diff --git a/Cargo.lock b/Cargo.lock
index 97c370a5..8aa9ab6d 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -497,28 +497,6 @@ dependencies = [
  "wasm-bindgen-futures",
 ]
 
-[[package]]
-name = "async-stream"
-version = "0.3.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd56dd203fef61ac097dd65721a419ddccb106b2d2b70ba60a6b529f03961a51"
-dependencies = [
- "async-stream-impl",
- "futures-core",
- "pin-project-lite",
-]
-
-[[package]]
-name = "async-stream-impl"
-version = "0.3.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.38",
-]
-
 [[package]]
 name = "async-task"
 version = "4.4.1"
@@ -559,6 +537,51 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
 
+[[package]]
+name = "axum"
+version = "0.6.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3b829e4e32b91e643de6eafe82b1d90675f5874230191a4ffbc1b336dec4d6bf"
+dependencies = [
+ "async-trait",
+ "axum-core",
+ "bitflags 1.3.2",
+ "bytes",
+ "futures-util",
+ "http",
+ "http-body",
+ "hyper",
+ "itoa",
+ "matchit",
+ "memchr",
+ "mime",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustversion",
+ "serde",
+ "sync_wrapper",
+ "tower",
+ "tower-layer",
+ "tower-service",
+]
+
+[[package]]
+name = "axum-core"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "759fa577a247914fd3f7f76d62972792636412fbfd634cd452f6a385a74d2d2c"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "futures-util",
+ "http",
+ "http-body",
+ "mime",
+ "rustversion",
+ "tower-layer",
+ "tower-service",
+]
+
 [[package]]
 name = "backtrace"
 version = "0.3.69"
@@ -1248,16 +1271,6 @@ dependencies = [
  "syn 2.0.38",
 ]
 
-[[package]]
-name = "dashmap"
-version = "4.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e77a43b28d0668df09411cb0bc9a8c2adc40f9a048afe863e05fd43251e8e39c"
-dependencies = [
- "cfg-if 1.0.0",
- "num_cpus",
-]
-
 [[package]]
 name = "dashmap"
 version = "5.5.3"
@@ -1490,9 +1503,9 @@ name = "dora-metrics"
 version = "0.3.0"
 dependencies = [
  "futures",
- "opentelemetry 0.17.0",
+ "opentelemetry 0.21.0",
  "opentelemetry-otlp",
- "opentelemetry-system-metrics",
+ "opentelemetry_sdk 0.21.1",
  "tokio",
 ]
 
@@ -1712,7 +1725,7 @@ dependencies = [
  "futures",
  "futures-concurrency",
  "libloading",
- "opentelemetry 0.18.0",
+ "opentelemetry 0.21.0",
  "opentelemetry-system-metrics",
  "pyo3",
  "pythonize",
@@ -2306,7 +2319,7 @@ dependencies = [
  "indexmap 1.9.3",
  "slab",
  "tokio",
- "tokio-util 0.7.9",
+ "tokio-util",
  "tracing",
 ]
 
@@ -3028,6 +3041,12 @@ dependencies = [
  "regex-automata 0.1.10",
 ]
 
+[[package]]
+name = "matchit"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94"
+
 [[package]]
 name = "md5"
 version = "0.7.0"
@@ -3152,12 +3171,6 @@ dependencies = [
  "ws2_32-sys",
 ]
 
-[[package]]
-name = "multimap"
-version = "0.8.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5ce46fe64a9d73be07dcbe690a38ce1b293be448fd8ce1e6c1b8062c9f72c6a"
-
 [[package]]
 name = "multiple-daemons-example-node"
 version = "0.3.0"
@@ -3522,35 +3535,28 @@ checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
 
 [[package]]
 name = "opentelemetry"
-version = "0.17.0"
+version = "0.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6105e89802af13fdf48c49d7646d3b533a70e536d818aae7e78ba0433d01acb8"
+checksum = "69d6c3d7288a106c0a363e4b0e8d308058d56902adefb16f4936f417ffef086e"
 dependencies = [
- "async-trait",
- "crossbeam-channel",
- "dashmap 4.0.2",
- "fnv",
- "futures-channel",
- "futures-executor",
- "futures-util",
- "js-sys",
- "lazy_static",
- "percent-encoding",
- "pin-project",
- "rand",
- "thiserror",
- "tokio",
- "tokio-stream",
+ "opentelemetry_api",
+ "opentelemetry_sdk 0.18.0",
 ]
 
