This document provides data on the BlackBerry services market in Indonesia between Q1 2008 and Q4 2009 (estimated). It includes figures and tables showing trends in the subscriber base, market share, growth, and bandwidth usage for the major mobile operators Telkomsel, Indosat, and Excelcomindo. The summary highlights key findings such as BlackBerry subscribers growing from 83,000 in Q4 2008 to an estimated 710,000 in Q4 2009, with Telkomsel maintaining the largest market share between 38-42% over this period.
This document provides statistics on traffic production measured in minutes of use (MoU) for the Indonesian telecom market from 2006 to 2008. It includes data on total MoU for all operators as well as individual data for the major operators Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, Telkom fixed wireless access, and Telkom PSTN networks. The data is presented in tables and figures showing MoU totals, market share, and growth rates for each year.
Este documento describe dos técnicas relacionadas para la exploración de petróleo y gas utilizando contrastes de resistividad en el subsuelo: levantamientos magnetotelúricos y levantamientos electromagnéticos con fuentes controladas. Estas técnicas aprovechan los campos electromagnéticos naturales generados por el viento solar e interacciones en la ionosfera, así como fuentes electromagnéticas artificiales, para mapear las formaciones en el subsuelo y ayudar a identificar posibles acumulaciones de hidro
A União Europeia está considerando novas regras para veículos autônomos. As regras propostas exigiriam que os fabricantes de veículos autônomos assumam mais responsabilidade por acidentes e forneçam mais dados sobre o desempenho do veículo para reguladores. Os fabricantes teriam que mostrar que sistemas autônomos são seguros antes de colocá-los à venda.
La sociedad de la información se caracteriza por la capacidad de sus miembros de obtener información de forma instantánea desde cualquier lugar. El documento describe las características de esta sociedad, incluyendo su naturaleza globalizada, la importancia de la información y la comunicación, y la aparición de nuevos sectores laborales. También analiza las posibilidades que ofrecen las nuevas tecnologías para la enseñanza, como la creación de entornos más flexibles y la eliminación de barreras entre profesores y estudiantes.
El documento explica el Trastorno Específico del Lenguaje (TEL), indicando que es un trastorno que retrasa la adquisición del lenguaje en niños sin problemas de audición u otros retrasos en el desarrollo. Describe los síntomas del TEL, el proceso de diagnóstico y evaluación, así como las dificultades que experimentan los niños con TEL y las estrategias que pueden usar las familias y escuelas para brindar apoyo.
Rawlicious is a vegan restaurant located in Hamilton, Ontario that is looking to increase awareness and customer traffic. They have developed a two-part communication plan to accomplish this. The first part is a marketing campaign using social media, imagery, and video to promote Rawlicious' health-focused menu. The second part aims to engage the nearby McMaster University community by participating in Welcome Week events and partnering with the school's meal plan program. The plan provides tactics, timelines and budgets for each part of the campaign.
This document appears to be a list of various resources related to business ethics, including cartoons, articles, tests, and more. Some of the resources have titles related to ethics in marketing, ethical treatment of animals in sports, and scandals in business. The list covers a wide range of ethics-related topics without providing details on the content of each individual resource.
This document provides statistics on traffic production measured in minutes of use (MoU) for the Indonesian telecom market from 2006 to 2008. It includes data on total MoU for all operators as well as individual data for the major operators Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, Telkom fixed wireless access, and Telkom PSTN networks. The data is presented in tables and figures showing MoU totals, market share, and growth rates for each year.
Este documento describe dos técnicas relacionadas para la exploración de petróleo y gas utilizando contrastes de resistividad en el subsuelo: levantamientos magnetotelúricos y levantamientos electromagnéticos con fuentes controladas. Estas técnicas aprovechan los campos electromagnéticos naturales generados por el viento solar e interacciones en la ionosfera, así como fuentes electromagnéticas artificiales, para mapear las formaciones en el subsuelo y ayudar a identificar posibles acumulaciones de hidro
A União Europeia está considerando novas regras para veículos autônomos. As regras propostas exigiriam que os fabricantes de veículos autônomos assumam mais responsabilidade por acidentes e forneçam mais dados sobre o desempenho do veículo para reguladores. Os fabricantes teriam que mostrar que sistemas autônomos são seguros antes de colocá-los à venda.
