SlideShare a Scribd company logo
Rapid, industrial scale
digitization of the NHM
microscope slide collection
Ben Price & Vladimir Blagoderov
Outline
•

The NHM slide collection

•

What is Digitization?

•

The NHM workflow

•

Psyllid collection

•

Future prospects
The NHM slide collection
•

~ 2 million slides (60 : 40 vertical : horizontal storage)
The NHM slide collection
•

Mix of slide sizes, mounts, storage cabinets
What is Digitization?

?
What is Digitization?
Label data:
–

Quick to image
•

5000 per day

–

Slow to transcribe (crowdsourcing)

–

Slow to georeference (crowdsourcing)
What is Digitization?
Specimen:
–

Slow to image
•

–

Data storage
•

–

100,000 per year

GB images

Image delivery
•

Proprietery software
The NHM workflow*

Data Capture

Handling

* Work in progress

Imaging

Preparation

Post Processing
Preparation

Handling

Imaging

Post Processing

•

Datamatrix Labels (4.5mm)

•

Processing Scripts (GIMP, Barcodefiler)

•

Computing Facilities (64bit, 16GB RAM)

•

Storage & Retrieval (Ke-EMu)
–

•

What is a slide?

Delivery (NHM data portal)

Data Capture
Preparation

Handling

Imaging

Post Processing

•

Horizontal vs Vertical storage

•

Card Slide covers!

•

Labelling & Handling = up to 90% of the time

Data Capture
Preparation

Handling

Imaging

Post Processing

Data Capture

•

Scanner – SLR – Mamiya Leaf – SatScanner

•

Balance slides per image vs label resolution (PPI)

•

Single slide imaging?
Preparation

Handling

Imaging

Horizontal Storage:
•

Less handling
–

•

Tray fits A3 scanner / SLR

Can be autocropped

Post Processing

Data Capture
Preparation

Handling

Imaging

Horizontal Storage:
•

Less handling
–

•

Tray fits A3 scanner / SLR

Manual cropping
–

Crowd cropping?

Post Processing

Data Capture
Preparation

Handling

Imaging

Post Processing

Vertical storage:
•

Single type of template (post processing)

•

High contrast (scripts)

•

Cheap (foam, card)

•

More Handling

•

Autocropping

Data Capture
Preparation

•

Imaging

Post Processing

Data Capture

Resolution tests (PPI)
–

PPI

Handling

Canon 650D (18MP sensor) + 50mm Macro

250

Slides 72

300

450

600

45

18

10
Preparation

•

Handling

Imaging

Post Processing

Data Capture

Resolution tests (PPI)
–

Mamiya Leaf (80MP sensor) + 80mm lens

PPI

300

450

600

Slides

180

72

50
Preparation

•

Handling

Imaging

Post Processing

Data Capture

Resolution tests (PPI)
–

HerbScanner (EPSON A3 size)

PPI

300

450

600

Slides

50

50

50
Preparation

•

Handling

Imaging

Post Processing

Resolution tests (PPI)
–

Slides

SatScanner (0.16x lens, low resolution ~1000 PPI)

72 - 100

Data Capture
Preparation

Handling

Imaging

Post Processing

Data Capture
Preparation

Handling

Imaging

Post Processing

Data Capture
Preparation

Handling

Imaging

Post Processing

Data Capture
Preparation

Handling

Imaging

Post Processing

Data Capture
Progress to date
•

Psyllidae slide collection (4000 slides)

•

Two digitizers + SatScanner = 4 days

•

Handling (not Imaging) is the bottleneck

•

Solutions:
–

–

More digitizers
Progress to date
•

Theoretical maximum
–

1

SatScan: 7000 slides per day (5-8 people)

label

load

2

image

unload

label

load

image

label

load

image

unload

label

load

label

load

image

unload

label

label

load

image

unload

3

4

–

Other: 700 - 1000 slides per person per day
Future Plans
•

Specimen Imaging
–

Type material
Acknowledgments

Peter

Johanna

Lyndsey
Sara

Flavia

Elisa
Questions?

