SlideShare a Scribd company logo
www.vmcd.org
www.vmcd.org
www.vmcd.org

http://lwn.net/Articles/353411/
Surprisingly, log-structured file systems are more relevant than ever when it comes to SSDs. The
founding assumption of log-structured file systems - that reads are cheap and writes are
expensive - is emphatically true for the bare-metal building blocks of SSDs, NAND-based flash.
(For the rest of this article, "flash" refers to NAND-based flash and SSD refers to a NAND-based
flash device with a wear-leveling, write-gathering flash translation layer.) When it comes to flash,
reads may be done at small granularities - a few hundreds of bytes - but writes must be done in
large contiguous blocks - on the order of tens of thousands or hundreds of thousands of bytes. A
write to flash takes two steps: First the entire block is cleared, setting all the bits to the same
value (usually 1, counter-intuitively). Second, individual bits in the block are flipped back to 0
until you get the block you wanted.

Garbage collection
• Data in a block becomes free as sectors within a block are
written.
– For example, block A contains sectors X, Y, and Z. When the
host writes X, the new location for X is in Block B. The
version of X in block A is now “stale” and represents free data
(i.e. garbage).
• Garbage Collection
– When the number of “Free” Flash Blocks reaches a low level,
blocks need to be freed.
• The block with the most free data is selected and any valid data
in the block is rewritten.
• Garbage Collection can occur concurrently with data being
written by the host.
• Synonymous with “Recycling”
In an HDD system, the Operating System (OS) can simply request that new data be written to the
same location where the older, now invalid data, is stored, and the HDD will directly overwrite
the old data. In an SSD, however, the page must first be erased before it can be written to
locations previously holding data the SSD cannot directly overwrite existing data as stated earlier.
The OS understands the files, their structure, and the logical locations where they are stored,
but does not understand the physical storage structure of the storage device. In any storage
system, the storage device doesn’t know the file structure it simply knows that there are bytes of
data written in specific sectors. The storage system, whether SSD or HDD, returns the data from
www.vmcd.org
physical locations when the OS asks for data in the corresponding logical locations.
When the OS deletes the file, it simply marks the space used for that data as free in its logical
data table. With HDDs, the OS does not need to tell the storage device anything about the
deletion because it would simply write something new into that same physical location in the
future. In the case of an SSD, it only becomes aware that the data is deleted (or invalid) when the
OS tries to write to that location again. At that time the SSD marks the old data as invalid and it
writes the new data to a new physical location. It may also perform GC at that same time, but
that varies between SSD architectures and other conditions at that moment.
www.vmcd.org

Without TRIM
www.vmcd.org

With TRIM

https://www.usenix.org/legacy/event/fast12/tech/full_papers/Min.pdf
www.vmcd.org

http://www.cs.berkeley.edu/~brewer/cs262/LFS.pdf

Reference:
http://lwn.net/Articles/353411/
http://www.thessdreview.com/daily-news/latest-buzz/garbage-collection-and-trim-in-ssds-explai
ned-an-ssd-primer/2/
http://info.violin-memory.com/rs/tpgviolin/images/10%20Questions%20-%20FusionIO.pdf
http://www.fusionio.com/load/-media-/1ufytq/docsLibrary/FIO_Reliability_Overview.copy1.pdf
http://markets.financialcontent.com/extension.electroiq/news/read/25665817/new_generation
_of_market
https://wiki.archlinux.org/index.php/Solid_State_Drives#TRIM
http://www.webupd8.org/2013/01/enable-trim-on-ssd-solid-state-drives.html
http://www.cubrid.org/blog/dev-platform/how-ssd-changing-software-architecture/

More Related Content

What's hot

Secondary Storage Device Magnetic Tapes
Secondary Storage Device  Magnetic TapesSecondary Storage Device  Magnetic Tapes
Secondary Storage Device Magnetic TapesRico
 
Linux commands Class 5 - 8 oct 2021
Linux commands Class 5 - 8 oct 2021Linux commands Class 5 - 8 oct 2021
Linux commands Class 5 - 8 oct 2021
Khawar Nehal khawar.nehal@atrc.net.pk
 
Mass Storage Devices
Mass Storage DevicesMass Storage Devices
Mass Storage Devices
Prabu U
 
Linux passwords class 4
Linux passwords class 4Linux passwords class 4
Linux passwords class 4
Khawar Nehal khawar.nehal@atrc.net.pk
 