La sociedad de la información se caracteriza por la capacidad de sus miembros de obtener información de forma instantánea desde cualquier lugar. El documento describe las características de esta sociedad, incluyendo su naturaleza globalizada, la importancia de la información y la comunicación, y la aparición de nuevos sectores laborales. También analiza las posibilidades que ofrecen las nuevas tecnologías para la enseñanza, como la creación de entornos más flexibles y la eliminación de barreras entre profesores y estudiantes.
El documento explica el Trastorno Específico del Lenguaje (TEL), indicando que es un trastorno que retrasa la adquisición del lenguaje en niños sin problemas de audición u otros retrasos en el desarrollo. Describe los síntomas del TEL, el proceso de diagnóstico y evaluación, así como las dificultades que experimentan los niños con TEL y las estrategias que pueden usar las familias y escuelas para brindar apoyo.
Rawlicious is a vegan restaurant located in Hamilton, Ontario that is looking to increase awareness and customer traffic. They have developed a two-part communication plan to accomplish this. The first part is a marketing campaign using social media, imagery, and video to promote Rawlicious' health-focused menu. The second part aims to engage the nearby McMaster University community by participating in Welcome Week events and partnering with the school's meal plan program. The plan provides tactics, timelines and budgets for each part of the campaign.
This document appears to be a list of various resources related to business ethics, including cartoons, articles, tests, and more. Some of the resources have titles related to ethics in marketing, ethical treatment of animals in sports, and scandals in business. The list covers a wide range of ethics-related topics without providing details on the content of each individual resource.
Network Development & Statistics (Addendum A)EM Archieve
This document contains charts and tables summarizing the development of telecommunications networks in Indonesia from 2004-2008. It includes data on the number of installed base transceiver stations (BTS) for the major mobile network operators Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, and Mobile-8. Tables also show the average number of subscribers per BTS, BTS per base station controller (BSC), and BTS per mobile switching center (MSC) for each year and operator.
This document provides charts, tables, and figures summarizing 3G mobile telecommunications market data and infrastructure development in Indonesia from 2006-2009. It details subscriber and base station growth for the major mobile network operators Telkomsel, Indosat, XL, NTS, and HCPT over this period and includes market share information.
This document provides statistics on the development of mobile networks in Indonesia from 2004-2008, including the number of mobile switching centers (MSCs) and base station controllers (BSCs) deployed by the five main mobile operators - Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, and Mobile-8. It contains 13 figures and 12 tables presenting numbers on infrastructure and subscribers for each year and operator over this period.
This document provides charts, tables, and figures summarizing the development of base transceiver stations (BTS) in the Indonesian telecom market from 2004-2008 for the major operators. It shows growth in total BTS installations over time as well as the market share of each operator. Specific data on the annual BTS installations and growth rates for Telkomsel, Indosat, Excelcomindo, Telkom, Bakrie Telecom, and Mobile-8 are presented.
This document provides charts and tables summarizing the subscriber bases of major Indonesian telecom companies from 2004-2008. It includes data on Telkomsel, Telkom FWA, Indosat, Indosat FWA, Excelcomindo, Bakrie Telecom, Mobile-8 and several other wireless carriers. The data includes the annual subscriber numbers, annual growth rates, and compound annual growth rates over the 5-year period for cellular, fixed wireless, and total subscribers for each company. Portion charts are also included showing the breakdown of subscriber types for some companies in 2008.
This document provides statistics and charts on SMS production in the Indonesian telecom market from 2006 to 2008. It includes annual and average monthly/daily SMS production figures for the major operators Telkomsel, Indosat, Excelcomindo and Telkom FWA. It also provides estimates for SMS production from smaller operators and growth rates for total SMS production and for each individual operator over the period.
This document provides data on ARPU (average revenue per user) trends for major mobile operators in Indonesia from 2004 to 2008. It includes ARPU figures and growth rates for the top operators: Telkomsel, Indosat, Excelcomindo, Telkom FWA, Bakrie Telecom and Mobile-8. Charts and tables show blended, postpaid and prepaid ARPU values over time for each operator as well as overall ARPU growth rates. The document aims to present key telecom market facts and numbers on ARPU, a key performance indicator, for the Indonesian mobile market during this period.
