Difference between revisions of "EJFAT"

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−
= Abstract =
+
== Technical Overview ==
  
−
We describe a collaboration between Energy Sciences Network (ESnet) and Thomas Jefferson National Laboratory (JLab) for proof of concept engineering to program a Field Programmable Gate Array (FPGA) for network data routing of commonly tagged UDP packets to individual and configurable destination endpoints in an end-point compute work load balanced manner, including some additional tagging for stream reassembly at the endpoint. The primary purpose of this FPGA based acceleration is to load balance work to destination compute farm endpoints with low latency and full line rate bandwidth of 100 Gbs with feedback from the destination compute farm.  ESnet used P4 programming on the FPGA to process meta-data in the UDP packet stream to route packets with a common tag to dynamically configurable endpoints controlled by the endpoint farm.  Control plane programming tasks included work-load status notifications from destination endpoints and notification processing by the FPGA host CPU to dynamically re-configure routing tables for the FPGA P4 code.
+
[[EJFAT Technical Design Overview]]
  
−
= EJFAT Overview =
+
== Presentations/Papers ==
 +
{| class="wikitable"
 +
|-
 +
!date
 +
!presenter
 +
!Event
 +
!links
 +
|-
 +
|2021-12-01
 +
|T. Jeske
 +
|[https://indico.cern.ch/event/855454/ ACAT2021]
 +
|([https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023012/ACAT_2021_v1.pdf PDF] [https://indico.cern.ch/event/855454/contributions/4597451/attachments/2357033/4023011/ACAT_2021_v1.pptx PPTX])
 +
|-
 +
|2021-11-30
 +
|D. Lawrence
 +
|DOE Nuclear Physics PI Exchange Meeting
 +
|([https://docs.google.com/presentation/d/15BbsDtUm5jJQHJQuun3GtV1Qo272vGzIGEA0ihrGOec/edit?usp=sharing slides])
 +
|-
 +
|2021-11-17
 +
|N. Jarvis
 +
|[https://halldweb.jlab.org/wiki-private/index.php/June_30,_2021,_Analysis_Working_Group GlueX Production & Analysis Meeting]
 +
|([https://halldweb.jlab.org/doc-private/DocDB/ShowDocument?docid=5371 slides])
 +
|-
 +
|2021-11-05
 +
|T. Britton
 +
|Canisius College Seminar
 +
|([https://docs.google.com/presentation/d/1Vb26-fTx5mxDYqcG_BOXRi4w9kdJnRFTr0C5BwM2vDU/edit#slide=id.gfd51fecf9e_0_105 slides], [[Media:2021.11.05.AIEC_Canisius.pdf|PDF]])
 +
|-
 +
|2021-10-07
 +
|N. Jarvis
 +
|IOP NPG Colloquium
 +
|([https://halldweb.jlab.org/doc-public/DocDB/ShowDocument?docid=5324 slides])
 +
|-
 +
|2021-09-09
 +
|T. Jeske
 +
|[https://indico.bnl.gov/event/10699/ AI4EIC Workshop]
 +
|([https://indico.bnl.gov/event/10699/contributions/53860/attachments/37034/60994/AI4EIC_Jeske.pdf slides])
 +
|-
 +
|2021-07-26
 +
|T. Jeske
 +
|[https://indico.jlab.org/event/462/ JLab A.I. Town Hall]
 +
|([https://indico.jlab.org/event/462/contributions/8849/attachments/7306/10085/AI_TownHall2021-5.pdf slides])
 +
|-
 +
|2021-06-30
 +
|T. Jeske
 +
|[https://halldweb.jlab.org/wiki-private/index.php/June_30,_2021,_Analysis_Working_Group GlueX Production & Analysis Meeting]
 +
|([https://jeffersonlab.sharepoint.com/:b:/s/DataScience/EWbGo2Xl_K1CgxEh0TvKeLABIrdrl5YCIFCrzB9hcJSbuQ?e=iXivoJ slides])
 +
|}
  
−
This collaboration between ESnet and JLab for FPGA Accelerated Transport (EJFAT) seeks an application specific and dynamic network data routing capability to route selected UDP traffic with endpoint feedback.
+
== Resources ==
 +
* [https://www.sciencedirect.com/science/article/pii/S0168900220302771 CDC NIM paper]
 +
* [https://www.sciencedirect.com/science/article/abs/pii/S0168900220312043 GlueX beamline & detector NIM paper]
 +
* [https://halldweb.jlab.org/wiki/index.php/GlueX_Project_Overviews Intro to GlueX - links to videos]
  
−
EJFAT will add meta-data to UDP data streams to be used both by
 
  
−
<ul>
+
* [https://halldweb.jlab.org/wiki/index.php/Getting_Started_At_GlueX#Software Getting started with GlueX software]
−
<li>the intervening FPGA, acting as a routing work Load Balancer (LB), to re-direct data packets from multiple logical input streams sharing a common tag and route to endpoints
+
* [https://halldweb.jlab.org/DocDB/0048/004800/003/CDC_calibrations.pdf CDC calibrations and CCDB tables]
−
<li>an endpoint Reassembly Engine (RE) to perform custom reassembly resulting from network equipment fragmentation.
+
* [https://halldweb.jlab.org/cgi-bin/ccdb/objects Calibration const database CCDB browser] [https://github.com/JeffersonLab/ccdb/wiki/CCDB-CLI CCDB wiki on CLI]
−
</ul>
+
* [https://halldweb.jlab.org/rcdb/runs/ Run conditions database RCDB browser] [https://halldweb.jlab.org/rcdb/runs/search?runFrom=50000&runTo=59999&q=cdc_gas_pressure%3E99.9+and+cdc_gas_pressure%3C100.1+and+%40is_2018production example search query]
  
−
The routing/reassembly meta-data included in the source data header in the payload is generic in design and it is being first utilized for streamed (non-triggered) data from the JLab DAQ to a back-end compute farm.
 
  
−
In the initial JLab deployment context, the FPGA will use a common time-stamp or equivalent '''tick''' value across detector Data Acquisition System (DAQ) channels for the purpose of routing all data packets sharing a common tick to a predesignated but dynamically reconfigurable end-point to load balance ensuing work across the collection of end-points in an end-point status aware manner (see Figure X in Appendix X).
+
* [https://halldweb.jlab.org/wiki/index.php/RunPeriod-2018-08_Validation Data validation page for fall 2018 - see spreadsheet link]
 +
* [https://halldweb.jlab.org/wiki/index.php/RunPeriod-2019-11_Validation Data validation page for fall 2019 - see spreadsheet links for batches of data]
  
−
This load balancing of computational work is under direct control of the compute farm via dynamic management of routing information communicated to the FPGA host CPU which is passed on to the FPGA.
+
== CCDB ==
−
 
 
−
As the routed data is opaque to this design, it should be reusable for other data streams with customizable routing needs.
 
−
 
 
−
= Read Out Controller Processing =
 
−
The Read Out Controllers (ROC) of the JLab DAQ system will be enhanced to stream data via UDP and include new meta-data prepended to the original payload that serves the needs of
 
−
<ul>
 
−
<li>the  LB to route data from all ROC channels with common'''ticks'''
 
−
<li>the destination fragmentation RE to reassemble link aggregated packets into proper sequence. Figure X is a diagram of the new data stream processing requirements for the JLaB DAQ system.
 
−
</ul>
 
−
 
 
−
This new meta-data, populated by the JLab DAQ system, consists of two parts; the first for the LB and the second for the RE.
 
−
 
 
−
== Load Balancer Meta-Data ==
 
−
The LB meta-data (Figure X, cyan section) is 96 bits that in order consists of
 
−
<ul>
 
−
<li>'''LB Control Word''' is 32 bits (bits 0-31) such that
 
−
<ul>
 
−
<li>bits 0-7 ASCII character ’L’</li>
 
−
<li>bits 8-15 ASCII character ’B’</li>
 
−
<li>bits 16-23 LB '''version number''' starting at 1 (constant for run duration)</li>
 
−
<li>bits 24-31 '''Protocol Number''' (very useful for protocol decoders e.g., wireshark/tshark )</li>
 
−
</ul></li>
 
−
<li>'''Tick''' (Time stamp or equivalent) is a 64 bit quantity (bits 32-95) that for a DAQ run duration
 
−
<ul>
 
−
<li>Monotonically increases</li>
 
−
<li>Unique</li>
 
−
<li>Never rolls over</li>
 
−
<li>Never resets</li>
 
−
<li>Serves as a common tag across multiple DAQ ROC channels/packets related to the same time-stamped data transfer.</li>
 
−
</ul></li>
 
−
</ul>
 
−
 
 
−
In standard IETF RFC format:
 
−
<pre>protocol &#39;L:8,B:8,Version:8,Protocol:8,Tick:64&#39;
 
−
0                  1                  2                  3 
 
−
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
 
−
|      L      |      B      |    Version    |    Protocol  |
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
 
−
|                                                              |
 
−
+                              Tick                            +
 
−
|                                                              |
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+</pre>
 
−
 
 
−
== Reassembly Engine Meta-Data ==
 
−
The '''RE meta-data''' (Figure X, yellow section) is 64 bits and consists of
 
−
<ul>
 
−
<li>bits 0-3 Version number</li>
 
−
<li>bits 4-13 Reserved</li>
 
−
<li>bit 14 indicates first packet</li>
 
−
<li>bit 15 indicates last packet</li>
 
−
<li>bits 16-31 ROC Id</li>
 
−
<li>bits 32-63 packet sequence number or optionally data offset byte number for reassembly</li>
 
−
</ul>
 
−
In standard IETF RFC format:
 
−
<pre>protocol &#39;Version:4,Rsvd:10,First:1,Last:1,ROC-ID:16,Offset:32&#39;
 
−
0                  1                  2                  3 
 
−
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
 
−
|Version|        Rsvd      |F|L|            ROC-ID            |
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
 
−
|                            Offset                            |
 
−
+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+</pre>
 
−
 
 
−
The resultant DAQ data stream is shown just below the block diagram in Figure X and depicts the stream UDP packet structure from the DAQ system to the LB. Individual packets are meta-data tagged both for the LB, to route based on '''tick''' to the proper compute node, and for the RE with packet '''offset''' spanning the collection of packets for a single '''tick''' for eventual destination reassembly.
 
