The document appears to be a schedule listing flight details for pilgrims traveling from Surabaya, Indonesia for Hajj in 1436H/2015M. It includes dates and times for pilgrims entering dormitories, departing for airports in East Java and Bali, flight numbers, dates and times of arrival in Medina and Jeddah, and return flight information from Jeddah to Indonesia. There are 53 scheduled flights listed from August 2015 through October 2015.
The document appears to be a schedule listing flight details for pilgrims traveling from Surabaya, Indonesia for Hajj in 1436H/2015M. It includes dates and times for pilgrims entering dormitories, departing for airports in East Java and Bali, flight numbers, dates and times of arrival in Medina and Jeddah, and return flight information from Jeddah to Indonesia. There are 53 scheduled flights from August 2015 through October 2015.
This document contains a schedule for the embarkation and disembarkation of Hajj pilgrims from Jakarta, Indonesia. It lists 51 flights carrying pilgrims between August 15, 2015 and September 11, 2015 from Jakarta to Jeddah, Saudi Arabia and return, including flight numbers, dates and times of departure and arrival. The schedule is divided into two waves of travel.
This document contains a flight schedule for Hajj pilgrims embarking from Banjarmasin, Indonesia for the 1436H/2015M Hajj season. It lists 16 roundtrip flights between Banjarmasin and Jeddah, Saudi Arabia, including details of departure dates and times from both locations. It also provides totals for pilgrims, crew, and flights. The schedule is subject to change.
The document appears to be a schedule for pilgrimage travel between Indonesia and Saudi Arabia. It includes details for 27 flights carrying pilgrims, including dates and times of departure from and arrival in various Indonesian cities and Saudi Arabia. It notes that the schedule may change and identifies the flights as belonging to one of two waves of pilgrims for the 1436 Hijri year (2015 CE).
This document contains a schedule for the embarkation and return of Hajj pilgrims from Batam, Indonesia in the year 1436H/2015. It lists 20 clusters with details of departure and arrival dates and times from Riau to Jeddah and return, as well as flight numbers. It notes that clusters 1-10 make up the first wave and clusters 11-20 the second wave. The schedule is subject to change. It concludes with information about the total number of pilgrims and staff and a note that it was issued in Jakarta, August 2015.
This document contains a schedule of 39 flights transporting Indonesian Hajj pilgrims between August 2015 and October 2015. It includes details of departure dates and times from Indonesia and arrival dates and times back in Indonesia. The flights are carrying a total of 17,723 pilgrims in groups of 450 people, departing from and arriving at Jakarta airport. The schedule is subject to potential changes.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims from South Sumatra and Bangka Belitung provinces, as well as staff details. The schedule was issued by the Director General of Domestic Hajj Services in Jakarta, Indonesia in August 2015.
This document contains a schedule of 62 flights transporting pilgrims from Solo, Indonesia to Jeddah, Saudi Arabia and back between August 20, 2015 and September 13, 2015. It includes details of departure dates and times from Solo and Jeddah, flight numbers, aircraft type, number of pilgrims, and embarkation and arrival dates at destinations.
The document appears to be a schedule listing flight details for pilgrims traveling from Surabaya, Indonesia for Hajj in 1436H/2015M. It includes dates and times for pilgrims entering dormitories, departing for airports in East Java and Bali, flight numbers, dates and times of arrival in Medina and Jeddah, and return flight information from Jeddah to Indonesia. There are 53 scheduled flights from August 2015 through October 2015.
This document contains a schedule for the embarkation and disembarkation of Hajj pilgrims from Jakarta, Indonesia. It lists 51 flights carrying pilgrims between August 15, 2015 and September 11, 2015 from Jakarta to Jeddah, Saudi Arabia and return, including flight numbers, dates and times of departure and arrival. The schedule is divided into two waves of travel.
This document contains a flight schedule for Hajj pilgrims embarking from Banjarmasin, Indonesia for the 1436H/2015M Hajj season. It lists 16 roundtrip flights between Banjarmasin and Jeddah, Saudi Arabia, including details of departure dates and times from both locations. It also provides totals for pilgrims, crew, and flights. The schedule is subject to change.
The document appears to be a schedule for pilgrimage travel between Indonesia and Saudi Arabia. It includes details for 27 flights carrying pilgrims, including dates and times of departure from and arrival in various Indonesian cities and Saudi Arabia. It notes that the schedule may change and identifies the flights as belonging to one of two waves of pilgrims for the 1436 Hijri year (2015 CE).