This document contains tables and figures summarizing telecom customer bases in Indonesia from 2004-2008. It includes data on fixed wireline, fixed wireless access, mobile/cellular, and wireless subscribers. For each category, it provides total subscriber numbers and market shares for the major operators over this period.
This document provides charts and tables summarizing telecom subscriber numbers and growth in Indonesia from 2004-2008. It includes data on fixed wireline, fixed wireless access, and mobile subscribers as well as breakdowns of wireline vs wireless and fixed vs mobile connections. Growth rates for total telecom subscribers and for specific types of connections like wireless and mobile are presented. Market shares of different connection types are shown in pie charts. Teledensity for total telecom and for wireless/mobile/fixed segments are also included.
The document is a service manual for trucks that provides wiring diagrams and component information. It includes an index listing over 125 component wiring diagrams by page number. Each diagram shows the wiring for a specific component and includes symbols to identify things like connectors, fuses, splices and wire colors. The manual also includes sections with information on grounds, connectors, abbreviations and feedback.
Volvo Fe Truck Wiring Diagram Service Manual Download June 2009 SantySingh5
This document is a service manual for trucks that provides wiring diagrams and component wiring diagrams. It begins with an example wiring diagram layout and explanations of symbols used. The bulk of the document is an indexed section of over 80 individual component wiring diagrams for various vehicle systems. It concludes with sections listing fuse values, relay information, connectors, wiring numbers, components and abbreviations. The manual is intended to assist technicians in servicing and repairing wiring issues on trucks.
This document provides installation and maintenance instructions for a Selenia installation, including a gantry, acquisition workstation, and image receptor. It contains 234 pages across two sections. Section one covers gantry installation, including securing it in position, connecting power and accessories. Section two addresses acquisition workstation installation, connecting it to power and the gantry. Safety, compliance, unpacking and room requirements are also discussed in the preface.
Still wagner mx15 3 forklift service repair manualufjjskekmem
This document is a workshop manual for vehicle models MX15-3 and MX15-3 I. It provides technical specifications and instructions for maintenance and repair. The manual contains chapters covering vehicle data, the drive motor, drive wheel, gear, brake, and steering systems. It also provides details on how the manual should be updated when components are replaced or altered.
Still wagner mx15 3 forklift service repair manualfujsjefjkskekfm
This document is a workshop manual for vehicle models MX15-3 and MX15-3 I. It provides technical information and instructions for maintenance and repair. The manual contains chapters covering various vehicle systems and components. It describes how to update the manual when revisions are made. It also includes a list of contents detailing the topics and page numbers covered.
This document provides operating instructions for several Bürkert flowmeters and flow transmitters - models 8025, 8035, and SE35. It includes sections on the intended use, basic safety information, general information, descriptions of each product's construction, technical specifications, and installation instructions. The technical specifications sections provide details on the operating conditions, certifications, fluid and material properties, dimensions, and electrical characteristics for each model. The installation sections describe how to properly install the products into a piping system using the appropriate sensor fittings.
The document is a service manual that provides wiring diagrams for trucks. It includes an example wiring diagram, an index of component wiring diagrams arranged by page number, and sections about fuses, relays, connectors, abbreviations and other reference information for the wiring diagrams. The purpose is to help technicians service vehicles by providing electrical system schematics.
Jcb 541 70 sway load control (supplement) service repair manualfusjjfksekmme
This document provides a summary of the circuit description and operation of the LCS (Six Valve Manifold) Load Control System used on some JCB Loadall machines. The system uses a six-valve manifold to derate boom lowering and tilting functions as stability limits are approached. It has two operating modes - Load Control mode, which engages automatic cut-out functions, and Ground Work mode, which operates as a standard LMI. The system indicator display has green, amber and red LEDs to indicate the machine's stability status.
Jcb 550 80 load control (supplement) service repair manualfjjsjekksemm
This document provides an introduction and overview of various load control systems used on JCB Loadall machines. It summarizes the key components and functions of each system, including the LCS Six Valve Manifold system, LC1/LC4, LC2/LC3, LC5, MC05, and MC06 systems. The document is intended as a supplement to existing JCB service manuals to provide additional information for servicing machines equipped with these load control systems.
The document provides an overview of the Huawei BTS3900 product. It describes the system architecture, cabinet structures for -48V, +24V and 220V power configurations, logical and software structures. It also covers power distribution modes, monitoring system, reference clocks, signal flow, topologies, configuration principles and typical configurations. Technical specifications include capacity, RF, engineering, surge protection, ports, compliance standards and environmental requirements.