−
 
 
−
The depicted sequence is only illustrative, and no assumption about the order of packets with respect to either '''tick''' or '''offset''' should be made by the LB or the RE.
 
−
 
 
−
[[File:Esnet-JLab-network-diagram-v002d-roc.png|border|1600px|link=|"ROC Data Stream Processing"]]
 
−
 
 
−
= UDP Header =
 
−
The UDP Header will be populated as follows:
 
−
<ul>
 
−
<li>: '''Source Port''' = lower 16 bits of Load Balancer '''Tick''' (for LAG switch entropy)</li>
 
−
<li>: '''Destination Port''' = Value that indicates LB should perform load balancing (else packet is discarded) = 'LB' = 0x4c42</li>
 
−
</ul>
 
−
The resultant DAQ data stream is shown below the block diagram and depicts the stream UDP packet structure. Individual packets
 
−
 
 
−
= ROC Aggregation Switch =
 
−
 
 
−
Individual ROC channels will be aggregated for maximum throughput by a switch using Link Aggregation Protocol (LAG) or similar where the network traffic downstream of the switch will be addressed to the LB FPGA (see (Figure X, Appendix X).
 
−
 
 
−
If the LAG configured switch proves to be incapable of meeting line rate throughput (100Gbs), then an additional FPGA(s) can be engineered to subsume this function as depicted in Figure X.
 
−
 
 
−
[[File:Esnet-JLab-network-diagram-v002a-roc-1.png|border|"ROC Channel Load Balancing"]]
 
−
 
 
−
= LB Processing =
 
−
 
 
−
The FPGA resident LB aggregates data across all DAQ channels for a single discrete '''tick''' and routes this aggregated data to individual end compute nodes in cooperation with the FPGA host chassis CPU using algorithms designed for the host CPU and feedback received from the end compute node farm, maintaining complete opacity of the UDP payload to the LB (except for the LB meta-data).
 
−
 
 
−
== Data Plane (FPGA) Processing ==
 
−
 
 
−
[[File:LB-data-pln.png|border|"Data Plane Flow Chart"]]
 
−
 
 
−
<ul>
 
−
<li>Packet Parsing Stage
 
−
<ul>
 
−
<li>Headers defined in the previous stage will be parsed and made available for the remaining stages.</li>
 
−
<li>The Event Payload MUST NOT be parsed by the load balancer.</li>
 
−
</ul></li>
 
−
<li>Input Packet Filter Stage
 
−
<ul>
 
−
<li>Implemented as a P4 table with the following properties</li>
 
−
<li>Max Entries: 32</li>
 
−
<li>Key:
 
−
<ul>
 
−
<li>(Exact Match) EtherType</li>
 
−
<li>(Exact Match) (96b 0 <span class="math"> ∥ </span> IPv4 Dst) OR IPv6 Dst</li>
 
−
<li>(Binary Match) UDP Dst Port</li>
 
−
</ul></li>
 
−
<li>Value: None</li>
 
−
<li>A miss in this table MUST result in the packet being discarded since it is not intended for the load balancer.</li>
 
−
<li>The P4 code in this stage must also check both the Magic and Version fields in the LB Header. A mismatch from the expected values MUST result in the packet being discarded.</li>
 
−
</ul></li>
 
−
<li>Calendar Epoch Assignment Stage
 
−
<ul>
 
−
<li>Implemented as a P4 table with the following properties</li>
 
−
<li>Max Entries: 128</li>
 
−
<li>Key: (Ternary Match) 64b LB Event Number (Timestamp)</li>
 
−
<li>Value: 32b Calendar Epoch</li>
 
−
</ul></li>
 
−
<li>Load Balance Calendar to Member Map Stage
 
−
<ul>
 
−
<li>Implemented as a P4 table with the following properties</li>
 
−
<li>Max Entries: 2048</li>
 
−
<li>Key:
 
−
<ul>
 
−
<li>(Exact Match) 32b Calendar Epoch</li>
 
−
<li>(Exact Match) 9b Calendar Slot (ie. LB Event Number &amp; 0x1FF)</li>
 
−
</ul></li>
 
−
<li>Value: 16b LB Member ID</li>
 
−
</ul></li>
 
−
<li>Load Balance Member Info Lookup Stage
 
−
<ul>
 
−
<li>Implemented as a P4 table with the following properties</li>
 
−
<li>Max Entries: 1K</li>
 
−
<li>Key:
 
−
<ul>
 
−
<li>(Exact Match) 16b EtherType (IPv4 or IPv6)</li>
 
−
<li>(Exact Match) 16b LB Member ID</li>
 
−
</ul></li>
 
−
<li>Value:
 
−
<ul>
 
−
<li>8b Action ID
 
−
<ul>
 
−
<li>1 = IPv4 Rewrite</li>
 
−
<li>2 = IPv6 Rewrite</li>
 
−
</ul></li>
 
−
<li>IPv4 Rewrite Action
 
−
<ul>
 
−
<li>48b MAC DA (for next-hop router)</li>
 
−
<li>32b IPv4 Dst</li>
 
−
<li>16b UDP Dst Port</li>
 
−
</ul></li>
 
−
<li>IPv6 Rewrite Action
 
−
<ul>
 
−
<li>48b MAC DA (for next-hop router)</li>
 
−
<li>128b IPv6 Dst</li>
 
−
<li>16b UDP Dst Port</li>
 
−
</ul></li>
 
−
</ul></li>
 
−
<li>'''Note:''' Rewrite Action type must match the input packet’s EtherType. E.g. An Input IPv4 packet cannot use the IPv6 Rewrite Action and vice versa.</li>
 
−
<li>'''Note:''' Before applying the rewrite actions, the original packet’s MAC DA should be copied into the MAC SA. This will ensure that the outgoing packet will be sent from exactly the MAC address that the original packet was destined to. This will help to keep the MAC FDB entries in the adjacent switches from expiring.</li>
 
−
<li>'''Note:''' Packets will be transmitted back out the port they were received on.</li>
 
−
</ul></li>
 
−
</ul>
 
−
 
 
−
The resultant LB data stream is shown just above the block diagram in Figure X and depicts the stream UDP packet structure from the LB to the RE concerning an arbitrary '''single''' destination compute node. Individual packets here are still meta-data tagged both for the LB and RE. <strong>The RE for a target compute node will see a collection of packets that share a common '''tick'''</strong>.
 
−
 
 
−
The depicted sequence is only illustrative, and no assumption about the order of packets with respect to the '''offset''' should be made by the RE.
 
−
 
 
−
=== LB Data Plane P4 Code ===
 
  
 
<pre>
 
<pre>
−
1      // -*- Mode: c -*-
+
wget https://halldweb.jlab.org/dist/ccdb.sqlite --no-check-certificate
−
2      #include <core.p4>
+
setenv CCDB_CONNECTION sqlite:///<path_to_ccdb.sqlite>
−
3      #include <xsa.p4>
+
setenv JANA_CALIB_URL $CCDB_CONNECTION
−
 
+
ccdb -i (just to make sure that it's working)
−
4      struct intrinsic_metadata_t {
 
−
5              bit<64> ingress_global_timestamp;
 
−
6              bit<64> egress_global_timestamp;
 
−
7              bit<16> mcast_grp;
 
−
8              bit<16> egress_rid;
 
−
9      }
 
−
 
 
−
10      header ethernet_t {
 
−
11              bit<48> dstAddr;
 
−
12              bit<48> srcAddr;
 
−
13              bit<16> etherType;
 
−
14      }
 
−
 
 
−
15      header ipv6_t {
 
−
16              bit<4>  version;
 
−
17              bit<8>  trafficClass;
 
−
18              bit<20>  flowLabel;
 
−
19              bit<16>  payloadLen;
 
−
20              bit<8>  nextHdr;
 
−
21              bit<8>  hopLimit;
 
−
22              bit<128> srcAddr;
 
−
23              bit<128> dstAddr;
 
−
24      }
 
−
 
 
−
25      header ipv4_t {
 
−
26              bit<4>  version;
 
−
27              bit<4>  ihl;
 
−
28              bit<8>  diffserv;
 
−
29              bit<16> totalLen;
 
−
30              bit<16> identification;
 
−
31              bit<3>  flags;
 
−
32              bit<13> fragOffset;
 
−
33              bit<8>  ttl;
 
−
34              bit<8>  protocol;
 
−
35              bit<16> hdrChecksum;
 
−
36              bit<32> srcAddr;
 
−
37              bit<32> dstAddr;
 
−
38      }
 
−
 
 
−
39      header ipv4_opt_t {
 
−
40              varbit<320> options; // IPv4 options - length = (ipv4.hdr_len - 5) * 32
 
−
41      }
 
−
 
 
−
42      header udp_t {
 
−
43              bit<16> srcPort;
 
−
44              bit<16> dstPort;
 
−
45              bit<16> totalLen;
 
−
46              bit<16> checksum;
 
−
47      }
 
−
 
 
−
48      header udplb_t {
 
−
49              bit<16> magic;          /* "LB" */
 
−
50              bit<8>  version;        /* version 0 */
 
−
51              bit<8>  proto;
 
−
52              bit<64> tick;
 
−
53      }
 
−
54      #define SIZEOF_UDPLB_HDR 12
 
−
 
 
−
55      struct short_metadata {
 
−
56              bit<64> ingress_global_timestamp;
 
