 requests at concurrency levels 1, 2, 3, 4, 8, 16 Connection Times (ms) min mean[+/-sd] median max Connect: 200 202 1.8 201 231 Processing: 142 145 1.2 144 154 Waiting: 142 144 1.2 144 154 Total: 343 347 1.8 347 373 Obvious optimizations stand out Connection caching for SSL Opcode cache for PHP ApacheBench is single threaded!!
  • 8. ASIA 2013 (LCA13) www.linaro.org LAVA support Currently, LAVA has no support at all for running test cases involving more than a single node Any web frontend test case will involve at least an origin server and 2+ request generators Jobs cannot be executed in parallel arbitrarily if the nodes have shared resources (such as the Calxeda fabric)
  • 9. ASIA 2013 (LCA13) www.linaro.org Power efficiency as a first-class metric Power efficiency is what sets ARM apart from the competition However, latency is often proportional to raw CPU performance We need a benchmark that takes both into account, and Allows us to track our progress by watching the numbers improve over time Compare ourselves with others in a meaningful way
  • 10. ASIA 2013 (LCA13) www.linaro.org Approach Benchmark 'typical' deployment running on server grade hardware Calxeda Highbank has plenty of nodes and fast interconnect 'Typical' means state of the art in terms of applied optimizations Anything less means we are reinventing the wheel Measure performance Latency, throughput, power consumption? Systems not under test should be contention free I/O induced CPU contention is more costly on ARM Look out for bottlenecks in networking stack Focus on latency not throughput Use faster code so CPU bound tasks complete in less time → Assembler dependencies (Steve McIntyre Fri 9 am) → Hadoop optimization (Steve Capper Tue 12 pm) More pipelining of CPU and I/O bound tasks
  • 11. More about Linaro Connect: www.linaro.org/connect/ More about Linaro: www.linaro.org/about/ More about Linaro engineering: www.linaro.org/engineering/ ASIA 2013 (LCA13)