Hard disk
Hard diskHard disk
Hard disk
Sudeep Pandey
 
DB_ch11
DB_ch11DB_ch11
DB_ch11
Pankaj Pandey
 
Hard Disk Componets
Hard Disk ComponetsHard Disk Componets
Hard Disk Componets
Pramod Ithape
 
Hard disk_
 Hard disk_ Hard disk_
Hard disk_carabung
 
Coal presentationt
Coal presentationtCoal presentationt
Coal presentationt
fika sweety
 
HARD DISK DRIVE
HARD DISK DRIVE HARD DISK DRIVE
HARD DISK DRIVE
shuvo majumder
 
Hard disk
Hard diskHard disk
Hard disk
Sajid Khan
 
Disk structure
Disk structureDisk structure
Disk structure
Shareb Ismaeel
 
Disk management
Disk managementDisk management
Disk management
Agnas Jasmine
 
Solid state drive (ssd)
Solid state drive (ssd)Solid state drive (ssd)
Solid state drive (ssd)
Mukesh Mirrey
 
Massstorage
MassstorageMassstorage
Massstorage
mari sami
 
RAID Levels
RAID LevelsRAID Levels
RAID Levels
A. S. M. Shafi
 
Mass storage systemsos
Mass storage systemsosMass storage systemsos
Mass storage systemsos
Gokila Manickam
 
Hard Disk Drive versus Solid State Drive
Hard Disk Drive versus Solid State DriveHard Disk Drive versus Solid State Drive
Hard Disk Drive versus Solid State Drive
Dac Khue Nguyen
 

What's hot (20)

Secondary Storage Device Magnetic Tapes
Secondary Storage Device  Magnetic TapesSecondary Storage Device  Magnetic Tapes
Secondary Storage Device Magnetic Tapes
 
Linux commands Class 5 - 8 oct 2021
Linux commands Class 5 - 8 oct 2021Linux commands Class 5 - 8 oct 2021
Linux commands Class 5 - 8 oct 2021
 
Mass Storage Devices
Mass Storage DevicesMass Storage Devices
Mass Storage Devices
 
Linux passwords class 4
Linux passwords class 4Linux passwords class 4
Linux passwords class 4
 
Introduction to Hard Disk Drive by Vishal Garg
Introduction to Hard Disk Drive by Vishal GargIntroduction to Hard Disk Drive by Vishal Garg
Introduction to Hard Disk Drive by Vishal Garg
 
Hard disk
Hard diskHard disk
Hard disk
 
DB_ch11
DB_ch11DB_ch11
DB_ch11
 
Hard Disk Componets
Hard Disk ComponetsHard Disk Componets
Hard Disk Componets
 
Hard disk_
 Hard disk_ Hard disk_
Hard disk_
 
Coal presentationt
Coal presentationtCoal presentationt
Coal presentationt
 
Nachos Extra Points
Nachos Extra PointsNachos Extra Points
Nachos Extra Points
 
HARD DISK DRIVE
HARD DISK DRIVE HARD DISK DRIVE
HARD DISK DRIVE
 
Hard disk
Hard diskHard disk
Hard disk
 
Disk structure
Disk structureDisk structure
Disk structure
 
Disk management
Disk managementDisk management
Disk management
 
Solid state drive (ssd)
Solid state drive (ssd)Solid state drive (ssd)
Solid state drive (ssd)
 
Massstorage
MassstorageMassstorage
Massstorage
 
RAID Levels
RAID LevelsRAID Levels
RAID Levels
 
Mass storage systemsos
Mass storage systemsosMass storage systemsos
Mass storage systemsos
 
Hard Disk Drive versus Solid State Drive
Hard Disk Drive versus Solid State DriveHard Disk Drive versus Solid State Drive
Hard Disk Drive versus Solid State Drive
 

Viewers also liked

NetApp ef540 SSD Storage Test
NetApp ef540 SSD Storage TestNetApp ef540 SSD Storage Test
NetApp ef540 SSD Storage TestLouis liu
 
Social Groups (Music Magzine)
Social Groups (Music Magzine)Social Groups (Music Magzine)
Social Groups (Music Magzine)
Coya Gott
 
Mha procedure
Mha procedureMha procedure
Mha procedureLouis liu
 
Introduction to Real Time Java
Introduction to Real Time JavaIntroduction to Real Time Java
Introduction to Real Time Java
Deniz Oguz
 
基于MHA的MySQL高可用方案
基于MHA的MySQL高可用方案基于MHA的MySQL高可用方案
基于MHA的MySQL高可用方案Louis liu
 
Tobacco essay-topic-2013
Tobacco essay-topic-2013Tobacco essay-topic-2013
Tobacco essay-topic-2013kyffa
 
