Data centers - Economies of scale

•

0 likes•893 views

Jean-François Caenen

Technology Business

Data Centers: Economies of Scale
Economies of scale in 2006 for medium-sized datacenter (~1000 servers)
vs. very large datacenter (~50,000 servers)

7.1 7.1

5.7

1 1 1
Network Storage Administration
Source:
HAMILTON, J. Internet-Scale Service Efﬁciency. In Large-Scale Distributed Systems and
Middleware (LADIS) Workshop (September 2008)
http://mvdirona.com/jrh/TalksAndPapers/JamesRH_Ladis2008.pdf

Together. Free your energies
1

More Related Content

Viewers also liked

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

IxDA Portland - Is It Usable yet?

IxDA Portland - Is It Usable yet?

IxDA Portland - Is It Usable yet?

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Hans Mestrum videofilm expert

Trying to understand the intersection between Business & Technology

Trying to understand the intersection between Business & Technology

Trying to understand the intersection between Business & Technology

Jean-François Caenen

Capgemini@owf2011 build to cloud using open source technologies

Capgemini@owf2011 build to cloud using open source technologies

Capgemini@owf2011 build to cloud using open source technologies

Jean-François Caenen

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Jean-François Caenen

Viewers also liked (6)

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

Zagrożenia dla aplikacji bankowych i sposoby zmniejszania ryzyka

IxDA Portland - Is It Usable yet?

IxDA Portland - Is It Usable yet?

IxDA Portland - Is It Usable yet?

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Duurzaam - Gewichtsoptimalisatie En Voertuigontwerp, Lightweight Structures

Trying to understand the intersection between Business & Technology

Trying to understand the intersection between Business & Technology

Trying to understand the intersection between Business & Technology

Capgemini@owf2011 build to cloud using open source technologies

Capgemini@owf2011 build to cloud using open source technologies

Capgemini@owf2011 build to cloud using open source technologies

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Cloud commputing impacts sur la façon de pensée les SI et la DSI

Similar to Data centers - Economies of scale

1 ieee98

Today’s data centers are being asked to do more with little additional financial support forthcoming. They are under a constant barrage to do things faster, more inexpensively and with no disruption to the revenue-‐generating part of the company. Frequently, they are experiencing 24 X 7 operations, numerous new application deployments and explosive data growth. Data storage often becomes a crucial limiting factor to meeting these stringent demands. Faced with these seemingly insurmountable challenges, CIO’s are discovering that the old way of responding to application and data growth is unacceptable. That is, the outdated “rip and replace” method to improve capacity and IO performance, which often meant disruptive migration, doesn’t work anymore. Instead, a more nimble alternative is needed. In response to this need for storage agility, NetApp has recently released a new version of their storage operating environment called Data ONTAP® 8.1. This new software update successfully eliminates many problems of typical monolithic or legacy storage systems.

NetApp Unified Scale-Out/Clustered Storage

NetApp Unified Scale-Out/Clustered Storage

NetApp Unified Scale-Out/Clustered Storage

10 fn s33

How To pronounce XAP

How To pronounce XAP

How To pronounce XAP

IBM Systems and Technology Group Executive Brief Power Systems The Value of Virtualized Consolidation Effortlessly balance workloads, easily meet business demands with IBM POWER7 Systems More data, more applications, less utilization Table of Contents 1 More data, more applications, less utilization 1 Smarter systems to meet workload demands 2 The advantages of virtualized consolidation 4 More performance, less consumption 4 Smarter systems: delivering capacity and scalability when you need it

The value of virtualized consolidation

The value of virtualized consolidation

The value of virtualized consolidation

IBM India Smarter Computing

Megastore providing scalable, highly available storage for interactive services

Megastore providing scalable, highly available storage for interactive services

Megastore providing scalable, highly available storage for interactive services

João Gabriel Lima

Cidr11 paper32

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

bulk ieee projects in pondicherry,ieee projects in pondicherry,final year ieee projects in pondicherry Nexgen Technology Address: Nexgen Technology No :66,4th cross,Venkata nagar, Near SBI ATM, Puducherry. Email Id: praveen@nexgenproject.com. www.nexgenproject.com Mobile: 9751442511,9791938249 Telephone: 0413-2211159. NEXGEN TECHNOLOGY as an efficient Software Training Center located at Pondicherry with IT Training on IEEE Projects in Android,IEEE IT B.Tech Student Projects, Android Projects Training with Placements Pondicherry, IEEE projects in pondicherry, final IEEE Projects in Pondicherry , MCA, BTech, BCA Projects in Pondicherry, Bulk IEEE PROJECTS IN Pondicherry.So far we have reached almost all engineering colleges located in Pondicherry and around 90km

