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Tag: Data and Analytics

Categories
Cloud Insights

Prevent your data lake from turning into a data swamp

  • Post author By haripriya.r
  • Post date June 13, 2022

Build a light-weight efficient data lake on Cloud

The future of Service Providers will be driven by agile and data-driven decision-making. Service Providers in the connectedness industry generate data from various sources every day. Hence, integrating and storing their massive, heterogeneous, and siloed volumes of data in centralized storage is a key imperative.

The demand for every service provider is a data storage and analytics solution of high quality, which could offer more flexibility and agility than traditional systems. A serverless data lake is a popular way of storing and analyzing data in a single repository. It features huge storage, autonomous maintenance, and architectural flexibility for diverse kinds of data.

Storing data of all types and varieties in central storage may be convenient but it can create additional issues. According to Gartner, “80% of data lakes do not include effective metadata management capabilities, which makes them inefficient.” The data lakes of the service providers are not living up to expectations due to reasons such as the data lake turning into a data swamp, lack of business impact, and complexities in data pipeline replication.

  • Tags Cloud Migration, Data and Analytics

Categories
Product Engineering

Move to technology-driven smart policing

  • Post author By haripriya.r
  • Post date June 13, 2022

Leverage predictive analytics to reduce crimes and burglaries by 30%

Today, the crime rates in most parts of the world are high, despite taking necessary measures. Reports by FBI reveals, “3.9% increase in the estimated number of violent crimes and a 2.6% decrease in the estimated number of property crimes when compared to 2014.” Due to this, the police forces globally are under tremendous pressure to leverage technologies such as predictive analytics, to draw insights from the vast complex data for fighting the crimes. It not only helps in preventing robberies and burglaries but also aids in better utilization of the limited police resources.

Fig. Predicting crime by applying analytics on data feeds from various sources

As per studies conducted by the University of California, crime in any area follows the same pattern as the earthquake aftershocks. It is difficult to predict an earthquake, but once it happens, the following ones are quite easy to predict. The same is applicable when it comes to crimes in any geographical area. Combinational analysis of the past crime data and other influencing parameters help in predicting the location, time, and category of crime.


With the increasing crime rates, globally the police forces are under tremendous pressure to leverage technologies such as predictive analytics to draw insights from the vast complex data for fighting crimes.

  • Tags Data and Analytics

Categories
Cloud

Observability: Looking beyond traditional monitoring

  • Post author By gayathri.b
  • Post date April 26, 2021
  • No Comments on Observability: Looking beyond traditional monitoring

Gain critical insights into the performance of today’s complex cloud-native environments​

As businesses transition towards multi-layered microservices architecture and cloud-native applications, they often struggle to gain granularity with the traditional monitoring tools. In the traditional method, teams use separate tools to monitor the logs, metrics, events, and performance, hindering unified analysis. Monitoring tools do not give the option to drill down and correlate issues between infrastructure, application performance, and user behavior. Teams often use logs for debugging and performance optimization, which becomes very time-consuming. Static dashboards with human-generated thresholds do not scale or self-adjust to the cloud environment. As thousands of cloud-native services are deployed on a single virtual machine at any given time, monitoring has become cumbersome. Further, conventional monitoring relies on alerting only known problem scenarios. There is no visibility into the unknown-unknowns – unique issues that have never occurred in the past and cannot be discovered via dashboards.​

Businesses need to make their digital business observable such that it is easier to understand, control, and fix.  Hence, they must​ look beyond traditional monitoring. With observability, businesses can gain critical insights into complex cloud-native environments​.​ Observability enables proactive and faster discovery and fixing of problems, providing deeper visibility about issues and what may have caused them.


With observability, businesses can gain critical insights into complex cloud-native environments​.​

  • Tags Cloud Automation and Operations, Data and Analytics

Categories
Operational Excellence

Accelerate cash flows by faster order processing

  • Post author By gayathri.b
  • Post date May 4, 2020
  • No Comments on Accelerate cash flows by faster order processing

Managed Digital Transformation to reduce Order-to-Activate (O2A) cycle time and increase new business wins

The Order-to-Activate (O2A) process is at the heart of every business operation. Simply put, it refers to the end-to-end process of receiving, processing, and fulfilling a customer’s order. A smoother and more efficient order flow will allow the company to process more orders, thus allowing the business to grow more quickly.

The Order-to-Activate process cannot be conducted in isolation; it depends upon numerous roles, departments, and systems. For example, a typical digital service provider takes 15+ teams to traverse through 55+ systems to complete one order. These complexities and increasing inefficiencies in the O2A process leads to longer cycle time, delayed revenue realization, and higher cost.


The complexities and increasing inefficiencies in the Order-to-Activate process lead to longer cycle times, delayed revenue realization, and higher costs.

Businesses need to ensure that their business runs smoothly, and the orders are delivered efficiently and accurately, with minimal chances of error. Adopt the Managed Transformation Model to achieve long term sustainable business benefits like reduced cycle time, accelerated revenue, enhanced customer experience, and maximized cost savings. By doing this, a business can transform its operations holistically and address all the challenges in the O2A process.