 [[package]]
 name = "opentelemetry"
-version = "0.18.0"
+version = "0.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69d6c3d7288a106c0a363e4b0e8d308058d56902adefb16f4936f417ffef086e"
+checksum = "1e32339a5dc40459130b3bd269e9892439f55b33e772d2a9d402a789baaf4e8a"
 dependencies = [
- "opentelemetry_api",
- "opentelemetry_sdk",
+ "futures-core",
+ "futures-sink",
+ "indexmap 2.0.2",
+ "js-sys",
+ "once_cell",
+ "pin-project-lite",
+ "thiserror",
+ "urlencoding",
 ]
 
 [[package]]
@@ -3564,7 +3570,7 @@ dependencies = [
  "futures-executor",
  "once_cell",
  "opentelemetry 0.18.0",
- "opentelemetry-semantic-conventions",
+ "opentelemetry-semantic-conventions 0.10.0",
  "thiserror",
  "thrift",
  "tokio",
@@ -3572,20 +3578,33 @@ dependencies = [
 
 [[package]]
 name = "opentelemetry-otlp"
-version = "0.10.0"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d1a6ca9de4c8b00aa7f1a153bd76cb263287155cec642680d79d98706f3d28a"
+checksum = "f24cda83b20ed2433c68241f918d0f6fdec8b1d43b7a9590ab4420c5095ca930"
 dependencies = [
  "async-trait",
- "futures",
- "futures-util",
+ "futures-core",
  "http",
- "opentelemetry 0.17.0",
+ "opentelemetry 0.21.0",
+ "opentelemetry-proto",
+ "opentelemetry-semantic-conventions 0.13.0",
+ "opentelemetry_sdk 0.21.1",
  "prost",
  "thiserror",
  "tokio",
  "tonic",
- "tonic-build",
+]
+
+[[package]]
+name = "opentelemetry-proto"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2e155ce5cc812ea3d1dffbd1539aed653de4bf4882d60e6e04dcf0901d674e1"
+dependencies = [
+ "opentelemetry 0.21.0",
+ "opentelemetry_sdk 0.21.1",
+ "prost",
+ "tonic",
 ]
 
 [[package]]
@@ -3597,14 +3616,23 @@ dependencies = [
  "opentelemetry 0.18.0",
 ]
 
+[[package]]
+name = "opentelemetry-semantic-conventions"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5774f1ef1f982ef2a447f6ee04ec383981a3ab99c8e77a1a7b30182e65bbc84"
+dependencies = [
+ "opentelemetry 0.21.0",
+]
+
 [[package]]
 name = "opentelemetry-system-metrics"
-version = "0.1.2"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d425a3381784debcefe6c609c031b8f99ff1e56cb11ee783016970999f30c565"
+checksum = "20d6062d22c272dc2e46cf4335c98ec6a1e05cb2e0fdb90808e9114ff0969a70"
 dependencies = [
  "indexmap 1.9.3",
- "opentelemetry 0.17.0",
+ "opentelemetry 0.21.0",
  "sysinfo",
 ]
 
@@ -3632,7 +3660,7 @@ checksum = "1ca41c4933371b61c2a2f214bf16931499af4ec90543604ec828f7a625c09113"
 dependencies = [
  "async-trait",
  "crossbeam-channel",
- "dashmap 5.5.3",
+ "dashmap",
  "fnv",
  "futures-channel",
  "futures-executor",
@@ -3646,6 +3674,28 @@ dependencies = [
  "tokio-stream",
 ]
 
