Wednesday, April 2, 2025

Monthly trend of new job posts: India

 I scrape a very reliable jobs website every month on 1st.

 The results from yesterday are shocking when compared to March 1st. 

I will wait till May 1 to get a trend. 

Two dots make a line, three a trend.



Sunday, March 23, 2025

NVIDIA GTC 2025: Key Announcements and Innovations

NVIDIA GTC 2025: Key Announcements and Innovations


cuOpt Open-Sourced
NVIDIA open-sourced cuOpt, its real-time decision optimization software, enabling developers to optimize logistics, supply chains, and vehicle routing at scale.
   - What: NVIDIA open-sourced cuOpt.  
   - Why: To optimize logistics and supply chains.  
   - Who: Developers, enterprises.  
   - Where: Global AI ecosystem.  
   - How: Provides real-time decision optimization.

CUDA-X on GH200/GB200 
NVIDIA accelerates science and engineering with CUDA-X libraries powered by Grace Hopper (GH200) and Blackwell (GB200) Superchips, optimizing AI and HPC workloads.
   - What: CUDA-X libraries powered by GH200/GB200.  
   - Why: To accelerate AI and HPC workloads.  
   - Who: Scientists, engineers, enterprises.  
   - Where: Data centers, cloud environments.  
   - How: Optimized for AI, scientific computing.

NVIDIA Halos for AV Safety
A full-stack safety system, NVIDIA Halos, ensures comprehensive security and reliability for autonomous vehicles, integrating AI and sensor fusion.
   - What: NVIDIA Halos full-stack safety system.  
   - Why: To enhance autonomous vehicle security.  
   - Who: Automotive manufacturers, AV developers.  
   - Where: Roads, smart cities.  
   - How: AI-powered safety and sensor fusion.

AI Factories With Omniverse Blueprint
NVIDIA introduced a new Omniverse Blueprint to streamline AI factory design and simulation, enhancing operational efficiency.
   - What: Omniverse Blueprint for AI factory design.  
   - Why: To streamline AI operations.  
   - Who: Enterprises, AI developers.  
   - Where: AI factories, data centers.  
   - How: Enables efficient simulation and planning.

Blackwell Universal Data Center GPU
NVIDIA launched the Blackwell-based Universal Data Center GPU for high-performance AI and enterprise computing.
   - What: Blackwell-based Universal Data Center GPU.  
   - Why: To boost AI and enterprise computing.  
   - Who: Enterprises, AI researchers.  
   - Where: Cloud, data centers.  
   - How: High-performance AI acceleration.

Blackwell Infrastructure Software
NVIDIA’s new mission control software optimizes Blackwell-based AI infrastructure for faster, more efficient AI factories.
   - What: New mission control software.  
   - Why: To optimize AI infrastructure.  
   - Who: AI developers, enterprises.  
   - Where: AI data centers.  
   - How: Automates and streamlines operations.

Open Physical AI Dataset 
NVIDIA released an open dataset to accelerate robotics and autonomous vehicle research with real-world physical AI data.
   - What: Open dataset for robotics & AVs.  
   - Why: To advance real-world AI training.  
   - Who: Researchers, AI developers.  
   - Where: Autonomous systems, robotics labs.  
   - How: Provides diverse real-world data.

AI-Q Blueprint for AI Agents
A new framework, AI-Q, connects AI agents to enhance enterprise collaboration and workflow automation.
   - What: AI-Q framework for AI agents.  
   - Why: To enhance enterprise automation.  
   - Who: Businesses, AI developers.  
   - Where: Workplaces, AI ecosystems.  
   - How: Connects AI agents for collaboration.

Yum! Brands AI Partnership
NVIDIA collaborates with Yum! Brands to deploy AI for restaurant automation, enhancing efficiency in food service.
   - What: NVIDIA & Yum! Brands AI collaboration.  
   - Why: To optimize restaurant automation.  
   - Who: Quick-service restaurants.  
   - Where: Global food service industry.  
   - How: AI-powered order and kitchen management.

AI for Telecom Networks
NVIDIA’s Agentic AI and Aerial platforms bring AI-native capabilities to telecom, improving network performance and automation.
   - What: AI-native tools for telecom.  
   - Why: To improve network performance.  
   - Who: Telecom operators, service providers.  
   - Where: 5G and AI-powered networks.  
   - How: Uses Agentic AI and NVIDIA Aerial.

AI Enterprise Expands
AI Enterprise tools power AI agents for enterprises, aiding companies like AT&T and the United Nations.
   - What: AI Enterprise tools enhancement.  
   - Why: To scale AI agent use.  
   - Who: Enterprises, global organizations.  
   - Where: Corporate AI infrastructures.  
   - How: Provides pre-trained AI models.

Certified AI Storage
NVIDIA expands its Certified Program to enterprise storage, accelerating AI factory deployment.
   - What: AI-certified storage expansion.  
   - Why: To accelerate AI factory deployment.  
   - Who: Enterprises, cloud providers.  
   - Where: AI data storage centers.  
   - How: Optimized for high-speed AI storage.

Quantum Research Center
NVIDIA launched a Quantum Research Center to advance quantum computing through AI-accelerated simulation.
   - What: NVIDIA Quantum Research Center.  
   - Why: To advance quantum computing.  
   - Who: Quantum researchers, AI scientists.  
   - Where: AI-accelerated quantum labs.  
   - How: AI-powered quantum simulations.

Automotive Physical AI
NVIDIA expands its automotive ecosystem with AI-powered physical intelligence for autonomous and connected vehicles.
   - What: AI-powered automotive expansion.  
   - Why: To enhance autonomous driving.  
   - Who: Car manufacturers, AV developers.  
   - Where: Automotive industry, smart mobility.  
   - How: Integrates AI into vehicle intelligence.

