SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services | Paper Citation Record

Observation 37ed3401-def8-42fb-812c-0d39af2459c1 · outbound

This paper cites SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.231206Z

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Observation 487f1e51-353b-4ca3-9eca-19eacf370b6d · outbound

This paper cites GPU Implementation of Neural Networks,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services GPU Implementation of Neural Networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.221445Z

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Observation 5467cd0f-dc72-4dcb-9cbf-59b1936408ca · outbound

This paper cites MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.211913Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2d076523-0dc6-49e2-9efc-60d7713515d2 · outbound

This paper cites Clipper: A Low-Latency Online Prediction Serving System,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Clipper: A Low-Latency Online Prediction Serving System,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.201960Z

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Observation 65744db7-3a11-4af1-841b-239fb9b76a28 · outbound

This paper cites McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.191107Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9e3fd83b-15ff-4cd7-8d42-2c4a41d379e5 · outbound

This paper cites Benchmarking TPU, GPU, and CPU Platforms for Deep Learning.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:20:54.510900Z

Source-reported events for the cited work

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Observation 75d66414-3005-44ef-9b9d-d9c7ad91766c · outbound

This paper cites NVIDIA AI inference platform technical overview,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services NVIDIA AI inference platform technical overview,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.181306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 38b11f89-4ff1-4849-9825-8e2ac3c56410 · outbound

This paper cites EAIS: Energy-Aware Adaptive Scheduling for CNN Inference on High-Performance GPUs,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services EAIS: Energy-Aware Adaptive Scheduling for CNN Inference on High-Performance GPUs,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.171061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4849ae03-3cc2-44fc-938b-6f302fef9e76 · outbound

This paper cites Energy-Efficient Online Scheduling of Transformer Inference Services on GPU Servers,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Energy-Efficient Online Scheduling of Transformer Inference Services on GPU Servers,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.161649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 68fa8748-f9c9-4aef-9d79-43edfc1df205 · outbound

This paper cites Packrat: Automatic Reconfiguration for Latency Minimization in CPU- Based DNN Serving,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Packrat: Automatic Reconfiguration for Latency Minimization in CPU- Based DNN Serving,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.151563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8d30126f-7d9c-47ef-869b-52c93317ffa8 · outbound

This paper cites Coordinated Batching and DVFS for DNN Inference on GPU Accelerators,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Coordinated Batching and DVFS for DNN Inference on GPU Accelerators,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.141704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f6b7a63-1f71-4b2e-8235-eb337db52103 · outbound

This paper cites BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.131212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14d344ed-2f74-4e27-a070-70b023100ddb · outbound

This paper cites CoFB: Latency-Constrained Co- Scheduling of Flows and Batches for Deep Learning Inference Service on the CPU–GPU System,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services CoFB: Latency-Constrained Co- Scheduling of Flows and Batches for Deep Learning Inference Service on the CPU–GPU System,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.120993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3588160d-e94e-4bcc-aad4-9747ca98f184 · outbound

This paper cites Lazy Batching: An SLA-Aware Batching System for Cloud Machine Learning Inference,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Lazy Batching: An SLA-Aware Batching System for Cloud Machine Learning Inference,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.110982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c2bca44-e07c-4c2c-bdad-5bea79d0f09d · outbound

This paper cites E2Bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services E2Bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.102308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f857fd11-b58d-4b6c-b510-79cc4f2601c1 · outbound

This paper cites Google cloud prediction API documentation,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Google cloud prediction API documentation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.092831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f95df59a-277d-4897-b04b-f4fc7f172386 · outbound

This paper cites Going Deeper with Convolutions,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Going Deeper with Convolutions,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.083666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12ab70f3-0ca2-49d5-862d-260fb6cc3f95 · outbound

This paper cites Virtual Batching: Request Batching for Server Energy Conservation in Virtualized Data Centers,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Virtual Batching: Request Batching for Server Energy Conservation in Virtualized Data Centers,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.074463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 953763a2-e38b-413a-82fd-73b4beed563b · outbound