+[[package]]
+name = "opentelemetry_sdk"
+version = "0.21.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "968ba3f2ca03e90e5187f5e4f46c791ef7f2c163ae87789c8ce5f5ca3b7b7de5"
+dependencies = [
+ "async-trait",
+ "crossbeam-channel",
+ "futures-channel",
+ "futures-executor",
+ "futures-util",
+ "glob",
+ "once_cell",
+ "opentelemetry 0.21.0",
+ "ordered-float 4.1.1",
+ "percent-encoding",
+ "rand",
+ "thiserror",
+ "tokio",
+ "tokio-stream",
+]
+
 [[package]]
 name = "option-ext"
 version = "0.2.0"
@@ -3670,6 +3720,15 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "ordered-float"
+version = "4.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "536900a8093134cf9ccf00a27deb3532421099e958d9dd431135d0c7543ca1e8"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "os_str_bytes"
 version = "6.5.1"
@@ -4043,39 +4102,19 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.9.0"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "444879275cb4fd84958b1a1d5420d15e6fcf7c235fe47f053c9c2a80aceb6001"
+checksum = "0b82eaa1d779e9a4bc1c3217db8ffbeabaae1dca241bf70183242128d48681cd"
 dependencies = [
  "bytes",
  "prost-derive",
 ]
 
-[[package]]
-name = "prost-build"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62941722fb675d463659e49c4f3fe1fe792ff24fe5bbaa9c08cd3b98a1c354f5"
-dependencies = [
- "bytes",
- "heck 0.3.3",
- "itertools",
- "lazy_static",
- "log",
- "multimap",
- "petgraph",
- "prost",
- "prost-types",
- "regex",
- "tempfile",
- "which",
-]
-
 [[package]]
 name = "prost-derive"
-version = "0.9.0"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9cc1a3263e07e0bf68e96268f37665207b49560d98739662cdfaae215c720fe"
+checksum = "e5d2d8d10f3c6ded6da8b05b5fb3b8a5082514344d56c9f871412d29b4e075b4"
 dependencies = [
  "anyhow",
  "itertools",
@@ -4084,16 +4123,6 @@ dependencies = [
  "syn 1.0.109",
 ]
 
-[[package]]
-name = "prost-types"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "534b7a0e836e3c482d2693070f982e39e7611da9695d4d1f5a4b186b51faef0a"
-dependencies = [
- "bytes",
- "prost",
-]
-
 [[package]]
 name = "pyo3"
 version = "0.20.0"
@@ -4675,6 +4704,12 @@ dependencies = [
  "untrusted",
 ]
 
+[[package]]
+name = "rustversion"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ffc183a10b4478d04cbbbfc96d0873219d962dd5accaff2ffbd4ceb7df837f4"
+
 [[package]]
 name = "ryu"
 version = "1.0.15"
@@ -5171,6 +5206,12 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "sync_wrapper"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160"
+
 [[package]]
 name = "syntect"
 version = "5.1.0"
@@ -5204,9 +5245,9 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.26.9"
+version = "0.29.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c18a6156d1f27a9592ee18c1a846ca8dd5c258b7179fc193ae87c74ebb666f5"
+checksum = "0a18d114d420ada3a891e6bc8e96a2023402203296a47cdd65083377dad18ba5"
 dependencies = [
  "cfg-if 1.0.0",
  "core-foundation-sys",
@@ -5250,19 +5291,6 @@ version = "0.12.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9d0e916b1148c8e263850e1ebcbd046f333e0683c724876bb0da63ea4373dc8a"
 
-[[package]]
-name = "tempfile"
-version = "3.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb94d2f3cc536af71caac6b6fcebf65860b347e7ce0cc9ebe8f70d3e521054ef"
-dependencies = [
- "cfg-if 1.0.0",
- "fastrand 2.0.1",
- "redox_syscall 0.3.5",
- "rustix 0.38.20",
- "windows-sys 0.48.0",
-]
-
 [[package]]
 name = "termcolor"
 version = "1.3.0"
@@ -5443,20 +5471,6 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "tokio-util"
-version = "0.6.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36943ee01a6d67977dd3f84a5a1d2efeb4ada3a1ae771cadfaa535d9d9fc6507"
-dependencies = [
- "bytes",
- "futures-core",
- "futures-sink",
- "log",
- "pin-project-lite",
- "tokio",
-]
-
 [[package]]
 name = "tokio-util"
 version = "0.7.9"
@@ -5473,13 +5487,13 @@ dependencies = [
 
