diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 90630c57aa6b3df0a244047221a54d7404ef48d4..2066a57143c825f01b9855833c2db8e7e756d136 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -97,4 +97,10 @@ integration_se:
 integration_pe:
   stage: integration
   script:
-  - nextflow run ./workflow/rna-seq.nf --deriva ./test_data/auth/credential.json --bdbag ./test_data/auth/cookies.txt --repRID Q-Y5JA
+  - nextflow run ./workflow/rna-seq.nf --deriva ./test_data/auth/credential.json --bdbag ./test_data/auth/cookies.txt --repRID Q-Y5JA -with-dag dag.png
+  artifacts:
+    name: "$CI_JOB_NAME"
+    when: always
+    paths:
+      - dag.png
+    expire_in: 7 days
diff --git a/.gitlab/issue_templates/Bug.md b/.gitlab/issue_templates/Bug.md
index 9263e44e3e98f4ba84c6605277179cb6f7968a6c..50540890e97e3eb8bb494613fc07402b169e6381 100644
--- a/.gitlab/issue_templates/Bug.md
+++ b/.gitlab/issue_templates/Bug.md
@@ -1,7 +1,7 @@
 # Summary
 
 
-# Setps to reproduce
+# Steps to reproduce
 
 
 # Observed bug behavoir
@@ -18,4 +18,4 @@
 
 
 /label ~bug ~"To Do"
-/cc @ghenry @venkat.malladi @s181706 @s189701
\ No newline at end of file
+/cc @ghenry @venkat.malladi @s181706
\ No newline at end of file
diff --git a/.gitlab/merge_request_templates/Merge_Request.md b/.gitlab/merge_request_templates/Merge_Request.md
index cf2214fd8f235e57315ec19996ee2c5512555f51..11442efc9e33ce9cbaecef9a6dca32df9ad91985 100644
--- a/.gitlab/merge_request_templates/Merge_Request.md
+++ b/.gitlab/merge_request_templates/Merge_Request.md
@@ -1,10 +1,11 @@
-Please fill in the appropriate checklist below (delete whatever is not relevant).
-These are the most common things requested on pull requests (PRs).
+Please fill in the appropriate checklist below (delete those which are not relevant).
+These are the most common things requested on pull requests.
 
 ## PR checklist
  - [ ] This comment contains a description of changes (with reason)
  - [ ] If you've fixed a bug or added code that should be tested, add tests!
  - [ ] Documentation in `docs` is updated
+ - [ ] Replace dag.png with the most recent CI pipleine integrated_pe artifact
  - [ ] `CHANGELOG.md` is updated
  - [ ] `README.md` is updated
  - [ ] `LICENSE.md` is updated with new contributors
diff --git a/README.md b/README.md
index c525c85c71bbcf7c81e2a2c32f05c3a05f923aa7..9ae8e4d92c20e7f880c85c8784809a0f7cde506e 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 [![DOI]()]()
 -->
 RNA-Seq Analytic Pipeline for GUDMAP/RBK
-===========================
+========================================
 
 Introduction
 ------------
@@ -13,17 +13,37 @@ This pipeline was created to be a standard mRNA-sequencing analysis pipeline whi
 
 ![flowchart](docs/RNA-Seq%20Pipeline%20Design%20Flowchart.jpg "Flowchart")
 
+Cloud Compatibility:
+--------------------
+This pipeline is also capable of being run on AWS. To do so:
+* Build a AWS batch queue and environment either manually or with [aws-cloudformantion](https://console.aws.amazon.com/cloudformation/home?#/stacks/new?stackName=Nextflow&templateURL=https://s3.amazonaws.com/aws-genomics-workflows/templates/nextflow/nextflow-aio.template.yaml)
+* Edit one of the aws configs in workflow/config/
+  * Replace workDir with the S3 bucket generated
+  * Change region if different
+  * Change queue to the aws batch queue generated
+* The user must have awscli configured with an appropriate authentication (with ```aws configure``` and access keys) in the environment which nextflow will be run
+* Add ```-profile ``` with the name aws config which was customized
+
 To Run:
 -------
 * Available parameters:
-  * *--deriva* active ```credential.json``` file from [deriva-auth](https://github.com/informatics-isi-edu/gudmap-rbk/wiki/Uploading-files-via-Deriva-client-tools#from-a-remote-server)
-  * *--bdbag* active ```cookies.txt``` file from [deriva-auth](https://github.com/informatics-isi-edu/gudmap-rbk/wiki/Uploading-files-via-Deriva-client-tools#from-a-remote-server)
-  * *--repRID* mRNA-seq replicate RID\
-  note: once deriva-auth is run and authenticated, the two files above are saved in ```~/.deriva/``` (see official documents from [deriva](https://github.com/informatics-isi-edu/deriva-client#installer-packages-for-windows-and-macosx) on the lifetime of the credentials)
-* FULL EXAMPLE:
-  ```
-  nextflow run workflow/rna-seq.nf --deriva ./data/credential.json --bdbag ./data/cookies.txt --repRID Q-Y5JA
-  ```
+  * ```--deriva``` active **credential.json** file from [deriva-auth](https://github.com/informatics-isi-edu/gudmap-rbk/wiki/Uploading-files-via-Deriva-client-tools#from-a-remote-server)
+  * ```--bdbag``` active **cookies.txt** file from [deriva-auth](https://github.com/informatics-isi-edu/gudmap-rbk/wiki/Uploading-files-via-Deriva-client-tools#from-a-remote-server)
+  * ```--repRID``` mRNA-seq replicate RID
+  * ```--refMoVersion``` mouse reference version ***(optional)***
+  * ```--refHuVersion``` human reference version ***(optional)***
+  * ```-profile``` config profile to use: standard = local processes on BioHPC (default), biohpc = BioHPC cluster, aws_ondemand = AWS Batch on-demand instant requests, aws_spot = AWS Batch spot instance requests ***(optional)***
+* NOTES:
+  * once deriva-auth is run and authenticated, the two files above are saved in ```~/.deriva/``` (see official documents from [deriva](https://github.com/informatics-isi-edu/deriva-client#installer-packages-for-windows-and-macosx) on the lifetime of the credentials)
+  * reference version consists of Genome Reference Consortium version, patch release and GENCODE annotation release # (leaving the params blank will use the default version tied to the pipeline version)
+    * *current mouse* **38.p6.vM22** = GRCm38.p6 with GENCODE annotation release M22
+    * *current human* **38.p6.v31** = GRCh38.p12 with GENCODE annotation release 31
+
+FULL EXAMPLE:
+-------------
+```
+nextflow run workflow/rna-seq.nf --deriva ./data/credential.json --bdbag ./data/cookies.txt --repRID Q-Y5JA
+```
 
