diff --git a/src/nf_modules/BEDtools/fasta_from_bed.config b/src/nf_modules/BEDtools/fasta_from_bed.config
index 6e198953a47de87a3535a78d515070adc7421467..cae561d709f22bf894e812a3bfe23e6490375519 100644
--- a/src/nf_modules/BEDtools/fasta_from_bed.config
+++ b/src/nf_modules/BEDtools/fasta_from_bed.config
@@ -13,7 +13,7 @@ profiles {
       withName: fasta_from_bed {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "BEDtools/2.25.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/nf_modules/BWA/indexing.config b/src/nf_modules/BWA/indexing.config
index 661165009723591e2e246b57d9dc4111c064f280..7f889670db9cbd56668a14dc2ca82caefadc94c4 100644
--- a/src/nf_modules/BWA/indexing.config
+++ b/src/nf_modules/BWA/indexing.config
@@ -12,7 +12,7 @@ profiles {
     process{
       withname: index_fasta {
         beforeScript = "module purge; module load BWA/0.7.17"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/BWA/mapping_paired.config b/src/nf_modules/BWA/mapping_paired.config
index 68df48ed2c3070177585837273fbcbb498641dea..d9d7a826751f1768c56ebb40e9ffe069af02cf14 100644
--- a/src/nf_modules/BWA/mapping_paired.config
+++ b/src/nf_modules/BWA/mapping_paired.config
@@ -12,7 +12,7 @@ profiles {
     process{
       withname: mapping_fastq {
         beforeScript = "module purge; module load BWA/0.7.17"
-        executor = "psmn"
+        executor = "sge"
         cpus = 4
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/FastQC/fastqc_paired.config b/src/nf_modules/FastQC/fastqc_paired.config
index 875a0fc3d8324a42fe058f42df6f5f2cbb1beaee..31b0daadc644d0cbe3ebd544744011efc67e8f4b 100644
--- a/src/nf_modules/FastQC/fastqc_paired.config
+++ b/src/nf_modules/FastQC/fastqc_paired.config
@@ -12,7 +12,7 @@ profiles {
     process{
       withname: fastqc_fastq {
         beforeScript = "module purge; module load FastQC/0.11.5"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/FastQC/fastqc_single.config b/src/nf_modules/FastQC/fastqc_single.config
index 875a0fc3d8324a42fe058f42df6f5f2cbb1beaee..31b0daadc644d0cbe3ebd544744011efc67e8f4b 100644
--- a/src/nf_modules/FastQC/fastqc_single.config
+++ b/src/nf_modules/FastQC/fastqc_single.config
@@ -12,7 +12,7 @@ profiles {
     process{
       withname: fastqc_fastq {
         beforeScript = "module purge; module load FastQC/0.11.5"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/Kallisto/indexing.config b/src/nf_modules/Kallisto/indexing.config
index 95d38d09f62de6f60969259f03580c03c99a6490..a76c54b4298cf05c498b1dbba346c50f0b73fc01 100644
--- a/src/nf_modules/Kallisto/indexing.config
+++ b/src/nf_modules/Kallisto/indexing.config
@@ -13,7 +13,7 @@ profiles {
       withName: index_fasta {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "Kallisto/0.44.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "30GB"
         time = "24h"
diff --git a/src/nf_modules/Kallisto/mapping_paired.config b/src/nf_modules/Kallisto/mapping_paired.config
index 5200ee092f0da1f47aa9eae6cb081cc145f26105..abd3b1307c48adae1c09908f2475177dc321ad9c 100644
--- a/src/nf_modules/Kallisto/mapping_paired.config
+++ b/src/nf_modules/Kallisto/mapping_paired.config
@@ -13,7 +13,7 @@ profiles {
       withName: mapping_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "Kallisto/0.44.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "30GB"
         time = "24h"
diff --git a/src/nf_modules/Kallisto/mapping_single.config b/src/nf_modules/Kallisto/mapping_single.config
index 5200ee092f0da1f47aa9eae6cb081cc145f26105..abd3b1307c48adae1c09908f2475177dc321ad9c 100644
--- a/src/nf_modules/Kallisto/mapping_single.config
+++ b/src/nf_modules/Kallisto/mapping_single.config
@@ -13,7 +13,7 @@ profiles {
       withName: mapping_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "Kallisto/0.44.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "30GB"