Businesses can ensure a reliable and undisrupted high-speed broadband service by adopting the ‘Zero-touch service assurance’ framework. This framework enables continuous remote monitoring to detect connectivity issues proactively and provide automated resolutions.

The model encompasses transformation levers such as:

  • Agile Work Cell: Consolidates multiple functional roles into one hence, reducing the touchpoints in the O2A process. It ensures better control, promotes transparency and eliminates handoffs
  • Process Optimization & Automation: Analyzes the current performance and cycle time elongation factors to identify and implement improvement opportunities
  • Operational Accountability: Provides a Dashboard with end-to-end visibility into each order and the milestones. It also helps in governance, performance tracking and reporting
  • Tags Data and Analytics, Service Delivery Operations

Categories
IT Agility

Minimize the backup failures in data centers

  • Post author By gayathri.b
  • Post date October 19, 2017
  • No Comments on Minimize the backup failures in data centers

According to different analysts, “5% to 25% of the backup jobs are failing across various tiers of data centers”. This impacts data centers heavily in revenue loss and SLA-based penalties. Further loss of essential data deteriorates customer experience. Hence, data centers must identify the root cause and reduce backup failures. The top reasons behind backup failures in data centers are the lack of storage space, database permission issues, and linear processing of high-volume backup jobs. Data centers should leverage a unique solution strategy to eliminate these problems and create successful backups.

Fig: Proven approaches to minimize the backup failure rate


Around 5-25% of the backup jobs are failing across various tiers of data centers

  • Tags Data and Analytics

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    Managed Programmable WAN services

    Transform your E2E legacy WAN through design, engineering, and deployment of SDWAN/SASE. On Day 1, we ensure service delivery & provisioning, technical project management, and NetOps: L1‑L4 support on Day 2.

    Tooling and integration frameworks for rapidly building & operating custom managed services for meeting TCO and GTM objectives. Successfully delivered to various Tier‑1 Telcos

    Technology‑Labs‑as‑a‑Service for onboarding and harnessing higher volume of new technology to stay ahead of the competition

    Rich co‑creation partner ecosystem with leading vendors

    Orchestration capabilities to successfully craft and deliver Network‑as‑a‑Service solutions

    Open API integration of a leading COTS orchestrator with digital BSS-OSS (North) and SDWAN controllers (South) for the transformation of operator legacy service fulfillment to on‑demand pay‑as‑you‑use WAN services

    Open Virtual Exchange (OVX): The OVX brings ready‑to‑use automation use cases, Multi-vendor (MV)‑Lab infrastructure to mirror your environment, and provides self‑serve training, and platforms. It provides a technology vendor marketplace with network‑cloud choices, and SMEs to adopt cloud ISV (Independent Software Vendor) ecosystem services faster

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    5G, Network Cloud & Edge Services

    Realize early benefits by targeting shorter value-chains through our array of services, crafted to support immediate and long-term 5G transformation and monetization goals. Address vital components required to deliver your MVPs and redesign them through our agile feedback loop. The major components for MVPs include technology exploration, Virtual Network Function (VNF)/Cloud‑native VNF onboarding, benchmarking and certification, Network-Cloud solutions, and MANO + 5G OSS reshaping/integration solutions.

    Collaboration with technology labs, co-creation partner ecosystem and Lab‑as‑a‑Service for bootstrapping 5G technology adoption and industrialization

    Multi‑component POCs for open source (ONAP and ORAN), VNF onboarding and benchmarking, and interop testing

    COTS‑based MANO solutions with Open API integration to incumbent OSS functions

    Network-slicing POCs using reference orchestration and devised solutions to resolve the challenges posed by network slice services and lifecycle interdependencies

    Collaboration with web‑scale operators to co‑create vertically integrated MEC and Edge Cloud orchestration

    Lite Edge Orchestrator (LEO):  The LEO is a domain orchestrator for the 5G edge cloud to provision autonomous edge services and manages domain resources. It combines edge computing, and networking (5G, SDN, SDWAN) control on its southbound and exposes an open API interface for services & macro resources (Eg: TMF 638, 639, 640, etc.) for wider digital integration

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    Network Analytics & Assurance

    Get E2E network visibility and enable effective network transformation through our solutions for highly disaggregated networks such as Telco Cloud, IT Multi‑cloud, and 5G vRAN/ORAN. Get access to focused engineering and scalable, specialized components and integrate them into your E2E journeys using TM Forum Open APIs.

    Enhanced network reliability through advanced engineering use‑cases such as Digital Twin, using components like high‑speed message bus, SIEM solutions, ELK monitoring, RCA, and discovery

    Machine‑based high‑resolution and real‑time system forensics during test case runs, using multimodal data (network traces, telemetry, logs, events, and time-series metrics)

    Data-sciences ability for non‑classical insights‑driven AIOps solutions for advanced operations such as predictive assurance, and intelligent network capacity prediction

    Synapt: Synapt facilitates the evolution of big data analytics into an applied intelligence hub. It leverages intelligent capabilities in web‑scale operators and brings together reusable intelligent microservices to build E2E solutions.

