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:This Project is open to the public and we welcome all those who would like to be involved.
:This Project is open to the public and we welcome all those who would like to be involved.


:Time is one of the key elements to improve efficiency in a distributed system. Theoretically, the performance of a distributed system depends on the synchronization of its elements. Several industries such as telecom, mobile, power, industrial, professional audio and video and many more have embraced the need for highly accurate and more importantly reliable distribution and synchronization of time and frequency across packet networks. Although the use case scenario for each of the industries is different, they all share one common thing and that is, time synchronization. Since there is a diverse need for time synchronization across different industries, driven from different use cases and applications, managing the needs of this industry chain can become a challenge.
:Time is a key element to get the highest efficiency in a distributed system. The performance of a distributed system depends on the synchronization of its elements. Several industries such as telecom, mobile, power, industrial, professional audio and video and many more have embraced the need for highly accurate and more importantly reliable distribution and synchronization of time and frequency across packet networks. Although the use case scenario for each of the industries is different, they all share one common thing and that is, time synchronization. Since there is a diverse need for time synchronization across different industries, driven from different use cases and applications, managing the needs of this industry chain becomes a challenge.


Time Appliances Project (TAP) aims to provide a platform to bring together the community, discuss, standardize and share technologies and solutions across industries with the datacenter applications and datacenter network infrastructure as the main interest. The project aims to bring together the community of datacenter operators, application developers, and equipment and semiconductor companies together to enable datacenter time-sensitive applications such as consistency in distributed systems, edge computing, AR/VR and IoT. These applications will greatly benefit from high accuracy, reliable, and scalable distribution and synchronization of time.
Time Appliances Project (TAP) aims to provide a platform to bring together, discuss, standardize and share technologies and solutions across industries with the datacenter applications and datacenter network infrastructure as the main interest. The project aims to bring together the community of datacenter operators, application developers, and equipment and semiconductor companies together to enable datacenter time-sensitive applications such as consistency in distributed systems, edge computing, AR/VR and IoT. These applications will greatly benefit from high accuracy, reliable, and scalable distribution and synchronization of time.


IEEE 1588 Precision Timing Protocol (PTP) and other synchronization methods have been adopted by various industries to maximize the efficiency of various distributed system use cases. Each use case scenario comes with a set of requirements and configurations. These configurations are collected as a ‘PTP profile’. Time appliances project aims to support the development of a PTP profile for datacenter applications and datacenter network infrastructure. The profile will cover time-sensitive applications over OCP-compliant and PTP-aware networking infrastructure such as network switches, network clocks, network interface cards, timing modules & connectors, etc. Additionally, the profile will address various requirements for high accuracy and reliable distribution and synchronization of time, such as expected performance, networking, software API, data models, deployment and telemetry. The project also aims at openness and interoperability through the use of open-source PTP software implementations for timing appliances.
IEEE 1588 Precision Timing Protocol (PTP) and other synchronization methods have been adopted by various industries to maximize the efficiency of various distributed system use cases. Each use case scenario comes with a set of requirements and configurations. These configurations are collected as a ‘PTP profile’. Time appliances project aims to support the development of a PTP profile for datacenter applications and datacenter network infrastructure. The profile will cover time-sensitive applications over OCP-compliant and PTP-aware networking infrastructure such as network switches, network clocks, network interface cards, timing modules & connectors, etc. Additionally, the profile will address various requirements for high accuracy and reliable distribution and synchronization of time, such as expected performance, networking, software API, data models, deployment and telemetry. The project also aims at openness and interoperability through the use of open-source PTP software implementations for timing appliances.
IEEE P3335 Standard for Architecture and Interfaces for Time Card defines the generic architecture and interfaces of a time card system, which constitutes a traceable source of time-of-day to heterogeneous systems that distribute and/or use that time. Additionally, this standard defines figures of merit that univocally characterize the relevant performance of the Time Card. The Time Card provides a traceable time-of-day for systems directly attached to it, as well as networked distributed systems. Such systems include, but are not limited to, servers hosting the Time Card, and servers synchronized with the Time Card using such protocols as Precision Time Protocol (PTP) or Network Time Protocol (RFC Request for Comments) 5905). This standard also defines the basic building blocks of the Time Card and their interfaces in order to allow modularization. The main building blocks include time source, local oscillator, and time processor. Additionally, this standard defines interfaces between the Time Card and other systems. This includes physical interfaces that allow input and output of time-related signals. This also includes logical interfaces that are compatible with Portable Operating System Interface for UNIX (POSIX) and include for example an interface to share a Physical Hardware Clock (PHC). This allows sharing the time of day with other systems, as well as providing means for diagnostic and configuration. The definition of logical interfaces allows for a variety of Time Card's form factors (e.g. Peripheral Component Interconnect Express (PCIe)) while ensuring uniform support from the operating system. Any device that complies with this standard provides performance figures that are obtained following the specifications of this standard. As such, different implementations of the Time Card can be easily compared in terms of performance.