More Related Content

Similar to Price2 ecn2013

Real-time DeepLearning on IoT Sensor Data
Real-time DeepLearning on IoT Sensor DataReal-time DeepLearning on IoT Sensor Data
Real-time DeepLearning on IoT Sensor Data
Romeo Kienzler
 
AI Chip Trends and Forecast
AI Chip Trends and ForecastAI Chip Trends and Forecast
AI Chip Trends and Forecast
CastLabKAIST
 
NDF 2016 Digitisation 101 Workshop
NDF 2016 Digitisation 101 WorkshopNDF 2016 Digitisation 101 Workshop
NDF 2016 Digitisation 101 Workshop
David Sanderson
 
World’s Fastest Image Serving Technology
World’s Fastest Image Serving TechnologyWorld’s Fastest Image Serving Technology
World’s Fastest Image Serving TechnologySiyathokoza Ngcobo
 
The Elephant in the Library
The Elephant in the LibraryThe Elephant in the Library
The Elephant in the Library
DataWorks Summit
 
Cimagraphi8
Cimagraphi8Cimagraphi8
Cimagraphi8
Pablo Vilanez
 
In memory grids IMDG
In memory grids IMDGIn memory grids IMDG
In memory grids IMDGPrateek Jain
 
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
TechMeetups
 
The Elephant in the Library - Integrating Hadoop
The Elephant in the Library - Integrating HadoopThe Elephant in the Library - Integrating Hadoop
The Elephant in the Library - Integrating Hadoop
cneudecker
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
adminADF
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
ADF Engineering, Inc.
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
Courtney York Ridenour
 
Big-Data Server Farm Architecture
Big-Data Server Farm Architecture Big-Data Server Farm Architecture
Big-Data Server Farm Architecture
Jordan Chung
 
Dimond recognition system
Dimond recognition systemDimond recognition system
Dimond recognition system
Amit Gandhi
 
"Computational Photography: Understanding and Expanding the Capabilities of S...
"Computational Photography: Understanding and Expanding the Capabilities of S..."Computational Photography: Understanding and Expanding the Capabilities of S...
"Computational Photography: Understanding and Expanding the Capabilities of S...
Edge AI and Vision Alliance
 
Hybrid Transactional/Analytics Processing with Spark and IMDGs
Hybrid Transactional/Analytics Processing with Spark and IMDGsHybrid Transactional/Analytics Processing with Spark and IMDGs
Hybrid Transactional/Analytics Processing with Spark and IMDGs
Ali Hodroj
 
Propelling IoT Innovation with Predictive Analytics
Propelling IoT Innovation with Predictive AnalyticsPropelling IoT Innovation with Predictive Analytics
Propelling IoT Innovation with Predictive Analytics
SingleStore
 
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
In-Memory Computing Summit
 
Image Processing Basics
Image Processing BasicsImage Processing Basics
Image Processing Basics
A B Shinde
 
SNW Pres City Of Safford 101209 Lr
SNW Pres City Of Safford 101209 LrSNW Pres City Of Safford 101209 Lr
SNW Pres City Of Safford 101209 Lr
Eric Herzog
 

Similar to Price2 ecn2013 (20)

Real-time DeepLearning on IoT Sensor Data
Real-time DeepLearning on IoT Sensor DataReal-time DeepLearning on IoT Sensor Data
Real-time DeepLearning on IoT Sensor Data
 
AI Chip Trends and Forecast
AI Chip Trends and ForecastAI Chip Trends and Forecast
AI Chip Trends and Forecast
 
NDF 2016 Digitisation 101 Workshop
NDF 2016 Digitisation 101 WorkshopNDF 2016 Digitisation 101 Workshop
NDF 2016 Digitisation 101 Workshop
 
World’s Fastest Image Serving Technology
World’s Fastest Image Serving TechnologyWorld’s Fastest Image Serving Technology
World’s Fastest Image Serving Technology
 
The Elephant in the Library
The Elephant in the LibraryThe Elephant in the Library
The Elephant in the Library
 
Cimagraphi8
Cimagraphi8Cimagraphi8
Cimagraphi8
 
In memory grids IMDG
In memory grids IMDGIn memory grids IMDG
In memory grids IMDG
 