−
57              bit<9>  egress_spec;
 
−
58              bit<1>  processed;
 
−
59              bit<16> packet_length;
 
−
60      }
 
−
61
 
−
62      struct headers {
 
−
63              ethernet_t      ethernet;
 
−
64              ipv4_t          ipv4;
 
−
65              ipv4_opt_t      ipv4_opt;
 
−
66              ipv6_t          ipv6;
 
−
67              udp_t          udp;
 
−
68              udplb_t        udplb;
 
−
69      }
 
−
 
 
−
70      // User-defined errors
 
−
71      error {
 
−
72              InvalidIPpacket,
 
−
73              InvalidUDPLBmagic,
 
−
74              InvalidUDPLBversion
 
−
75      }
 
−
 
 
−
76      parser ParserImpl(packet_in packet, out headers hdr, inout short_metadata short_meta, inout standard_metadata_t smeta) {
 
−
77              state start {
 
−
78                      transition parse_ethernet;
 
−
79              }
 
−
 
 
−
80              state parse_ethernet {
 
−
81                      packet.extract(hdr.ethernet);
 
−
82                      transition select(hdr.ethernet.etherType) {
 
−
83                              16w0x0800: parse_ipv4;
 
−
84                              16w0x86dd: parse_ipv6;
 
−
85                              default: accept;
 
−
86                      }
 
−
87              }
 
−
88              state parse_ipv4 {
 
−
89                      packet.extract(hdr.ipv4);
 
−
90                      verify(hdr.ipv4.version == 4 && hdr.ipv4.ihl >= 5, error.InvalidIPpacket);
 
−
91                      packet.extract(hdr.ipv4_opt, (((bit<32>)hdr.ipv4.ihl - 5) * 32));
 
−
92                      transition select(hdr.ipv4.protocol) {
 
−
93                              8w17: parse_udp;
 
−
94                              default: accept;
 
−
95                      }
 
−
96              }
 
−
97              state parse_ipv6 {
 
−
98                      packet.extract(hdr.ipv6);
 
−
99                      verify(hdr.ipv6.version == 6, error.InvalidIPpacket);
 
−
100                    transition select(hdr.ipv6.nextHdr) {
 
−
101                            8w17: parse_udp;
 
−
102                            default: accept;
 
−
103                    }
 
−
104            }
 
−
105            state parse_udp {
 
−
106                    packet.extract(hdr.udp);
 
−
107                    transition select(hdr.udp.dstPort) {
 
−
108                            16w0x4c42: parse_udplb;
 
−
109                            default: accept;
 
−
110                    }
 
−
111            }
 
−
 
 
−
112            state parse_udplb {
 
−
113                    packet.extract(hdr.udplb);
 
−
114                    verify(hdr.udplb.magic == 0x4c42, error.InvalidUDPLBmagic);
 
−
115                    verify(hdr.udplb.version == 1, error.InvalidUDPLBversion);
 
−
116                    transition accept;
 
−
117            }
 
−
118    }
 
−
 
 
−
119    control MatchActionImpl(inout headers hdr, inout short_metadata short_meta, inout standard_metadata_t smeta) {
 
−
 
 
−
120            //
 
−
121            // DstFilter - a gate
 
−
122            //
 
−
 
 
−
123            bit<128> meta_ipdst = 128w0;
 
−
124
 
−
125            action drop() {
 
−
126                    smeta.drop = 1;
 
−
127            }
 
−
128
 
−
129            table dst_filter_table {  // layer 2/3 filter
 
−
130                    actions = {
 
−
131                            drop;
 
−
132                            NoAction;
 
−
133                    }
 
−
134                    key = {
 
−
135                            hdr.ethernet.dstAddr : exact;  // this a unicast packet for us at layer 2 (MAC) ?
 
−
136                            hdr.ethernet.etherType : exact  // ipv4 or ipv6
 
−
137                            meta_ipdst : exact;            // normalized 128b IP (not MAC) address from either ipv4/6
 
−
138                    }
 
−
139                    size = 32;
 
−
140                    default_action = drop;
 
−
141            }
 
−
 
 
−
142            //
 
−
143            // EpochAssign
 
−
144            //
 
−
 
 
−
145            bit<32> meta_epoch = 0;
 
−
146
 
−
147            action do_assign_epoch(bit<32> epoch) {
 
−
148                    meta_epoch = epoch;
 
−
149            }
 
−
 
 
−
150            table epoch_assign_table {
 
−
151                    actions = {
 
−
152                            do_assign_epoch;
 
−
153                            drop;
 
−
154                    }
 
−
155                    key = {
 
−
156                            hdr.udplb.tick : lpm; // lpm is the keystone to routing everywhere
 
−
157                    }
 
−
158                    size = 128;
 
−
159                    default_action = drop;
 
−
160            }
 
−
 
 
−
161            //
 
−
162            // LoadBalanceCalendar
 
−
163            //
 
−
 
 
−
164            // Use lsbs of tick to select a calendar slot
 
−
165            bit<9> calendar_slot = (bit<9>) hdr.udplb.tick & 0x1FF;  # 9 bits
 
−
166            bit<16> meta_member_id = 0;
 
−
 
 
−
167            action do_assign_member(bit<16> member_id) {
 
−
168                    meta_member_id = member_id;
 
−
169            }
 
−
 
 
−
170            table load_balance_calendar_table {
 
−
171                    actions = {
 
−
172                            do_assign_member;
 
−
173                            drop;
 
−
174                    }
 
−
175                    key = {
 
−
176                            meta_epoch : exact;
 
−
177                            calendar_slot : exact;
 
−
178                    }
 
−
179                    size = 2048;
 
−
180                    default_action = drop;
 
−
181            }
 
−
182
 
−
183            //
 
−
184            // MemberInfoLookup
 
−
185            //
 
−
 
 
−
186            // Cumulative checksum delta due to field rewrites
 
−
187            bit<16> ckd = 0;
 
−
188            bit<16> new_udp_dst = 0;
 
−
 
 
−
189            action cksum_sub(inout bit<16> cksum, in bit<16> a) {
 
−
190                    bit<17> sum = (bit<17>) cksum;
 
−
 
 
−
191                    sum = sum + (bit<17>)(a ^ 0xFFFF);
 
−
192                    sum = (sum & 0xFFFF) + (sum >> 16);
 
−
 
 
−
193                    cksum = sum[15:0];
 
−
194            }
 
−
 
 
−
195            action cksum_add(inout bit<16> cksum, in bit<16> a) {
 
−
196                    bit<17> sum = (bit<17>) cksum;
 
−
 
 
−
197                    sum = sum + (bit<17>)a;
 
−
198                    sum = (sum & 0xFFFF) + (sum >> 16);
 
−
 
 
−
199                    cksum = sum[15:0];
 
−
200            }
 
−
 
 
−
201            action cksum_swap(inout bit<16> cksum, in bit<16> old, in bit<16> new) {
 
−
202                    cksum_sub(cksum, old);
 
−
203                    cksum_add(cksum, new);
 
−
204            }
 
−
 
 
−
205            action do_ipv4_member_rewrite(bit<48> mac_dst, bit<32> ip_dst, bit<16> udp_dst) {
 
−
206                    // Calculate IPv4 and UDP pseudo header checksum delta using rfc1624 method
 
−
 
 
−
207                    cksum_swap(ckd, hdr.ipv4.dstAddr[31:16], ip_dst[31:16]);
 
−
208                    cksum_swap(ckd, hdr.ipv4.dstAddr[15:00], ip_dst[15:00]);
 
−
209                    cksum_swap(ckd, hdr.ipv4.totalLen, hdr.ipv4.totalLen - SIZEOF_UDPLB_HDR);
 
−
 
 
−
210                    // Apply the accumulated delta to the IPv4 header checksum
 
−
211                    hdr.ipv4.hdrChecksum = hdr.ipv4.hdrChecksum ^ 0xFFFF;
 
−
212                    cksum_add(hdr.ipv4.hdrChecksum, ckd);
 
−
213                    hdr.ipv4.hdrChecksum = hdr.ipv4.hdrChecksum ^ 0xFFFF;
 
−
 
 
−
214                    hdr.ethernet.dstAddr = mac_dst;
 
−
215                    hdr.ipv4.dstAddr = ip_dst;
 
−
216                    hdr.ipv4.totalLen = hdr.ipv4.totalLen - SIZEOF_UDPLB_HDR;
 
−
 
 
−
217                    new_udp_dst = udp_dst;
 
−
218            }
 
−
 
 
−
219            action do_ipv6_member_rewrite(bit<48> mac_dst, bit<128> ip_dst, bit<16> udp_dst) {
 
−
220                    // Calculate UDP pseudo header checksum delta using rfc1624 method
 
−
 
 
−
221                    cksum_swap(ckd, hdr.ipv6.dstAddr[63:48], ip_dst[63:48]);
 
−
222                    cksum_swap(ckd, hdr.ipv6.dstAddr[47:32], ip_dst[47:32]);
 
−
223                    cksum_swap(ckd, hdr.ipv6.dstAddr[31:16], ip_dst[31:16]);
 
−
224                    cksum_swap(ckd, hdr.ipv6.dstAddr[15:00], ip_dst[15:00]);
 
−
 
 
−
225                    cksum_swap(ckd, hdr.ipv6.payloadLen, hdr.ipv6.payloadLen - SIZEOF_UDPLB_HDR);
 
−
 
 
−
226                    hdr.ethernet.dstAddr = mac_dst;
 
−
227                    hdr.ipv6.dstAddr = ip_dst;
 
−
228                    hdr.ipv6.payloadLen = hdr.ipv6.payloadLen - 12;
 
−
229                    new_udp_dst = udp_dst;
 