Datacenter applications are the primary target of time appliances project. In addition, the project extends to related topics on time synchronization in academia, research and other industries. The time appliances project brings together the community and will be highly collaborative through technical meetings and collaboration with other OCP Projects including the Networking, Storage, Server, and Telco Projects.
Datacenter applications are the primary target of time appliances project. In addition, the project extends to related topics on time synchronization in academia, research and other industries. The time appliances project brings together the community and will be highly collaborative through technical meetings and collaboration with other OCP Projects including the Networking, Storage, Server, and Telco Projects.
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! Project !! Objective !! Lead !! Mailing List !! Status
! Project !! Objective !! Lead !! Mailing List !! Status
|-  
|-  
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Time-Card #1]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Open-Time-Server #1]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Time-Card Time Card]
| Development of the Time Card
| [mailto:clk@meta.com Ahmad Byagowi, Ph.D.]
|
| [https://www.opencompute.org/contributions Submitted]
|-
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Open-Time-Server #2]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Open-Time-Server Open Time Server]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Open-Time-Server Open Time Server]
| Development of an open time server for DC and Edge systems
| Development of an open time server for DC and Edge systems
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| [https://www.opencompute.org/contributions Submitted]
| [https://www.opencompute.org/contributions Submitted]
|-
|-
| [https://www.opencompute.org/wiki/TAP_Data_Center_PTP_Profile #3]
| [https://www.opencompute.org/wiki/TAP_Data_Center_PTP_Profile #2]
| [https://www.opencompute.org/wiki/TAP_PTP_Profile Data Center PTP Profile]   
| [https://www.opencompute.org/wiki/TAP_PTP_Profile Data Center PTP Profile]   
| Development of a PTP Profile tailored for data center applications
| Development of a PTP Profile tailored for data center applications
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| [https://www.opencompute.org/contributions Submitted]
| [https://www.opencompute.org/contributions Submitted]
|-
|-
| [https://www.opencompute.org/wiki/TAP_Precision_Time_APIs #4]
| [https://www.opencompute.org/wiki/TAP_Precision_Time_APIs #3]
| [https://www.opencompute.org/wiki/TAP_Precision_Time_APIs Precision Time APIs]
| [https://www.opencompute.org/wiki/TAP_Precision_Time_APIs Precision Time APIs]
| Time APIs to disseminate the time error (error bound) and bring accurate time to the user space
| Time APIs to disseminate the time error (error bound) and bring accurate time to the user space
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| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Precise-Time-API Submitted]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Precise-Time-API Submitted]
|-
|-
| [https://www.opencompute.org/wiki/TAP_Oscillators #5]
| [https://www.opencompute.org/wiki/TAP_Oscillators #4]
| [https://www.opencompute.org/wiki/TAP_Oscillators Oscillators]
| [https://www.opencompute.org/wiki/TAP_Oscillators Oscillators]
| Classification and measuring of oscillators  
| Classification and measuring of oscillators  
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| [https://www.opencompute.org/contributions Submitted]
| [https://www.opencompute.org/contributions Submitted]
|-
|-
| [https://www.opencompute.org/wiki/TAP_PTP_Servos #6]
| [https://www.opencompute.org/wiki/TAP_PTP_Servos #5]