 
 
@@ -33,7 +53,7 @@ To Run:
 
 Credits
 =======
-This worklow is was developed by [Bioinformatic Core Facility (BICF), Department of Bioinformatics](http://www.utsouthwestern.edu/labs/bioinformatics/)
+This workflow is was developed by [Bioinformatic Core Facility (BICF), Department of Bioinformatics](http://www.utsouthwestern.edu/labs/bioinformatics/)
 
 PI
 --
@@ -69,3 +89,11 @@ UT Southwestern Medical Center\
 [jeremy.mathews@utsouthwestern.edu](mailto:jeremy.mathews@utsouthwestern.edu)
 
 Please cite in publications: Pipeline was developed by BICF from funding provided by **Cancer Prevention and Research Institute of Texas (RP150596)**.
+
+<hr>
+<hr>
+
+Pipeline Directed Acyclic Graph
+-------------------------------
+
+![dag](docs/dag.png "DAG")
\ No newline at end of file
diff --git a/docs/RNA-Seq Pipeline Design Flowchart.drawio b/docs/RNA-Seq Pipeline Design Flowchart.drawio
index f5948f90ef528dfa40d27eb4a77e6f58ddc1bbcf..015897afb0156920a9d1d7ae3bc739f545cd9dda 100644
--- a/docs/RNA-Seq Pipeline Design Flowchart.drawio	
+++ b/docs/RNA-Seq Pipeline Design Flowchart.drawio	
@@ -1 +1 @@
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diff --git a/docs/RNA-Seq Pipeline Design Flowchart.jpg b/docs/RNA-Seq Pipeline Design Flowchart.jpg
index 517422bc8be240d9d446e3439f14ceb1874291d5..fb7264cd251e7d3ed9c35971e58387e14303fdaa 100644
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diff --git a/docs/RNA-Seq Pipeline Design Flowchart.pdf b/docs/RNA-Seq Pipeline Design Flowchart.pdf
deleted file mode 100644
index f4a29541d587138404e55316652a726a1af73aca..0000000000000000000000000000000000000000
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diff --git a/docs/RNA-Seq Pipeline Design Process Table.docx b/docs/RNA-Seq Pipeline Design Process Table.docx
index eb0baa2f102b71485ff4ed75664a86f1a7cacf7f..92cc22938e92753c3e77cdfc5279806820bca1d2 100644
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diff --git a/docs/RNA-Seq Pipeline Design Process Table.pdf b/docs/RNA-Seq Pipeline Design Process Table.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..0d0305bc0a2c8e043799f798089232dfad00c18a
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diff --git a/docs/dag.png b/docs/dag.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4b6d60f4891bc2680f6d2908670442ff1e314df
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diff --git a/workflow/conf/biohpc.config b/workflow/conf/biohpc.config
index ea9d13742ba0a18fc373694705859836a87e37cc..83fac1f1092e641a25214c2af2b61745ed352a83 100755
--- a/workflow/conf/biohpc.config
+++ b/workflow/conf/biohpc.config
@@ -16,13 +16,13 @@ process {
     executor = 'local'
   }
   withName:trimData {
-    queue = '128GB,256GB,256GBv1'
+    queue = 'super'
   }
   withName:alignData {
     queue = '256GB,256GBv1'
   }
-  withName:dedupData {
-    queue = '128GB,256GB,256GBv1'
+  withName: dedupData {
+    queue = 'super'
   }
   withName:fastqc {
     queue = 'super'
@@ -30,6 +30,9 @@ process {
   withName:inferMetadata {
     queue = 'super'
   }
+  withName: makeBigWig {
+    queue = 'super'
+  }
 }
 
 singularity {
diff --git a/workflow/rna-seq.nf b/workflow/rna-seq.nf
index e3acf698c9dc80a3b44e41fe6a8a483e66c235f6..40cb8d512bf207dca711153fb60e5ed4f19316a6 100644
--- a/workflow/rna-seq.nf
+++ b/workflow/rna-seq.nf
@@ -288,7 +288,6 @@ process trimData {
 // Replicate reference for multiple process inputs
 reference.into {
   reference_alignData
-  reference_rseqc
 }
 
 /*