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

Nexgen Technology

bulk ieee projects in pondicherry,ieee projects in pondicherry,final year ieee projects in pondicherry Nexgen Technology Address: Nexgen Technology No :66,4th cross,Venkata nagar, Near SBI ATM, Puducherry. Email Id: praveen@nexgenproject.com. www.nexgenproject.com Mobile: 9751442511,9791938249 Telephone: 0413-2211159. NEXGEN TECHNOLOGY as an efficient Software Training Center located at Pondicherry with IT Training on IEEE Projects in Android,IEEE IT B.Tech Student Projects, Android Projects Training with Placements Pondicherry, IEEE projects in pondicherry, final IEEE Projects in Pondicherry , MCA, BTech, BCA Projects in Pondicherry, Bulk IEEE PROJECTS IN Pondicherry.So far we have reached almost all engineering colleges located in Pondicherry and around 90km

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

Nexgen Technology

Pulse Smarter Computing

Pulse Smarter Computing

Pulse Smarter Computing

PowerHA for i

01 infra ti o que e um data center

01 infra ti o que e um data center

01 infra ti o que e um data center

Claudiney Silva

Analysis of SOFTWARE DEFINED STORAGE (SDS)

Analysis of SOFTWARE DEFINED STORAGE (SDS)

Analysis of SOFTWARE DEFINED STORAGE (SDS)

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

Shakas Technologies

Introduction to Cloud Service Design

Introduction to Cloud Service Design

Introduction to Cloud Service Design

When searching for a converged infrastructure solution to quickly deploy to your data center, choosing a complete solution that requires no additional testing and configuration before deployment can be a great asset to your organization. An easy-to-deploy, highly scalable solution that has the ability to meet your workload requirements and provides administrators with flexibility is vital to running an efficient data center. In our tests, the Dell Active System 800 provided ample performance to drive the needs of a 1,000-person organization using multiple collaboration applications and order-processing applications, even using only two Dell PowerEdge M620 blade servers in the configuration. Adding more I/O intensive workloads to the configuration and placing power caps on the servers did not negatively affect performance; the Dell Active System 800 was able to perform well for all end-users while providing flexibility for administrators.

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

Principled Technologies

Cloud Computing is the latest networking technology and also popular archetype for hosting the application and delivering of services over the network. The foremost technology of the cloud computing is virtualization which enables of building the applications, dynamically sharing of resources and providing diverse services to the cloud users. With virtualization, a service provider can guarantee Quality of Service to the user at the same time as achieving higher server consumption and energy competence. One of the most important challenges in the cloud computing environment is the VM placemnt and task scheduling problem. This paper focus on Metaheuristic Swarm Optimisation Algorithms(MSOA) deals with the problem of VM placement and Task scheduling in cloud environment. The MSOA is a simple parallel algorithm that can be applied in different ways to resolve the task scheduling problems. The proposed algorithm is considered an amalgamation of the SO algorithm and the Cuckoo search (CS) algorithm; called MSOACS. The proposed algorithm is evaluated using Cloudsim Simulator. The results proves the reduction of the makespan and increase the utilization ratio of the proposed MSOACS algorithm compared with SOA algorithms and Randomised Allocation Allocation (RA).

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

Journal For Research

During genomics life science research, the data volume of whole genomics and life science algorithm is going bigger and bigger, which is calculated as TB, PB or EB etc. The key problem will be how to store and analyze the data with optimized way. This paper demonstrates how Intel Big Data Technology and Architecture help to facilitate and accelerate the genomics life science research in data store and utilization. Intel defines high performance GenomicsDB for variant call data query and Lustre filesystem with Hierarchal Storage Management for genomics data store. Based on these great technology, Intel defines genomics knowledge share and exchange architecture, which is landed and validated in BGI China and Shanghai Children Hospital with very positive feedback. And these big data technology can definitely be scaled to much more genomics life science partners in the world.

Big Data Technology Accelerate Genomics Precision Medicine

Big Data Technology Accelerate Genomics Precision Medicine

Big Data Technology Accelerate Genomics Precision Medicine

Similar to Data centers - Economies of scale (20)

1 ieee98

NetApp Unified Scale-Out/Clustered Storage

NetApp Unified Scale-Out/Clustered Storage

NetApp Unified Scale-Out/Clustered Storage

10 fn s33

How To pronounce XAP

How To pronounce XAP

How To pronounce XAP

The value of virtualized consolidation

The value of virtualized consolidation

The value of virtualized consolidation

Megastore providing scalable, highly available storage for interactive services

Megastore providing scalable, highly available storage for interactive services

Megastore providing scalable, highly available storage for interactive services

Cidr11 paper32

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Dr.Hadoop- an infinite scalable metadata management for Hadoop-How the baby e...