La filosofia y sus metodos
La filosofia y sus metodosLa filosofia y sus metodos
La filosofia y sus metodosyasmelyr
 
2013 veterinary science-career-development-event
2013 veterinary science-career-development-event2013 veterinary science-career-development-event
2013 veterinary science-career-development-eventkyffa
 
Horsemanship rules and_format
Horsemanship rules and_formatHorsemanship rules and_format
Horsemanship rules and_formatkyffa
 
ประวัติส่วนตัว
ประวัติส่วนตัวประวัติส่วนตัว
ประวัติส่วนตัวbombay06
 
Horse evaluation-2013
Horse evaluation-2013Horse evaluation-2013
Horse evaluation-2013kyffa
 
Ejemplo de porter
Ejemplo de porterEjemplo de porter
Ejemplo de porter
frederickptf
 
Elizabeth rodríguez valencia ensayo
Elizabeth rodríguez valencia ensayoElizabeth rodríguez valencia ensayo
Elizabeth rodríguez valencia ensayoandresyalex
 
Novartis-Neporex
Novartis-NeporexNovartis-Neporex
Novartis-NeporexInsuplagas
 
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivoLivro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
Joyciane Carvalho Borges
 
Influencia de las redes sociales en los niños
Influencia de las redes sociales en los niñosInfluencia de las redes sociales en los niños
Influencia de las redes sociales en los niñoslorearellanog
 

Viewers also liked (20)

NetApp ef540 SSD Storage Test
NetApp ef540 SSD Storage TestNetApp ef540 SSD Storage Test
NetApp ef540 SSD Storage Test
 
Social Groups (Music Magzine)
Social Groups (Music Magzine)Social Groups (Music Magzine)
Social Groups (Music Magzine)
 
Mha procedure
Mha procedureMha procedure
Mha procedure
 
Introduction to Real Time Java
Introduction to Real Time JavaIntroduction to Real Time Java
Introduction to Real Time Java
 
基于MHA的MySQL高可用方案
基于MHA的MySQL高可用方案基于MHA的MySQL高可用方案
基于MHA的MySQL高可用方案
 
Tobacco essay-topic-2013
Tobacco essay-topic-2013Tobacco essay-topic-2013
Tobacco essay-topic-2013
 
La filosofia y sus metodos
La filosofia y sus metodosLa filosofia y sus metodos
La filosofia y sus metodos
 
2013 veterinary science-career-development-event
2013 veterinary science-career-development-event2013 veterinary science-career-development-event
2013 veterinary science-career-development-event
 
Tania 16 17
Tania 16 17Tania 16 17
Tania 16 17
 
Horsemanship rules and_format
Horsemanship rules and_formatHorsemanship rules and_format
Horsemanship rules and_format
 
Mapa conceptual
Mapa conceptualMapa conceptual
Mapa conceptual
 
ประวัติส่วนตัว
ประวัติส่วนตัวประวัติส่วนตัว
ประวัติส่วนตัว
 
Horse evaluation-2013
Horse evaluation-2013Horse evaluation-2013
Horse evaluation-2013
 
8 f
8 f8 f
8 f
 
Ocfotcn
OcfotcnOcfotcn
Ocfotcn
 
Ejemplo de porter
Ejemplo de porterEjemplo de porter
Ejemplo de porter
 
Elizabeth rodríguez valencia ensayo
Elizabeth rodríguez valencia ensayoElizabeth rodríguez valencia ensayo
Elizabeth rodríguez valencia ensayo
 
Novartis-Neporex
Novartis-NeporexNovartis-Neporex
Novartis-Neporex
 
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivoLivro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
Livro completo jose-afonso_da_silva_-_curso_de_direito_constitucional_positivo
 
Influencia de las redes sociales en los niños
Influencia de las redes sociales en los niñosInfluencia de las redes sociales en los niños
Influencia de las redes sociales en los niños
 

Similar to Ssd gc review

Ch14 OS
Ch14 OSCh14 OS
Ch14 OSC.U
 
Chapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationChapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationJafar Nesargi
 
Chapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationChapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationJafar Nesargi
 
Storage devices
Storage devicesStorage devices
Storage devicesTinku12345
 
Olf2013
Olf2013Olf2013
Olf2013
Dru Lavigne
 
Chapter13
Chapter13Chapter13
Chapter13
gourab87
 
I/O System and Case study
I/O System and Case studyI/O System and Case study
I/O System and Case study
Lavanya G
 