−
230            }
 
−
 
 
−
231            table member_info_lookup_table {
 
−
232                    actions = {
 
−
233                            do_ipv4_member_rewrite;
 
−
234                            do_ipv6_member_rewrite;
 
−
235                            drop;
 
−
236                    }
 
−
237                    key = {
 
−
238                            hdr.ethernet.etherType : exact;
 
−
239                            meta_member_id : exact;
 
−
240                    }
 
−
241                    size = 1024;
 
−
242                    default_action = drop;
 
−
243            }
 
−
 
 
−
244            // Entry Point
 
−
245            apply {
 
−
246                    bool hit;
 
−
 
 
−
247                    //
 
−
248                    // DstFilter
 
−
249                    //
 
−
250
 
−
251                    // Normalized IP destination address for both ipv4 and ipv6
 
−
252                    if (hdr.ipv4.isValid()) {
 
−
253                            meta_ipdst = (bit<96>) 0 ++ (bit<32>) hdr.ipv4.dstAddr;
 
−
254                    } else if (hdr.ipv6.isValid()) {
 
−
255                            meta_ipdst = hdr.ipv6.dstAddr;
 
−
256                    }
 
−
257
 
−
258                    // .apply() looks up key and applies action specified by control plane on match
 
−
259                    hit = dst_filter_table.apply().hit;
 
−
260                    if (!hit) {
 
−
261                            return;
 
−
262                    }
 
−
 
 
−
263                    //
 
−
264                    // EpochAssign
 
−
265                    //
 
−
 
 
−
266                    if (!hdr.udplb.isValid()) {
 
−
267                            return;
 
−
268                    }
 
−
 
 
−
269                    hit = epoch_assign_table.apply().hit;
 
−
270                    if (!hit) {
 
−
271                            return;
 
−
272                    }
 
−
 
 
−
273                    //
 
−
274                    // LoadBalanceCalendar
 
−
275                    //
 
−
 
 
−
276                    hit = load_balance_calendar_table.apply().hit;
 
−
277                    if (!hit) {
 
−
278                            return;
 
−
279                    }
 
−
 
 
−
280                    //
 
−
281                    // MemberInfoLookup
 
−
282                    //
 
−
 
 
−
283                    hit = member_info_lookup_table.apply().hit;
 
−
284                    if (!hit) {
 
−
285                            return;
 
−
286                    }
 
−
 
 
−
287                    //
 
−
288                    // UpdateUDPChecksum
 
−
289                    //
 
−
 
 
−
290                    // Calculate UDP pseudo header checksum delta using rfc1624 method
 
−
 
 
−
291                    cksum_swap(ckd, hdr.udp.dstPort, new_udp_dst);
 
−
292                    cksum_swap(ckd, hdr.udp.totalLen, hdr.udp.totalLen - SIZEOF_UDPLB_HDR);
 
−
 
 
−
293                    // Subtract out the bytes of the UDP load-balance header
 
−
294                    cksum_sub(ckd, hdr.udplb.magic);
 
−
295                    cksum_sub(ckd, hdr.udplb.version ++ hdr.udplb.proto);
 
−
296                    cksum_sub(ckd, hdr.udplb.tick[63:48]);
 
−
297                    cksum_sub(ckd, hdr.udplb.tick[47:32]);
 
−
298                    cksum_sub(ckd, hdr.udplb.tick[31:16]);
 
−
299                    cksum_sub(ckd, hdr.udplb.tick[15:00]);
 
−
 
 
−
300                    // Write the updated checksum back into the packet
 
−
301                    hdr.udp.checksum = hdr.udp.checksum ^ 0xFFFF;
 
−
302                    cksum_add(hdr.udp.checksum, ckd);
 
−
303                    hdr.udp.checksum = hdr.udp.checksum ^ 0xFFFF;
 
−
 
 
−
304                    // Update destination port and fix up length to adapt to dropped udplb header
 
−
305                    hdr.udp.dstPort = new_udp_dst;
 
−
306                    hdr.udp.totalLen = hdr.udp.totalLen - SIZEOF_UDPLB_HDR;
 
−
307            }
 
−
308    }
 
−
 
 
−
309    control DeparserImpl(packet_out packet, in headers hdr, inout short_metadata short_meta, inout standard_metadata_t smeta) {
 
−
310            apply {
 
−
311                    packet.emit(hdr.ethernet);
 
−
312                    packet.emit(hdr.ipv4);
 
−
313                    packet.emit(hdr.ipv4_opt);
 
−
314                    packet.emit(hdr.ipv6);
 
−
315                    packet.emit(hdr.udp);
 
−
316            }
 
−
317    }
 
−
 
 
−
318    XilinxPipeline(
 
−
319            ParserImpl(),
 
−
320            MatchActionImpl(),
 
−
321            DeparserImpl()
 
−
322    ) main;
 
−
 
 
 
</pre>
 
</pre>
  
−
==== Notes: ====
 
−
 
−
<ul>
 
−
<li>lines 11-12: These are MAC addresses</li>
 
−
<li>line 40: IPV4 options length = (ipv4 <span class="math"> × </span> hdrlen - 5) <span class="math"> × </span> 32</li>
 
−
<li>line 49: literally “LB” = 0x4c42; c.f. section [sec:Load Balancer Meta-Data] and line 8 section [sec:rocpcap].</li>
 
−
<li>line 50: LB version; c.f. line 9 section [sec:rocpcap]</li>
 
−
<li>line 51: protocol; c.f. line 10 section [sec:rocpcap], section [sec:roc]</li>
 
−
<li>line 135, 259: Gate to ensure in packet is for LB</li>
 
−
<li>line 156: '''epoch''' is determined by '''largest''' prefix match of '''tick'''; c.f. section X lines 18,25 for epochs 0,1 respectively</li>
 
−
<li>line 165: lower 9 bits of '''tick''' used for member slot indexing on round-robin basis; all 512 member slots require population for all '''active''' epochs; c.f. line 33 section [sec:lbcntrlpln]</li>
 
−
</ul>
 
−
 
−
== Control Plane (Host CPU) Processing ==
 
−
 
−
 
−
<ul>
 
−
<li>Software Initialization Steps
 
−
<ul>
 
−
<li>PROPOSAL: A low-level C Software library will be provided to allow insertion/deletion of table entries into each of the P4 tables. All other SW will likely need to be written by the user of the LB pipeline.</li>
 
−
<li>Populate Input Packet Filter Table
 
−
<ul>
 
−
<li>Table Insert <span class="math">⟨</span>0x800, LB IPv4 Addr, LB UDP Dst<span class="math">⟩</span></li>
 
−
<li>Table Insert <span class="math">⟨</span>0x86dd, LB IPv6 Addr, LB UDP Dst<span class="math">⟩</span></li>
 
−
</ul></li>
 
−
<li>Populate Load Balance Member Table: For each LB Member
 
−
<ul>
 
−
<li>Allocate next free Member ID number from SW pool</li>
 
−
<li>Table Insert
 
−
<ul>
 
−
<li>K: <span class="math">⟨</span>0x800, Member ID<span class="math">⟩</span></li>
 
−
<li>V: <span class="math">⟨</span>IPv4 Rewrite, 0, Next-Hop MAC DA, Worker IPv4 Dst, Worker UDP Dst Port<span class="math">⟩</span></li>
 
−
</ul></li>
 
−
<li>Table Insert
 
−
<ul>
 
−
<li>K: <span class="math">⟨</span>0x86dd, Member ID<span class="math">⟩</span></li>
 
−
<li>V: <span class="math">⟨</span>IPv6 Rewrite, 0, Next-Hop MAC DA, Worker IPv6 Dst, Worker UDP Dst Port<span class="math">⟩</span></li>
 
−
</ul></li>
 
−
</ul></li>
 
−
<li>Populate Load Balance to Member Map Table
 
−
<ul>
 
−
<li>Allocate next free Calendar Epoch number from SW pool</li>
 
−
<li>Assign all active LB Member IDs to the 512 Calendar Slots
 
−
<ul>
 
−
<li>Any members can occur between 0-512 times in the calendar</li>
 
−
<li>A member occurring more times in the calendar has a higher “weight” and will be more likely to be assigned an event within this Calendar Epoch</li>
 
−
<li>All 512 slots MUST have a member assigned to them or events that target the empty slot will be entirely discarded by the load balancer</li>
 
−
</ul></li>
 
−
<li>For each Calendar Slot Table Insert
 
−
<ul>
 
−
<li>K: <span class="math">⟨</span>Calendar Epoch, Calendar Slot<span class="math">⟩</span></li>
 
−
<li>V: <span class="math">⟨</span>LB Member ID<span class="math">⟩</span></li>
 
−
</ul></li>
 
−
</ul></li>
 
−
<li>Populate the Calendar Epoch Assignment Table
 
−
<ul>
 
−
<li>Assign all Event IDs (Timestamps) to the newly allocated Calendar Epoch</li>
 
−
<li>Table Insert
 
−
<ul>
 
−
<li>K: <span class="math">⟨</span>*<span class="math">⟩</span></li>
 
−
<li>V: <span class="math">⟨</span>Calendar Epoch<span class="math">⟩</span></li>
 
−
</ul></li>
 
−
</ul></li>
 
−
<li>The load balancer will now assign each Rx’d packet to exactly one of the LB members based on the Event ID contained in the packet. The mapping will remain consistent for any given Event ID within an Epoch since the Calendar and Member tables cannot change within a given Epoch.</li>
 
−
</ul></li>
 
−
<li>Making Changes to the Load Balancer ConfigurationThis section assumes that the load balancer is in-service and as such, care must be taken to avoid service disruption during reconfiguration. If the load balancer is out-of-service, you can reconfigure it using the Initialization steps above without care for disruption.
 
−
Any Epoch that is reachable (connected) via the Calendar Epoch Assignment table MUST not be changed. In-service reconfiguration of the load balancer is done by the following steps.
 