| [https://www.opencompute.org/wiki/TAP_PTP_Servos PTP Servos]
| [https://www.opencompute.org/wiki/TAP_PTP_Servos PTP Servos]
| Design and Implement Advanced PTP Servos
| Design and Implement Advanced PTP Servos
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| Work in progress
| Work in progress
|-
|-
| [https://www.opencompute.org/wiki/TAP_Instrumentation #7]
| [https://www.opencompute.org/wiki/TAP_Instrumentation #6]
| [https://www.opencompute.org/wiki/TAP_Instrumentation Instrumentation and Measurement]
| [https://www.opencompute.org/wiki/TAP_Instrumentation Instrumentation and Measurement]
| Open source instrumentation and measurement/testing tools for PTP
| Open source instrumentation and measurement/testing tools for PTP
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| Work in progress
| Work in progress
|-
|-
| [https://www.opencompute.org/wiki/Wireless_TimeSync #8]
| [https://www.opencompute.org/wiki/Wireless_TimeSync #7]
| [https://www.opencompute.org/wiki/Wireless_TimeSync Precision Time Synchronization over Wireless]
| [https://www.opencompute.org/wiki/Wireless_TimeSync Precision Time Synchronization over Wireless]
| Open source Implementations of Precision Time Synchronization over Wireless
| Open source Implementations of Precision Time Synchronization over Wireless
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| Work in progress
| Work in progress
|-
|-
| [https://www.opencompute.org/wiki/PTM_Readiness #9]
| [https://www.opencompute.org/wiki/PTM_Readiness #8]
| [https://www.opencompute.org/wiki/PTM_Readiness Precision Time Measurement Readiness Status]
| [https://www.opencompute.org/wiki/PTM_Readiness Precision Time Measurement Readiness Status]
| List of Hardware and Software with Precision Time Measurement Support
| List of Hardware and Software with Precision Time Measurement Support
| [mailto:kevin.b.stanton@gmail.com Kevin Stanton, Ph.D.] <br> [mailto:julianstj@fb.com Julian St. James]
| [mailto:kevin.b.stanton@gmail.com Kevin Stanton, Ph.D.] <br> [mailto:julianstj@fb.com Julian St. James]
|
| Work in progress
|-
| [https://www.opencompute.org/wiki/Academia_Industry_Engagement #10]
| [https://www.opencompute.org/wiki/Academia_Industry_Engagement Time Synchronization Industry-Academia workstream (TSIAW)]
| Academic and Industry Engagement for Advancement of Precision Time Applications
| [mailto:Dan.Biederman@intel.com Dan Biederman] <br> [mailto:helbakoury@gmail.com.com Hesham Albakoury]
|
|
| Work in progress
| Work in progress
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| July 28, 2021
| July 28, 2021
|-  
|-  
| [https://github.com/opencomputeproject/Time-Appliance-Project/raw/master/Precise-Time-API TAP Software]
| [https://github.com/opencomputeproject/Time-Appliance-Project/tree/master/Software TAP Software]
| Software
| Software
| [https://github.com/opencomputeproject/Time-Appliance-Project/raw/master/Precise-Time-API/Precise%20Time%20API%201.0.docx v1]
|  
| July 28, 2021
| July 28, 2021
<!-- #2  -->
<!-- #2  -->
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| [https://www.opencompute.org/documents/ocp-tap-oscillator-spec-jan-8-2022-docx-pdf Classification and Measuring of Oscillators]
| [https://www.opencompute.org/documents/ocp-tap-oscillator-spec-jan-8-2022-docx-pdf Classification and Measuring of Oscillators]
| Spec
| Spec
| [https://www.opencompute.org/documents/ocp-tap-oscillator-spec-jan-8-2022-docx-pdf v1]
| v1
| January 8, 2022
| January 8, 2022
|}
|}
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Join the meeting from your computer, tablet or smartphone:
Join the meeting from your computer, tablet or smartphone:
* [https://opencompute-org.zoom.us/j/82085665807?pwd=cUwzaTh1UE9HZEpRRUsvVk5Db1NIQT09 Zoom Room Link]
* [https://opencompute-org.zoom.us/j/82085665807?pwd=cUwzaTh1UE9HZEpRRUsvVk5Db1NIQT09 Zoom Room Link]
* Meeting ID: 820 8566 5807