The document discusses network planning tools and case studies for IP-based networks. It begins with an overview of research and education networks (RENs) and tier-1 internet service provider (ISP) networks. It then presents two case studies, one on quality of service deployment at a large ISP and another on network routing and dimensioning using linear programming. Network planning tools from various vendors are also surveyed. The document uses these examples to illustrate challenges in planning reliable, high-capacity networks and techniques for optimizing routing of traffic.
The document is a tutorial on dimensioning IP backbone networks. It discusses routing in IP networks, the need for traffic engineering and network planning to optimize resource usage and costs. It covers basics of network dimensioning such as transmission channels, optimization algorithms, integer linear programming formulations. Examples are provided on dimensioning telephone networks and IP networks to determine required link capacities and transmission equipment while satisfying traffic demands and constraints. The goal is to minimize total network construction and operation costs.
Network Development & Statistics (Addendum A)EM Archieve
This document contains charts and tables summarizing the development of telecommunications networks in Indonesia from 2004-2008. It includes data on the number of installed base transceiver stations (BTS) for the major mobile network operators Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, and Mobile-8. Tables also show the average number of subscribers per BTS, BTS per base station controller (BSC), and BTS per mobile switching center (MSC) for each year and operator.
This document provides charts, tables, and figures summarizing 3G mobile telecommunications market data and infrastructure development in Indonesia from 2006-2009. It details subscriber and base station growth for the major mobile network operators Telkomsel, Indosat, XL, NTS, and HCPT over this period and includes market share information.
This document provides statistics on the development of mobile networks in Indonesia from 2004-2008, including the number of mobile switching centers (MSCs) and base station controllers (BSCs) deployed by the five main mobile operators - Telkomsel, Indosat, Excelcomindo, Bakrie Telecom, and Mobile-8. It contains 13 figures and 12 tables presenting numbers on infrastructure and subscribers for each year and operator over this period.
This document provides charts, tables, and figures summarizing the development of base transceiver stations (BTS) in the Indonesian telecom market from 2004-2008 for the major operators. It shows growth in total BTS installations over time as well as the market share of each operator. Specific data on the annual BTS installations and growth rates for Telkomsel, Indosat, Excelcomindo, Telkom, Bakrie Telecom, and Mobile-8 are presented.
This document provides charts and tables summarizing the subscriber bases of major Indonesian telecom companies from 2004-2008. It includes data on Telkomsel, Telkom FWA, Indosat, Indosat FWA, Excelcomindo, Bakrie Telecom, Mobile-8 and several other wireless carriers. The data includes the annual subscriber numbers, annual growth rates, and compound annual growth rates over the 5-year period for cellular, fixed wireless, and total subscribers for each company. Portion charts are also included showing the breakdown of subscriber types for some companies in 2008.
This document provides statistics and charts on SMS production in the Indonesian telecom market from 2006 to 2008. It includes annual and average monthly/daily SMS production figures for the major operators Telkomsel, Indosat, Excelcomindo and Telkom FWA. It also provides estimates for SMS production from smaller operators and growth rates for total SMS production and for each individual operator over the period.
This document provides data on ARPU (average revenue per user) trends for major mobile operators in Indonesia from 2004 to 2008. It includes ARPU figures and growth rates for the top operators: Telkomsel, Indosat, Excelcomindo, Telkom FWA, Bakrie Telecom and Mobile-8. Charts and tables show blended, postpaid and prepaid ARPU values over time for each operator as well as overall ARPU growth rates. The document aims to present key telecom market facts and numbers on ARPU, a key performance indicator, for the Indonesian mobile market during this period.
This document contains tables and figures summarizing telecom customer bases in Indonesia from 2004-2008. It includes data on fixed wireline, fixed wireless access, mobile/cellular, and wireless subscribers. For each category, it provides total subscriber numbers and market shares for the major operators over this period.
This document provides charts and tables summarizing telecom subscriber numbers and growth in Indonesia from 2004-2008. It includes data on fixed wireline, fixed wireless access, and mobile subscribers as well as breakdowns of wireline vs wireless and fixed vs mobile connections. Growth rates for total telecom subscribers and for specific types of connections like wireless and mobile are presented. Market shares of different connection types are shown in pie charts. Teledensity for total telecom and for wireless/mobile/fixed segments are also included.