−
<ul>
 
−
<li>Allocate the next free Calendar Epoch ID: Once we’re done all the rest of the updates, we’ll activate this new Epoch</li>
 
−
<li>Insert new entries into the Load Balance Member Table for any entries that need to be different in the next Epoch</li>
 
−
<li>Compute and insert an entirely new calendar into the Load Balance to Member Map Table using the next Calendar Epoch ID</li>
 
−
<li>Choose an Event ID in the (near) future which will become the boundary between the current Epoch and the new Epoch.</li>
 
−
<li>Compute a set of Ternary prefix matches over the Event ID space which describe the entire range of Event IDs from the start of the current Epoch up to the start of the new Epoch.</li>
 
−
<li>Program the ternary prefix matches into the Calendar Epoch Assignment Table</li>
 
−
<li>Update the wildcard match in the Calendar Epoch Assignment Table to point to the new Epoch</li>
 
−
</ul></li>
 
−
<li>The new Epoch is activated and MUST NOT be changed</li>
 
−
<li>After waiting an appropriate time for all events from the previous Epoch to have quiesced, perform the following cleanup steps.
 
−
<ul>
 
−
<li>Delete the ternary prefix matches for the previous Epoch from the Calendar Epoch Assignment Table. This disconnects all references for the previous Epoch to the rest of the pipeline tables.</li>
 
−
<li>Delete the Calendar for the previous Epoch</li>
 
−
<li>Delete the Member rewrites for the previous Calendar</li>
 
−
</ul></li>
 
−
</ul>
 
−
 
−
=== Control Plane Flowchart ===
 
  
−
[[File:LB-cntrl-pln.png|border|"Control Plane Flow Chart"]]
+
Script to use a specific sqlite is in /work/halld/njarvis/usethisccdb.csh
  
−
=== Example Control Plane CLI configuration script ===
+
== Useful logbook entries ==
 +
* [https://logbooks.jlab.org/entry/3923042 HV tuning announcement ]
 +
* [https://logbooks.jlab.org/entry/3810976 Pressure calibration (uncalibrated mean is ~100 kPa)]
 +
* [https://logbooks.jlab.org/entry/3924831 CDC relative gain from HV scan Primex Oct 2021 and HVB current vs HV]
 +
* [https://logbooks.jlab.org/entry/3886559 CDC relative gain from HV scans 2018 & 2020]
 +
* [https://logbooks.jlab.org/entry/3841284 gain consts summer 2020, 4 Sept 2020]
 +
* [https://logbooks.jlab.org/entry/3781319 gain consts fall 2019, 10 Feb 2020]
 +
* [https://logbooks.jlab.org/entry/3759767 gain consts fall 2018 fits 7 Jan 2020]
 +
* [https://logbooks.jlab.org/entry/3818086 occupancy plot connector map]
  
−
<ul>
+
== Raw data files ==
 +
/cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio fall 2018 production, 180nA, 100kPa
 
<pre>
 
<pre>
−
1      table_add
+
source /group/halld/Software/build_scripts/gluex_env_boot_jlab.csh
−
2              dst_filter_table
+
hd_root /cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio -PPLUGINS=CDC_dedx,CDC_amp,CDC_TimeToDistance -PEVENTS_TO_KEEP=10000 -o outputfile.root
−
3              NoAction
 
−
4              0x00aabbccddee                      # set FPGA MAC = 00.170.187.204.221.238
 
−
5              0x0800                              # ipv4
 
−
6              0x0000000000000000000000000a010203  # set FPGA IPV4 meta_ipdst = 10.1.2.3
 
−
7              =>
 
−
8      table_add
 
−
9          dst_filter_table
 
−
10              NoAction
 
−
11              0x00aabbccddee                      # set FPGA MAC = 00.170.187.204.221.238
 
−
12              0x86dd                              # ipv6
 
−
13              0xfe800000000000000000000000000002  # set FPGA IPV6 meta_ipdst = 254.128.00.0 ??  0.3
 
−
14              =>
 
−
15      table_add
 
−
16          epoch_assign_table
 
−
17              do_assign_epoch
 
−
18              0x0000000000000000/0    # tick/lpm (match high 0b); all ticks = epoch 0
 
−
19              =>
 
−
20                  0x00000000          # epoch
 
−
21                  64                  # priority (low is higher)
 
−
22      table_add
 
−
23          epoch_assign_table
 
−
24              do_assign_epoch
 
−
25              0x0000000000000010/60  # tick/lpm (match high 60b); 16 ticks = epoch 1
 
−
26              =>
 
−
27                  0x00000001          # epoch
 
−
28                  5                  # priority (low is higher)
 
−
29      table_add
 
−
30          load_balance_calendar_table
 
−
31              do_assign_member
 
−
32              0x00000000  # meta_epoch
 
−
33              0x00a      # calendar_slot or tick lsb ; 0x00a = 10; see line #42 ROC PCAP Generator Script
 
−
34              =>
 
−
35                  0x0000  # member_id
 
−
36      table_add
 
−
37          load_balance_calendar_table
 
−
38              do_assign_member
 
−
39              0x00000001  # meta_epoch
 
−
40              0x014      # calendar_slot
 
−
41              =>
 
−
42                  0x0000  # member_id
 
−
43      table_add
 
−
44          member_info_lookup_table
 
−
45              do_ipv4_member_rewrite
 
−
46              0x0800              # ipv4
 
−
47              0x0000              # meta_member_id
 
−
48              =>
 
−
49                  0x112233445566  # dst MAC
 
−
50                  0xaabbccdd      # dst IPV4 IP
 
−
51                  0x4556          # dest Port
 
−
52      table_add
 
−
53          member_info_lookup_table
 
−
54              do_ipv6_member_rewrite
 
−
55              0x86dd                                  # ipv6
 
−
56              0x0000                                  # meta_member_id
 
−
57              =>
 
−
58                  0x112233445566                      # dst MAC
 
−
59                  0xfe800000000000000000000000000003  # dst IPV6 IP
 
−
60                  0x4556                              # dest Port
 
−
 
 
−
61      run_traffic packets
 
−
 
 
 
</pre>
 
</pre>
−
<li>lines 1,8: Sets the LB MAC address, IPV4 address for IPV4, IPV6 respectively.</li>
 
−
<li>line 15: Set up Epoch 0 to match all ticks at low priority (=64)</li>
 
−
<li>line 22: Set up Epoch 1 to match ticks for which the 2nd least significant nibble=1 and the most significant nibble is arbitrary designating 16 possible tick values for Epoch 1 at higher priority (=5).</li>
 
−
<li>line 29: Designate member (end-node) 0 for calendar slot 0xa, Epoch 0</li>
 
−
<li>line 36: Designate member (end-node) 0 for calendar slot 0x14, Epoch 1</li>
 
−
<li>line 43: Designate member 0 for IPV4 packets as MAC=0x11223344556, IP=0xaabbccdd, Port=0x4556</li>
 
−
<li>line 52: Designate member 0 for IPV6 packets as MAC=0x11223344556,IP=0xfe8000000000000000000000000000, Port=0x4556</li>
 
−
</ul>
 
  
−
[[File:esnet-JLab-network-diagram-v002d-lb.png|border|1500px|link=|"Load Balancer/Host CPU Processing"]]
+
== Monitoring launch root files ==
−
 
+
[https://halldweb.jlab.org/wiki/index.php/Offline_Monitoring_Data_Validation offline monitoring data validation page]
−
= Reassembly Engine Processing =
+
Root files at (eg) /work/halld/data_monitoring/RunPeriod-2019-11/mon_ver17/rootfiles/hd_root_072265.root
−
Time-Stamp aggregated data transferred through network equipment will be fragmented and require reassembly by the RE on behalf of the targeted compute farm destination node. Several candidate designs are being considered as depicted in Figure x:
 
−
<ul>
 
−
<li>RE resident () in each compute node in an FPGA accelerated Network Interface Card (NIC) (e.g., Xilinx SN1000)</li>
 
−
<li>RE resident () in each compute node CPU operating system.</li>
 
−
<li>RE centralized () in an FPGA residing in a compute farm switch.</li>
 
−
</ul>
 
−
Additionally, end compute nodes are individually responsible for informing the LB host CPU of status such that the LB host CPU can make informed decisions in comprising an effective load balancing strategy for the FPGA resident LB.
 