         time = "24h"
diff --git a/src/nf_modules/MUSIC/peak_calling_single.config b/src/nf_modules/MUSIC/peak_calling_single.config
index f581bd0c64fb3bd444d12886b1bf5cc66e84bfb4..57fed99847248e7624502aa31d4e9e297376c229 100644
--- a/src/nf_modules/MUSIC/peak_calling_single.config
+++ b/src/nf_modules/MUSIC/peak_calling_single.config
@@ -19,7 +19,7 @@ profiles {
       withname: compute_mappability {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "MUSIC/6613c53"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
@@ -28,7 +28,7 @@ profiles {
       withname: music_preprocessing {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "MUSIC/6613c53"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
@@ -37,7 +37,7 @@ profiles {
       withname: music_computation {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "MUSIC/6613c53"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/nf_modules/MultiQC/multiqc_paired.config b/src/nf_modules/MultiQC/multiqc_paired.config
index 3b55ccc1a04b5073df6464267419c1d775610963..fd3f43316c91967e7d4037bb9fbc1fea10909eff 100644
--- a/src/nf_modules/MultiQC/multiqc_paired.config
+++ b/src/nf_modules/MultiQC/multiqc_paired.config
@@ -17,7 +17,7 @@ profiles {
       withname: fastqc_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "FastQC/0.11.5"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
@@ -28,7 +28,7 @@ profiles {
       withname: multiqc {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "MultiQC/1.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/MultiQC/multiqc_single.config b/src/nf_modules/MultiQC/multiqc_single.config
index eff032025a72ff713c4b41e9217b205cd4eac7a0..786bbebcc2ac1b19d17bf16bc4454caab662d615 100644
--- a/src/nf_modules/MultiQC/multiqc_single.config
+++ b/src/nf_modules/MultiQC/multiqc_single.config
@@ -16,7 +16,7 @@ profiles {
       withname: fastqc_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "FastQC/0.11.5"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
@@ -27,7 +27,7 @@ profiles {
       withname: multiqc {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "MultiQC/1.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/RSEM/quantification_paired.config b/src/nf_modules/RSEM/quantification_paired.config
index 30e5a2a68060c71a67699888eba4ee11865bad90..fe729b9c8b76b255ee0aa280e92e9e94416fffa6 100644
--- a/src/nf_modules/RSEM/quantification_paired.config
+++ b/src/nf_modules/RSEM/quantification_paired.config
@@ -13,7 +13,7 @@ profiles {
       withname: mapping_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "RSEM/1.3.0:SAMtools/1.7"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "30GB"
         time = "24h"
diff --git a/src/nf_modules/RSEM/quantification_single.config b/src/nf_modules/RSEM/quantification_single.config
index 30e5a2a68060c71a67699888eba4ee11865bad90..fe729b9c8b76b255ee0aa280e92e9e94416fffa6 100644
--- a/src/nf_modules/RSEM/quantification_single.config
+++ b/src/nf_modules/RSEM/quantification_single.config
@@ -13,7 +13,7 @@ profiles {
       withname: mapping_fastq {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "RSEM/1.3.0:SAMtools/1.7"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "30GB"
         time = "24h"
diff --git a/src/nf_modules/SRAtoolkit/fastqdump.config b/src/nf_modules/SRAtoolkit/fastqdump.config
index 9fb28f952ccd9825f16850e98c1ebf8b49deac3b..d0e82733e9cc9ee229bfe22472a21bc32808b1b4 100644
--- a/src/nf_modules/SRAtoolkit/fastqdump.config
+++ b/src/nf_modules/SRAtoolkit/fastqdump.config
@@ -12,7 +12,7 @@ profiles {
     process{
       withname: fastq_dump {
         beforeScript = "module purge; module load SRAtoolkit/2.8.2"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
