SlideShare a Scribd company logo
1 of 85
Download to read offline
journeys from logging
towards manage clients
for incident response
zentral
@head_min
Henry Stamerjohann
consultant, systems engineer
Apfelwerk GmbH & Co. KG, Germany
whoami
where are we going
• logging
• events
• tools
• zentral ?
• central
• centrally
• pivotal
• polar
[zen-t-ral], adj.zentral
open source tool to gather,
process, and monitor events
basics
Client management
Events
Computer Admin
Filter Action
Tools
log controlaudit
aggregate system state, logs,
and enforce management
collect records, store event data
• system
• user
• applications
logging
• know about errors
• early warning of suspicious activity
• evidence to find what went wrong
• reduce event data with filtering
• aggregate/forward logs from multiple sources
logging
• examine system.log & other log files
• Apple System Logging facility (ASL), Syslog APIs
• error or status events
• system processes
logging (pre Sierra)
tools like tail, grep
for keyword search
syslog
NOTE: Most system logs have moved
to a new logging system.
See log(1) for more information.
• new Unified Logging
• very little goes to system.log file now
• new Console.app and command line tool "log"
• logs stored in a compressed binary format
• different persistent settings configurable
logging (in Sierra)
log shipping not (yet)
implemented
why ?
events are everything,
and everything is events
Google Santa
• binary black-/whitelisting system for macOS
• keeps track of binaries in macOS
• event logging (hint: log aggregation)
• local-only rules or sync with server
• developed by Google
https://github.com/ google/santa
Google Santa
• client mode MONITOR
• client mode LOCKDOWN (defaults deny)
• WhitelistRegex/BlacklistRegex for paths
• Zentral is a log & configuration server for Santa
Google Santa
full audit trail on
binary executions
osquery
• ask questions about infrastructure
• query system state with simple SQL syntax
• low-level operating system analytics
• multi platform support (mac, linux, windows)
• developed by Facebook
https://osquery.io
osquery
• distributed queries
• file integrity monitoring
• osquery Packs
• import as feeds to Zentral
• Zentral is a log & configuration server for osquery
osquery
customize audit trail
• log data aggregated from infrastructure
• traditional log collection (modernized aproach)
• shipped to Logstash, ingested by Zentral
• multi platform support (mac, linux, windows)
• Logstash, Beats by Elastic
https://elastic.co
ELK / Logstash + Beats
• Logstash ecosystem available
• ElasticSearch is the datastore for events in Zentral
• Kibana is used for event visualization
• full ELK stack is integrated in Zentral
ELK / Logstash + Beats
centralized log events
from infrastucture
• robust infrastructure monitoring
• traditional server monitoring
• uptime, downtime, and performance
• Nagios instances push host & service events
to Zentral (event handlers)
Nagios / Icinga
infrastructure state
monitoring
Inventory
Inventory
to link events with clients
• multiple inventory sources
• background sync
• push / pull
Push inventory Pull inventory
Munki
osquery
Santa
Zentral
?
ActionsEvents
gather, process,
and monitor
events
Actions
Email
Events
osquery
Santa
Munki
gather, process,
and monitor
events
Configuration
osquery
Santa
Munki
osquery
Santa
Inventory
Munki
Munki
Events
osquery Santa
gather, process,
and monitor
events
Email
Actions
Zentral is a open hub
for your deployed tools
Demo
Objective:
connect inventory to Zentral
Inventory Events
Scenario
• Filebeat log shipping already configured
• configure and use Jamf Webhooks
• create Events Probe w/ filter
• inspect client events & server logs
scope of work goes beyond a single host there are tons of engineering and security considerations
Summary
• Jamf Pro connects with Zentral
• Jamf Webhooks push events to Zentral
• Filebeat aggregates logfile data from JSS
• Probe filters scope to specific events
combine endpoint events
& server logs
Munki:
• Munki events from endpoints
• Logfile from MunkiRepo web-server
Jamf Pro:
• Logfiles from Jamf distribution points
Variations
Probes
Probes are
• filters
• configuration
• actions
Demo
Objective:
osquery audit / compliance
Events Configuration Actions
Scenario
• remove MDM profile
• osquery Probe for change detection
• automate remediation
• review event history
Summary
• osquery detect config change on client
• Probe is triggered back by osquery
• Jamf group change action trigger by Zentral
• Jamf policy scoped for mitigation, re-installs
MDM profile
audit trail for management
frameworks
Incident response
the quality of response can make a difference
• find weak spots
• search for more information
• not only focus on things that are broken
• look also at the big picture
• review change events over time
because incidents happen…
@llauren
To protect ourselves against the
incompetent and the malignant…
Be a sysadmin. What a life.
Demo
Objective:
Control privileged accounts
Events Configuration Actions
Scenario
• User with admin privileges
• Santa in LOCKDOWN mode
• binary execution: defaults deny
Summary
• Santa config controlled by Zentral
• Santa blocks unknown binaries by default
• developer tools are usable and behave well
• admin privileges with security belt
control and monitor
endpoints
Client Enrollment
• Settings
• download .pkg
Zentral
combine powerful existing
tools to meet your
operational requirements
deployment
simple Zentral all-in-one
• Amazon AWS (prod. / eval.)
• GoogleCloudServices (prod. / eval.)
• Vagrant box (evaluation)
• VMware .ova (evaluation)
• docker-compose (dev. / eval.)
deployment
support options
(free) community support via github
paid support contract on request: dev@zentral.io
• SaaS (cloud based service)
• professional services, custom development
• integration support (on premise)
• Munki manifests management (on request)
support options
info & doku
GitHub: https://github.com/zentralopensource
Website: https://zentral.io
Tutorials: goo.gl/qsIVkl
Ebook: https://leanpub.com/zentral
info & doku
We run 1/2 day workshops at some MacAdmin
meetups in Europe during Q1/Q2 2017
talk to us
workshops
thank you !
Q & A
Zentral london mac_ad_uk_2017