The document is a service manual for trucks that provides wiring diagrams and component information. It includes an index listing over 125 component wiring diagrams by page number. Each diagram shows the wiring for a specific component and includes symbols to identify things like connectors, fuses, splices and wire colors. The manual also includes sections with information on grounds, connectors, abbreviations and feedback.
Volvo Fe Truck Wiring Diagram Service Manual Download June 2009 SantySingh5
This document is a service manual for trucks that provides wiring diagrams and component wiring diagrams. It begins with an example wiring diagram layout and explanations of symbols used. The bulk of the document is an indexed section of over 80 individual component wiring diagrams for various vehicle systems. It concludes with sections listing fuse values, relay information, connectors, wiring numbers, components and abbreviations. The manual is intended to assist technicians in servicing and repairing wiring issues on trucks.
This document provides installation and maintenance instructions for a Selenia installation, including a gantry, acquisition workstation, and image receptor. It contains 234 pages across two sections. Section one covers gantry installation, including securing it in position, connecting power and accessories. Section two addresses acquisition workstation installation, connecting it to power and the gantry. Safety, compliance, unpacking and room requirements are also discussed in the preface.
Still wagner mx15 3 forklift service repair manualufjjskekmem
This document is a workshop manual for vehicle models MX15-3 and MX15-3 I. It provides technical specifications and instructions for maintenance and repair. The manual contains chapters covering vehicle data, the drive motor, drive wheel, gear, brake, and steering systems. It also provides details on how the manual should be updated when components are replaced or altered.
Still wagner mx15 3 forklift service repair manualfujsjefjkskekfm
This document is a workshop manual for vehicle models MX15-3 and MX15-3 I. It provides technical information and instructions for maintenance and repair. The manual contains chapters covering various vehicle systems and components. It describes how to update the manual when revisions are made. It also includes a list of contents detailing the topics and page numbers covered.
This document provides operating instructions for several Bürkert flowmeters and flow transmitters - models 8025, 8035, and SE35. It includes sections on the intended use, basic safety information, general information, descriptions of each product's construction, technical specifications, and installation instructions. The technical specifications sections provide details on the operating conditions, certifications, fluid and material properties, dimensions, and electrical characteristics for each model. The installation sections describe how to properly install the products into a piping system using the appropriate sensor fittings.
The document is a service manual that provides wiring diagrams for trucks. It includes an example wiring diagram, an index of component wiring diagrams arranged by page number, and sections about fuses, relays, connectors, abbreviations and other reference information for the wiring diagrams. The purpose is to help technicians service vehicles by providing electrical system schematics.
Jcb 541 70 sway load control (supplement) service repair manualfusjjfksekmme
This document provides a summary of the circuit description and operation of the LCS (Six Valve Manifold) Load Control System used on some JCB Loadall machines. The system uses a six-valve manifold to derate boom lowering and tilting functions as stability limits are approached. It has two operating modes - Load Control mode, which engages automatic cut-out functions, and Ground Work mode, which operates as a standard LMI. The system indicator display has green, amber and red LEDs to indicate the machine's stability status.
Jcb 550 80 load control (supplement) service repair manualfjjsjekksemm
This document provides an introduction and overview of various load control systems used on JCB Loadall machines. It summarizes the key components and functions of each system, including the LCS Six Valve Manifold system, LC1/LC4, LC2/LC3, LC5, MC05, and MC06 systems. The document is intended as a supplement to existing JCB service manuals to provide additional information for servicing machines equipped with these load control systems.
The document provides an overview of the Huawei BTS3900 product. It describes the system architecture, cabinet structures for -48V, +24V and 220V power configurations, logical and software structures. It also covers power distribution modes, monitoring system, reference clocks, signal flow, topologies, configuration principles and typical configurations. Technical specifications include capacity, RF, engineering, surge protection, ports, compliance standards and environmental requirements.
The document discusses network planning tools and case studies for IP-based networks. It begins with an overview of research and education networks (RENs) and tier-1 internet service provider (ISP) networks. It then presents two case studies, one on quality of service deployment at a large ISP and another on network routing and dimensioning using linear programming. Network planning tools from various vendors are also surveyed. The document uses these examples to illustrate challenges in planning reliable, high-capacity networks and techniques for optimizing routing of traffic.
