AI/ML based Network Traffic Data Prediction model

Business Impact

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Network performance monitoring systems help in locating bottlenecks, maximizing effectiveness, and enhancing user experience.

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OptiSol helped the client in solving the network traffic issue by developing an AI/ML model that determines the network utilization accurately.

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Through this solution, the client was able to determine high data transfer of the service (determine high traffic duration) and able to manage the services based on the data usage of each user.

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They were also able to predict the network data transfer of a service provided by the host.

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The prediction-based solution helped the client in providing a smooth service to their end customers without any network issues.

Technology Stack

Challenges

OptiSol helped the client in solving the network traffic issue by developing an AI/ML model that determines the network utilization accurately. Through this solution, the client was able to determine high data transfer of the service (determine high traffic duration) and able to manage the services based on the data usage of each user. They were also able to predict the network data transfer of a service provided by the host. The prediction-based solution helped the client in providing a smooth service to their end customers without any network issues.

Architecture Diagram

Trusted and Proven Engagement Model

  • A nondisclosure agreement (NDA) is signed to not disclose any sensitive information revealed over the course of doing business together.
  • Our NDA-driven process is established to keep clients’ data and IP safe and secure.
  • The solution discovery phase is all about knowing your target audience, writing down requirements, and creating a full scope for the project.
  • This helps clarify the goals, and limitations, and deliver quality products & services.
  • Our engagement model defines the project size, project development plan, duration, concept, POC etc.
  • Based on these scenarios, clients may agree to a particular engagement model (Fixed Bid, T&M, Dedicated Team).
  • The SOW document shall list details on project requirements, project management tools, tech stacks, deliverables, milestones, timelines, team size, hourly/monthly rate cards, billable hours and invoice details.
  • On signing the SOW, an official project kick-off meeting shall be initiated.
  • Our implementation approach, ecosystem, tools, solutions modelling, sprint plan, etc. shall be discussed during this meeting.

Our Award-Winning Team

A seasoned AI & ML team of young, dynamic and curious minds recognized with global awards for making significant impact on making human lives better

Awarded Bronze Trophy at CII National competition on Digitization, Robotics & Automation (DRA) – Industry 4.0

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5yrs

in AI & ML
Engineering

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40+

AI & ML
Projects for
reputed Clients

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50+

AI & ML
Engineers

Awarded as Winner among 1000 contestants at TechSHack Hackathon

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