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

Summary of "YCSB " paper for nosql summer reading in Tokyo" on Sep 15, 2010

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

Pulse Smarter Computing

Pulse Smarter Computing

Pulse Smarter Computing

PowerHA for i

01 infra ti o que e um data center

01 infra ti o que e um data center

01 infra ti o que e um data center

Analysis of SOFTWARE DEFINED STORAGE (SDS)

Analysis of SOFTWARE DEFINED STORAGE (SDS)

Analysis of SOFTWARE DEFINED STORAGE (SDS)

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

ENERGY-AWARE LOAD BALANCING AND APPLICATION SCALING FOR THE CLOUD ECOSYSTEM

Introduction to Cloud Service Design

Introduction to Cloud Service Design

Introduction to Cloud Service Design

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

Dell Active System 800 Converged Infrastructure solution: User collaboration ...

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

TASK SCHEDULING USING AMALGAMATION OF MET HEURISTICS SWARM OPTIMIZATION ALGOR...

Big Data Technology Accelerate Genomics Precision Medicine

Big Data Technology Accelerate Genomics Precision Medicine

Big Data Technology Accelerate Genomics Precision Medicine

More from Jean-François Caenen

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Jean-François Caenen

Enterprise Architecture in the Business Technology Age

Enterprise Architecture in the Business Technology Age

Enterprise Architecture in the Business Technology Age

Jean-François Caenen

Agile@scale

Jean-François Caenen

Cloud Computing for Enterprise Architects

Cloud Computing for Enterprise Architects

Cloud Computing for Enterprise Architects

Jean-François Caenen

Les enjeux du Poste de Travail

Les enjeux du Poste de Travail

Les enjeux du Poste de Travail

Jean-François Caenen

Enterprise Applications in 2011

Enterprise Applications in 2011

Enterprise Applications in 2011

Jean-François Caenen

Search Based Application: Facilitez vous le MDM !

Search Based Application: Facilitez vous le MDM !

Search Based Application: Facilitez vous le MDM !

Jean-François Caenen

20110325 fin ère du pc

20110325 fin ère du pc

20110325 fin ère du pc

Jean-François Caenen

20110325 integration applications

20110325 integration applications

20110325 integration applications

Jean-François Caenen

Capgemini @ cloudforce paris 2011

Capgemini @ cloudforce paris 2011

Capgemini @ cloudforce paris 2011

Jean-François Caenen

20110117 développer la capacité d’innovation

20110117 développer la capacité d’innovation

20110117 développer la capacité d’innovation

Jean-François Caenen

3 business technology trends in b2b

3 business technology trends in b2b

3 business technology trends in b2b

Jean-François Caenen

Je passe au cloud computing Que faire de l'existant

Je passe au cloud computing Que faire de l'existant

Je passe au cloud computing Que faire de l'existant

Jean-François Caenen

Innovations & Défis 2011 de la DSI - Capgemini

Innovations & Défis 2011 de la DSI - Capgemini

Innovations & Défis 2011 de la DSI - Capgemini

Jean-François Caenen

Paris 20 enterprise 20 - capgemini jf caenen

Paris 20 enterprise 20 - capgemini jf caenen

Paris 20 enterprise 20 - capgemini jf caenen

Jean-François Caenen

Cloud Academy 17022010 Concepts

Cloud Academy 17022010 Concepts

Cloud Academy 17022010 Concepts

Jean-François Caenen

Cloud Academy 24032010 Cloud Public Privé

Cloud Academy 24032010 Cloud Public Privé

Cloud Academy 24032010 Cloud Public Privé

Jean-François Caenen

Usi 2009 Gouvernance Jf Caenen

Usi 2009 Gouvernance Jf Caenen

Usi 2009 Gouvernance Jf Caenen

Jean-François Caenen

More from Jean-François Caenen (18)

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Faire évoluer, faire grandir ou faire disparaître l'Architecture d'Entreprise...

Enterprise Architecture in the Business Technology Age

Enterprise Architecture in the Business Technology Age

Enterprise Architecture in the Business Technology Age

Agile@scale

Cloud Computing for Enterprise Architects

Cloud Computing for Enterprise Architects

Cloud Computing for Enterprise Architects

Les enjeux du Poste de Travail

Les enjeux du Poste de Travail

Les enjeux du Poste de Travail

Enterprise Applications in 2011

Enterprise Applications in 2011

Enterprise Applications in 2011

Search Based Application: Facilitez vous le MDM !