Dial in
Dial in:
* +1 929 205 6099 US (New York)
* +1 929 205 6099 US (New York)
* +1 301 715 8592 US (Washington DC)
* +1 301 715 8592 US (Washington DC)
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* +1 346 248 7799 US (Houston)
* +1 346 248 7799 US (Houston)
* +1 669 900 6833 US (San Jose)
* +1 669 900 6833 US (San Jose)
* Meeting ID: 820 8566 5807


===Upcoming Calls===
===Upcoming Calls===
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|-
|-
| #108
| #90
| <font color="green">Aug-28, 2024</font>
| <font color="green">Dec-20, 2023</font>
| <font color="green">Time-Based Computation in LLMs using SNNs</font>
| <font color="green">Creating Time - The role of quantum physics in Primary Time and Frequency References </font>
| <font color="green">Jason Eshraghian, Ph.D.</font>
| <font color="green">David Chandler</font>


|-
|-
| #107
| #89
| <font color="green">Aug-14, 2024</font>
| <font color="green">Dec-06, 2023</font>
| <font color="green">Hybrid Machine Learning Fusion Architecture for PNT Situational Awareness</font>
| <font color="green">5G PNT Using TV Transmitters</font>
| <font color="green">Stanley Radzevicius, Ph.D.</font>
| <font color="green">Stefan Maier</font>


|-
|-
| #106
| #88
| <font color="green">Jul-31, 2024</font>
| <font color="green">Nov-22, 2023</font>
| <font color="green">Clocks and the Thermodynamic Limitations of Timekeeping</font>
| <font color="green">Avnu Alliance: TSN Testing & Certification programs</font>
| <font color="green">Paul Erker, Ph.D.</font>
| <font color="green">Dave Cavalcanti & Genio Kronauer</font>


|-
|-
| #105
| #87
| <font color="green">Jul-17, 2024</font>
| <font color="green">Nov-08, 2023</font>
| <font color="green">Race Conditions and Exactly Once Semantics In Distributed Systems</font>
| <font color="green">Pendulum: Sync your clocks with memory-safe NTP and PTP</font>
| <font color="green">Paul Borrill, Ph.D.</font>
| <font color="green">David Venhoek</font>


|}
|}
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===Recordings from Past Calls===
===Recordings from Past Calls===


