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Articles by Samrat Ray
What’s new in Databricks Platform security and compliance at Data + AI Summit 2026
As organizations scale data and AI, security and compliance teams face the challenge to enable AI innovation without introducing new risk. From Genie and Lakebase to serverless analytics and AI-powered applications, enterprises need security models that can scale beyond manual provisioning, static network controls, and siloed compliance programs.
Investment in Human Capital and Subjective Well‐Being in African Economies: Effect and Transmission Channels
1 Introduction For many years, African economies have adopted various policies to promote economic growth, reduce poverty, and improve the living conditions of their inhabitants (Temple and Casadella 2020). In all these strategies, investment in human capital has taken center stage (Murched 2016; Ngueregaye and Sudi 2017).
A Unified Approach to Data Exfiltration Protection on Databricks
Overview: Data exfiltration is one of the most serious security risks organizations face today. It can expose sensitive customer or business information, leading to reputational damage and regulatory penalties under laws like GDPR. The problem is that exfiltration can happen in many ways—through external attackers, insider mistakes, or malicious insiders and is often hard to detect until the damage is done.
What’s new in security and compliance at Data + AI Summit 2025
Serverless Egress Control GA, comprehensive Private Link coverage, Multi-Key Protection, compliance expansion, and more Published: June 10, 2025 Security and Trust6 min read by Suresh Thiru, Samrat Ray, Alex Esibov, Filippo Seracini and Kelly Albano Summary Serverless Egress Control is now Generally Available on AWS and Azure, enabling a deny-by-default posture and centralized network policy management for serverless workloads Databricks Multi-Key Protection delivers advanced encryption with...
Announcing egress control for serverless and model serving workloads
We are excited to announce that egress controlfor Databricks serverless and Mosaic AI Model Serving workloads is available in Public Preview on AWS and Azure! You can now configure policies to centrally control outbound access from serverless workloads across multiple products and workspaces. Serverless egress control allows you to benefit from the agility and cost efficiency of Databricks serverless offerings while protecting against data exfiltration to unauthorized destinations.
Announcing egress control for your Databricks serverless and Mosaic AI Model Serving workloads
We are excited to announce that egress controlfor Databricks serverless and Mosaic AI Model Serving workloads is available in Public Preview on AWS and Azure! You can now configure policies to centrally control outbound access from serverless workloads across multiple products and workspaces. Serverless egress control enables you to benefit from the agility and cost efficiency of Databricks serverless offerings while protecting against data exfiltration to unauthorized destinations.
Announcing the General Availability of Azure Private Link and Azure Storage firewall support for Databricks SQL Serverless
We are excited to announce the upcoming general availability of Azure Private Link support for Databricks SQL (DBSQL) Serverless, planned in April 2024, with no additional charges for use. We are also thrilled to announce that Azure Storage firewall support with stable VNet subnet IDs is now generally available for DBSQL Serverless. This blog will give an overview of the two features and associated best practices for securely accessing data in your Azure Storage account from Databricks serverless.
Empowering Indian Education System through Glocal Learning Deliverability
In a conversation with Keerthana, Correspondent, Higher Education Review Magazine, Dr. Samrat Ray, Dean at International Institute of Management Studies shared his views and thoughts on various aspects of the key challenges and opportunities posed by globalization in the context of Indian education, What role does technology play in the globalization of education in India, and how is it transforming the learning experience, and more.
Announcing the General Availability of Azure Databricks support for Azure confidential computing (ACC)
Today we are excited to announce the general availability of Azure Databricks support for Azure confidential computing (ACC)! With support for Azure confidential computing, customers can build an end-to-end data platform with increased confidentiality and privacy on Databricks by protecting data in use, or in memory, with AMD-based Azure confidential virtual machines (VMs).
Secure your workspaces with new platform security controls for Databricks on Google Cloud
We are excited to announce the general availability (GA) of several key security features for Databricks on Google Cloud: Private connectivity with Private Service Connect (PSC) Customer-managed encryption keys IP access lists for Account console and API access At Databricks, we recognize that data is your most valuable asset.
The Properties of Meromorphic Multivalent q-Starlike Functions in the Janowski Domain
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Announcing the Public Preview of Azure Databricks support for Azure confidential computing
Enable data, analytics, and AI use cases for confidential data by Kelly Albano and Samrat Ray May 23, 2023 in Platform Blog We are excited to announce Azure Databricks support for Azure confidential computing (ACC) in preview! With this announcement, customers can run their Azure Databricks workloads on Azure confidential virtual machines (VMs).
Predicting Cryptocurrency Fraud Using ChaosNet: The Ethereum Manifestation
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Announcing the General Availability of Private Link and CMK for Databricks on AWS
by Andrew Weaver, Kelly Albano, Samrat Ray, Manish Bansal and Yankai Zhang March 22, 2023 in Platform Blog We are excited to announce that PrivateLink and using customer-managed keys (CMK) for encryption are now Generally Available (GA) for Databricks on AWS! We know that data is your most valuable asset, and the GA of these two key security features will deliver additional control and protection of your data - at rest and in transit - on the Databricks Lakehouse Platform.
Evaluating the Influences of Health Expenditure, Energy Consumption, and Environmental Pollution on Life Expectancy in Asia
Abstract : This study examines the effects of health expenditure, energy consumption, CO2 emissions, population size, and income on health outcomes in 46 Asian nations between 1997 and 2019. Cross-sectional dependence (CSD) and slope heterogeneity (SH) tests are utilized due to the close linkages between Asian nations as a result of commerce, tourism, religion, and international agreements.
CO2 Emissions from Renewable and Non-Renewable Electricity Generation Sources in the G7 Countries: Static and Dynamic Panel Assessment
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Databricks on Google Cloud Security Best Practices
The lakehouse paradigm enables organizations to store all of their data in one location for analytics, data science, machine learning (ML), and business intelligence (BI). Bringing all of the data together into a single location increases productivity, breaks down barriers to collaboration, and accelerates innovation.
Configure Databricks With a Customer-managed Google Cloud VPC
Today, we are excited to announce the public preview of customer-managed virtual private cloud for Databricks on Google Cloud. This new capability further enhances the Databricks Lakehouse Platform deep integration with Google Cloud’s data and security services. For example, Google Cloud Identity is natively integrated and compliance with security certifications such as ISO 27001 and SOC 2 enable customers to comply with GDPR and CCPA. able.
The research output from Indian medical institutions between 2005 and 2014
Publication HistoryPublished online: April 18, 2016Accepted: April 5, 2016; Received: March 23, 2016;
Cytogenetically confirmed primary Ewing’s sarcoma of the pancreas
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