More Related Content

What's hot

SplunkSummit 2015 - Security Ninjitsu
SplunkSummit 2015 - Security NinjitsuSplunkSummit 2015 - Security Ninjitsu
SplunkSummit 2015 - Security NinjitsuSplunk
 
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...Nagios
 
Stabilizing the Jenga tower: Scaling out Ceilometer
Stabilizing the Jenga tower: Scaling out CeilometerStabilizing the Jenga tower: Scaling out Ceilometer
Stabilizing the Jenga tower: Scaling out CeilometerPradeep Kilambi
 
Mistral and StackStorm
Mistral and StackStormMistral and StackStorm
Mistral and StackStormDmitri Zimine
 
Monitoring kubernetes across data center and cloud
Monitoring kubernetes across data center and cloudMonitoring kubernetes across data center and cloud
Monitoring kubernetes across data center and cloudDatadog
 
Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Henry Stamerjohann
 
Windows iot barone
Windows iot baroneWindows iot barone
Windows iot baroneDotNetCampus
 
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...Karl Ots
 
Real-time data analysis using ELK
Real-time data analysis using ELKReal-time data analysis using ELK
Real-time data analysis using ELKJettro Coenradie
 
REST APIs for the Internet of Things
REST APIs for the Internet of ThingsREST APIs for the Internet of Things
REST APIs for the Internet of ThingsMichael Koster
 
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...Amazon Web Services
 
Efficient monitoring and alerting
Efficient monitoring and alertingEfficient monitoring and alerting
Efficient monitoring and alertingTobias Schmidt
 
Samza: Real-time Stream Processing at LinkedIn
Samza: Real-time Stream Processing at LinkedInSamza: Real-time Stream Processing at LinkedIn
Samza: Real-time Stream Processing at LinkedInC4Media
 
AWS Loft Talk: Behind the Scenes with SignalFx
AWS Loft Talk: Behind the Scenes with SignalFxAWS Loft Talk: Behind the Scenes with SignalFx
AWS Loft Talk: Behind the Scenes with SignalFxSignalFx
 
Scalable and Reliable Logging at Pinterest
Scalable and Reliable Logging at PinterestScalable and Reliable Logging at Pinterest
Scalable and Reliable Logging at PinterestKrishna Gade
 
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015Datadog
 

What's hot (20)

SplunkSummit 2015 - Security Ninjitsu
SplunkSummit 2015 - Security NinjitsuSplunkSummit 2015 - Security Ninjitsu
SplunkSummit 2015 - Security Ninjitsu
 
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...
Nagios Conference 2014 - Konstantin Benz - Monitoring Openstack The Relations...
 