====2024====
====2023====
{| class="wikitable sortable"  
{| class="wikitable sortable"  
|-  
|-  
! Index !! Date !! Topics !! Speakers !! Slides  
!
|-
! Date !! Topics !! Speakers !! Slides  
|-
|-
| #104
| Jul-3, 2024
| [https://www.youtube.com/watch?v=oc3pxvBVQIk Latest Trends in Crystals & Oscillators]
| Madura Fontaine
| [https://drive.google.com/file/d/1UQbfySDCN_Yu4NjE2sXU3WCA5J51-1jc/view?usp=sharing Slides]
|-
| #103
| Jun-19, 2024
| [https://www.youtube.com/watch?v=E5u9InD8KMU Synchronization Use Cases and Requirements for Data Center Network]
| Liuyan Han, Ph.D.
| [https://docs.google.com/presentation/d/11tXQ5C3QTkH3NFm5xTnRyWMGw-Aj9wFs/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
| #102
| Jun-05, 2024
| [https://www.youtube.com/watch?v=MY34daTyctY A Façade of Newtonianism in Networking and it’s Consequences]
| Paul Borrill, Ph.D.
| [https://drive.google.com/file/d/12MmAgaxQuUEZ4kmEw__eJkPzLyhByso-/view?usp=sharing Slides]
|-
| #101
| May-22, 2024
| [https://www.youtube.com/watch?v=BJ96RRacvbQ Does Accurate Time Matter for Tasks that need Consensus?]
| Ken Birman, Ph.D.
| [https://docs.google.com/presentation/d/1qkp_6FwoINUjiiCEnt6U-umGMQtZe2YZ/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
| #100
| May-8, 2024
| [https://www.youtube.com/watch?v=UbjxwY77-2E PTP: There at the Beginning]
| John Eidson, Ph.D., Kang Lee, Doug Arnold, Ph.D.
| [https://drive.google.com/file/d/17xgPMDQ4iSSaaYqz7kBtyMnMb9L4BPv9/view?usp=sharing Slides]
|-
| #99
| Apr-24, 2024
| [https://www.youtube.com/watch?v=ukNS9Oa0U2M Real-World Optical Timekeeping]
| Marty Boyd, Ph.D.
| [https://drive.google.com/file/d/121Z-g-3GdvQClJQL_x9y7IM4rjEC0IAF/view?usp=sharing Slides]
|-
| #98
| Apr-10, 2024
| [https://www.youtube.com/watch?v=vSrWgwRFzeY Clock Coherence: from Terrestrial Microdatacenters to Interstellar Attoprobeswarms]
| Paul Borrill, Ph.D.
| [https://drive.google.com/file/d/1LtrQROT7HAcPHAVJ3Uu8BnmAJQ0nmWE5/view?usp=sharing Slides]
|-
| #97
| Mar-27, 2024
| [https://www.youtube.com/watch?v=P2jTIdlXByQ The future of UT1 vs UTC]
| Patrizia Tavella, Ph.D.
| [https://docs.google.com/presentation/d/1z9t9stZvrqVjmtDmyGRoGNBasBilt6RX/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
| #96
| Mar-13, 2024
| [https://www.youtube.com/watch?v=GqyVA5EtVR4 What is Time?]
| Demetrios Matsakis, Ph.D.
| [https://docs.google.com/presentation/d/1ViiniuINJPJRI7fo1dHe25HjbSFhYXqf/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
| #95
| Feb-28, 2024
| [https://www.youtube.com/watch?v=AQHYJOfL7Lo Reliable, Fast Failure Detection with Deterministic Interactions in Datacenters]
| Davide Rovelli
| [https://drive.google.com/file/d/1y91mD7zIzwMeHkigHD18oudCiF2qx8oL/view?usp=sharing Slides]
|-
| #94
| Feb-14, 2024
| [https://www.youtube.com/watch?v=CoEuHGUIUFw Precision Data Movement]
| Dan Biederman
| [https://drive.google.com/file/d/1-XvvyatDnU-JIeQX4hMHb2B3G7e0-QUL/view?usp=sharing Slides]
|-
| #93
| Jan-31, 2024
| [https://www.youtube.com/watch?v=jjrGzLxAqOo GNSS augmented sub-ns precision timing and 4 constellation NMA]
| Roel de Vries
| [https://drive.google.com/file/d/1pnoM8hpeWWqqJnSIA_2wSC5IJ0Ux6nLv/view?usp=sharing Slides]
|-
| #92
| Jan-17, 2024
| [https://www.youtube.com/watch?v=HkQCHocm2uU Let's talk Servos - Key to Synchronization]
| Greg Armstrong
| [https://drive.google.com/file/d/1h5P1aSmpeOw9jjzRnA9NmePsa1KB1yrl/view?usp=sharing Slides]
 
|-
| #91
| Jan-03, 2024
| [https://opencompute-org.zoom.us/rec/play/yaQoTC0p_O1BoD5teTp-fjILN0xcFk63jeBT6eg_38-nX-PPynd_9yXSQ6VXiWn0lywykmRNCKusCt2J.xfTJAbXEAGlSWkH7?canPlayFromShare=true&from=my_recording&continueMode=true&pwd=rl0WP5G8_oGITMjiUVMN68noSiQ09kNV&componentName=rec-play&originRequestUrl=https%3A%2F%2Fopencompute-org.zoom.us%2Frec%2Fshare%2Fa7aZ1CcfbS6vVSiNnJl8tW5P18PY4HWK9sdsZdN85rgKYLLhG0zKHv2cmtyFnNMK.VTWqgehs1rmPfHt_%3Fpwd%3Drl0WP5G8_oGITMjiUVMN68noSiQ09kNV Precision Timekeeping Applications Discussion for Optical Atomic Clocks]
| Judith Olson, Ph.D.
| [https://drive.google.com/file/d/1xnih8QwdoUMZ9akEeDFYrIOJ8OUYKJLd/view?usp=sharing Slides]
 
