SAN
JOSE, Calif., May 22, 2024
/PRNewswire/ -- B-Yond announced today that its pioneering research
in Artificial Intelligence (AI), Large Language Models (LLM), and
Generative AI (GenAI) has been recognized by the world's largest
technical society, the Institute of Electrical and Electronics
Engineers (IEEE).
The research paper titled "LLMcap: Large Language Model for
Unsupervised PCAP Failure Detection" addresses critical challenges
in identifying failures in Packet Capture (PCAP) data. This
innovative use of LLM in telecommunications offers significant
benefits, including:
- Self-Supervised Learning: Adapt to various use cases
without relying on extensive manual annotation, using
self-supervised learning. This reduces the dependency on scarce
labeled data, speeding up the deployment of new
services.
- High Accuracy Failure Detection: Achieve high accuracy
in detecting failures within PCAP data, identifying abnormalities
and failures in the data exchanged between network components. This
improves the Mean Time to Detect and Repair, enhancing customer
experience and cloud migrations.
- Language Learning Capabilities: Employ masked language
modeling to learn grammar, context, and structure from PCAP files.
This approach detects hidden failures, measures abnormalities in
message sequences and timing, and yields critical insights for
network analysis.
In acknowledgment of this groundbreaking work, the B-Yond data
science team has been invited to present at the IEEE International
Conference on Communications (ICC) on June
13, 2024, at 11:15 AM MST in
Denver, Colorado. The presentation
will take place during a workshop focusing on the Impact of Large
Language Models on 6G Networks.
The ICC, hosted annually by the IEEE Communications Society, is
a global premier event that attracts over 2,000 participants from
more than 70 countries. It features a rich program of keynote
sessions, technical papers, tutorials, workshops, and industry
sessions. As a significant international platform for communication
technology discourse, the ICC substantially contributes to the
IEEE's vast publication archive and plays a crucial role in
establishing new industry standards. More information is available
at https://icc2024.ieee-icc.org/.
"We are proud and excited to be recognized by such a prestigious
organization as IEEE," said Ned
Taleb, CEO of B-Yond. "This is a fantastic opportunity for
B-Yond to demonstrate our contributions to the future of
AI."
About IEEE
With over 400,000 members in 150 countries, IEEE is the world's
largest technical professional organization dedicated to advancing
technology. IEEE authors a significant portion of the global
research literature in electrical and electronics engineering, and
computer science, and develops nearly 900 active industry
standards. For more information, visit www.ieee.org.
About B-Yond
B-Yond revolutionizes network diagnostics with AI-powered
automation, helping telecommunications teams proactively address
network issues at scale. Beyond mere error detection, B-Yond excels
in diagnosing and pinpointing root causes, integrating disparate
data sources to provide actionable insights and remediation
recommendations. This capability extends from pre-production to
large-scale operational environments through our unique predictive
failure technology.
Contact:
contact@b-yond.com
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SOURCE B-Yond