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
Imaging Solutions exhibiting at Zurich Tech Job Fair Autumn 2019
 
The Elephant in the Library - Integrating Hadoop
The Elephant in the Library - Integrating HadoopThe Elephant in the Library - Integrating Hadoop
The Elephant in the Library - Integrating Hadoop
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
 
Big-Data Server Farm Architecture
Big-Data Server Farm Architecture Big-Data Server Farm Architecture
Big-Data Server Farm Architecture
 
Dimond recognition system
Dimond recognition systemDimond recognition system
Dimond recognition system
 
"Computational Photography: Understanding and Expanding the Capabilities of S...
"Computational Photography: Understanding and Expanding the Capabilities of S..."Computational Photography: Understanding and Expanding the Capabilities of S...
"Computational Photography: Understanding and Expanding the Capabilities of S...
 
Hybrid Transactional/Analytics Processing with Spark and IMDGs
Hybrid Transactional/Analytics Processing with Spark and IMDGsHybrid Transactional/Analytics Processing with Spark and IMDGs
Hybrid Transactional/Analytics Processing with Spark and IMDGs
 
Propelling IoT Innovation with Predictive Analytics
Propelling IoT Innovation with Predictive AnalyticsPropelling IoT Innovation with Predictive Analytics
Propelling IoT Innovation with Predictive Analytics
 
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
IMC Summit 2016 Breakout - Nikita Shamgunov - Propelling IoT Innovation with ...
 
Image Processing Basics
Image Processing BasicsImage Processing Basics
Image Processing Basics
 
SNW Pres City Of Safford 101209 Lr
SNW Pres City Of Safford 101209 LrSNW Pres City Of Safford 101209 Lr
SNW Pres City Of Safford 101209 Lr
 

More from ECNOfficer

Janzen ecn2013
Janzen ecn2013Janzen ecn2013
Janzen ecn2013ECNOfficer
 
Nearns ecn2013
Nearns ecn2013Nearns ecn2013
Nearns ecn2013ECNOfficer
 
D paul ecn2013
D paul ecn2013D paul ecn2013
D paul ecn2013ECNOfficer
 
Giddens ecn2013
Giddens ecn2013Giddens ecn2013
Giddens ecn2013ECNOfficer
 
Rubinoff ecn2013 uhim
Rubinoff ecn2013 uhimRubinoff ecn2013 uhim
Rubinoff ecn2013 uhimECNOfficer
 
Mc alister ecn2013
Mc alister ecn2013Mc alister ecn2013
Mc alister ecn2013ECNOfficer
 
Dombroskie ecn2013
Dombroskie ecn2013Dombroskie ecn2013
Dombroskie ecn2013ECNOfficer
 
Dmitriev ecn2013
Dmitriev ecn2013Dmitriev ecn2013
Dmitriev ecn2013ECNOfficer
 
Oboyski ecn2013
Oboyski ecn2013Oboyski ecn2013
Oboyski ecn2013ECNOfficer
 
Thomas ecn2013
Thomas ecn2013Thomas ecn2013
Thomas ecn2013ECNOfficer
 
Jones ecn2013 the_goodbadugly conabio
Jones ecn2013 the_goodbadugly conabioJones ecn2013 the_goodbadugly conabio
Jones ecn2013 the_goodbadugly conabioECNOfficer
 
Austin ecn2013
Austin ecn2013Austin ecn2013
Austin ecn2013ECNOfficer
 
Yu ecn2013 cnc_databasing
Yu ecn2013 cnc_databasingYu ecn2013 cnc_databasing
Yu ecn2013 cnc_databasingECNOfficer
 
Solis ecn2013 usfws
Solis ecn2013 usfwsSolis ecn2013 usfws
Solis ecn2013 usfwsECNOfficer
 
Schuh ecn2013 tcn_data_structure
Schuh ecn2013 tcn_data_structureSchuh ecn2013 tcn_data_structure
Schuh ecn2013 tcn_data_structureECNOfficer
 