Search Based Application: Facilitez vous le MDM !

Search Based Application: Facilitez vous le MDM !

20110325 fin ère du pc

20110325 fin ère du pc

20110325 fin ère du pc

20110325 integration applications

20110325 integration applications

20110325 integration applications

Capgemini @ cloudforce paris 2011

Capgemini @ cloudforce paris 2011

Capgemini @ cloudforce paris 2011

20110117 développer la capacité d’innovation

20110117 développer la capacité d’innovation

20110117 développer la capacité d’innovation

3 business technology trends in b2b

3 business technology trends in b2b

3 business technology trends in b2b

Je passe au cloud computing Que faire de l'existant

Je passe au cloud computing Que faire de l'existant

Je passe au cloud computing Que faire de l'existant

Innovations & Défis 2011 de la DSI - Capgemini

Innovations & Défis 2011 de la DSI - Capgemini

Innovations & Défis 2011 de la DSI - Capgemini

Paris 20 enterprise 20 - capgemini jf caenen

Paris 20 enterprise 20 - capgemini jf caenen

Paris 20 enterprise 20 - capgemini jf caenen

Cloud Academy 17022010 Concepts

Cloud Academy 17022010 Concepts

Cloud Academy 17022010 Concepts

Cloud Academy 24032010 Cloud Public Privé

Cloud Academy 24032010 Cloud Public Privé

Cloud Academy 24032010 Cloud Public Privé

Usi 2009 Gouvernance Jf Caenen

Usi 2009 Gouvernance Jf Caenen

Usi 2009 Gouvernance Jf Caenen

Recently uploaded

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

How to Check CNIC Information Online with Pakdata cf

How to Check CNIC Information Online with Pakdata cf

How to Check CNIC Information Online with Pakdata cf

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

rightmanforbloodline

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

At its core, the challenge of managing Human Resources data is an integration challenge: estimates range from 2-3 HR systems in use at a typical SMB, up to a few dozen systems implemented amongst enterprise HR departments, and these systems seldom integrate seamlessly between themselves. Providing a multi-tenant, cloud-native solution to integrate these hundreds of HR-related systems, normalize their disparate data models and then render that consolidated information for stakeholder decision making has been a substantial undertaking, but one significantly eased by leveraging Ballerina. In this session, we’ll cover: The overall software architecture for VHR’s Cloud Data Platform Critical decision points leading to adoption of Ballerina for the CDP Ballerina’s role in multiple evolutionary steps to the current architecture Roadmap for the CDP architecture and plans for Ballerina WSO2’s partnership in bringing continual success for the CD

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Christopher Logan Kennedy

Key topics covered: - Understanding the basics of IAM and its significance in the modern enterprise. IAM in a platformless environment - Tackling real-world issues like prioritizing frictionless yet secure user access, securing high-value APIs, integrating to business, compliance, and adapting to cloud native environments with scalable solutions - Practical demonstrations of how WSO2 products can be instrumental in deploying efficient IAM solutions - Preparing for upcoming trends and innovations in identity management

Navigating Identity and Access Management in the Modern Enterprise

Navigating Identity and Access Management in the Modern Enterprise

Navigating Identity and Access Management in the Modern Enterprise

Quantum Leap in Next-Generation Computing

Quantum Leap in Next-Generation Computing

Quantum Leap in Next-Generation Computing

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Jeffrey Haguewood

In the ever-evolving landscape of data management, Zero-ETL is an approach that is reshaping how businesses handle and integrate their data. This webinar explores Zero-ETL, a paradigm shift from the traditional Extract, Transform, Load (ETL) process, offering a more streamlined, efficient, and real-time data integration method. We will begin with an introduction to the concept of Zero-ETL, including how it allows direct access to data in its native environment and real-time data transformation, providing up-to-date information with significantly reduced data redundancy. Next, we'll take you through several demonstrations showing how Zero-ETL can deliver real-time data and enable the free movement of data between systems. We will also discuss the various tools that support all aspects of Zero-ETL, providing attendees with an understanding of how they can adopt this innovative approach in their organizations. Lastly, the session will conclude with an interactive Q&A segment, allowing participants to gain deeper insights into how Zero-ETL can be tailored to their specific business needs and how they can get started today. Join us to discover how Zero-ETL can elevate your organization's data strategy.