 [[package]]
 name = "tonic"
-version = "0.6.2"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff08f4649d10a70ffa3522ca559031285d8e421d727ac85c60825761818f5d0a"
+checksum = "3082666a3a6433f7f511c7192923fa1fe07c69332d3c6a2e6bb040b569199d5a"
 dependencies = [
- "async-stream",
  "async-trait",
- "base64 0.13.1",
+ "axum",
+ "base64 0.21.4",
  "bytes",
  "futures-core",
  "futures-util",
@@ -5491,27 +5505,12 @@ dependencies = [
  "percent-encoding",
  "pin-project",
  "prost",
- "prost-derive",
  "tokio",
  "tokio-stream",
- "tokio-util 0.6.10",
  "tower",
  "tower-layer",
  "tower-service",
  "tracing",
- "tracing-futures",
-]
-
-[[package]]
-name = "tonic-build"
-version = "0.6.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9403f1bafde247186684b230dc6f38b5cd514584e8bec1dd32514be4745fa757"
-dependencies = [
- "proc-macro2",
- "prost-build",
- "quote",
- "syn 1.0.109",
 ]
 
 [[package]]
@@ -5528,7 +5527,7 @@ dependencies = [
  "rand",
  "slab",
  "tokio",
- "tokio-util 0.7.9",
+ "tokio-util",
  "tower-layer",
  "tower-service",
  "tracing",
@@ -5553,7 +5552,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ce8c33a8d48bd45d624a6e523445fd21ec13d3653cd51f681abf67418f54eb8"
 dependencies = [
  "cfg-if 1.0.0",
- "log",
  "pin-project-lite",
  "tracing-attributes",
  "tracing-core",
@@ -5580,16 +5578,6 @@ dependencies = [
  "valuable",
 ]
 
-[[package]]
-name = "tracing-futures"
-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97d095ae15e245a057c8e8451bab9b3ee1e1f68e9ba2b4fbc18d0ac5237835f2"
-dependencies = [
- "pin-project",
- "tracing",
-]
-
 [[package]]
 name = "tracing-log"
 version = "0.1.3"
@@ -5754,6 +5742,12 @@ dependencies = [
  "percent-encoding",
 ]
 
+[[package]]
+name = "urlencoding"
+version = "2.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "daf8dba3b7eb870caf1ddeed7bc9d2a049f3cfdfae7cb521b087cc33ae4c49da"
+
 [[package]]
 name = "utf8parse"
 version = "0.2.1"
diff --git a/binaries/runtime/Cargo.toml b/binaries/runtime/Cargo.toml
index 90f9ff01..a76b2662 100644
--- a/binaries/runtime/Cargo.toml
+++ b/binaries/runtime/Cargo.toml
@@ -15,11 +15,8 @@ dora-operator-api-types = { workspace = true }
 dora-core = { workspace = true }
 dora-tracing = { workspace = true, optional = true }
 dora-metrics = { workspace = true, optional = true }
-opentelemetry = { version = "0.18.0", features = [
-    "rt-tokio",
-    "metrics",
-], optional = true }
-opentelemetry-system-metrics = { version = "0.1.1", optional = true }
+opentelemetry = { version = "0.21.0", features = ["metrics"], optional = true }
+opentelemetry-system-metrics = { version = "0.1.5", optional = true }
 eyre = "0.6.8"
 futures = "0.3.21"
 futures-concurrency = "7.1.0"
@@ -41,7 +38,7 @@ arrow = { workspace = true, features = ["ffi"] }
 aligned-vec = "0.5.0"
 
 [features]
-default = ["tracing"]
+default = ["tracing", "metrics"]
 tracing = ["dora-tracing"]
 telemetry = ["tracing", "opentelemetry", "tracing-opentelemetry"]
 metrics = ["opentelemetry", "opentelemetry-system-metrics", "dora-metrics"]
diff --git a/binaries/runtime/src/lib.rs b/binaries/runtime/src/lib.rs
index 37ecdc1b..5f91b82b 100644
--- a/binaries/runtime/src/lib.rs
+++ b/binaries/runtime/src/lib.rs
@@ -14,6 +14,7 @@ use operator::{run_operator, OperatorEvent, StopReason};
 #[cfg(feature = "tracing")]
 use dora_tracing::set_up_tracing;
 use std::{
+    borrow::Cow,
     collections::{BTreeMap, BTreeSet, HashMap},
     mem,
 };
@@ -123,12 +124,14 @@ async fn run(
 ) -> eyre::Result<()> {
     #[cfg(feature = "metrics")]
     let _started = {
-        use dora_metrics::init_meter;
+        use dora_metrics::init_metrics;
         use opentelemetry::global;
         use opentelemetry_system_metrics::init_process_observer;
 