|}
 
====2023====
{| class="wikitable sortable"
 
 
|-
| #90
| Dec-20, 2023
| [https://opencompute-org.zoom.us/rec/share/CHpK50G-nnNOj-NIcalGSa9ZDHCCWVSWzg61BwFghuO2_c4ns9VXcfoGr9XOr3M6.KPwSaKpRtXFdbLXH?startTime=1703098102000&pwd=BnBCNHz-j4AmSU5ZYK33-6eeqh1R95Fm Atomic Clocks – Quantum theory in action for 80 years and counting]
| David Chandler
| [https://drive.google.com/file/d/1toyLLtwsKgTuVTfydHN6WVdl_L9K3Ic7/view?usp=sharing Slides]
 
|-
| #89
| Dec-06, 2023
| [https://opencompute-org.zoom.us/rec/share/2lad12rw_dW-prbBT6981ROdLTeGEVkzVtsJOcxhawZA2vohHy4TzbZw7DcAmTil.mJiI83pXshw6ZMCc?pwd=BoYC9ve4zfFUPZw3-ltH7iHt3S3G4fkP 5G PNT Using TV Transmitters]
| Stefan Maier
| [https://drive.google.com/file/d/1_xuypHoWuIwGeze2a-fSZrpCwFGh_1hA/view?usp=drive_link Slides]
 
|-
|-
| #88
| Nov-22, 2023
| [https://opencompute-org.zoom.us/rec/play/l65hnICrPXV3TaH4he_Naf2QJVOeufy3yJa4kclmCOrKRDJxueq2nf9UTXiTWD7unH8a5Lg9KXZIGpCr.aScLUz6Txz4y_OwM?canPlayFromShare=true&from=my_recording&continueMode=true&pwd=lsn712xLW8RBYB-TWtHUKVgsekrtTwq-&componentName=rec-play&originRequestUrl=https%3A%2F%2Fopencompute-org.zoom.us%2Frec%2Fshare%2FpYIZEUNsOemmiNflzqkwrdJOyiJoXVN3natjMk20YHGcMfMDtAO6SUTl4mc_eTuX.Z-I6encFATlB8nuw%3Fpwd%3Dlsn712xLW8RBYB-TWtHUKVgsekrtTwq- Avnu Alliance: TSN Testing & Certification programs]
| Dave Cavalcanti & Genio Kronauer
| [https://drive.google.com/file/d/1PJOw1bpWK9vZ5RqJ9Tt3dEU6umRUv7kr/view?usp=drive_link Slides]
|-
| #87
| Nov-08, 2023
| [https://www.youtube.com/watch?v=AYLXprAF1Rs Pendulum: Sync your clocks with memory-safe NTP and PTP]
| David Venhoek
| [https://drive.google.com/file/d/1X2GUlF2qQBCjKnpFTr0D5u44oxG6FrpA/view?usp=sharing Slides]


