13 subscribers
انتقل إلى وضع عدم الاتصال باستخدام تطبيق Player FM !
Navigating the Edge: Data Management Strategies
Manage episode 463427827 series 1432815
Summary
This discussion explores the complexities and strategies surrounding edge computing and data management, highlighting the importance of security, the challenges of vendor lock-in, the implications of data repatriation, and the necessity of ensuring high-quality data for AI systems. It emphasises the need for organisations to balance edge processing with centralised storage while future-proofing their data strategies against rapid technological changes.
Building on their discussion, Jimmy Tam highlights the transformative role of edge computing in modern data management, emphasising the importance of governance, compliance, and interoperability to address the challenges of data sprawl and vendor lock-in.
Takeaways
- Edge computing is transforming how organisations manage data.
- Security at the edge is paramount to prevent intrusions.
- Data sprawl poses significant challenges for edge data management.
- Governance and compliance are essential for effective data management.
- Vendor lock-in can limit flexibility and adaptability in technology.
- Data interoperability is crucial for avoiding vendor lock-in.
- Data repatriation is a growing trend among organisations.
- AI systems require access to comprehensive data for training.
- Speed of data relevance is critical for effective AI applications.
- Flexibility in data strategies is essential for future-proofing organisations.
Sound Bites
"Data sprawl is a significant problem."
"Governance and compliance are crucial."
"Data repatriation is absolutely real."
"Speed of data relevance is critical."
Chapters
00:00 Introduction to Edge Computing and Data Management
02:53 Security Strategies for Edge Data
06:06 Vendor Lock-In and Data Interoperability
09:00 Data Repatriation and Cost Optimisation
11:57 Ensuring Quality Data for AI Systems
14:46 Balancing Edge Processing and Centralised Storage
17:59 Future-Proofing Data Strategies
133 حلقات
Manage episode 463427827 series 1432815
Summary
This discussion explores the complexities and strategies surrounding edge computing and data management, highlighting the importance of security, the challenges of vendor lock-in, the implications of data repatriation, and the necessity of ensuring high-quality data for AI systems. It emphasises the need for organisations to balance edge processing with centralised storage while future-proofing their data strategies against rapid technological changes.
Building on their discussion, Jimmy Tam highlights the transformative role of edge computing in modern data management, emphasising the importance of governance, compliance, and interoperability to address the challenges of data sprawl and vendor lock-in.
Takeaways
- Edge computing is transforming how organisations manage data.
- Security at the edge is paramount to prevent intrusions.
- Data sprawl poses significant challenges for edge data management.
- Governance and compliance are essential for effective data management.
- Vendor lock-in can limit flexibility and adaptability in technology.
- Data interoperability is crucial for avoiding vendor lock-in.
- Data repatriation is a growing trend among organisations.
- AI systems require access to comprehensive data for training.
- Speed of data relevance is critical for effective AI applications.
- Flexibility in data strategies is essential for future-proofing organisations.
Sound Bites
"Data sprawl is a significant problem."
"Governance and compliance are crucial."
"Data repatriation is absolutely real."
"Speed of data relevance is critical."
Chapters
00:00 Introduction to Edge Computing and Data Management
02:53 Security Strategies for Edge Data
06:06 Vendor Lock-In and Data Interoperability
09:00 Data Repatriation and Cost Optimisation
11:57 Ensuring Quality Data for AI Systems
14:46 Balancing Edge Processing and Centralised Storage
17:59 Future-Proofing Data Strategies
133 حلقات
كل الحلقات
×![Artwork](/static/images/128pixel.png)
1 Data Trust or Bust: The Key to AI Success 18:27
![Artwork](/static/images/128pixel.png)
1 Mapping Success: How FME Powers the San Antonio River Authority’s Data Journey 19:52
![Artwork](/static/images/128pixel.png)
1 Navigating the Edge: Data Management Strategies 20:56
![Artwork](/static/images/128pixel.png)
1 Rethinking Real-Time Analytics: Building the Foundation for Real-Time AI 22:54
![Artwork](/static/images/128pixel.png)
1 Like Peanut Butter and Jam: the Synergies of AI and Master Data 25:15
![Artwork](/static/images/128pixel.png)
1 Usage-Based Magic: Turning Cloud Data Into Dollar-Saving Decisions 19:47
![Artwork](/static/images/128pixel.png)
1 Data Drama: The Custody Battle for Your Bytes 24:12
![Artwork](/static/images/128pixel.png)
1 GenAI Investments: Are the Benefits Meeting Expectations? 25:30
![Artwork](/static/images/128pixel.png)
1 How Fivetran Automates Data Movement for Global Enterprises 13:40
![Artwork](/static/images/128pixel.png)
1 Optimising Network Traffic Costs with Vantage 18:43
![Artwork](/static/images/128pixel.png)
1 How FME is Revolutionizing Omaha's Mobility Projects 19:32
![Artwork](/static/images/128pixel.png)
1 How FME is Revolutionizing Omaha's Mobility Projects 19:32
![Artwork](/static/images/128pixel.png)
1 DoubleCloud: Mastering Real-Time Data with Open-Source 17:18
![Artwork](/static/images/128pixel.png)
1 Sustainable Sourcing: Why Accurate Data Matters 23:28
مرحبًا بك في مشغل أف ام!
يقوم برنامج مشغل أف أم بمسح الويب للحصول على بودكاست عالية الجودة لتستمتع بها الآن. إنه أفضل تطبيق بودكاست ويعمل على أجهزة اندرويد والأيفون والويب. قم بالتسجيل لمزامنة الاشتراكات عبر الأجهزة.