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cover of episode The Power of Time Series Data in IoT | InfluxData's Evan Kaplan | Internet of Things Podcast

The Power of Time Series Data in IoT | InfluxData's Evan Kaplan | Internet of Things Podcast

2025/1/28
logo of podcast IoT For All Podcast

IoT For All Podcast

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Evan Kaplan
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Evan Kaplan: 时间序列数据是带有时间戳的信息,对物联网中的遥测至关重要。传感器是物联网的基础,它们使用时间序列数据进行通信。管理时间序列数据的挑战在于其高摄取率、数据汇总和转换、数据清除以及高基数。InfluxData通过构建具有内置功能的开源数据库来应对这些挑战,优化摄取和响应时间。从一开始就使用时间序列数据库,以便在系统扩展时获得真正的优势。

Deep Dive

Chapters
This chapter defines time series data as timestamped information crucial for telemetry and autonomy in IoT systems. It highlights the role of sensors in generating time series data and the evolution of databases used to manage it.
  • Time series data is timestamped information.
  • It's fundamental to telemetry and building autonomous systems.
  • Sensors generate time series data.
  • Databases have evolved to handle this data more efficiently.

Shownotes Transcript

In this episode of the IoT For All Podcast, Evan Kaplan, CEO of InfluxData, joins Ryan Chacon to discuss time series data in IoT. The conversation covers the challenges of managing time series data, architecture and design considerations for handling time series data, optimizing data ingestion, organization, and querying, the integration of time series data with machine learning models, and the growing role of sensors and data in creating intelligent, autonomous systems.

Evan Kaplan is a passionate entrepreneur and technology leader with nearly 25 years of experience in the CEO role. Evan’s career spans from creating startups in his own garage to leading NASDAQ-listed companies generating nearly $200M in annual revenue. Prior to InfluxData, Evan served as Executive in Residence at Trinity Ventures, President and CEO at iPass Corporation (the leader in global Wi-Fi connectivity), and Founder, Chairman, and CEO at Aventail Corporation (the pioneer of SSLVPNs, now part of the Dell Corporation).

InfluxData is the creator of InfluxDB, the leading time series platform used to collect, store, and analyze all time series data at any scale. Developers can query and analyze their time-stamped data in real-time to discover, interpret, and share new insights to gain a competitive edge. InfluxData is a remote-first company with a globally distributed workforce.

Discover more about IoT at https://www.iotforall.com)

Find IoT solutions: https://marketplace.iotforall.com)

More about InfluxData: https://www.influxdata.com)

Connect with Evan: https://www.linkedin.com/in/kaplanevan/)

(00:00) Intro

(00:09) Evan Kaplan and InfluxData

(00:47) What is time series data?

(03:57) Managing time series data and challenges

(09:15) What IoT applications use time series data?

(12:04) Trends in data management

(13:28) Future outlook on sensors and data

(15:28) Learn more and follow up

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