|-
|-
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| Seth Friedman
| Seth Friedman
| [https://drive.google.com/file/d/1Y7OoA4xQqerFP_NK3iVxv3Z3T6jm__Sl/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Y7OoA4xQqerFP_NK3iVxv3Z3T6jm__Sl/view?usp=sharing Slides]
|-
|-
| #84
| #84
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| Robert Lindauer
| Robert Lindauer
| [https://drive.google.com/file/d/1w-CB2bqPBBM5u7He-0ci5KRP9XQDfZHi/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1w-CB2bqPBBM5u7He-0ci5KRP9XQDfZHi/view?usp=sharing Slides]
|-
|-
| #83
| #83
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| Joran Dirk Greef
| Joran Dirk Greef
| [https://drive.google.com/file/d/1-c9yAW3iFkCRzuD1NU9kP47Jy_ER_zZN/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1-c9yAW3iFkCRzuD1NU9kP47Jy_ER_zZN/view?usp=sharing Slides]
|-
|-
| #82
| #82
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| Julian St. James
| Julian St. James
| [https://docs.google.com/presentation/d/1qTW_YAglMlAnUvz76P0BZidEhEjmL-5v/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
| [https://docs.google.com/presentation/d/1qTW_YAglMlAnUvz76P0BZidEhEjmL-5v/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
|-
| #81
| #81
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| Charlie Meyer
| Charlie Meyer
| [https://drive.google.com/file/d/1Gg500QMU07DZsGzbFuZCI8_86pgqiQca/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Gg500QMU07DZsGzbFuZCI8_86pgqiQca/view?usp=sharing Slides]
|-
|-
| #80
| #80
Line 381: Line 241:
| Kevin Stanton, Ph.D.
| Kevin Stanton, Ph.D.
| [https://docs.google.com/presentation/d/1e0Ls-H9d8yR4pjitUA0gvdg7iETZVhNe/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
| [https://docs.google.com/presentation/d/1e0Ls-H9d8yR4pjitUA0gvdg7iETZVhNe/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-
|-
| #79
| #79
Line 388: Line 247:
| Thomas Behn
| Thomas Behn
| [https://drive.google.com/file/d/18KaVi2oLI3tRtlPRv6xERaBBFKbzPVNw/view?usp=sharing Slides]
| [https://drive.google.com/file/d/18KaVi2oLI3tRtlPRv6xERaBBFKbzPVNw/view?usp=sharing Slides]
|-


|-
| #78
| #78
| Aug-02, 2023
| Aug-02, 2023
Line 395: Line 254:
| Judah Levine, Ph.D.
| Judah Levine, Ph.D.
| [https://drive.google.com/file/d/1Xt7o4DZ8sAp8UGrd6hULQKxliUXmqEiT/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Xt7o4DZ8sAp8UGrd6hULQKxliUXmqEiT/view?usp=sharing Slides]
|-


|-
| #77
| #77
| Jul-19, 2023
| Jul-19, 2023
Line 402: Line 261:
| David Mitlyng
| David Mitlyng
| [https://drive.google.com/file/d/1Z9ma59EhhJ9aQpl8slKmCRFesHj78iVn/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Z9ma59EhhJ9aQpl8slKmCRFesHj78iVn/view?usp=sharing Slides]
|-


|-
| #76
| #76
| Jul-05, 2023
| Jul-05, 2023
Line 409: Line 268:
| Fatima Anwar Ph.D.
| Fatima Anwar Ph.D.
| [https://drive.google.com/file/d/1VBqPgoMPiuJbP3neGJ7G2xEy_hFhcRos/view?usp=drive_link Slides]
| [https://drive.google.com/file/d/1VBqPgoMPiuJbP3neGJ7G2xEy_hFhcRos/view?usp=drive_link Slides]
|-


|-
| #75
| #75
| Jun-21, 2023
| Jun-21, 2023
Line 416: Line 275:
| Christian Farrow
| Christian Farrow
| [https://drive.google.com/file/d/1k89IgcCAxQglaONoIRgjWAlOZFdpFL6-/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1k89IgcCAxQglaONoIRgjWAlOZFdpFL6-/view?usp=sharing Slides]
|-


|-
| #74
| #74
| Jun-07, 2023
| Jun-07, 2023
Line 423: Line 282:
| Oliver Rawashdeh, Ph.D.
| Oliver Rawashdeh, Ph.D.
| [https://drive.google.com/file/d/1GiTpmssbvEoFKDV8PUiwb6ngRByP9LZt/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1GiTpmssbvEoFKDV8PUiwb6ngRByP9LZt/view?usp=sharing Slides]
|-