    Unified data pipelining

    Easy deployment & monitoring

    Faster AI/ML training using GPU

    Network 360: Network 360, when used as an enabler, delivers real-time 360° network visualization to drive smart decisions.

    Intelligent and convergent view of the network

    Fulfillment of growing demands for network planning, network operations, and various business user communities

    Network Service Assurance (NeSA):  The NeSA is an end‑to‑end service assurance solution over a unified data platform channelized from various sources

    Playbook automation, automated root cause analysis, self‑remediation, and predictive maintenance

    E2E visibility and advanced analytics functions for customer experience center

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    Network Orchestration & Control

    Leverage our experience in developing and delivering transformative, intent-driven service orchestration which efficiently co-work with legacy systems via Open API integration. We help you with both – leading COTS orchestration technologies and open-source industry orchestration initiatives.

    2‑level approach on a rotational basis – COTS‑focused engineering practices, open-source expertise groups and cross‑skilling solution architects

    Partnership with high-caliber OEM engineering services covering the leading technologies – Ciena BluePlanet, Nokia, Cisco NSO, ServiceNow TSM and ONAP

    Fiber‑as‑a‑Service: The Fiber‑as‑a‑Service facilitates faster innovation and revenue growth with out‑of‑the‑box fiber capabilities.

    Accelerate the quote to order service activation

    Scale capabilities aligned to your growth faster with best of breed solution components

    Service Modeler: The Service Modeler offers a rich and easy-to-use UI to design service and data models. Other features of this accelerator are as follows:

    TMF & MEF Compliance: Loaded Blueprints with the TMF & MEF standards

    API specification management: Define API specifications following TMF open APIs and customization

    Change management: Change tracker with lifecycle management and version control

    Network Service Orchestration (NeSO): The NeSO offers full lifecycle management of services across domains (xNFs) with a centralized service catalog & policy management.

    Resource lifecycle management, configuration, activation, and closed-loop control

    Single pane of glass for service inventory and topology, with discovery and reconciliation capabilities

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    Network Automation and NetDevOps

    Leverage our expertise in OSS transformation delivery across the diversity of Telco/DSP environments, and IT automation of multi‑domain hybrid networks and cloud. Transform your cost‑intensive parts of NetOps using our expert user‑defined automation framework or cloud‑age anti‑toil paradigms like Network Reliability Engineering (NRE), and Infrastructure‑as‑Code (IaC).

    Data science capabilities to drive inorganic insights-based digital outcomes like network fault predictions, rapid root cause analysis, and the next best action, especially in cost-intensive operational domains

    Control over cross‑domain solution development and delivery to achieve E2E agility, using our expertise in NetDevOps and test automation

    NetBots.AI: NetBots.AI is a set of network microservices that does the heavy lifting of the repetitive NetOps tasks and improves the efficiency of the network engineers when scaled with a unified GUI and customizable bot catalog.

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    Network Services Advisory

    Formulate strategies, roadmaps, and blueprints for multi‑domain transport networks, Telco Cloud, multi‑cloud IT Infra, NetOps/NetDevOps, automation & orchestration control solutions. Transform your network with our expertise in network & cloud domain, NetOps transformation delivery, and labs‑led research/exploration in 5G/SDN/NFV/Data Science.

    Actionable insights and consensus from multi‑organizational, multi-stakeholder landscapes for vital, yet conflicting priorities like security, interoperability, speed-to-market, and profitability

    Evaluation and selection of the right Original Equipment Manufacturers (OEMs) and Independent Software Vendors (ISVs) for network transformation landscape

    Identification of best‑in‑the‑industry solutions to adopt network of the future, that is service-oriented, flexible, and democratized

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    Konsolidierung des Netzwerkinventars

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    How to build a solid business case for service & network orchestrator easily

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    Strategies to drive efficiency and reduce cost in DSP’s retail billing operations

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    Implementing Software-Defined Networking (SDN)-based traffic steering model for video on demand (VoD) services

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    Transforming KPN into a digital Telco through SDN-NFV

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    Delivering operational excellence through scalable RPA

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    Achieving end-to-end service orchestration across hybrid networks

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    Imbedding AI and robotics at the core of your operations

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    SDN-NFV: Network Transformation

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    Emergency-Aware Platform

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    Employee Engagement at Prodapt

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    Business Intelligence & Analytics for MVNOs

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    Oil & Gas IoT Solutions

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    Churn Prediction Modeling for Communication Service Providers

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    Boosting Sales Through Business Intelligence & Predictive Analytics

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    Key Elements in Building BI Analytics Solution for Telcos

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    Optimizing Telecom Inventory Management Through Business Intelligence & Analytics

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    Profitability Analysis for Communications Service Providers

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