What is the average rotational latency of this disk drive What seek.docx
 What is the average rotational latency of this disk drive  What seek.docx What is the average rotational latency of this disk drive  What seek.docx
What is the average rotational latency of this disk drive What seek.docx
ajoy21
 
Chapter 12 - Mass Storage Systems
Chapter 12 - Mass Storage SystemsChapter 12 - Mass Storage Systems
Chapter 12 - Mass Storage Systems
Wayne Jones Jnr
 
I/O System and Case Study
I/O System and Case StudyI/O System and Case Study
I/O System and Case Study
GRamya Bharathi
 
Tlf2014
Tlf2014Tlf2014
Tlf2014
Dru Lavigne
 
storage and file structure
storage and file structurestorage and file structure
storage and file structure
Sheshan Sheniwal
 
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
ravipbhat
 
Flourish16
Flourish16Flourish16
Flourish16
Dru Lavigne
 
Posscon2013
Posscon2013Posscon2013
Posscon2013
Dru Lavigne
 
Record storage and primary file organization
Record storage and primary file organizationRecord storage and primary file organization
Record storage and primary file organizationJafar Nesargi
 

Similar to Ssd gc review (20)

Ch14 OS
Ch14 OSCh14 OS
Ch14 OS
 
OSCh14
OSCh14OSCh14
OSCh14
 
OS_Ch14
OS_Ch14OS_Ch14
OS_Ch14
 
Ch08 system administration
Ch08 system administration Ch08 system administration
Ch08 system administration
 
Ch08
Ch08Ch08
Ch08
 
Chapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationChapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organization
 
Chapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organizationChapter 4 record storage and primary file organization
Chapter 4 record storage and primary file organization
 
Storage devices
Storage devicesStorage devices
Storage devices
 
Olf2013
Olf2013Olf2013
Olf2013
 
Chapter13
Chapter13Chapter13
Chapter13
 
I/O System and Case study
I/O System and Case studyI/O System and Case study
I/O System and Case study
 
What is the average rotational latency of this disk drive What seek.docx
 What is the average rotational latency of this disk drive  What seek.docx What is the average rotational latency of this disk drive  What seek.docx
What is the average rotational latency of this disk drive What seek.docx
 
Chapter 12 - Mass Storage Systems
Chapter 12 - Mass Storage SystemsChapter 12 - Mass Storage Systems
Chapter 12 - Mass Storage Systems
 
I/O System and Case Study
I/O System and Case StudyI/O System and Case Study
I/O System and Case Study
 
Tlf2014
Tlf2014Tlf2014
Tlf2014
 
storage and file structure
storage and file structurestorage and file structure
storage and file structure
 
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
Solid State Drives - Seminar Report for Semester 6 Computer Engineering - VIT...
 
Flourish16
Flourish16Flourish16
Flourish16
 
Posscon2013
Posscon2013Posscon2013
Posscon2013
 
Record storage and primary file organization
Record storage and primary file organizationRecord storage and primary file organization
Record storage and primary file organization
 

More from Louis liu

Tcpcopy benchmark
Tcpcopy benchmarkTcpcopy benchmark
Tcpcopy benchmark
Louis liu
 
JK Log-Center architect
JK Log-Center architectJK Log-Center architect
JK Log-Center architect
Louis liu
 
Wdt Test
Wdt TestWdt Test
Wdt Test
Louis liu
 
JKDB BACKUP Introduction
JKDB BACKUP IntroductionJKDB BACKUP Introduction
JKDB BACKUP Introduction
Louis liu
 
Infiniflash benchmark
Infiniflash benchmarkInfiniflash benchmark
Infiniflash benchmark
Louis liu
 
MySQL Tokudb engine benchmark
MySQL Tokudb engine benchmarkMySQL Tokudb engine benchmark
MySQL Tokudb engine benchmark
Louis liu
 
Nvmfs benchmark
Nvmfs benchmarkNvmfs benchmark
Nvmfs benchmark
Louis liu
 
MySQL 5.7 milestone
MySQL 5.7 milestoneMySQL 5.7 milestone
MySQL 5.7 milestone
Louis liu
 
MySQL Oslayer performace optimization
MySQL  Oslayer performace optimizationMySQL  Oslayer performace optimization
MySQL Oslayer performace optimization
Louis liu
 
