Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:14:22.641095Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.23012.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:14:22.641095Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d09fc316-93bc-4f53-9539-8ee4a338b98c · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Flexflow: A flexible dataflow accelerator architecture for convolutional neural networks,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5df28bbf-6b4a-4f12-95bb-31ba32736e77 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Hammingmesh: a network topology for large-scale deep learning,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab4efd88-1c28-4c8d-854c-34ce0c5e169b · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Is network the bottleneck of distributed training?
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b1ed8536-b13b-4b1c-a517-370af55a9639 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers CONGA: Distributed congestion-aware load balancing for datacenters,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5357af0a-5e97-47b9-9057-662dbcdea9aa · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Data center tcp (dctcp),
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 50915409-8e0c-4a32-a197-84fb1ede843d · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Ethereal: Divide and Conquer Network Load Balancing in Large-Scale Distributed Training
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c63a156-39e7-4530-bb85-7fb712c6ce43 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Datacenter Ethernet and RDMA: Issues at Hyperscale
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8eb1c92-83eb-4bc8-bd0c-b638d23974ba · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Handling inter-DC/Edge AI-related network traffic: Problem statement,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ded61180-0417-4073-beb6-b55ee8fb7aab · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Communication optimization strategies for distributed deep neural network training: A survey,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6dd35302-604a-4429-b555-74b16fbc91d8 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Network load balancing with parallel flowlets for ai training clusters,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1bcb7c15-5c21-455b-bb28-99cfe1966f4c · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Multipath issues in unicast and multicast next-hop selection,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7bb24690-d545-4896-ad9d-613aa297c40c · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Let it flow: Resilient asymmetric load balancing with flowlet switching,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d42458e-5518-429c-920d-bddea5f1811f · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Mitigating packet reorder- ing for random packet spraying in data center networks,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bd53b8c2-60fa-4ec2-b6e8-81bfeb27bd9f · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Hedera: Dynamic flow scheduling for data center networks,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3d90b8c2-3eda-4199-9f24-06487ad312c9 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers The new era needs a new network,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 73ae7675-7b09-441f-8d67-6c75656e5ce9 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Empowering ai workloads in ultra ethernet consortium,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2bc71eb-6751-48b3-98a3-cee294956ed7 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers On the impact of packet spraying in data center networks,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 566709e0-d920-4e4a-9dea-439b0430fbcc · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Drill: Micro load balancing for low-latency data center networks,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 456bf081-de51-4328-9b31-896f03f164ac · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers STrack: A Reliable Multipath Transport for AI/ML Clusters
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dbb44fc-692b-47ee-9078-f3fd4b6311e1 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Random early detection gateways for congestion avoidance,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0218204-feb5-4fc3-909a-6d0a777d959a · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Re-architecting datacenter networks and stacks for low latency and high performance,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 46fdceb6-bb78-44e3-96f2-9f5f7d079fbd · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Multi-Path transport for RDMA in datacenters,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8972d50c-331d-4388-a005-b7ef9b51e972 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers PLB: Congestion signals are simple and effective for network load balancing,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5c7d1eb8-ee8e-47a6-891a-c7247cdc92c5 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Best nexthop load balancing algorithm with inband network telemetry,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7089e5b6-bcc8-4c37-9684-8a9fa044f728 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers REPS: Recycled entropy packet spraying for adaptive load balancing and failure mitigation,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20425dc4-9250-4633-a2e9-05d18d82aeef · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Per-packet load-balanced, low-latency routing for clos-based data center networks,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e2d632cd-834d-4ca3-9132-18b8fb8127c0 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers The addition of explicit congestion notification (ECN) to IP,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aa2e7291-0c8a-459e-9192-022d1121b9fb · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Tuning ECN for data center networks,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8d5b1d8a-097d-4f55-8cd1-ccbbff9da3d7 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Fisher–yates shuffle,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e5298d8b-b2c8-41eb-be20-855ff6d52b18 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers SeqBalance: Congestion-Aware Load Balancing with no Reordering for RoCE
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0138653a-65ee-4a71-bbcf-a917c64fe3f5 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers What is bfd?
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c22a3e27-8eec-40a9-b48d-42589336975c · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers What is dpfr?
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef7bbc16-a8b9-4ea4-98c7-93b03114ce69 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Cognitive routing in the tomahawk 5 data center switch,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8488b1e-57e1-4d17-abdd-9c40171b7b56 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers MicroTE: Fine grained traffic engineering for data centers,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8a657d20-7035-471b-af0d-b9dc24cc1962 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Mahout: Low-overhead datacenter traffic management using end-host-based elephant detection,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0cd464f-8687-4fe5-8d05-4a9cc7e15ff2 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Planck: Millisecond-scale monitoring and control for commodity networks,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 097bb8f5-c281-450a-a775-d3157cbc00e2 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Flowbender: Flow- level adaptive routing for improved latency and throughput in datacenter networks,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2ec2a634-3f08-4fd4-8d22-12e3a11cc588 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Hula: Scalable load balancing using programmable data planes,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 719ab97e-66a8-4138-82e0-ff038d2a6621 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers CLOVE: How i learned to stop worrying about the core and love the edge,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fb8a3016-5138-4097-9a9e-772a108fb903 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Presto: Edge-based load balancing for fast datacenter networks,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 07029031-9ec9-47bc-9f71-95f418bfa2fd · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Fastpass: A centralized
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e5a083c6-0d99-4d0f-986c-4fa053aa1cd0 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers QDAPS: Queueing delay aware packet spraying for load balancing in data center,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 66286f79-8fbb-4f1c-95c1-169a9112b5a0 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers AG: Adaptive switching granular- ity for load balancing with asymmetric topology in data center network,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 34273e0c-f02c-48d8-af76-ed384eff7f81 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers Congestion signaling (CSIG),
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7616a2bf-a599-4bbd-813c-0867ee6a39c8 · outbound
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers In-band network telemetry (INT) dataplane specification,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.