-        let _started = init_meter();
-        let meter = global::meter(Box::leak(node.id().to_string().into_boxed_str()));
+        let _started = init_metrics().context("Could not create opentelemetry meter")?;
+        let meter = global::meter(Cow::Borrowed(Box::leak(
+            config.node_id.to_string().into_boxed_str(),
+        )));
         init_process_observer(meter);
         _started
     };
diff --git a/libraries/extensions/telemetry/metrics/Cargo.toml b/libraries/extensions/telemetry/metrics/Cargo.toml
index f673136a..4664da67 100644
--- a/libraries/extensions/telemetry/metrics/Cargo.toml
+++ b/libraries/extensions/telemetry/metrics/Cargo.toml
@@ -10,7 +10,7 @@ license.workspace = true
 
 [dependencies]
 futures = "0.3.21"
-opentelemetry = { version = "0.17", features = ["rt-tokio", "metrics"] }
-opentelemetry-otlp = { version = "0.10", features = ["tonic", "metrics"] }
-opentelemetry-system-metrics = "0.1.1"
+opentelemetry = { version = "0.21", features = ["metrics"] }
+opentelemetry-otlp = { version = "0.14.0", features = ["tonic", "metrics"] }
 tokio = { version = "1.24.2", features = ["full"] }
+opentelemetry_sdk = { version = "0.21.0", features = ["rt-tokio", "metrics"] }
diff --git a/libraries/extensions/telemetry/metrics/src/lib.rs b/libraries/extensions/telemetry/metrics/src/lib.rs
index 88c63b80..e3c3791c 100644
--- a/libraries/extensions/telemetry/metrics/src/lib.rs
+++ b/libraries/extensions/telemetry/metrics/src/lib.rs
@@ -10,33 +10,29 @@
 //! [`sysinfo`]: https://github.com/GuillaumeGomez/sysinfo
 //! [`opentelemetry-rust`]: https://github.com/open-telemetry/opentelemetry-rust
 
-use futures::stream::Stream;
-use futures::StreamExt;
-use opentelemetry::sdk::metrics::{selectors, PushController};
-use opentelemetry_otlp::{ExportConfig, WithExportConfig};
-use std::time::Duration;
-
-// Skip first immediate tick from tokio, not needed for async_std.
-fn delayed_interval(duration: Duration) -> impl Stream<Item = tokio::time::Instant> {
-    opentelemetry::util::tokio_interval_stream(duration).skip(1)
-}
+use opentelemetry::metrics::{self};
+use opentelemetry_sdk::{metrics::MeterProvider, runtime};
 
+use opentelemetry_otlp::{ExportConfig, WithExportConfig};
 /// Init opentelemetry meter
 ///
 /// Use the default Opentelemetry exporter with default config
 /// TODO: Make Opentelemetry configurable
 ///
-pub fn init_meter() -> PushController {
-    let export_config = ExportConfig::default();
+pub fn init_metrics() -> metrics::Result<MeterProvider> {
+    let endpoint = std::env::var("OTEL_EXPORTER_OTLP_METRICS_ENDPOINT")
+        .unwrap_or_else(|_| "http://localhost:4317".to_string());
+    let export_config = ExportConfig {
+        endpoint,
+        ..ExportConfig::default()
+    };
 
     opentelemetry_otlp::new_pipeline()
-        .metrics(tokio::spawn, delayed_interval)
+        .metrics(runtime::Tokio)
         .with_exporter(
             opentelemetry_otlp::new_exporter()
                 .tonic()
                 .with_export_config(export_config),
         )
-        .with_aggregator_selector(selectors::simple::Selector::Exact)
         .build()
-        .unwrap()
 }