This document contains a schedule for the embarkation and return of Hajj pilgrims from Batam, Indonesia in the year 1436H/2015. It lists 20 clusters with details of departure and arrival dates and times from Riau to Jeddah and return, as well as flight numbers. It notes that clusters 1-10 make up the first wave and clusters 11-20 the second wave. The schedule is subject to change. It concludes with information about the total number of pilgrims and staff and a note that it was issued in Jakarta, August 2015.
This document contains a schedule of 39 flights transporting Indonesian Hajj pilgrims between August 2015 and October 2015. It includes details of departure dates and times from Indonesia and arrival dates and times back in Indonesia. The flights are carrying a total of 17,723 pilgrims in groups of 450 people, departing from and arriving at Jakarta airport. The schedule is subject to potential changes.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims from South Sumatra and Bangka Belitung provinces, as well as staff details. The schedule was issued by the Director General of Domestic Hajj Services in Jakarta, Indonesia in August 2015.
This document contains a schedule of 62 flights transporting pilgrims from Solo, Indonesia to Jeddah, Saudi Arabia and back between August 20, 2015 and September 13, 2015. It includes details of departure dates and times from Solo and Jeddah, flight numbers, aircraft type, number of pilgrims, and embarkation and arrival dates at destinations.
The document contains a schedule for 17 flights transporting Indonesian Hajj pilgrims between Medan, Saudi Arabia, and Jeddah between August 20, 2015 and October 17, 2015. It lists the dates and times of departure from and arrival in each location, flight numbers, and number of pilgrims per flight. A total of 6,673 pilgrims will be transported in two waves, with notes that the schedule is subject to change.
This document contains a schedule of 11 flights transporting Indonesian Hajj pilgrims between August 20, 2015 and October 14, 2015. The schedule includes details of departure dates and times from Lombok airport, flight numbers, dates and times of arrival at destinations in Saudi Arabia, and return flight information. It notes that flights 1-8 make up the first wave and flights 9-11 make up the second wave.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Banda Aceh, Indonesia in the year 1436H/2015M. It lists 9 outbound flights from September 8 to October 5 carrying a total of 3,180 pilgrims, and 9 return flights from October 14 to November 14. It notes that the Aceh embarkation will depart in wave II and that the schedule is subject to change.
1. This document contains a schedule for 12 flights transporting pilgrims from Bandar Lampung, Indonesia to Jeddah, Saudi Arabia and back between August and October 2015.
2. The flights are divided into two waves, with flights 1-9 in the first wave and flights 10-12 in the second wave.
3. The schedule provides details for each flight such as departure date and time from Indonesia, arrival date and time in Saudi Arabia, flight number, number of pilgrims, and return flight information.
The document appears to be a log of timestamps ranging from 1:37 PM to 3:19 PM on August 20th. There are 20 separate timestamps recorded during this period showing activity throughout the afternoon until the late afternoon. The timestamps show some clustering of activity between 1:37 PM to 2:06 PM and then again from 3:14 PM to 3:19 PM with gaps of no recorded activity in between.
This document is a class schedule for Semester 1 of the 2013/2014 session at the Faculty of Geoinformation and Real Estate. It shows the course code, course name, lecturer, room, and book for each class on Monday through Friday from 8:00am to 7:50pm. A key at the bottom identifies the lecturers' initials and full names.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims, crew and flights. The schedule is signed by the Director General of Domestic Hajj Services.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims, crew and flights. The schedule is signed by the Director General of Domestic Hajj Services.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Batam, Indonesia in the year 1436H/2015. It lists 20 clusters with details of departure and arrival dates and times from Riau to Jeddah and return, as well as flight numbers. It notes that clusters 1-10 make up the first wave and clusters 11-20 the second wave. The schedule is subject to change. It concludes with information about the total number of pilgrims and staff and a note that it was issued in Jakarta, August 2015.
The document contains a schedule for 17 flights transporting Indonesian Hajj pilgrims between Medan, Saudi Arabia, and Jeddah between August 20, 2015 and October 17, 2015. It lists the dates and times of departure from and arrival in each location, flight numbers, and number of pilgrims per flight. A total of 6,673 pilgrims will be transported in two waves, with notes that the schedule is subject to change.
