Prohibition of Discriminatory Tariffs for Data Services Regulations, 2016D Murali ☆
TRAI releases the Prohibition of Discriminatory Tariffs for Data Services Regulations, 2016
(Source: http://www.trai.gov.in/WriteReadData/WhatsNew/Documents/Regulation_Data_Service.pdf)
Impact on TMT industry from Union Budget 2020aakash malhotra
The budget inter-alia aims to focus on three important aspects: ease of living, ease of doing business, and ease of transactions. Several policy measures are proposed for harnessing the potential of disruptive technologies such as Artificial intelligence, Internet of things (IOT), 3D printing, drones, etc. See More https://www2.deloitte.com/in/en/pages/pages/tax/articles/in-tmt-budget-expectations-noexp.html
Today’s mobile market is growing quickly, and the growth is not slowing down anytime soon. According to the Cisco® Visual Networking Index (VNI) Global Mobile Data Traffic Forecast, 2013-2018, both the number of mobile subscribers and the volume of traffic are expected to grow dramatically. By 2018, there will be more than 10 billion mobile-ready devices and connections, about 3 billion more than in 2013. At the same time, the report indicates that in the same timeframe, global mobile IP traffic will reach an annual run rate of 190 exabytes, up from less than 18 exabytes in 2013.
Mobile operators, enterprises, and over-the-top (OTT) players alike are looking at new ways to take advantage of the growth. New mobile virtual network operators (MVNOs) are appearing, and they can use the network and assets of mobile virtual network enablers (MVNEs) to set up their network and create new business models and enter different markets.
In order to bring long-term business success in the MVNO and MVNE business, MVNOs and MVNEs need to use their current capabilities to their best advantage and create new and differentiated services that are hard for their competitors to replicate. With the Cisco MVNO and MVNE solution, consisting of the Cisco Policy Suite (PS) of software solutions, the Cisco Virtualized Packet Core (vPC), and the Cisco ASR 5000 Series Aggregation Services Router Packet Gateway, MVNOs and MVNEs can achieve the business outcomes in providing services that are segmented, targeted, and quick to roll out. This Cisco solution enables you to:
● Increase service value with innovative services to end users
● Generate higher perceived value in your services
● Differentiate yourself and effectively identify and gain market
● Develop an extensible platform that allows you to easily introduce new technologies such as access control
● Increase your average revenue per user (ARPU) as your business grows or increase the ARPU of your current base
This white paper outlines typical use cases of MVNOs and MVNEs and the Cisco solution to address them.
Prohibition of Discriminatory Tariffs for Data Services Regulations, 2016D Murali ☆
TRAI releases the Prohibition of Discriminatory Tariffs for Data Services Regulations, 2016
(Source: http://www.trai.gov.in/WriteReadData/WhatsNew/Documents/Regulation_Data_Service.pdf)
Impact on TMT industry from Union Budget 2020aakash malhotra
The budget inter-alia aims to focus on three important aspects: ease of living, ease of doing business, and ease of transactions. Several policy measures are proposed for harnessing the potential of disruptive technologies such as Artificial intelligence, Internet of things (IOT), 3D printing, drones, etc. See More https://www2.deloitte.com/in/en/pages/pages/tax/articles/in-tmt-budget-expectations-noexp.html
Today’s mobile market is growing quickly, and the growth is not slowing down anytime soon. According to the Cisco® Visual Networking Index (VNI) Global Mobile Data Traffic Forecast, 2013-2018, both the number of mobile subscribers and the volume of traffic are expected to grow dramatically. By 2018, there will be more than 10 billion mobile-ready devices and connections, about 3 billion more than in 2013. At the same time, the report indicates that in the same timeframe, global mobile IP traffic will reach an annual run rate of 190 exabytes, up from less than 18 exabytes in 2013.
Mobile operators, enterprises, and over-the-top (OTT) players alike are looking at new ways to take advantage of the growth. New mobile virtual network operators (MVNOs) are appearing, and they can use the network and assets of mobile virtual network enablers (MVNEs) to set up their network and create new business models and enter different markets.
In order to bring long-term business success in the MVNO and MVNE business, MVNOs and MVNEs need to use their current capabilities to their best advantage and create new and differentiated services that are hard for their competitors to replicate. With the Cisco MVNO and MVNE solution, consisting of the Cisco Policy Suite (PS) of software solutions, the Cisco Virtualized Packet Core (vPC), and the Cisco ASR 5000 Series Aggregation Services Router Packet Gateway, MVNOs and MVNEs can achieve the business outcomes in providing services that are segmented, targeted, and quick to roll out. This Cisco solution enables you to:
● Increase service value with innovative services to end users
● Generate higher perceived value in your services
● Differentiate yourself and effectively identify and gain market
● Develop an extensible platform that allows you to easily introduce new technologies such as access control
● Increase your average revenue per user (ARPU) as your business grows or increase the ARPU of your current base
This white paper outlines typical use cases of MVNOs and MVNEs and the Cisco solution to address them.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
Quantitative Data AnalysisReliability Analysis (Cronbach Alpha) Common Method...2023240532
Quantitative data Analysis
Overview
Reliability Analysis (Cronbach Alpha)
Common Method Bias (Harman Single Factor Test)
Frequency Analysis (Demographic)
Descriptive Analysis
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.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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
2. The Governor of CITC after looking at all the regulations, bylaws and results of the public consultation (no-21-8-1428), acting on the mission of CITC
and supporting active and fair competition in Telecommunications & IT in Saudi Arabia including protection of public interest has taken the steps to
introduce the following definition of Active Subscribers.