−
[[File:esnet-JLab-network-diagram-v002d-re.png|border|"Compute Farm Reassembly/Feedback"]]
 
−
= Initial Test Configuration =
 
−
Figure X depicts a notional EJFAT initial test configuration using commonly available Unix utilities and not initially using a network switch. The sequence of this test configuration is as follows:
 
−
<ul>
 
−
<li>Generate a representative ROC PCAP file using the script in section [sec:rocpcap]. This data should emulate a data stream from the DAQ system exhibiting desired sequences in the stream that will test the functionality of the LB.</li>
 
−
<li>Configure the LB P4 load balancer per the guidelines set forth in section [sec:lbcntrlpln].</li>
 
−
<li>Use '''tcpreplay''' to send the ROC PCAP file via the test host CPU NIC into the FPGA resident LB via the FPGA’s (bidirectional) QSFP28 optical port.</li>
 
−
<li>Use '''tcpdump''' to capture the LB response sent back into the test host CPU NIC into an LB PCAP file</li>
 
−
<li>Use '''Wireshark'''/tshark or other to decode, render, and examine the LB PCAP file to ascertain if the LB provided the correct response. Decoding should be facilitated by using the '''Protocol''' field in the LB meta-data specified in section [sec:Load Balancer Meta-Data] with add-ins for the bit structures defined in sections [sec:Load Balancer Meta-Data], [sec:Reassembly Engine Meta-Data].</li>
 
−
<li>Use an '''LB config''' process running on the host CPU to setup test conditions with the destination compute farm to alter the LBs routing strategy using the information in sections [sec:cntrl-pln], [sec:lbcntrlpln].</li>
 
−
</ul>
 
−
 
 
−
[[File:ejfat-u280_tst0.png|border|EJFAT Test Configuration"]]
 
−
 
 
−
== ROC PCAP Generator Script ==
 
−
 
 
−
The following Scapy test script can be used to generate the ROC PCAP file shown in Figure X:
 
  
 +
== EPICS ==
 +
* Where's the documentation for this? 
 +
* List of EPICS vars
 
<pre>
 
<pre>
−
#!/usr/bin/env python3
+
IBCAD00CRCUR6 Hall D beam current
−
 
+
RESET:i:GasPanelBarPress1 atmospheric pressure uncalibrated
−
from scapy.all import *
+
GAS:i::CDC_Temps-CDC_D1_Temp  thermocouples in CDC downstream plenum
−
 
+
GAS:i::CDC_Temps-CDC_D2_Temp
−
class UDPLB(Packet):
+
GAS:i::CDC_Temps-CDC_D3_Temp
−
    name = "UDP LB Packet"
+
GAS:i::CDC_Temps-CDC_D4_Temp
−
    fields_desc = [
+
GAS:i::CDC_Temps-CDC_D5_Temp
−
        XShortField("magic", 0x4C42),
+
GAS:i::CDC_Temps-CDC_U1_Temp  thermocouples in CDC upstream plenum
−
        XByteField("version", 1),
+
GAS:i::CDC_Temps-CDC_U2_Temp
−
        XByteField("proto", 0),
+
GAS:i::CDC_Temps-CDC_U3_Temp
−
        XLongField("tick", 0),
+
GAS:i::CDC_Temps-CDC_U4_Temp
−
    ]
+
GAS:i::CDC_Temps-CDC_U5_Temp
−
 
+
CDC:hv:A:1:imon  preamp current in HVB A1, innermost ring
−
class EVIO6Seg(Packet):
 
−
    name = "EVIO6 Segment"
 
−
    fields_desc = [
 
−
        BitField("version", 0, 4),
 
−
        BitField("reserved", 0, 10),
 
−
        FlagsField("flags", 0, 2,
 
−
                  ["last",
 
−
                    "first",]),
 
−
        XShortField("rocid", 0),
 
−
        XIntField("offset", 0),]
 
−
 
 
−
bind_layers(UDPLB, EVIO6Seg, {'proto': 1})
 
−
 
 
−
EVIO6_BLOB_SIZE = 1050
 
−
evio6_blob = bytearray(EVIO6_BLOB_SIZE)
 
−
EVIO6_SEG_SIZE = 100
 
−
 
 
−
with scapy.utils.PcapWriter('packets_in.pcap', linktype=DLT_EN10MB) as w:
 
−
    w.write_header([])
 
−
    for offset in range(0, EVIO6_BLOB_SIZE, EVIO6_SEG_SIZE):
 
−
        flags = []
 
−
        if offset == 0:
 
−
            # first segment
 
−
            flags.append("first")
 
−
        if offset + EVIO6_SEG_SIZE > EVIO6_BLOB_SIZE:
 
−
            # last (possibly short) segment
 
−
            flags.append("last")
 
−
 
 
−
        p = Ether(dst="00:aa:bb:cc:dd:ee", src="00:11:22:33:44:55")/IP(dst="10.1.2.3", src="10.1.2.2")/UDP(sport=50000,dport=0x4c42)/UDPLB(tick=10)/EVIO6Seg(rocid=0xabc, flags=flags, offset=offset)/Raw(load=evio6_blob[offset:offset+EVIO6_SEG_SIZE])
 
−
        w.write_packet(p)
 
−
        #print(p.show())
 
−
 
 
−
        p = Ether(dst="00:aa:bb:cc:dd:ee", src="00:01:02:03:04:05")/IPv6(dst="fe80::2", src="fe80::1")/UDP(sport=12345,dport=0x4c42)/UDPLB(tick=20)/EVIO6Seg(rocid=0x123, flags=flags, offset=offset)/Raw(load=evio6_blob[offset:offset+EVIO6_SEG_SIZE])
 
−
        w.write_packet(p)
 
−
        #print(p.show())
 
 
</pre>
 
</pre>
−
 
+
many shown in HDRUN, eg https://logbooks.jlab.org/entry/3861759
−
== Scapy Installation ==
+
They can be extracted from myStats on the counting house gluons, eg
−
 
+
<pre>
−
Scapy may be installed by executing the following command at the Unix command line:
+
myStats -b '2017-02-04 23:13:57' -e '2017-02-04 23:18:57' -l RESET:i:GasPanelBarPress1 -p 6
−
 
 
−
<pre>   pip3 install --user scapy
 
 
</pre>
 
</pre>
 +
[https://epicsweb.jlab.org/wave/?start=2020-05-05+00%3A10%3A40&end=2020-05-08+07%3A55%3A01&myaDeployment=ops&myaLimit=100000&title=&fullscreen=false&layoutMode=3&viewerMode=2&pv=RESET%3Ai%3AGasPanelBarPress1&RESET%3Ai%3AGasPanelBarPress1label=RESET%3Ai%3AGasPanelBarPress1&RESET%3Ai%3AGasPanelBarPress1color=%23a6cee3&RESET%3Ai%3AGasPanelBarPress1yAxisLabel=&RESET%3Ai%3AGasPanelBarPress1yAxisMin=&RESET%3Ai%3AGasPanelBarPress1yAxisMax=&RESET%3Ai%3AGasPanelBarPress1scaler=&RESET%3Ai%3AGasPanelBarPress1yAxisLog=&windowMinutes=60&B_SYS_WEATHER_OUT_PressyAxisLabel=&B_SYS_WEATHER_OUT_PressyAxisMin=&B_SYS_WEATHER_OUT_PressyAxisMax=&B_SYS_WEATHER_OUT_PressyAxisLog=&B_SYS_WEATHER_OUT_Pressscaler=&B_SYS_WEATHER_SF_L3_PressyAxisLabel=&B_SYS_WEATHER_SF_L3_PressyAxisMin=&B_SYS_WEATHER_SF_L3_PressyAxisMax=&B_SYS_WEATHER_SF_L3_PressyAxisLog=&B_SYS_WEATHER_SF_L3_Pressscaler= graphical epics]
  
−
== ROC PCAP Meta Data File ==
+
== List of interesting runs ==
−
 
 
−
In the following file:
 
−
Each row (1...n) in this file matches with the corresponding packet (1...n) in the packets<span>_</span>in.pcap file. ( Lines 42, 46 in section [sec:rocpcap] )
 
−
The simulator loads a line from this file and uses it to initialize the short<span>_</span>metadata struct which is processed along with the corresponding packet data.
 
−
 
 
−
You should find references to “short<span>_</span>metadata” struct in the p4 program.
 
−
 
 
−
I have no idea what the sim does when it has more packets in the .pcap file than the number of lines in the .meta file. In general, all of these fields may be relevant. For the load balancer specifically, the only field that matters is really the “egress<span>_</span>spec” field. On the way in, it contains the *ingress* port. It isn’t touched by the p4 program since we always want the output packet to go back out the exact same interface that it arrived on (after we rewrite the destination header fields of course).
 
−
The p4bm simulator does something like this:
 
−
 
 
−
<pre>   
 
−
open packets_in.pcap for read
 
−
open packets_in.meta for read
 
−
open packets_out.pcap for write
 
−
open packets_out.meta for write
 
−
while (!done) {
 
−
    read packet p from packets_in.pcap
 
−
    read metadata row m from packets_in.meta
 
−
    (out_packet, out_meta) = simulate_the_p4(p, m)
 
−
    write out_packet to packets_out.pcap
 
−
    write out_meta to packets_out.meta
 
−
</pre>
 
−
 
 
−
The pcap-generator.py script isn’t directly used by the p4bm sim. That’s just something I wrote to help you to make up input packets for the simulator so you didn’t have to make your input packets (as seen in packets<span>_</span>in.pcap) by hand.
 
−
 
 
−
There is a 1:1 correspondence between calls to write<span>_</span>packet() in the pcap-generator.py script and packets in the packets<span>_</span>in.pcap file.
 
−
 
 
−
The .py program spits out 2 interleaved ROC transfers (one transfer is carried in IPv4, the other is in IPv6). Each ROC transfer starts out as 1050 bytes of EVIO6 data. It is then segmented into 100 byte segments, ready to be put into a packet. Each segment gets a EVIO6 Segmentation header added to keep track of which segment it is, then each segment gets a UDP Load Balancer header added to give the load-balancer its context.
 
−
 
 
−
Each call to write<span>_</span>packet() spits out one of the segments in either a IPv4 or IPv6 encapsulation.
 
−
 
 
−
The program might be more clear if you were to duplicate the loop (one loop for IPv4 and one loop for IPv6) and put a single call to write<span>_</span>packet() in each of the loops. That might make it more clear that it was 2 transfers since they would no longer be interleaved.
 
−
 
 
−
The 2 lines in packets<span>_</span>in.meta will be used for the first 2 packets in the packets<span>_</span>in.pcap file. As currently written, one of those lines will be for the first segment in IPv4 and the second line will be for the first segment in IPv6. As I mentioned before, I’m actually not certain what happens after that in the simulator. In practice, it shouldn’t be important for this pipeline since it doesn’t get modified by the p4 program at all.
 