This document contains a schedule of 62 flights transporting pilgrims from Solo, Indonesia to Jeddah, Saudi Arabia and back between August 20, 2015 and September 13, 2015. It includes details of departure dates and times from Solo and Jeddah, flight numbers, aircraft type, number of pilgrims, and embarkation and arrival dates at destinations.
The document appears to be a schedule for pilgrimage travel between Indonesia and Saudi Arabia. It includes details for 27 flights carrying pilgrims, including dates and times of departure from and arrival in various Indonesian cities and Saudi Arabia. It notes that the schedule may change and identifies the flights as belonging to one of two waves of pilgrims for the 1436 Hijri year.
This document contains a schedule of 39 flights transporting Indonesian Hajj pilgrims between August 2015 and October 2015. It includes details of departure dates and times from Indonesia and arrival dates and times back in Indonesia. The flights are carrying a total of 17,723 pilgrims in groups of 450 people, departing from and arriving at Jakarta airport. The schedule is subject to potential changes.
This document contains a flight schedule and passenger information for an Hajj pilgrimage embarkation from Banjarmasin, Indonesia in 1436H/2015M (August 2015). It lists 16 round-trip flights between Banjarmasin and Jeddah, Saudi Arabia between September 6 and October 26, 2015, including details on flight numbers, dates of departure and arrival, and number of passengers. It notes that the embarkation from Banjarmasin will depart in the second wave and that the schedule is subject to change.
This document contains a schedule of 11 flights transporting Indonesian Hajj pilgrims between August 20, 2015 and October 14, 2015. The schedule includes details of departure dates and times from Lombok airport, flight numbers, dates and times of arrival at destinations in Saudi Arabia, and return flight information. It notes that flights 1-8 make up the first wave and flights 9-11 make up the second wave.
1. This document contains a schedule for 12 flights transporting pilgrims from Bandar Lampung, Indonesia to Jeddah, Saudi Arabia and back between August and October 2015.
2. The flights are divided into two waves, with flights 1-9 in the first wave and flights 10-12 in the second wave.
3. The schedule provides details for each flight such as departure date and time from Indonesia, arrival date and time in Saudi Arabia, flight number, number of pilgrims, and return flight information.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Surabaya, Indonesia in the year 1444H/2023M. It lists 58 flights carrying pilgrims from East Java to Bali and then to Nusa Tenggara Timur, along with details of the flight numbers, dates and times. The schedule also includes information on the entry into Indonesia, boarding times, arrival times, assigned cloters, number of pilgrims and departure locations for each flight.
The document contains a schedule for the embarkation and return of pilgrims from Banda Aceh, Indonesia for the Hajj pilgrimage in 1436H/2015M. It lists 9 outbound flights from September 8 to October 5 carrying a total of 3,180 pilgrims, and 9 return flights from October 14 to November 14. It notes that the Aceh embarkation will depart in wave II and that the schedule is subject to change.
This document is an invoice from Idea Cellular for cellular services provided to Ramky Infrastructure Ltd. It lists the charges for the billing period including monthly plan charges of Rs. 160, usage charges of Rs. 369.70 for calls and SMS, and total taxes of Rs. 65.47, bringing the total current charges to Rs. 595.17. It also provides a detailed itemization of outgoing cellular calls including date, time, number called, duration and applicable charges.
The document provides intra-day technical levels for various commodities trading on the MCX exchange, including the previous day's close, current trend, pivot points, and resistance and support levels. Metrics are given for commodities like crude oil, gold, copper, cotton, and various agricultural commodities. The purpose is to analyze the short-term market trends and price movement of these commodities.
The document provides intra-day technical levels for various commodities futures contracts traded on the MCX, including the pivot point and resistance and support levels for each commodity and contract expiry date. The commodities include metals like aluminum, copper, lead and nickel, agricultural commodities like cotton, crude palm oil, and spices like cardamom, as well as energy commodities. The technical analysis indicates the current trend as up or down and predicts price movement ranges.
The document provides daily technical analysis levels for various commodities traded on the MCX commodity exchange in India. It lists the commodity, contract expiry date, previous day's close price, intraday trend, pivot point, and resistance and support price levels. The technical analysis is intended to help traders identify potential price movement and trading opportunities for the day.
The document contains a schedule for 17 flights transporting Indonesian Hajj pilgrims between Medan, Saudi Arabia, and Jeddah between August 20, 2015 and October 17, 2015. It lists the dates and times of departure from and arrival in each location, flight numbers, and number of pilgrims per flight. A total of 6,673 pilgrims will be transported in two waves, with notes that the schedule is subject to change.