The Zero-ETL Approach: Enhancing Data Agility and Insight

The Zero-ETL Approach: Enhancing Data Agility and Insight

The Zero-ETL Approach: Enhancing Data Agility and Insight

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

The microservices honeymoon is over. When starting a new project or revamping a legacy monolith, teams started looking for alternatives to microservices. The Modular Monolith, or 'Modulith', is an architecture that reaps the benefits of (vertical) functional decoupling without the high costs associated with separate deployments. This talk will delve into the advantages and challenges of this progressive architecture, beginning with exploring the concept of a 'module', its internal structure, public API, and inter-module communication patterns. Supported by spring-modulith, the talk provides practical guidance on addressing the main challenges of a Modultith Architecture: finding and guarding module boundaries, data decoupling, and integration module-testing. You should not miss this talk if you are a software architect or tech lead seeking practical, scalable solutions. About the author With two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Simplifying Mobile A11y Presentation.pptx

Simplifying Mobile A11y Presentation.pptx

Simplifying Mobile A11y Presentation.pptx

Architecting Cloud Native Applications

Architecting Cloud Native Applications

Architecting Cloud Native Applications

Explore the latest trends and insights on JavaScript usage with Pixlogix's informative blog. Discover key statistics and facts about JavaScript's role in web development, its popularity among developers, and its impact on modern websites. Stay updated with the evolving landscape of JavaScript frameworks and libraries, and learn how they're shaping the future of web development. Gain valuable insights to enhance your JavaScript skills and stay ahead in the digital realm.

JavaScript Usage Statistics 2024 - The Ultimate Guide

JavaScript Usage Statistics 2024 - The Ultimate Guide

JavaScript Usage Statistics 2024 - The Ultimate Guide

Pixlogix Infotech

Retrieval augmented generation (RAG) is the most popular style of large language model application to emerge from 2023. The most basic style of RAG works by vectorizing your data and injecting it into a vector database like Milvus for retrieval to augment the text output generated by an LLM. This is just the beginning. One of the ways that we can extend RAG, and extend AI, is through multilingual use cases. Typical RAG is done in English using embedding models that are trained in English. In this talk, we’ll explore how RAG could work in languages other than English. We’ll explore French, Chinese, and Polish.

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

In the dynamic field of DevOps, the quest for efficiency and productivity is endless. This talk introduces a revolutionary toolkit: Large Language Models (LLMs), including ChatGPT, Gemini, and Claude, extending far beyond traditional coding assistance. We'll explore how LLMs can automate not just code generation, but also transform day-to-day operations such as crafting compelling cover letters for TPS reports, streamlining client communications, and architecting innovative DevOps solutions. Attendees will learn effective prompting strategies and examine real-life use cases, demonstrating LLMs' potential to redefine productivity in the DevOps landscape. Join us to discover how to harness the power of LLMs for a comprehensive productivity boost across your DevOps activities.

ChatGPT and Beyond - Elevating DevOps Productivity

ChatGPT and Beyond - Elevating DevOps Productivity

ChatGPT and Beyond - Elevating DevOps Productivity

VictorSzoltysek

Recently uploaded (20)

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

How to Check CNIC Information Online with Pakdata cf

How to Check CNIC Information Online with Pakdata cf

How to Check CNIC Information Online with Pakdata cf

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Navigating Identity and Access Management in the Modern Enterprise

Navigating Identity and Access Management in the Modern Enterprise

Navigating Identity and Access Management in the Modern Enterprise

Quantum Leap in Next-Generation Computing

Quantum Leap in Next-Generation Computing

Quantum Leap in Next-Generation Computing

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

The Zero-ETL Approach: Enhancing Data Agility and Insight

The Zero-ETL Approach: Enhancing Data Agility and Insight

The Zero-ETL Approach: Enhancing Data Agility and Insight

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Simplifying Mobile A11y Presentation.pptx

Simplifying Mobile A11y Presentation.pptx

Simplifying Mobile A11y Presentation.pptx

Architecting Cloud Native Applications

Architecting Cloud Native Applications

Architecting Cloud Native Applications

JavaScript Usage Statistics 2024 - The Ultimate Guide

JavaScript Usage Statistics 2024 - The Ultimate Guide

JavaScript Usage Statistics 2024 - The Ultimate Guide

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

ChatGPT and Beyond - Elevating DevOps Productivity

ChatGPT and Beyond - Elevating DevOps Productivity

ChatGPT and Beyond - Elevating DevOps Productivity

Data centers - Economies of scale

1. Data Centers: Economies of Scale Economies of scale in 2006 for medium-sized datacenter (~1000 servers) vs. very large datacenter (~50,000 servers) 7.1 7.1 5.7 1 1 1 Network Storage Administration Source: HAMILTON, J. Internet-Scale Service Efﬁciency. In Large-Scale Distributed Systems and Middleware (LADIS) Workshop (September 2008) http://mvdirona.com/jrh/TalksAndPapers/JamesRH_Ladis2008.pdf Together. Free your energies 1