−
 
 
−
== Tshark Plug-in for LB Meta-Data ==
 
  
 
<pre>
 
<pre>
−
1      --
+
51689    (50 nA on amo)
−
2      local p_udplb = Proto("udplb", "UDP Load Balancer Protocol")
+
51683    (50 nA on 47um diamond)
−
 
+
72630    (100nA on amo)
−
3      local f_magic = ProtoField.string("udplb.magic", "Magic", base.ASCII)
+
71350    (150nA on 47um diamond)
−
4      local f_version = ProtoField.uint8("udplb.version", "Version", base.DEC)
+
71464    (250nA on 47um diamond)
−
5      local f_proto = ProtoField.uint8("udplb.proto", "Protocol", base.HEX)
+
71500    (250nA on amo)
−
6      local f_tick = ProtoField.uint64("udplb.tick", "Tick", base.HEX)
+
71592    (350nA on 47um diamond)
−
 
+
71695    (350nA on 47um diamond)
−
7      p_udplb.fields = {
+
72660    (350nA on 47um diamond)
−
8          f_magic,
 
−
9          f_version,
 
−
10        f_proto,
 
−
11        f_tick,
 
−
12      }
 
  
−
13      local p_udplb_encap_table = DissectorTable.new("udplb.proto", "UDP-LB Encap", ftypes.UINT8, base.DEC, p_udplb)
+
61793  (Primex, only 200nA but lots of partial tracks/junk hits & no field)
−
 
 
−
14      local proto = Field.new("udplb.proto")
 
−
15      local tick = Field.new("udplb.tick")
 
−
 
 
−
16      function p_udplb.dissector(buf, pkt, tree)
 
−
17        local t = tree:add(p_udplb, buf(0, 12))
 
−
18        t:add(f_magic, buf(0,2))
 
−
19        t:add(f_version, buf(2,1))
 
−
20        t:add(f_proto, buf(3,1))
 
−
21        t:add(f_tick, buf(4,8))
 
−
 
 
−
22        -- local proto = buf(13,1):uint()
 
−
23        local dissector = p_udplb_encap_table:get_dissector(proto()())
 
−
 
 
−
24        if dissector ~= nil then
 
−
25            -- found a dissector
 
−
26            dissector:call(buf(12):tvb(), pkt, tree)
 
−
27        else
 
−
28            pkt.cols.protocol:set("UDP-LB")
 
−
29            pkt.cols.packet_len:set(buf:len())
 
−
30            pkt.cols.info:set("Tick: " .. tick()())
 
−
31        end
 
−
 
 
−
32      end
 
−
 
 
−
33      local udp_encap_table = DissectorTable.get("udp.port")
 
−
34      udp_encap_table:add(0x4c42, p_udplb)
 
 
</pre>
 
</pre>
  
−
== Tshark Plug-in for Payload Seg ==
 
−
 
−
<pre>
 
−
1      --
 
−
2      local p_evio6seg = Proto("evio6seg", "EVIO6 Segmentation")
 
−
 
−
3      local f_version = ProtoField.uint8("eviogseg.version", "Version", base.DEC, nil, 0xF0)
 
−
4      local f_flags = ProtoField.uint16("evio6seg.flags", "Flags", base.HEX, nil, 0x0FFF)
 
−
5      local f_rsvd = ProtoField.bool("evio6seg.flags.rsvd", "Reserved", 16, nil, 0xFFC)
 
−
6      local f_first = ProtoField.bool("evio6seg.flags.first", "First Segment", 16, nil, 0x002)
 
−
7      local f_last = ProtoField.bool("evio6seg.flags.last", "Last Segment", 16, nil, 0x001)
 
−
8      local f_rocid = ProtoField.uint16("evio6seg.rocid", "ROC ID", base.HEX)
 
−
9      local f_offset = ProtoField.uint32("evio6seg.offset", "Offset", base.HEX)
 
−
 
−
10      p_evio6seg.fields = {
 
−
11        f_version,
 
−
12        f_flags,
 
−
13        f_rsvd,
 
−
14        f_first,
 
−
15        f_last,
 
−
16        f_rocid,
 
−
17        f_offset,
 
−
18      }
 
−
 
−
19      -- field accessor function, used in the dissector
 
−
20      local offset = Field.new("evio6seg.offset")
 
−
21      local rocid = Field.new("evio6seg.rocid")
 
−
 
−
22      local data_dis = Dissector.get("data")
 
−
 
−
23      function p_evio6seg.dissector(buf, pkt, tree)
 
−
24        local t = tree:add(p_evio6seg, buf(0,4))
 
−
25        t:add(f_version, buf(0,1))
 
−
 
−
26        local tflags = t:add(f_flags, buf(0,2))
 
−
27        tflags:add(f_rsvd, buf(0,2))
 
−
28        tflags:add(f_first, buf(0,2))
 
−
29        tflags:add(f_last, buf(0,2))
 
−
 
−
30        t:add(f_rocid, buf(2,2))
 
−
31        t:add(f_offset, buf(4,4))
 
−
 
−
32        data_dis:call(buf(8):tvb(), pkt, tree)
 
  
−
33        pkt.cols.protocol:set("EVIO6SEG")
+
== References ==
−
34        pkt.cols.packet_len:set(buf(8):tvb():reported_length_remaining())
 
−
35        pkt.cols.info:set("ROC: " .. string.format("0x%X", rocid()()) .. " Offset: " .. offset()())
 
−
36
 
−
37      end
 
  
−
38      local udplb_encap_table = DissectorTable.get("udplb.proto")
+
N.S. Jarvis, C.A. Meyer, B. Zihlmann, M. Staib, A. Austregesilo, F. Barbosa, C. Dickover, V. Razmyslovich, S. Taylor, Y. Van Haarlem, G. Visser, T. Whitlatch,
−
39      udplb_encap_table:add(1, p_evio6seg)
+
The Central Drift Chamber for GlueX,
 +
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment,
 +
Volume 962,
 +
2020,
 +
163727,
 +
ISSN 0168-9002,
 +
https://doi.org/10.1016/j.nima.2020.163727.
 +
(https://www.sciencedirect.com/science/article/pii/S0168900220302771)
  
−
40      local udp_encap_table = DissectorTable.get("udp.port")
 
−
41      udp_encap_table:add(0x4556, p_evio6seg)
 
−
</pre>
 
  
−
<span>99</span>
+
S. Adhikari, C.S. Akondi, H. Al Ghoul, A. Ali, M. Amaryan, E.G. Anassontzis, A. Austregesilo, F. Barbosa, J. Barlow, A. Barnes, E. Barriga, R. Barsotti, T.D. Beattie, J. Benesch, V.V. Berdnikov, G. Biallas, T. Black, W. Boeglin, P. Brindza, W.J. Briscoe, T. Britton, J. Brock, W.K. Brooks, B.E. Cannon, C. Carlin, D.S. Carman, T. Carstens, N. Cao, O. Chernyshov, E. Chudakov, S. Cole, O. Cortes, W.D. Crahen, V. Crede, M.M. Dalton, T. Daniels, A. Deur, C. Dickover, S. Dobbs, A. Dolgolenko, R. Dotel, M. Dugger, R. Dzhygadlo, A. Dzierba, H. Egiyan, T. Erbora, A. Ernst, P. Eugenio, C. Fanelli, S. Fegan, A.M. Foda, J. Foote, J. Frye, S. Furletov, L. Gan, A. Gasparian, A. Gerasimov, N. Gevorgyan, C. Gleason, K. Goetzen, A. Goncalves, V.S. Goryachev, L. Guo, H. Hakobyan, A. Hamdi, J. Hardin, C.L. Henschel, G.M. Huber, C. Hutton, A. Hurley, P. Ioannou, D.G. Ireland, M.M. Ito, N.S. Jarvis, R.T. Jones, V. Kakoyan, S. Katsaganis, G. Kalicy, M. Kamel, C.D. Keith, F.J. Klein, R. Kliemt, D. Kolybaba, C. Kourkoumelis, S.T. Krueger, S. Kuleshov, I. Larin, D. Lawrence, J.P. Leckey, D.I. Lersch, B.D. Leverington, W.I. Levine, W. Li, B. Liu, K. Livingston, G.J. Lolos, V. Lyubovitskij, D. Mack, H. Marukyan, P.T. Mattione, V. Matveev, M. McCaughan, M. McCracken, W. McGinley, J. McIntyre, D. Meekins, R. Mendez, C.A. Meyer, R. Miskimen, R.E. Mitchell, F. Mokaya, K. Moriya, F. Nerling, L. Ng, H. Ni, A.I. Ostrovidov, Z. Papandreou, M. Patsyuk, C. Paudel, P. Pauli, R. Pedroni, L. Pentchev, K.J. Peters, W. Phelps, J. Pierce, E. Pooser, V. Popov, B. Pratt, Y. Qiang, N. Qin, V. Razmyslovich, J. Reinhold, B.G. Ritchie, J. Ritman, L. Robison, D. Romanov, C. Romero, C. Salgado, N. Sandoval, T. Satogata, A.M. Schertz, S. Schadmand, A. Schick, R.A. Schumacher, C. Schwarz, J. Schwiening, A.Yu. Semenov, I.A. Semenova, K.K. Seth, X. Shen, M.R. Shepherd, E.S. Smith, D.I. Sober, A. Somov, S. Somov, O. Soto, N. Sparks, M.J. Staib, C. Stanislav, J.R. Stevens, J. Stewart, I.I. Strakovsky, B.C. L. Sumner, K. Suresh, V.V. Tarasov, S. Taylor, L.A. Teigrob, A. Teymurazyan, A. Thiel, I. Tolstukhin, A. Tomaradze, A. Toro, A. Tsaris, Y. Van Haarlem, G. Vasileiadis, I. Vega, G. Visser, G. Voulgaris, N.K. Walford, D. Werthmüller, T. Whitlatch, N. Wickramaarachchi, M. Williams, E. Wolin, T. Xiao, Y. Yang, J. Zarling, Z. Zhang, Q. Zhou, X. Zhou, B. Zihlmann,
−
Author, A.N and Another, A. N., 2010, MNRAS, 431, 28.
+
The GlueX beamline and detector,
 +
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment,
 +
Volume 987,
 +
2021,
 +
164807,
 +
ISSN 0168-9002,
 +
https://doi.org/10.1016/j.nima.2020.164807.
 +
(https://www.sciencedirect.com/science/article/pii/S0168900220312043)
  