This paper cites Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.063109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a40e6e0-c157-4d0d-943c-11bd8b96af4b · outbound

This paper cites DBS: Dynamic Batch Size For Distributed Deep Neural Network Training.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services DBS: Dynamic Batch Size For Distributed Deep Neural Network Training

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:20:54.699456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2588cac0-9b77-42a3-9fe5-0596b51aa399 · outbound

This paper cites Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.052565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7fc49125-b1a2-4d7e-b6f8-f35d0ae729cb · outbound

This paper cites Energy- Latency Tradeoff for Dynamic Computation Offloading in Vehicular Fog Computing,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Energy- Latency Tradeoff for Dynamic Computation Offloading in Vehicular Fog Computing,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.040998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aa111f3e-6c0d-45c1-9660-87d0aff16d86 · outbound

This paper cites QoS and Fairness Oriented Dynamic Computation Offloading in the Internet of Vehicles based on Estimate Time of Arrival,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services QoS and Fairness Oriented Dynamic Computation Offloading in the Internet of Vehicles based on Estimate Time of Arrival,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.027988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation deca11b8-ba76-4fa2-9511-76520c742468 · outbound

This paper cites Smart Healthcare: RL-Based Task Offloading Scheme for Edge-Enable Sensor Networks,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Smart Healthcare: RL-Based Task Offloading Scheme for Edge-Enable Sensor Networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.017557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 18634052-c4a4-43df-85db-7c029a5a774d · outbound

This paper cites SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:55.006210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 537233b0-608e-490b-aa5f-a9335177b6d8 · outbound

This paper cites AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.995748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10cfc59f-a086-40bb-ba22-cc628b1d89b7 · outbound

This paper cites Swift Machine Learning Model Serving Scheduling: A Region Based Re- inforcement Learning Approach,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Swift Machine Learning Model Serving Scheduling: A Region Based Re- inforcement Learning Approach,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.985261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a112f16-037c-4e16-a304-6ffaec9a88bb · outbound

This paper cites The Markov-Modulated Poisson Process (MMPP) Cookbook,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services The Markov-Modulated Poisson Process (MMPP) Cookbook,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.973797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3548bce6-d655-4a5e-b840-20c52b6b8f93 · outbound

This paper cites Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.962613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f8ea57de-c10a-44c5-b2c8-fb5c1ec7bd4f · outbound

This paper cites Control and Optimization of Batch Processes,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Control and Optimization of Batch Processes,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.950744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e88ae0c-032b-42cf-8f4a-105425ec9085 · outbound

This paper cites Bulk Service Queueing Models-A Survey,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Bulk Service Queueing Models-A Survey,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.939720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 13ceea65-5d74-4269-94a9-6d59065d18a5 · outbound

This paper cites A Survey of Scheduling with Parallel Batch (p-Batch) Processing,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services A Survey of Scheduling with Parallel Batch (p-Batch) Processing,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.928540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4894899d-a7db-4668-bc89-5069f1bc9468 · outbound

This paper cites Optimal Control of Batch Service Queues,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Optimal Control of Batch Service Queues,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.917375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 62780a7b-ad98-455c-a68f-af1a763ec805 · outbound

This paper cites Optimal bulking threshold of batch service queues,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Optimal bulking threshold of batch service queues,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.906678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b08c3ab-b420-4af9-8b48-b8ff3c8672b7 · outbound

This paper cites Multiuser Co-Inference With Batch Processing Capable Edge Server,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Multiuser Co-Inference With Batch Processing Capable Edge Server,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.895831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0db9b71b-8a43-4f8a-b1c4-7b52e42ebdc8 · outbound

This paper cites Latency and Throughput Characterization of Convo- lutional Neural Networks for Mobile Computer Vision,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Latency and Throughput Characterization of Convo- lutional Neural Networks for Mobile Computer Vision,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.884900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f951e37-6a56-4415-953f-362bcc26bd53 · outbound