diff --git a/src/nf_modules/UrQt/trimming_paired.config b/src/nf_modules/UrQt/trimming_paired.config
index 59760a7292738eda4897fe45d6968aa49a3bb77d..f11ad74fd470bddeebb92a0aad573af5ff50ff21 100644
--- a/src/nf_modules/UrQt/trimming_paired.config
+++ b/src/nf_modules/UrQt/trimming_paired.config
@@ -13,7 +13,7 @@ profiles {
       withName: trimming {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "UrQt/d62c1f8"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "5GB"
         time = "12h"
diff --git a/src/nf_modules/UrQt/trimming_single.config b/src/nf_modules/UrQt/trimming_single.config
index 59760a7292738eda4897fe45d6968aa49a3bb77d..f11ad74fd470bddeebb92a0aad573af5ff50ff21 100644
--- a/src/nf_modules/UrQt/trimming_single.config
+++ b/src/nf_modules/UrQt/trimming_single.config
@@ -13,7 +13,7 @@ profiles {
       withName: trimming {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "UrQt/d62c1f8"
-        executor = "psmn"
+        executor = "sge"
         cpus = 16
         memory = "5GB"
         time = "12h"
diff --git a/src/nf_modules/cutadapt/adaptor_removal_paired.config b/src/nf_modules/cutadapt/adaptor_removal_paired.config
index ad9b4d285d8d896d423ad363a0ddc56aa29849b2..dfc860043be9568cf42433146828fc7ffb731291 100644
--- a/src/nf_modules/cutadapt/adaptor_removal_paired.config
+++ b/src/nf_modules/cutadapt/adaptor_removal_paired.config
@@ -13,7 +13,7 @@ profiles {
       withName: adaptor_removal {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "cutadapt/1.14"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/nf_modules/cutadapt/adaptor_removal_single.config b/src/nf_modules/cutadapt/adaptor_removal_single.config
index ad9b4d285d8d896d423ad363a0ddc56aa29849b2..dfc860043be9568cf42433146828fc7ffb731291 100644
--- a/src/nf_modules/cutadapt/adaptor_removal_single.config
+++ b/src/nf_modules/cutadapt/adaptor_removal_single.config
@@ -13,7 +13,7 @@ profiles {
       withName: adaptor_removal {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "cutadapt/1.14"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/nf_modules/cutadapt/trimming_paired.config b/src/nf_modules/cutadapt/trimming_paired.config
index 6d5292d1043a94ccd84c90221e037ff00388cb10..82b2604981d2ab43f9fec2f16e99e6979c3b851d 100644
--- a/src/nf_modules/cutadapt/trimming_paired.config
+++ b/src/nf_modules/cutadapt/trimming_paired.config
@@ -13,7 +13,7 @@ profiles {
       withName: trimming {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "cutadapt/1.14"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/nf_modules/cutadapt/trimming_single.config b/src/nf_modules/cutadapt/trimming_single.config
index 6d5292d1043a94ccd84c90221e037ff00388cb10..82b2604981d2ab43f9fec2f16e99e6979c3b851d 100644
--- a/src/nf_modules/cutadapt/trimming_single.config
+++ b/src/nf_modules/cutadapt/trimming_single.config
@@ -13,7 +13,7 @@ profiles {
       withName: trimming {
         beforeScript = "source /usr/share/lmod/lmod/init/bash; module use ~/privatemodules"
         module = "cutadapt/1.14"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "20GB"
         time = "12h"
diff --git a/src/training_dataset.config b/src/training_dataset.config
index 3bddf5fc6da7e04df7e4bea364adc31d109fe4d4..20f3db36a74e758f3a536db7d2672c28c0c06cd1 100644
--- a/src/training_dataset.config
+++ b/src/training_dataset.config
@@ -42,7 +42,7 @@ profiles {
     process{
       withname: build_synthetic_bed {
         beforeScript = "module purge; module load BEDtools/2.25.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"
@@ -53,7 +53,7 @@ profiles {
       }
       withname: fasta_from_bed {
         beforeScript = "module purge; module load BEDtools/2.25.0"
-        executor = "psmn"
+        executor = "sge"
         cpus = 1
         memory = "5GB"
         time = "6h"