1. Internet 2 Members Meeting 20 April 2004 Arlington, VA Mohan Ramamurthy Unidata Program Center UCAR Office of Programs Boulder, CO CRAFT and Unidata: A Natural Partnership

2. Unidata A Program in UCAR* Unidata Mission Statement: Provide data, tools, and community leadership for enhanced Earth-system education and research. At the Unidata Program Center, we Facilitate [Real-time] Data Access Facilitate [Real-time] Data Access Provide Tools Provide Tools Support Faculty and Staff Support Faculty and Staff Build and Advocate for a Community Build and Advocate for a Community *University Corporation for Atmospheric Research (UCAR) is a nonprofit consortium of 68 universities committed to advancing our understanding of atmosphere and other Earth systems.

3. Internet Data Distribution (IDD) Radar Model Satellite About 150+ sites are participating in Unidata Internet Data Distribution (IDD) system

4. Internet2 Traffic (Week of 4/5/04) ApplicationOctetsOctets 1)Iperf21.43%102.3TB 2)NNTP8.88%42.42TB 3)HTTP7.80%37.24TB 4)FTP3.29%15.73TB 5)BitTorrent8.14%38.87TB 6)Shoutcast2.73%13.04TB 7)LDM2.02%9.639TB Unidata IDD/LDM uses more of the Internet2 than any other advanced application;

5. The Unidata LDM The Local Data Manager (LDM) The Local Data Manager (LDM) is a collection of cooperating programs that select, capture, manage, and distribute arbitrary data products.is a collection of cooperating programs that select, capture, manage, and distribute arbitrary data products. is designed for event-driven data distribution, and is currently used inis designed for event-driven data distribution, and is currently used in Internet Data Distribution (IDD). includes network client and server programs and their shared protocols.includes network client and server programs and their shared protocols. supports flexible, site-specific configuration, multiple sources of data products, and user- customizable actions on received data productssupports flexible, site-specific configuration, multiple sources of data products, and user- customizable actions on received data products

6. Data-Feed Topology Source LDM LDM Primary Feed Secondary Feed … … (Relay node) (Leaf node) (Relay node) (Leaf node)

7. Real-time data distribution via IDD/LDM6 Unidata community now extends internationally on several continents

8. Technology Transfer: Operational LDM Use in the NWS Recently, the Korean Meteorological Administration has started using the LDM for some of their internal data distribution to/from nearly 40 weather service offices.

9. IDD Topologies Lightning data Radar data Satellite data Surface/Upper-air data

10. SuomiNet and LDM A network of GPS receivers to provide real-time atmospheric precipitable water vapor measurements and other geodetic and meteorological information SuomiNet collects data from 100+ GPS receivers distributed throughout the world. The observations are sent to Boulder, CO for processing and analysis and then redistributed to the community using the LDM.

11. Generic LDM Installation Product Queue Ingester LDM Server Sending LDM Receiving LDM pqact Decoder Execution Data Flow pqact

12. LDM Specifics Uses registered port 388 Uses registered port 388 Uses TCP and ONC RPC Uses TCP and ONC RPC Actions driven by configuration-file Actions driven by configuration-file Arbitrary data of arbitrary size (0 – 2 32 -1 bytes) Arbitrary data of arbitrary size (0 – 2 32 -1 bytes) One process per downstream (upstream) LDM One process per downstream (upstream) LDM Metadata Metadata Size of data in bytesSize of data in bytes Creation timeCreation time Creation hostnameCreation hostname Feed-type (32 bit integer)Feed-type (32 bit integer) Product identifier (255 byte string)Product identifier (255 byte string) MD5 checksumMD5 checksum

13. LDM Strengths Robust operation in the face of network congestion and outages Robust operation in the face of network congestion and outages Efficient Efficient Event drivenEvent driven Capable of transmitting 2 TB/d from a well-connected, upstream hostCapable of transmitting 2 TB/d from a well-connected, upstream host Highly user-configurable Highly user-configurable Authentication of feed requestsAuthentication of feed requests Requested productsRequested products Processing of received productsProcessing of received products Proven technology: operational since 1994 Proven technology: operational since 1994