This document contains a schedule of 11 flights transporting Indonesian Hajj pilgrims between August 20, 2015 and October 14, 2015. The schedule includes details of departure dates and times from Lombok airport, flight numbers, dates and times of arrival at destinations in Saudi Arabia, and return flight information. It notes that flights 1-8 make up the first wave and flights 9-11 make up the second wave.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Banda Aceh, Indonesia in the year 1436H/2015M. It lists 9 outbound flights from September 8 to October 5 carrying a total of 3,180 pilgrims, and 9 return flights from October 14 to November 14. It notes that the Aceh embarkation will depart in wave II and that the schedule is subject to change.
1. This document contains a schedule for 12 flights transporting pilgrims from Bandar Lampung, Indonesia to Jeddah, Saudi Arabia and back between August and October 2015.
2. The flights are divided into two waves, with flights 1-9 in the first wave and flights 10-12 in the second wave.
3. The schedule provides details for each flight such as departure date and time from Indonesia, arrival date and time in Saudi Arabia, flight number, number of pilgrims, and return flight information.
The document appears to be a log of timestamps ranging from 1:37 PM to 3:19 PM on August 20th. There are 20 separate timestamps recorded during this period showing activity throughout the afternoon until the late afternoon. The timestamps show some clustering of activity between 1:37 PM to 2:06 PM and then again from 3:14 PM to 3:19 PM with gaps of no recorded activity in between.
This document is a class schedule for Semester 1 of the 2013/2014 session at the Faculty of Geoinformation and Real Estate. It shows the course code, course name, lecturer, room, and book for each class on Monday through Friday from 8:00am to 7:50pm. A key at the bottom identifies the lecturers' initials and full names.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims, crew and flights. The schedule is signed by the Director General of Domestic Hajj Services.
This document contains a schedule for the embarkation of Hajj pilgrims from Palembang, Indonesia in 1436H/2015M. It lists 14 clusters with details of departure and arrival dates from Indonesia and Saudi Arabia, as well as flight numbers. It notes that clusters 1-7 are wave 1 and clusters 8-14 are wave 2. The schedule is subject to change. It provides totals for pilgrims, crew and flights. The schedule is signed by the Director General of Domestic Hajj Services.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Batam, Indonesia in the year 1436H/2015. It lists 20 clusters with details of departure and arrival dates and times from Riau to Jeddah and return, as well as flight numbers. It notes that clusters 1-10 make up the first wave and clusters 11-20 the second wave. The schedule is subject to change. It concludes with information about the total number of pilgrims and staff and a note that it was issued in Jakarta, August 2015.
The document contains a schedule for 17 flights transporting Indonesian Hajj pilgrims between Medan, Saudi Arabia, and Jeddah between August 20, 2015 and October 17, 2015. It lists the dates and times of departure from and arrival in each location, flight numbers, and number of pilgrims per flight. A total of 6,673 pilgrims will be transported in two waves, with notes that the schedule is subject to change.
This document contains a schedule of 62 flights transporting pilgrims from Solo, Indonesia to Jeddah, Saudi Arabia and back between August 20, 2015 and September 13, 2015. It includes details of departure dates and times from Solo and Jeddah, flight numbers, aircraft type, number of pilgrims, and embarkation and arrival dates at destinations.
The document appears to be a schedule for pilgrimage travel between Indonesia and Saudi Arabia. It includes details for 27 flights carrying pilgrims, including dates and times of departure from and arrival in various Indonesian cities and Saudi Arabia. It notes that the schedule may change and identifies the flights as belonging to one of two waves of pilgrims for the 1436 Hijri year.
This document contains a schedule of 39 flights transporting Indonesian Hajj pilgrims between August 2015 and October 2015. It includes details of departure dates and times from Indonesia and arrival dates and times back in Indonesia. The flights are carrying a total of 17,723 pilgrims in groups of 450 people, departing from and arriving at Jakarta airport. The schedule is subject to potential changes.
This document contains a flight schedule and passenger information for an Hajj pilgrimage embarkation from Banjarmasin, Indonesia in 1436H/2015M (August 2015). It lists 16 round-trip flights between Banjarmasin and Jeddah, Saudi Arabia between September 6 and October 26, 2015, including details on flight numbers, dates of departure and arrival, and number of passengers. It notes that the embarkation from Banjarmasin will depart in the second wave and that the schedule is subject to change.