Accelerating Apache Spark
Project Aether accelerates Apache Spark with NVIDIA GPUs, offering enterprises massive cost savings.
   - What: Project Aether for Apache Spark.  
   - Why: To improve data processing speed.  
   - Who: Enterprises, cloud data teams.  
   - Where: AI-powered data analytics.  
   - How: Uses NVIDIA GPUs for acceleration.

AI Factories and Data Centers 
AI Factories are reshaping data centers, driving the next wave of AI-driven innovation.
   - What: AI Factories revolutionizing data centers.  
   - Why: To drive next-gen AI innovation.  
   - Who: Enterprises, AI-driven firms.  
   - Where: AI and cloud data centers.  
   - How: Optimizes AI workflow and hardware.

RTX Pro Blackwell GPUs & NIM Microservices 
NVIDIA’s Blackwell RTX Pro GPUs and NIM microservices optimize AI-powered media and gaming applications.
   - What: Blackwell RTX Pro GPUs & NIM microservices.  
   - Why: To enhance AI-driven media applications.  
   - Who: AI developers, media professionals.  
   - Where: Entertainment, gaming, creative industries.  
   - How: Enables real-time AI media processing.

Blackwell for Real-Time AI in Media 
Blackwell GPUs enable real-time AI applications in entertainment, enhancing production workflows.
   - What: AI-powered media workflows.  
   - Why: To enhance real-time content creation.  
   - Who: Broadcasters, content creators.  
   - Where: Film, gaming, live streaming.  
   - How: Uses Blackwell GPUs for AI rendering.

Partner Awards
NVIDIA recognized top Americas partners driving AI innovation in agentic and physical AI applications.
   - What: NVIDIA AI innovation partner awards.  
   - Why: To recognize AI advancements.  
   - Who: Americas-based AI companies.  
   - Where: AI and enterprise sectors.  
   - How: Highlights excellence in AI development.

NVIDIA Research Innovations
Breakthroughs in AI, graphics, and computing fuel cutting-edge applications across industries.
   - What: AI, graphics, and computing breakthroughs.  
   - Why: To push AI and computing frontiers.  
   - Who: Researchers, AI scientists.  
   - Where: AI, computing, graphics industries.  
   - How: Develops next-gen AI-powered solutions.

Open Power AI Consortium
EPRI, NVIDIA, and partners launch an AI-driven energy transformation initiative to optimize power grids. 
   - What: AI-driven energy transformation.  
   - Why: To optimize power grids with AI.  
   - Who: EPRI, NVIDIA, energy firms.  
   - Where: Global energy infrastructure.  
   - How: Uses AI to enhance energy efficiency.


This year's GTC showcased NVIDIA’s leadership in AI-driven enterprise, automotive, telecom, and energy solutions, setting new benchmarks for AI innovation.

Friday, January 26, 2024

ServiceNow Quarterly Net New ARR Added ($M)

 https://cloudedjudgement.substack.com/p/clouded-judgement-12624-q4-earnings 

I have added a quarterly pivot to understand if there is any seasonality in the numbers.

I could find some lower numbers in Q2, but don't know why? 

Here are the charts:

(without clustering by quarter)


(with clustering by quarter)


Calculation sheet: https://1drv.ms/x/s!AivyNrTGX5bqgbBds93i3AeNyE-3vg?e=aLr9FL  

Friday, June 10, 2022

Internet: for the benefit of all

Government should create a conducive environment for private sector to function. Private sector, on the other hand, should refrain from price gouging and should ensure equitable exchange of value.

Internet has helped to bring in the benefits of technology advancements to people. However the access to internet depends on the availability of mobile handsets and affordable mobile plans for all. Similarly, if a person plans to use internet to study or work, a stable wired broadband and a personal computer is required.

In that end, both government and private sector is putting in efforts to create the infrastructure of wired broadband through fibre optical network. Laying down underground optical fibre cables to the vast length and breadth of a state is capital intensive. Managing and running the network is also an expense. But, the returns on such an investment are equally good. Population which has access to digital world exhibits better productivity; thus improving the gross output of goods and services.

In India, BSNL, MTNL and VSNL have helped bring broadband access to customers and businesses thus enabling digital transactions. Newer entrants like Jio are providing faster wireless connectivity and wired broadband access across the length and breadth of the country. In this light, the Kerala FON is a fresh approach of government driven effort to ensure last mile affordable digital connectivity. 

In Baltimore city of Maryland state in the United States, a similar effort to ensure last mile digital connectivity for all is in progress. https://www.bloomberg.com/news/articles/2022-06-07/baltimore-eyes-federal-funds-for-municipal-broadband 

Private sector has the speed to deploy resources and new technology and government has the wider mandate to ensure affordability and accessibility of the benefits of modern day innovations to address the needs of people. It is therefore, a decision of whether a government is able to create conducive policies to nudge industry to satisfy the needs of all. 

Wednesday, September 22, 2021

Unemployment analysis in India based on CMIE data

 

#unemployment

#india

#analytics

#jobs

#hobby


Please find below my analysis of the unemployment data from CMIE website.

I have created metrics for mean unemployment by states and standard deviation of the unemployment rate by states. 

Furthermore, I have also calculated the rate of change of unemployment across states of India for the duration of 2016-2021.

If you need the data for analysis, please visit: https://unemploymentinindia.cmie.com 






Monthly trend of new job posts: India

 I scrape a very reliable jobs website every month on 1st.  The results from yesterday are shocking when compared to March 1st.  I will wait...