Stabilizing the Jenga tower: Scaling out Ceilometer
Stabilizing the Jenga tower: Scaling out CeilometerStabilizing the Jenga tower: Scaling out Ceilometer
Stabilizing the Jenga tower: Scaling out Ceilometer
 
Mistral and StackStorm
Mistral and StackStormMistral and StackStorm
Mistral and StackStorm
 
Monitoring kubernetes across data center and cloud
Monitoring kubernetes across data center and cloudMonitoring kubernetes across data center and cloud
Monitoring kubernetes across data center and cloud
 
Splunk
SplunkSplunk
Splunk
 
OpenStack Ceilometer
OpenStack CeilometerOpenStack Ceilometer
OpenStack Ceilometer
 
Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017
 
Windows iot barone
Windows iot baroneWindows iot barone
Windows iot barone
 
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...
UpdateConf 2018: Monitoring real-life Azure applications: When to use what an...
 
Real-time data analysis using ELK
Real-time data analysis using ELKReal-time data analysis using ELK
Real-time data analysis using ELK
 
REST APIs for the Internet of Things
REST APIs for the Internet of ThingsREST APIs for the Internet of Things
REST APIs for the Internet of Things
 
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...
Monitoring, Hold the Infrastructure - Getting the Most out of AWS Lambda – Da...
 
Efficient monitoring and alerting
Efficient monitoring and alertingEfficient monitoring and alerting
Efficient monitoring and alerting
 
Samza: Real-time Stream Processing at LinkedIn
Samza: Real-time Stream Processing at LinkedInSamza: Real-time Stream Processing at LinkedIn
Samza: Real-time Stream Processing at LinkedIn
 
Datadog- Monitoring In Motion
Datadog- Monitoring In Motion Datadog- Monitoring In Motion
Datadog- Monitoring In Motion
 
AWS Loft Talk: Behind the Scenes with SignalFx
AWS Loft Talk: Behind the Scenes with SignalFxAWS Loft Talk: Behind the Scenes with SignalFx
AWS Loft Talk: Behind the Scenes with SignalFx
 
Ceilometer + Heat = Alarming
Ceilometer + Heat = Alarming Ceilometer + Heat = Alarming
Ceilometer + Heat = Alarming
 
Scalable and Reliable Logging at Pinterest
Scalable and Reliable Logging at PinterestScalable and Reliable Logging at Pinterest
Scalable and Reliable Logging at Pinterest
 
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015
Docker Usage Patterns - Meetup Docker Paris - November, 10th 2015
 

Similar to Zentral london mac_ad_uk_2017

RuSIEM overview (english version)
RuSIEM overview (english version)RuSIEM overview (english version)
RuSIEM overview (english version)Olesya Shelestova
 
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...Flink Forward
 
All Your Security Events Are Belong to ... You!
All Your Security Events Are Belong to ... You!All Your Security Events Are Belong to ... You!
All Your Security Events Are Belong to ... You!Xavier Mertens
 
ADDO Open Source Observability Tools
ADDO Open Source Observability Tools ADDO Open Source Observability Tools
ADDO Open Source Observability Tools Mickey Boxell
 
Cashing in on logging and exception data
Cashing in on logging and exception dataCashing in on logging and exception data
Cashing in on logging and exception dataStackify
 
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Events
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended EventsSQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Events
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Eventssqlserver.co.il
 
Itsummit2015 blizzard
Itsummit2015 blizzardItsummit2015 blizzard
Itsummit2015 blizzardkevin_donovan
 
The Joy of Proactive Security
The Joy of Proactive SecurityThe Joy of Proactive Security
The Joy of Proactive SecurityAndy Hoernecke
 
Monitoring Oracle SOA Suite - UKOUG Tech15 2015
Monitoring Oracle SOA Suite - UKOUG Tech15 2015Monitoring Oracle SOA Suite - UKOUG Tech15 2015
Monitoring Oracle SOA Suite - UKOUG Tech15 2015C2B2 Consulting
 
Monitoring Oracle SOA Suite
Monitoring Oracle SOA SuiteMonitoring Oracle SOA Suite
Monitoring Oracle SOA SuiteC2B2 Consulting
 
Owasp joy of proactive security
Owasp joy of proactive securityOwasp joy of proactive security
Owasp joy of proactive securityScott Behrens
 
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...DataScienceConferenc1
 
Sybase BAM Overview
Sybase BAM OverviewSybase BAM Overview
Sybase BAM OverviewXu Jiang
 
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...NETWAYS
 
Automate: The Globus Vision (GlobusWorld Tour - UMich)
Automate: The Globus Vision (GlobusWorld Tour - UMich)Automate: The Globus Vision (GlobusWorld Tour - UMich)
Automate: The Globus Vision (GlobusWorld Tour - UMich)Globus
 
MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging Henry Stamerjohann
 
A Taste of Monitoring and Post Mortem Debugging with Node
A Taste of Monitoring and Post Mortem Debugging with Node A Taste of Monitoring and Post Mortem Debugging with Node
A Taste of Monitoring and Post Mortem Debugging with Node ibmwebspheresoftware
 

Similar to Zentral london mac_ad_uk_2017 (20)

RuSIEM overview (english version)
RuSIEM overview (english version)RuSIEM overview (english version)
RuSIEM overview (english version)
 
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...
Flink Forward Berlin 2018: Yonatan Most & Avihai Berkovitz - "Anomaly Detecti...
 
All your logs are belong to you!
All your logs are belong to you!All your logs are belong to you!
All your logs are belong to you!
 
All Your Security Events Are Belong to ... You!
All Your Security Events Are Belong to ... You!All Your Security Events Are Belong to ... You!
All Your Security Events Are Belong to ... You!
 
ADDO Open Source Observability Tools
ADDO Open Source Observability Tools ADDO Open Source Observability Tools
ADDO Open Source Observability Tools
 
Cashing in on logging and exception data
Cashing in on logging and exception dataCashing in on logging and exception data
Cashing in on logging and exception data
 
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Events
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended EventsSQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Events
SQL Explore 2012 - Tzahi Hakikat and Keren Bartal: Extended Events
 
Itsummit2015 blizzard
Itsummit2015 blizzardItsummit2015 blizzard
Itsummit2015 blizzard
 
The Joy of Proactive Security
The Joy of Proactive SecurityThe Joy of Proactive Security
The Joy of Proactive Security
 
Monitoring Oracle SOA Suite - UKOUG Tech15 2015
Monitoring Oracle SOA Suite - UKOUG Tech15 2015Monitoring Oracle SOA Suite - UKOUG Tech15 2015
Monitoring Oracle SOA Suite - UKOUG Tech15 2015
 
Monitoring Oracle SOA Suite
Monitoring Oracle SOA SuiteMonitoring Oracle SOA Suite
Monitoring Oracle SOA Suite
 
Owasp joy of proactive security
Owasp joy of proactive securityOwasp joy of proactive security
Owasp joy of proactive security
 
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...
[DSC Europe 23] Muhammad Arslan - A Journey of Auditlogs from Kafka to Elasti...
 
Sybase BAM Overview
Sybase BAM OverviewSybase BAM Overview
Sybase BAM Overview
 
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...
Nagios Conference 2007 | Enterprise Application Monitoring with Nagios by Jam...
 
Tips on SIEM Ops 2015
Tips on SIEM Ops 2015Tips on SIEM Ops 2015
Tips on SIEM Ops 2015
 
Automate: The Globus Vision (GlobusWorld Tour - UMich)
Automate: The Globus Vision (GlobusWorld Tour - UMich)Automate: The Globus Vision (GlobusWorld Tour - UMich)
Automate: The Globus Vision (GlobusWorld Tour - UMich)
 
Redundant devops
Redundant devopsRedundant devops
Redundant devops
 
MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging
 
A Taste of Monitoring and Post Mortem Debugging with Node
A Taste of Monitoring and Post Mortem Debugging with Node A Taste of Monitoring and Post Mortem Debugging with Node
A Taste of Monitoring and Post Mortem Debugging with Node
 

More from Henry Stamerjohann

JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceJamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceHenry Stamerjohann
 
Google Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolGoogle Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolHenry Stamerjohann
 
Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Henry Stamerjohann
 
Zentral combine power of osquery_santa
Zentral combine power of osquery_santaZentral combine power of osquery_santa
Zentral combine power of osquery_santaHenry Stamerjohann
 
Ansible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartAnsible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartHenry Stamerjohann
 

More from Henry Stamerjohann (6)

JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceJamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
 
Google Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolGoogle Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging tool
 
Zentral QueryCon 2018
Zentral QueryCon 2018Zentral QueryCon 2018
Zentral QueryCon 2018
 
Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018
 
Zentral combine power of osquery_santa
Zentral combine power of osquery_santaZentral combine power of osquery_santa
Zentral combine power of osquery_santa
 
Ansible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartAnsible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / Quickstart
 

Recently uploaded

IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGSujit Pal
 

Recently uploaded (20)

IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAG
 

Zentral london mac_ad_uk_2017