The document is a tutorial on dimensioning IP backbone networks. It discusses routing in IP networks, the need for traffic engineering and network planning to optimize resource usage and costs. It covers basics of network dimensioning such as transmission channels, optimization algorithms, integer linear programming formulations. Examples are provided on dimensioning telephone networks and IP networks to determine required link capacities and transmission equipment while satisfying traffic demands and constraints. The goal is to minimize total network construction and operation costs.
The document discusses broadband connectivity initiatives for Indonesia and outlines several key points:
1) Broadband connectivity in Indonesia consists of end user, access, aggregation, core and transport components as well as management systems and tools.
2) The Indonesian government's Broadband Merah-Putih (MP3EI) initiative aims to achieve 30% land coverage and serve 30% of the population by 2015 using a combination of wired and wireless technologies depending on location.
3) Achieving meaningful and affordable broadband connectivity across Indonesia's diverse regions will require a hybrid networking approach, minimizing capital expenditures, influencing pricing through strong leadership, and facilitating infrastructure sharing between telecom players and other utilities.
PT Eigen Network - Network Planning & OverviewEM Archieve
This document provides an overview of the PT. Eigen International Cable (EIC) network. The EIC will connect Jakarta to Singapore via Sumatra with approximately 2000 km of cable, including 500 km of submarine cable. The network configuration includes DWDM/OADM equipment along the route to provide an initial capacity of 120-200 Gbps. Cable landing stations and buildings will terminate both submarine and terrestrial cables.
Mobile Internet, Broadband & Data ServicesEM Archieve
This document provides charts and tables summarizing mobile internet, broadband, and data service subscriber numbers and market shares in Indonesia from 2007-2009. It focuses on three categories of subscribers - Mobile Internet Intensive (MI-I), Mobile Internet (MI), and Mobile Data (MD). For each year, the subscriber numbers and market shares of the major operators (Telkomsel, Indosat, Excelcomindo) are presented. Subscriber growth rates are also provided. The document aims to present facts and numbers on the Indonesian telecom market regarding these mobile internet and data services.
This document provides charts and tables summarizing internet service market facts and numbers in Indonesia from 2004-2009. It includes data on legacy non-mobile subscribers, mobile intensive subscribers, and subscribers from major internet service providers like Telkom and First Media. Growth rates for total subscribers and major segments are presented. The document compares its own data to numbers reported by APJII, Indonesia's internet service association.
Network Development & Statistics (Addendum B)EM Archieve
This document provides charts and tables summarizing the network capacity and utilization of various telecom operators in Indonesia from 2006 to 2008. It includes data on mobile, fixed wireless access (FWA), and fixed wireless local loop (FWL) networks. The key operators like Telkomsel, Indosat, Excelcomindo and others are shown along with their total network capacity, number of subscribers, and capacity utilization percentage each year. Tables and figures present this data individually for each technology and operator over the three-year period.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
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.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
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
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
State of Artificial intelligence Report 2023kuntobimo2016
Artificial intelligence (AI) is a multidisciplinary field of science and engineering whose goal is to create intelligent machines.
We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.
The State of AI Report is now in its sixth year. Consider this report as a compilation of the most interesting things we’ve seen with a goal of triggering an informed conversation about the state of AI and its implication for the future.
We consider the following key dimensions in our report:
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us.
Predictions: What we believe will happen in the next 12 months and a 2022 performance review to keep us honest.
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!
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QGR Quarterly Growth Rate
CQGR Compound Quarterly Growth Rate
Q408 Fourth Quarter 2008
BS BlackBerry Services
BW Bandwidth
Mbps Mega bit per second
Kbps Kilo bit per second
TSEL PT. Telekomunikasi Selular (PT. Telkomsel)
ISAT PT. Indosat
XL PT. Excelcomindo Pratama
NTS PT. Natrindo Telepon Selular
Smart PT. Smart Telecom
Max As used e.g. in Figure Table 6
It refers to maximum values (BW/User values)
Min As used e.g. in Figure Table 6
It refers to minimum values (BW/User values)
pMax As used e.g. in Figure Table 6
It refers to peak maximum values (BW/User values during peak time)
pMin As used e.g. in Figure Table 6
It refers to peak minimum values (BW/User values during peak time)