14. LDM Limitations Current implementation is UNIX-only Current implementation is UNIX-only Data-product availability is limited by size of product-queue on upstream LDM Data-product availability is limited by size of product-queue on upstream LDM Upstream sites are fixed for duration of LDM session (i.e., static routing) Upstream sites are fixed for duration of LDM session (i.e., static routing) Performance over unreliable connection is limited by inherent receive-timeouts of ONC RPC Performance over unreliable connection is limited by inherent receive-timeouts of ONC RPC Adaptability is limited by single- threaded, multiple-process implementation Adaptability is limited by single- threaded, multiple-process implementation

15. LDM-6 Upgrade Use TCP guaranteed delivery instead of RPCs Use TCP guaranteed delivery instead of RPCs User-selectable product “chunking” User-selectable product “chunking” Real-time statistics gathering and display Real-time statistics gathering and display Code cleanup for greater efficiency Code cleanup for greater efficiency

16. LDM-6 Performance Model Data: Highest Volume Datastream U. Albany U. Illinois U. Washington U. Utah

17. NLDM Benefits Over LDM Flooding algorithm: Flooding algorithm: automated routing through redundancyautomated routing through redundancy Virtually unlimited number of hierarchically structured newsgroups: Virtually unlimited number of hierarchically structured newsgroups: finer granularity of product categorization and subscriptionfiner granularity of product categorization and subscription Cross posting: Cross posting: Multiple “views” of same data productsMultiple “views” of same data products Multiple numbers and types of storage buffers Multiple numbers and types of storage buffers Dynamic construction and destruction of connections Dynamic construction and destruction of connections Backlog handling Backlog handling Protocol supports both push and pull transmission Protocol supports both push and pull transmission NLDM:News Server Technology to Relay Data in Near Real Time

18. NLDM Results INN used “out of the box” with one modification: INN used “out of the box” with one modification: Message ID generation and handling modified to use product signaturesMessage ID generation and handling modified to use product signatures Default approach is to create message ID based on host name Default approach is to create message ID based on host name Doesn't allow duplicate detection based on product content Doesn't allow duplicate detection based on product content Robust delivery with latencies comparable to current LDM Robust delivery with latencies comparable to current LDM May be improved further with additional tuningMay be improved further with additional tuning Local management functionality comparable to current LDM Local management functionality comparable to current LDM Robust automated, dynamic routing Robust automated, dynamic routing Automated connection management Automated connection management

19. NLDM Routing Statistics CONDUIT, Boulder to D.C. ● ● Isabel hit Washington, D.C. Two day window, 30 second bin size Average Latencies Maximum Latencies Boulder → U.Oregon.2 → D.C. Boulder → U.Oregon.1 → D.C. Direct path: Boulder → D.C.

20. MeteoForum MeteoForum Network AMPATHCLARA Buenos Aires Belem San Jose Rio de Janeiro Caracas Bridgetown MeteoForum is a joint project between Unidata and COMET, two programs in UCAR

21. IDD-Brazil Connects to Unidata IDD Current Participants Current Participants UnidataUnidata University of MiamiUniversity of Miami UFRJ (Brazil)UFRJ (Brazil) UFPA (Brazil)UFPA (Brazil) CPTEC/INPE (Brazil)CPTEC/INPE (Brazil) USP (Brazil)USP (Brazil) Infrastructure Infrastructure Internet2Internet2 AMPATH (NSF)AMPATH (NSF) FIUFIU Global CrossingGlobal Crossing RNPRNP ANSPANSP

22. IDD-Brazil - Stress Testing IDD relay of all open feeds to UFRJ Sustained 1.6 GB/hr over 10 day period at end of December Peak rates routinely over 2.3 GB/hr over same period Typical latencies range from 1 to several seconds Impact on relay machine negligible

23. Visualization Software GEMPAK, IDV, McIDAS

24. Shaping the Future of Data Use in the Geosciences We are moving from an era of data provision towards one in which data- and related web-services are important; Multidisciplinary integration and synthesis are emphasized.

25. Thematic Real-time Environmental Distributed Data Servers (THREDDS) Combines IDD “push” with several forms of “pull” and DL discovery About 25 data providers are partners in THREDDS To make it possible to publish, locate, analyze, visualize, and integrate a variety of environmental data Connecting People with Documents and Data THREDDS Middleware