−
= Appendix: EJFAT Processing =
 
  
−
[[File:esnet-jlab-network-diagram-v002d.png|border|1600px|link=|"EJFAT Load Balanced Transport"]]
+
M.D. Mestayer, K. Adhikari, R.P. Bennett, S. Bueltmann, T. Chetry, S.B. Christo, M. Cook, R.C. Cuevas, G.E. Dodge, L. El Fassi, T.A. Forest, G. Jacobs, T. Hartlove, T.B. Hayward, L. Kabir, S.E. Kuhn, D. McNulty, S. Nanda, J. Newton, W.M. Taylor, L.B. Weinstein, V. Ziegler,
 +
The CLAS12 drift chamber system,
 +
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment,
 +
Volume 959,
 +
2020,
 +
163518,
 +
ISSN 0168-9002,
 +
https://doi.org/10.1016/j.nima.2020.163518.
 +
(https://www.sciencedirect.com/science/article/pii/S016890022030111X)

Revision as of 18:54, 7 December 2021

Technical Overview

EJFAT Technical Design Overview

Presentations/Papers

date presenter Event links
2021-12-01 T. Jeske ACAT2021 (PDF PPTX)
2021-11-30 D. Lawrence DOE Nuclear Physics PI Exchange Meeting (slides)
2021-11-17 N. Jarvis GlueX Production & Analysis Meeting (slides)
2021-11-05 T. Britton Canisius College Seminar (slides, PDF)
2021-10-07 N. Jarvis IOP NPG Colloquium (slides)
2021-09-09 T. Jeske AI4EIC Workshop (slides)
2021-07-26 T. Jeske JLab A.I. Town Hall (slides)
2021-06-30 T. Jeske GlueX Production & Analysis Meeting (slides)

Resources



CCDB

wget https://halldweb.jlab.org/dist/ccdb.sqlite --no-check-certificate
setenv CCDB_CONNECTION sqlite:///<path_to_ccdb.sqlite>
setenv JANA_CALIB_URL $CCDB_CONNECTION
ccdb -i (just to make sure that it's working)


Script to use a specific sqlite is in /work/halld/njarvis/usethisccdb.csh

Useful logbook entries

Raw data files

/cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio fall 2018 production, 180nA, 100kPa 

source /group/halld/Software/build_scripts/gluex_env_boot_jlab.csh
hd_root /cache/halld/RunPeriod-2018-08/rawdata/Run051689/hd_rawdata_051689_001.evio -PPLUGINS=CDC_dedx,CDC_amp,CDC_TimeToDistance -PEVENTS_TO_KEEP=10000 -o outputfile.root

Monitoring launch root files

offline monitoring data validation page Root files at (eg) /work/halld/data_monitoring/RunPeriod-2019-11/mon_ver17/rootfiles/hd_root_072265.root

EPICS

  • Where's the documentation for this?
  • List of EPICS vars
IBCAD00CRCUR6 Hall D beam current 
RESET:i:GasPanelBarPress1 atmospheric pressure uncalibrated 
GAS:i::CDC_Temps-CDC_D1_Temp  thermocouples in CDC downstream plenum
GAS:i::CDC_Temps-CDC_D2_Temp
GAS:i::CDC_Temps-CDC_D3_Temp
GAS:i::CDC_Temps-CDC_D4_Temp
GAS:i::CDC_Temps-CDC_D5_Temp 
GAS:i::CDC_Temps-CDC_U1_Temp  thermocouples in CDC upstream plenum
GAS:i::CDC_Temps-CDC_U2_Temp
GAS:i::CDC_Temps-CDC_U3_Temp
GAS:i::CDC_Temps-CDC_U4_Temp
GAS:i::CDC_Temps-CDC_U5_Temp
CDC:hv:A:1:imon  preamp current in HVB A1, innermost ring

many shown in HDRUN, eg https://logbooks.jlab.org/entry/3861759 They can be extracted from myStats on the counting house gluons, eg 

myStats -b '2017-02-04 23:13:57' -e '2017-02-04 23:18:57' -l RESET:i:GasPanelBarPress1 -p 6

graphical epics

List of interesting runs

51689    (50 nA on amo)
51683    (50 nA on 47um diamond)
72630     (100nA on amo)
71350    (150nA on 47um diamond)
71464    (250nA on 47um diamond)
71500    (250nA on amo)
71592    (350nA on 47um diamond)
71695    (350nA on 47um diamond)
72660    (350nA on 47um diamond)

61793  (Primex, only 200nA but lots of partial tracks/junk hits & no field)


References

N.S. Jarvis, C.A. Meyer, B. Zihlmann, M. Staib, A. Austregesilo, F. Barbosa, C. Dickover, V. Razmyslovich, S. Taylor, Y. Van Haarlem, G. Visser, T. Whitlatch, The Central Drift Chamber for GlueX, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 962, 2020, 163727, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.163727. (https://www.sciencedirect.com/science/article/pii/S0168900220302771)


S. Adhikari, C.S. Akondi, H. Al Ghoul, A. Ali, M. Amaryan, E.G. Anassontzis, A. Austregesilo, F. Barbosa, J. Barlow, A. Barnes, E. Barriga, R. Barsotti, T.D. Beattie, J. Benesch, V.V. Berdnikov, G. Biallas, T. Black, W. Boeglin, P. Brindza, W.J. Briscoe, T. Britton, J. Brock, W.K. Brooks, B.E. Cannon, C. Carlin, D.S. Carman, T. Carstens, N. Cao, O. Chernyshov, E. Chudakov, S. Cole, O. Cortes, W.D. Crahen, V. Crede, M.M. Dalton, T. Daniels, A. Deur, C. Dickover, S. Dobbs, A. Dolgolenko, R. Dotel, M. Dugger, R. Dzhygadlo, A. Dzierba, H. Egiyan, T. Erbora, A. Ernst, P. Eugenio, C. Fanelli, S. Fegan, A.M. Foda, J. Foote, J. Frye, S. Furletov, L. Gan, A. Gasparian, A. Gerasimov, N. Gevorgyan, C. Gleason, K. Goetzen, A. Goncalves, V.S. Goryachev, L. Guo, H. Hakobyan, A. Hamdi, J. Hardin, C.L. Henschel, G.M. Huber, C. Hutton, A. Hurley, P. Ioannou, D.G. Ireland, M.M. Ito, N.S. Jarvis, R.T. Jones, V. Kakoyan, S. Katsaganis, G. Kalicy, M. Kamel, C.D. Keith, F.J. Klein, R. Kliemt, D. Kolybaba, C. Kourkoumelis, S.T. Krueger, S. Kuleshov, I. Larin, D. Lawrence, J.P. Leckey, D.I. Lersch, B.D. Leverington, W.I. Levine, W. Li, B. Liu, K. Livingston, G.J. Lolos, V. Lyubovitskij, D. Mack, H. Marukyan, P.T. Mattione, V. Matveev, M. McCaughan, M. McCracken, W. McGinley, J. McIntyre, D. Meekins, R. Mendez, C.A. Meyer, R. Miskimen, R.E. Mitchell, F. Mokaya, K. Moriya, F. Nerling, L. Ng, H. Ni, A.I. Ostrovidov, Z. Papandreou, M. Patsyuk, C. Paudel, P. Pauli, R. Pedroni, L. Pentchev, K.J. Peters, W. Phelps, J. Pierce, E. Pooser, V. Popov, B. Pratt, Y. Qiang, N. Qin, V. Razmyslovich, J. Reinhold, B.G. Ritchie, J. Ritman, L. Robison, D. Romanov, C. Romero, C. Salgado, N. Sandoval, T. Satogata, A.M. Schertz, S. Schadmand, A. Schick, R.A. Schumacher, C. Schwarz, J. Schwiening, A.Yu. Semenov, I.A. Semenova, K.K. Seth, X. Shen, M.R. Shepherd, E.S. Smith, D.I. Sober, A. Somov, S. Somov, O. Soto, N. Sparks, M.J. Staib, C. Stanislav, J.R. Stevens, J. Stewart, I.I. Strakovsky, B.C. L. Sumner, K. Suresh, V.V. Tarasov, S. Taylor, L.A. Teigrob, A. Teymurazyan, A. Thiel, I. Tolstukhin, A. Tomaradze, A. Toro, A. Tsaris, Y. Van Haarlem, G. Vasileiadis, I. Vega, G. Visser, G. Voulgaris, N.K. Walford, D. Werthmüller, T. Whitlatch, N. Wickramaarachchi, M. Williams, E. Wolin, T. Xiao, Y. Yang, J. Zarling, Z. Zhang, Q. Zhou, X. Zhou, B. Zihlmann, The GlueX beamline and detector, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 987, 2021, 164807, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.164807. (https://www.sciencedirect.com/science/article/pii/S0168900220312043)


M.D. Mestayer, K. Adhikari, R.P. Bennett, S. Bueltmann, T. Chetry, S.B. Christo, M. Cook, R.C. Cuevas, G.E. Dodge, L. El Fassi, T.A. Forest, G. Jacobs, T. Hartlove, T.B. Hayward, L. Kabir, S.E. Kuhn, D. McNulty, S. Nanda, J. Newton, W.M. Taylor, L.B. Weinstein, V. Ziegler, The CLAS12 drift chamber system, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 959, 2020, 163518, ISSN 0168-9002, https://doi.org/10.1016/j.nima.2020.163518. (https://www.sciencedirect.com/science/article/pii/S016890022030111X)

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