Adopting the following active subscriber definition in mobile telecommunication:
1.Active subscriber (applicable to prepaid and post-paid) in the mobile segment is as follows:
• Who is registered in the internal subscriber application in the internal system of mobile service provider (i.e HLR). The subscriber has to
make either of the follow money barring (payment) actions in the last ninety (90) days since registration or since last bill payment.
• Making voice calls or video calls
• Sending SMS or MMS
• Sending or receiving through international roaming
• Transferring data, including internet.
2.Without interfering to the national numbering plan and the decision(s) related to that subject. The subject is used for collecting the active
subscribers only
3.The service provider should provide the CITC with the Active Subscriber every three months (quarter) and to be sent to the CITC no later than 1
month at the end of each quarter or whenever the CITC makes the request.
4.The CITC on a regularly basis will publish the Active Subscribers numbers.
5.The service providers when announcing their subscriber numbers should use the definition stated by the CITC.
6.This decision should be noted to whomever it may concern and to be adopted and providing the first report of this definition, starting from the end
of the first quarter of 2008.
ADOPTING THE ACTIVE SUBSCRIBER DEFINITION IN MOBILE TELECOMMUNICATION
Communications, Space & Technology Commission (Saudi Arabia)
https://www.cst.gov.sa/en/Decisions/Pages/188-1428.aspx
2008
3. Postpaid mobile subscription
Postpaid mobile-cellular telephone subscriptions refers to the total number of mobile-cellular subscriptions where subscribers
are billed after their use of mobile services, at the end of each month. The postpaid service is provided on the basis of a prior
arrangement with a mobile cellular operator. Typically, the subscriber’s contract specifies a limit or allowance of minutes, text
messages, etc. The subscriber will be billed at a flat rate for any usage equal to or less than that allowance. Any usage above
that limit incurs extra charges. Theoretically, a subscriber in this situation has no limit on use of mobile services and, as a
consequence, unlimited credit.
Prepaid mobile subscription
Prepaid mobile-cellular telephone subscriptions (ITU code i271p) Refers to the total number of mobile-cellular telephone
subscriptions that use prepaid refills. These are subscriptions where, instead of paying an ongoing monthly fee, users
purchase blocks of usage time. Only active subscriptions should be included (those used at least once in the last three months
for making or receiving a call or carrying out a non-voice activity such as sending or reading an SMS or accessing the Internet).
Fixed Telephone subscriptions
Fixed-telephone subscriptions refers to the sum of active number of analogue fixed-telephone lines, voice-over-IP (VoIP)
subscriptions, fixed wireless local loop (WLL) subscriptions.
ACTIVE SUBSCRIBER INDICATOR AND DEFINITION
Telecommunications Markets Indicators in the Kingdom of Bahrain
Jan, 2017
4. ACTIVE SUBSCRIBER INDICATOR AND DEFINITION
Telecommunications Markets Indicators in the Kingdom of Bahrain
Jan, 2017
Active mobile-broadband subscriptions
Active mobile-broadband subscriptions refers to the sum of standard mobile-broadband and dedicated mobile broadband
subscriptions to the public Internet. It covers actual subscribers, not potential subscribers, even though the latter may have
broadband enabled-handsets. The indicator can be further broken down into:
Standard mobile-broadband subscriptions (ITU code i271mb_active): Refers to active mobile-cellular subscriptions
with an advertised data speed of 256 kbit/s or greater that allow access to the greater Internet via HTTP and have been
used to make a data connection using Internet protocol (IP) in the previous three months. Standard SMS and MMS
messaging do not count as active Internet data connections, even if they are delivered via IP. This includes mobile
subscriptions that use mobile-broadband services on a pay-per-use basis. It excludes mobile subscriptions with a separate
monthly data plan for mobile-broadband access (see Indicator 25b, Dedicated mobile broadband subscriptions).
Dedicated mobile-broadband subscriptions (ITU code i271md): Refers to subscriptions to dedicated data services
(over a mobile network) that allow access to the greater Internet and that are purchased separately from voice services,
either as a standalone service (e.g. using a data card such as a USB modem/dongle) or as an add-on data package to
voice services that requires an additional subscription. All dedicated mobile-broadband subscriptions with recurring
subscription fees are included as ‘active data subscriptions’ regardless of actual use. Prepaid mobile-broadband plans