MySQL async message subscription platform
MySQL async message subscription platformMySQL async message subscription platform
MySQL async message subscription platform
Louis liu
 
HBASE Performane Test
HBASE Performane TestHBASE Performane Test
HBASE Performane Test
Louis liu
 
Jkcn MySQLDB 架构
Jkcn MySQLDB 架构Jkcn MySQLDB 架构
Jkcn MySQLDB 架构
Louis liu
 
基于Mongodb的压力评测工具 ycsb的一些概括
基于Mongodb的压力评测工具 ycsb的一些概括基于Mongodb的压力评测工具 ycsb的一些概括
基于Mongodb的压力评测工具 ycsb的一些概括
Louis liu
 
My sql fabric ha and sharding solutions
My sql fabric ha and sharding solutionsMy sql fabric ha and sharding solutions
My sql fabric ha and sharding solutions
Louis liu
 
Exadata best practice on E-commerce area
Exadata best practice on E-commerce area Exadata best practice on E-commerce area
Exadata best practice on E-commerce area
Louis liu
 
MySQL 5.5&5.6 new features summary
MySQL 5.5&5.6 new features summaryMySQL 5.5&5.6 new features summary
MySQL 5.5&5.6 new features summaryLouis liu
 
1号店数据库架构
1号店数据库架构1号店数据库架构
1号店数据库架构Louis liu
 
Architecture of YHD
Architecture of YHDArchitecture of YHD
Architecture of YHDLouis liu
 
Think of oracle and mysql bind value
Think of oracle and mysql bind value Think of oracle and mysql bind value
Think of oracle and mysql bind value Louis liu
 

More from Louis liu (20)

Tcpcopy benchmark
Tcpcopy benchmarkTcpcopy benchmark
Tcpcopy benchmark
 
JK Log-Center architect
JK Log-Center architectJK Log-Center architect
JK Log-Center architect
 
Wdt Test
Wdt TestWdt Test
Wdt Test
 
JKDB BACKUP Introduction
JKDB BACKUP IntroductionJKDB BACKUP Introduction
JKDB BACKUP Introduction
 
Infiniflash benchmark
Infiniflash benchmarkInfiniflash benchmark
Infiniflash benchmark
 
MySQL Tokudb engine benchmark
MySQL Tokudb engine benchmarkMySQL Tokudb engine benchmark
MySQL Tokudb engine benchmark
 
Nvmfs benchmark
Nvmfs benchmarkNvmfs benchmark
Nvmfs benchmark
 
MySQL 5.7 milestone
MySQL 5.7 milestoneMySQL 5.7 milestone
MySQL 5.7 milestone
 
MySQL Oslayer performace optimization
MySQL  Oslayer performace optimizationMySQL  Oslayer performace optimization
MySQL Oslayer performace optimization
 
MySQL async message subscription platform
MySQL async message subscription platformMySQL async message subscription platform
MySQL async message subscription platform
 
HBASE Performane Test
HBASE Performane TestHBASE Performane Test
HBASE Performane Test
 
Jkcn MySQLDB 架构
Jkcn MySQLDB 架构Jkcn MySQLDB 架构
Jkcn MySQLDB 架构
 
基于Mongodb的压力评测工具 ycsb的一些概括
基于Mongodb的压力评测工具 ycsb的一些概括基于Mongodb的压力评测工具 ycsb的一些概括
基于Mongodb的压力评测工具 ycsb的一些概括
 
My sql fabric ha and sharding solutions
My sql fabric ha and sharding solutionsMy sql fabric ha and sharding solutions
My sql fabric ha and sharding solutions
 
Exadata best practice on E-commerce area
Exadata best practice on E-commerce area Exadata best practice on E-commerce area
Exadata best practice on E-commerce area
 
MySQL 5.5&5.6 new features summary
MySQL 5.5&5.6 new features summaryMySQL 5.5&5.6 new features summary
MySQL 5.5&5.6 new features summary
 
1号店数据库架构
1号店数据库架构1号店数据库架构
1号店数据库架构
 
Architecture of YHD
Architecture of YHDArchitecture of YHD
Architecture of YHD
 
Oracle dgha
Oracle dghaOracle dgha
Oracle dgha
 
Think of oracle and mysql bind value
Think of oracle and mysql bind value Think of oracle and mysql bind value
Think of oracle and mysql bind value
 

Recently uploaded

Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
Product School
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
Product School
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Product School
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
RTTS
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
g2nightmarescribd
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
Product School
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
DianaGray10
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 

Recently uploaded (20)

Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 

Ssd gc review