This document contains a schedule of 11 flights transporting Indonesian Hajj pilgrims between August 20, 2015 and October 14, 2015. The schedule includes details of departure dates and times from Lombok airport, flight numbers, dates and times of arrival at destinations in Saudi Arabia, and return flight information. It notes that flights 1-8 make up the first wave and flights 9-11 make up the second wave.
1. This document contains a schedule for 12 flights transporting pilgrims from Bandar Lampung, Indonesia to Jeddah, Saudi Arabia and back between August and October 2015.
2. The flights are divided into two waves, with flights 1-9 in the first wave and flights 10-12 in the second wave.
3. The schedule provides details for each flight such as departure date and time from Indonesia, arrival date and time in Saudi Arabia, flight number, number of pilgrims, and return flight information.
This document contains a schedule for the embarkation and return of Hajj pilgrims from Surabaya, Indonesia in the year 1444H/2023M. It lists 58 flights carrying pilgrims from East Java to Bali and then to Nusa Tenggara Timur, along with details of the flight numbers, dates and times. The schedule also includes information on the entry into Indonesia, boarding times, arrival times, assigned cloters, number of pilgrims and departure locations for each flight.
The document contains a schedule for the embarkation and return of pilgrims from Banda Aceh, Indonesia for the Hajj pilgrimage in 1436H/2015M. It lists 9 outbound flights from September 8 to October 5 carrying a total of 3,180 pilgrims, and 9 return flights from October 14 to November 14. It notes that the Aceh embarkation will depart in wave II and that the schedule is subject to change.
This document is an invoice from Idea Cellular for cellular services provided to Ramky Infrastructure Ltd. It lists the charges for the billing period including monthly plan charges of Rs. 160, usage charges of Rs. 369.70 for calls and SMS, and total taxes of Rs. 65.47, bringing the total current charges to Rs. 595.17. It also provides a detailed itemization of outgoing cellular calls including date, time, number called, duration and applicable charges.
The document provides intra-day technical levels for various commodities trading on the MCX exchange, including the previous day's close, current trend, pivot points, and resistance and support levels. Metrics are given for commodities like crude oil, gold, copper, cotton, and various agricultural commodities. The purpose is to analyze the short-term market trends and price movement of these commodities.
The document provides intra-day technical levels for various commodities futures contracts traded on the MCX, including the pivot point and resistance and support levels for each commodity and contract expiry date. The commodities include metals like aluminum, copper, lead and nickel, agricultural commodities like cotton, crude palm oil, and spices like cardamom, as well as energy commodities. The technical analysis indicates the current trend as up or down and predicts price movement ranges.
The document provides daily technical analysis levels for various commodities traded on the MCX commodity exchange in India. It lists the commodity, contract expiry date, previous day's close price, intraday trend, pivot point, and resistance and support price levels. The technical analysis is intended to help traders identify potential price movement and trading opportunities for the day.
The document provides intra-day technical levels for various commodities trading on the MCX exchange for February 1, 2013, listing the commodity, contract details, previous day's close, intra-day trend, pivot points, and resistance and support levels. Technical analysis is presented to identify likely price movement and trading opportunities for over 30 commodities, including metals, energies, agricultural commodities, and precious metals. Pivot points and price range forecasts are given to strategize entry and exit points for day traders.
The document provides intraday technical levels for various commodities for different contract expiry dates. It includes the previous day's close price, intraday trend, pivot point, and resistance and support levels. The commodities include aluminum, crude oil, gold, copper, cotton, mentha oil, and others. The levels are to be used as benchmarks for trading decisions on the respective commodity contracts.
The document provides intra-day technical levels for various commodities trading on the MCX exchange for different contract expiry dates, including the previous day's close, intra-day trend, pivot point, resistance and support levels. The commodities include metals like aluminum, copper, lead and nickel, agricultural commodities like cotton, crude palm oil and spices, and energy commodities like crude oil. Pivot points, resistance and support levels are given to analyze the intra-day trend and potential trading zones for each commodity contract.
The document shows monthly energy usage data in kilowatt hours (kWh) and therms for electricity and natural gas respectively, as well as barrels (bbl) of production. It lists the kWh/bbl and therm/bbl ratios for each month from December 2013 to November 2015, along with averages. The total kWh, therms and bbl produced over the period are also provided.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
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