|-
| #73
| #73
| May-24, 2023
| May-24, 2023
Line 430: Line 289:
| Ya-Shian Li-Baboud
| Ya-Shian Li-Baboud
| [https://drive.google.com/file/d/1Prf25gpgpOJAoPTeLuLGRlPDZHomE-th/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Prf25gpgpOJAoPTeLuLGRlPDZHomE-th/view?usp=sharing Slides]
|-


|-
| #72
| #72
| May-10, 2023
| May-10, 2023
Line 437: Line 296:
| Thomas Rødningen
| Thomas Rødningen
| [https://drive.google.com/file/d/1Dxia0kTfSHPBxuw-FscyLWtW5l-nBGw9/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1Dxia0kTfSHPBxuw-FscyLWtW5l-nBGw9/view?usp=sharing Slides]
|-


|-
| #71
| #71
| Apr-26, 2023
| Apr-26, 2023
Line 444: Line 303:
| Lu Pan
| Lu Pan
| [https://drive.google.com/file/d/1SV7Fvtdb9bau4s3Id4pqaNnJilWYIbxX/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1SV7Fvtdb9bau4s3Id4pqaNnJilWYIbxX/view?usp=sharing Slides]
|-


|-
| #70
| #70
| Apr-12, 2023
| Apr-12, 2023
Line 451: Line 310:
| L. Johnsen, K. Stanton, W. Wasko, B. Wheeler  
| L. Johnsen, K. Stanton, W. Wasko, B. Wheeler  
| [https://drive.google.com/file/d/1FcZT31S3GGhB-fxqKQ-_apV2vz38vFW8/view?usp=share_link Slides]
| [https://drive.google.com/file/d/1FcZT31S3GGhB-fxqKQ-_apV2vz38vFW8/view?usp=share_link Slides]
|-


|-
| #69
| #69
| Mar-29, 2023
| Mar-29, 2023
Line 458: Line 317:
| Myrick Wilbur, Ph.D.
| Myrick Wilbur, Ph.D.
| [https://drive.google.com/file/d/1g9mI16YDC-ow8iHmxQcshURhTlWXvrcU/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1g9mI16YDC-ow8iHmxQcshURhTlWXvrcU/view?usp=sharing Slides]
|-


|-
| #68
| #68
| Mar-15, 2023
| Mar-15, 2023
Line 465: Line 324:
| Dana Weinstein, Ph.D.
| Dana Weinstein, Ph.D.
| [https://drive.google.com/file/d/1cvhG04kgPhoSMuDkPzkwB8o6lr3i07Bn/view?usp=share_link Slides]
| [https://drive.google.com/file/d/1cvhG04kgPhoSMuDkPzkwB8o6lr3i07Bn/view?usp=share_link Slides]
|-


|-
| #67
| #67
| Mar-01, 2023
| Mar-01, 2023
Line 472: Line 331:
| Gustavo Lopez
| Gustavo Lopez
| [https://drive.google.com/file/d/1TKM1c1qNhhr-HZAAqUqnxOKD7EA9mIEZ/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1TKM1c1qNhhr-HZAAqUqnxOKD7EA9mIEZ/view?usp=sharing Slides]
|-


|-
| #66
| #66
| Feb-15, 2023
| Feb-15, 2023
Line 479: Line 338:
| Edward A. Lee, Ph.D.
| Edward A. Lee, Ph.D.
| [https://drive.google.com/file/d/1vZ6XE6EtGG6bBenenfsHhCJae82MP6NF/view?usp=sharing Slides]
| [https://drive.google.com/file/d/1vZ6XE6EtGG6bBenenfsHhCJae82MP6NF/view?usp=sharing Slides]
|-


|-
| #65
| #65
| Feb-01, 2023
| Feb-01, 2023
Line 486: Line 345:
| Vipin Sharma
| Vipin Sharma
| [https://docs.google.com/presentation/d/17DaakAe6mvpIGzVCOMH31n1J9usw7JSb/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
| [https://docs.google.com/presentation/d/17DaakAe6mvpIGzVCOMH31n1J9usw7JSb/edit?usp=sharing&ouid=104727018165459345315&rtpof=true&sd=true Slides]
|-


|-
| #64
| #64
| Jan-18, 2023
| Jan-18, 2023
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