Gil ecn2013 ppt
Gil ecn2013 pptGil ecn2013 ppt
Gil ecn2013 pptECNOfficer
 
Dm smith ecn2013
Dm smith ecn2013Dm smith ecn2013
Dm smith ecn2013ECNOfficer
 
Abrahamson ecn2013 evaluating_naturalhistorycollectionuse
Abrahamson ecn2013 evaluating_naturalhistorycollectionuseAbrahamson ecn2013 evaluating_naturalhistorycollectionuse
Abrahamson ecn2013 evaluating_naturalhistorycollectionuseECNOfficer
 
Furth ecn 2013
Furth ecn 2013Furth ecn 2013
Furth ecn 2013ECNOfficer
 

More from ECNOfficer (20)

Janzen ecn2013
Janzen ecn2013Janzen ecn2013
Janzen ecn2013
 
Nearns ecn2013
Nearns ecn2013Nearns ecn2013
Nearns ecn2013
 
Krell ecn2013
Krell ecn2013Krell ecn2013
Krell ecn2013
 
D paul ecn2013
D paul ecn2013D paul ecn2013
D paul ecn2013
 
Giddens ecn2013
Giddens ecn2013Giddens ecn2013
Giddens ecn2013
 
Rubinoff ecn2013 uhim
Rubinoff ecn2013 uhimRubinoff ecn2013 uhim
Rubinoff ecn2013 uhim
 
Mc alister ecn2013
Mc alister ecn2013Mc alister ecn2013
Mc alister ecn2013
 
Dombroskie ecn2013
Dombroskie ecn2013Dombroskie ecn2013
Dombroskie ecn2013
 
Dmitriev ecn2013
Dmitriev ecn2013Dmitriev ecn2013
Dmitriev ecn2013
 
Oboyski ecn2013
Oboyski ecn2013Oboyski ecn2013
Oboyski ecn2013
 
Thomas ecn2013
Thomas ecn2013Thomas ecn2013
Thomas ecn2013
 
Jones ecn2013 the_goodbadugly conabio
Jones ecn2013 the_goodbadugly conabioJones ecn2013 the_goodbadugly conabio
Jones ecn2013 the_goodbadugly conabio
 
Austin ecn2013
Austin ecn2013Austin ecn2013
Austin ecn2013
 
Yu ecn2013 cnc_databasing
Yu ecn2013 cnc_databasingYu ecn2013 cnc_databasing
Yu ecn2013 cnc_databasing
 
Solis ecn2013 usfws
Solis ecn2013 usfwsSolis ecn2013 usfws
Solis ecn2013 usfws
 
Schuh ecn2013 tcn_data_structure
Schuh ecn2013 tcn_data_structureSchuh ecn2013 tcn_data_structure
Schuh ecn2013 tcn_data_structure
 
Gil ecn2013 ppt
Gil ecn2013 pptGil ecn2013 ppt
Gil ecn2013 ppt
 
Dm smith ecn2013
Dm smith ecn2013Dm smith ecn2013
Dm smith ecn2013
 
Abrahamson ecn2013 evaluating_naturalhistorycollectionuse
Abrahamson ecn2013 evaluating_naturalhistorycollectionuseAbrahamson ecn2013 evaluating_naturalhistorycollectionuse
Abrahamson ecn2013 evaluating_naturalhistorycollectionuse
 
Furth ecn 2013
Furth ecn 2013Furth ecn 2013
Furth ecn 2013
 

Recently uploaded

20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
Matthew Sinclair
 
PCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase TeamPCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase Team
ControlCase
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
DianaGray10
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
nkrafacyberclub
 
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
 
GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...
ThomasParaiso2
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
KatiaHIMEUR1
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neo4j
 
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
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Aggregage
 
Free Complete Python - A step towards Data Science
Free Complete Python - A step towards Data ScienceFree Complete Python - A step towards Data Science
Free Complete Python - A step towards Data Science
RinaMondal9
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
DianaGray10
 
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
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 

Recently uploaded (20)

20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
 
PCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase TeamPCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase Team
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
 
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
 
GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
 
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 -...
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
 
Free Complete Python - A step towards Data Science
Free Complete Python - A step towards Data ScienceFree Complete Python - A step towards Data Science
Free Complete Python - A step towards Data Science
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
 
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
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 

Price2 ecn2013