This paper cites A General Class of Bulk Queues with Poisson Input,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services A General Class of Bulk Queues with Poisson Input,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.874398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3661ebcf-f6c4-40a0-9196-b07bc720946a · outbound

This paper cites Analysis and Optimal Control of a Queue with Infinite Buffer Under Batch-Size Dependent Versatile Bulk-Service Rule,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Analysis and Optimal Control of a Queue with Infinite Buffer Under Batch-Size Dependent Versatile Bulk-Service Rule,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.863765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9459fa40-9d68-4b49-a0f7-0735bb237c76 · outbound

This paper cites On the Distribution of an Infinite-Buffer Queueing System with Versatile Bulk-Service Rule Under Batch-Size-Dependent Service Policy: M/G(a,y) n /1,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services On the Distribution of an Infinite-Buffer Queueing System with Versatile Bulk-Service Rule Under Batch-Size-Dependent Service Policy: M/G(a,y) n /1,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.853028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 02a174ca-d0c8-4694-9aaf-fc6fd46a8aca · outbound

This paper cites Analysis of Infinite Buffer General Bulk Service Queue with State Dependent Balking,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Analysis of Infinite Buffer General Bulk Service Queue with State Dependent Balking,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.841447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e4821f4e-c06d-4050-af58-0ddab294cbf4 · outbound

This paper cites Exploiting Structure in Adaptive Dynamic Programming Algorithms for a Stochastic Batch Service Problem,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Exploiting Structure in Adaptive Dynamic Programming Algorithms for a Stochastic Batch Service Problem,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.829654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2ec71262-0383-4bee-b9e5-1c71b0406fa5 · outbound

This paper cites A Load-Balancing Problem for Distributed Bulk-Service Queues with Size-Dependent Batch Processing Times,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services A Load-Balancing Problem for Distributed Bulk-Service Queues with Size-Dependent Batch Processing Times,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.818748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c488c11f-66db-4341-aebc-e799543577db · outbound

This paper cites an unresolved cited work.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:20:54.807800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2b66fb8c-79df-4dcb-b1d2-5b9e01944f31 · outbound

This paper cites Finite State Approximation Algorithms for Average Cost Denumerable State Markov Decision Processes,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Finite State Approximation Algorithms for Average Cost Denumerable State Markov Decision Processes,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.796594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 48d5f4e9-32ba-4f25-8cdf-8e2225795e1d · outbound

This paper cites Finite State Approximations for Denumerable State Infinite Horizon Discounted Markov Decision Processes with Unbounded Re- wards,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Finite State Approximations for Denumerable State Infinite Horizon Discounted Markov Decision Processes with Unbounded Re- wards,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.785055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b5c6f64-3812-4db3-9526-c10753dcd493 · outbound

This paper cites A Proof for the Queuing Formula: L = λW,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services A Proof for the Queuing Formula: L = λW,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.772431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 953f8eaf-ef80-41ad-a3cd-468c2950001b · outbound

This paper cites Optimal Control of Batch Service Queues with Finite Service Capacity and Linear Holding Costs,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Optimal Control of Batch Service Queues with Finite Service Capacity and Linear Holding Costs,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.761066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c69c3b54-f41f-4680-a22b-2501278d96e4 · outbound

This paper cites The Computation of Optimal Control Limits for a Queue with Batch Services,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services The Computation of Optimal Control Limits for a Queue with Batch Services,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.748987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6513b5ff-0633-42b6-8034-b0eac649d82c · outbound

This paper cites Optimal Dispatching of an Infinite-Capacity Shuttle: Control at a Single Terminal,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Optimal Dispatching of an Infinite-Capacity Shuttle: Control at a Single Terminal,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.736283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3840680b-7e09-4609-8814-cc56f95c9325 · outbound

This paper cites Average Cost Semi-Markov Decision Processes and the Control of Queueing Systems,.

SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services Average Cost Semi-Markov Decision Processes and the Control of Queueing Systems,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:20:54.724409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers