diff --git a/app/assets/javascripts/monitoring/components/graph.vue b/app/assets/javascripts/monitoring/components/graph.vue
index cdae287658b..3e2c40a2546 100644
--- a/app/assets/javascripts/monitoring/components/graph.vue
+++ b/app/assets/javascripts/monitoring/components/graph.vue
@@ -1,5 +1,13 @@
 <script>
-  import d3 from 'd3';
+  import {
+    scaleLinear as d3ScaleLinear,
+    scaleTime as d3ScaleTime,
+    axisLeft as d3AxisLeft,
+    axisBottom as d3AxisBottom,
+    max as d3Max,
+    extent as d3Extent,
+    select as d3Select,
+    } from 'd3';
   import GraphLegend from './graph/legend.vue';
   import GraphFlag from './graph/flag.vue';
   import GraphDeployment from './graph/deployment.vue';
@@ -7,7 +15,7 @@
   import MonitoringMixin from '../mixins/monitoring_mixins';
   import eventHub from '../event_hub';
   import measurements from '../utils/measurements';
-  import { timeScaleFormat, bisectDate } from '../utils/date_time_formatters';
+  import { bisectDate } from '../utils/date_time_formatters';
   import createTimeSeries from '../utils/multiple_time_series';
   import bp from '../../breakpoints';
 
@@ -156,34 +164,30 @@
           this.baseGraphHeight = this.baseGraphHeight += (this.timeSeries.length - 3) * 20;
         }
 
-        const axisXScale = d3.time.scale()
+        const axisXScale = d3ScaleTime()
           .range([0, this.graphWidth - 70]);
-        const axisYScale = d3.scale.linear()
+        const axisYScale = d3ScaleLinear()
           .range([this.graphHeight - this.graphHeightOffset, 0]);
 
         const allValues = this.timeSeries.reduce((all, { values }) => all.concat(values), []);
-        axisXScale.domain(d3.extent(allValues, d => d.time));
-        axisYScale.domain([0, d3.max(allValues.map(d => d.value))]);
+        axisXScale.domain(d3Extent(allValues, d => d.time));
+        axisYScale.domain([0, d3Max(allValues.map(d => d.value))]);
 
-        const xAxis = d3.svg.axis()
-          .scale(axisXScale)
-          .ticks(d3.time.minute, 60)
-          .tickFormat(timeScaleFormat)
-          .orient('bottom');
+        const xAxis = d3AxisBottom()
+          .scale(axisXScale);
 
-        const yAxis = d3.svg.axis()
+        const yAxis = d3AxisLeft()
           .scale(axisYScale)
-          .ticks(measurements.yTicks)
-          .orient('left');
+          .ticks(measurements.yTicks);
 
-        d3.select(this.$refs.baseSvg).select('.x-axis').call(xAxis);
+        d3Select(this.$refs.baseSvg).select('.x-axis').call(xAxis);
 
         const width = this.graphWidth;
-        d3.select(this.$refs.baseSvg).select('.y-axis').call(yAxis)
+        d3Select(this.$refs.baseSvg).select('.y-axis').call(yAxis)
           .selectAll('.tick')
           .each(function createTickLines(d, i) {
             if (i > 0) {
-              d3.select(this).select('line')
+              d3Select(this).select('line')
                 .attr('x2', width)
                 .attr('class', 'axis-tick');
             } // Avoid adding the class to the first tick, to prevent coloring
diff --git a/app/assets/javascripts/monitoring/utils/date_time_formatters.js b/app/assets/javascripts/monitoring/utils/date_time_formatters.js
index ad07a8465e2..111b5f3b6f1 100644
--- a/app/assets/javascripts/monitoring/utils/date_time_formatters.js
+++ b/app/assets/javascripts/monitoring/utils/date_time_formatters.js
@@ -1,17 +1,8 @@
-import d3 from 'd3';
+import {
+  timeFormat as d3TimeFormat,
+  bisector } from 'd3';
 
-export const dateFormat = d3.time.format('%b %-d, %Y');
-export const dateFormatWithName = d3.time.format('%a, %b %-d');
-export const timeFormat = d3.time.format('%-I:%M%p');
-export const bisectDate = d3.bisector(d => d.time).left;
-
-export const timeScaleFormat = d3.time.format.multi([
-  ['.%L', d => d.getMilliseconds()],
-  [':%S', d => d.getSeconds()],
-  ['%-I:%M', d => d.getMinutes()],
-  ['%-I %p', d => d.getHours()],
-  ['%a %-d', d => d.getDay() && d.getDate() !== 1],
-  ['%b %-d', d => d.getDate() !== 1],
-  ['%B', d => d.getMonth()],
-  ['%Y', () => true],
-]);
+export const dateFormat = d3TimeFormat('%b %-d, %Y');
+export const timeFormat = d3TimeFormat('%-I:%M%p');
+export const dateFormatWithName = d3TimeFormat('%a, %b %-d');
+export const bisectDate = bisector(d => d.time).left;
diff --git a/app/assets/javascripts/monitoring/utils/multiple_time_series.js b/app/assets/javascripts/monitoring/utils/multiple_time_series.js
index d21a265bd43..ab0e8d5f366 100644
--- a/app/assets/javascripts/monitoring/utils/multiple_time_series.js
+++ b/app/assets/javascripts/monitoring/utils/multiple_time_series.js
@@ -1,4 +1,13 @@
-import d3 from 'd3';
+import {
+  scaleLinear as d3ScaleLinear,
+  scaleTime as d3ScaleTime,
+  line as d3Line,
+  area as d3Area,
+  extent as d3Extent,
+  max as d3Max,
+  timeMinute as d3TimeMinute,
+  curveLinear as d3CurveLinear,
+} from 'd3';
 import _ from 'underscore';
 
 const defaultColorPalette = {
@@ -38,27 +47,27 @@ function queryTimeSeries(query, graphWidth, graphHeight, graphHeightOffset, xDom
     let lineColor = '';
     let areaColor = '';
 
-    const timeSeriesScaleX = d3.time.scale()
+    const timeSeriesScaleX = d3ScaleTime()
       .range([0, graphWidth - 70]);
 
-    const timeSeriesScaleY = d3.scale.linear()
+    const timeSeriesScaleY = d3ScaleLinear()
       .range([graphHeight - graphHeightOffset, 0]);
 
     timeSeriesScaleX.domain(xDom);
-    timeSeriesScaleX.ticks(d3.time.minute, 60);
+    timeSeriesScaleX.ticks(d3TimeMinute, 60);
     timeSeriesScaleY.domain(yDom);
 
     const defined = d => !isNaN(d.value) && d.value != null;
 
-    const lineFunction = d3.svg.line()
+    const lineFunction = d3Line()
       .defined(defined)
-      .interpolate('linear')
+      .curve(d3CurveLinear) // d3 v4 uses curbe instead of interpolate
       .x(d => timeSeriesScaleX(d.time))
       .y(d => timeSeriesScaleY(d.value));
 
-    const areaFunction = d3.svg.area()
+    const areaFunction = d3Area()
       .defined(defined)
-      .interpolate('linear')
+      .curve(d3CurveLinear)
       .x(d => timeSeriesScaleX(d.time))
       .y0(graphHeight - graphHeightOffset)
       .y1(d => timeSeriesScaleY(d.value));
@@ -97,8 +106,8 @@ export default function createTimeSeries(queries, graphWidth, graphHeight, graph
     query.result.reduce((allResults, result) => allResults.concat(result.values), []),
   ), []);
 
-  const xDom = d3.extent(allValues, d => d.time);
-  const yDom = [0, d3.max(allValues.map(d => d.value))];
+  const xDom = d3Extent(allValues, d => d.time);
+  const yDom = [0, d3Max(allValues.map(d => d.value))];
 
   return queries.reduce((series, query, index) => {
     const lineStyle = defaultStyleOrder[index % defaultStyleOrder.length];
diff --git a/package.json b/package.json
index 9e816e007ee..b3a210f087d 100644
--- a/package.json
+++ b/package.json
@@ -32,7 +32,7 @@
     "core-js": "^2.4.1",
     "cropper": "^2.3.0",
     "css-loader": "^0.28.0",
-    "d3": "^3.5.11",
+    "d3": "^4.12.0",
     "deckar01-task_list": "^2.0.0",
     "diff": "^3.4.0",
     "document-register-element": "1.3.0",
diff --git a/yarn.lock b/yarn.lock
index c4d1bd3c682..8f71b3abe6d 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1378,6 +1378,10 @@ combined-stream@^1.0.5, combined-stream@~1.0.5:
   dependencies:
     delayed-stream "~1.0.0"
 
+commander@2:
+  version "2.11.0"
+  resolved "https://registry.yarnpkg.com/commander/-/commander-2.11.0.tgz#157152fd1e7a6c8d98a5b715cf376df928004563"
+
 commander@^2.9.0:
   version "2.9.0"
   resolved "https://registry.yarnpkg.com/commander/-/commander-2.9.0.tgz#9c99094176e12240cb22d6c5146098400fe0f7d4"
@@ -1704,13 +1708,219 @@ custom-event@~1.0.0:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/custom-event/-/custom-event-1.0.1.tgz#5d02a46850adf1b4a317946a3928fccb5bfd0425"
 
+d3-array@1, d3-array@1.2.1, d3-array@^1.2.0:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-1.2.1.tgz#d1ca33de2f6ac31efadb8e050a021d7e2396d5dc"
+
+d3-axis@1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/d3-axis/-/d3-axis-1.0.8.tgz#31a705a0b535e65759de14173a31933137f18efa"
+
+d3-brush@1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/d3-brush/-/d3-brush-1.0.4.tgz#00c2f238019f24f6c0a194a26d41a1530ffe7bc4"
+  dependencies:
+    d3-dispatch "1"
+    d3-drag "1"
+    d3-interpolate "1"
+    d3-selection "1"
+    d3-transition "1"
+
+d3-chord@1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/d3-chord/-/d3-chord-1.0.4.tgz#7dec4f0ba886f713fe111c45f763414f6f74ca2c"
+  dependencies:
+    d3-array "1"
+    d3-path "1"
+
+d3-collection@1, d3-collection@1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/d3-collection/-/d3-collection-1.0.4.tgz#342dfd12837c90974f33f1cc0a785aea570dcdc2"
+
+d3-color@1, d3-color@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/d3-color/-/d3-color-1.0.3.tgz#bc7643fca8e53a8347e2fbdaffa236796b58509b"
+
+d3-dispatch@1, d3-dispatch@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/d3-dispatch/-/d3-dispatch-1.0.3.tgz#46e1491eaa9b58c358fce5be4e8bed626e7871f8"
+
+d3-drag@1, d3-drag@1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/d3-drag/-/d3-drag-1.2.1.tgz#df8dd4c502fb490fc7462046a8ad98a5c479282d"
+  dependencies:
+    d3-dispatch "1"
+    d3-selection "1"
+
+d3-dsv@1, d3-dsv@1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/d3-dsv/-/d3-dsv-1.0.8.tgz#907e240d57b386618dc56468bacfe76bf19764ae"
+  dependencies:
+    commander "2"
+    iconv-lite "0.4"
+    rw "1"
+
+d3-ease@1, d3-ease@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/d3-ease/-/d3-ease-1.0.3.tgz#68bfbc349338a380c44d8acc4fbc3304aa2d8c0e"
+
+d3-force@1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/d3-force/-/d3-force-1.1.0.tgz#cebf3c694f1078fcc3d4daf8e567b2fbd70d4ea3"
+  dependencies:
+    d3-collection "1"
+    d3-dispatch "1"
+    d3-quadtree "1"
+    d3-timer "1"
+
+d3-format@1, d3-format@1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/d3-format/-/d3-format-1.2.1.tgz#4e19ecdb081a341dafaf5f555ee956bcfdbf167f"
+
+d3-geo@1.9.0:
+  version "1.9.0"
+  resolved "https://registry.yarnpkg.com/d3-geo/-/d3-geo-1.9.0.tgz#15c7d7a8ea9346e59ed150dc7b1f7f95479056e9"
+  dependencies:
+    d3-array "1"
+
+d3-hierarchy@1.1.5:
+  version "1.1.5"
+  resolved "https://registry.yarnpkg.com/d3-hierarchy/-/d3-hierarchy-1.1.5.tgz#a1c845c42f84a206bcf1c01c01098ea4ddaa7a26"
+
+d3-interpolate@1, d3-interpolate@1.1.6:
+  version "1.1.6"
+  resolved "https://registry.yarnpkg.com/d3-interpolate/-/d3-interpolate-1.1.6.tgz#2cf395ae2381804df08aa1bf766b7f97b5f68fb6"
+  dependencies:
+    d3-color "1"
+
+d3-path@1, d3-path@1.0.5:
+  version "1.0.5"
+  resolved "https://registry.yarnpkg.com/d3-path/-/d3-path-1.0.5.tgz#241eb1849bd9e9e8021c0d0a799f8a0e8e441764"
+
+d3-polygon@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/d3-polygon/-/d3-polygon-1.0.3.tgz#16888e9026460933f2b179652ad378224d382c62"
+
+d3-quadtree@1, d3-quadtree@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/d3-quadtree/-/d3-quadtree-1.0.3.tgz#ac7987e3e23fe805a990f28e1b50d38fcb822438"
+
+d3-queue@3.0.7:
+  version "3.0.7"
+  resolved "https://registry.yarnpkg.com/d3-queue/-/d3-queue-3.0.7.tgz#c93a2e54b417c0959129d7d73f6cf7d4292e7618"
+
+d3-random@1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/d3-random/-/d3-random-1.1.0.tgz#6642e506c6fa3a648595d2b2469788a8d12529d3"
+
+d3-request@1.0.6:
+  version "1.0.6"
+  resolved "https://registry.yarnpkg.com/d3-request/-/d3-request-1.0.6.tgz#a1044a9ef4ec28c824171c9379fae6d79474b19f"
+  dependencies:
+    d3-collection "1"
+    d3-dispatch "1"
+    d3-dsv "1"
+    xmlhttprequest "1"
+
+d3-scale@1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/d3-scale/-/d3-scale-1.0.7.tgz#fa90324b3ea8a776422bd0472afab0b252a0945d"
+  dependencies:
+    d3-array "^1.2.0"
+    d3-collection "1"
+    d3-color "1"
+    d3-format "1"
+    d3-interpolate "1"
+    d3-time "1"
+    d3-time-format "2"
+
+d3-selection@1, d3-selection@1.2.0, d3-selection@^1.1.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/d3-selection/-/d3-selection-1.2.0.tgz#1b8ec1c7cedadfb691f2ba20a4a3cfbeb71bbc88"
+
+d3-shape@1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/d3-shape/-/d3-shape-1.2.0.tgz#45d01538f064bafd05ea3d6d2cb748fd8c41f777"
+  dependencies:
+    d3-path "1"
+
+d3-time-format@2, d3-time-format@2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/d3-time-format/-/d3-time-format-2.1.1.tgz#85b7cdfbc9ffca187f14d3c456ffda268081bb31"
+  dependencies:
+    d3-time "1"
+
+d3-time@1, d3-time@1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/d3-time/-/d3-time-1.0.8.tgz#dbd2d6007bf416fe67a76d17947b784bffea1e84"
+
+d3-timer@1, d3-timer@1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/d3-timer/-/d3-timer-1.0.7.tgz#df9650ca587f6c96607ff4e60cc38229e8dd8531"
+
+d3-transition@1, d3-transition@1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/d3-transition/-/d3-transition-1.1.1.tgz#d8ef89c3b848735b060e54a39b32aaebaa421039"
+  dependencies:
+    d3-color "1"
+    d3-dispatch "1"
+    d3-ease "1"
+    d3-interpolate "1"
+    d3-selection "^1.1.0"
+    d3-timer "1"
+
+d3-voronoi@1.1.2:
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/d3-voronoi/-/d3-voronoi-1.1.2.tgz#1687667e8f13a2d158c80c1480c5a29cb0d8973c"
+
+d3-zoom@1.7.1:
+  version "1.7.1"
+  resolved "https://registry.yarnpkg.com/d3-zoom/-/d3-zoom-1.7.1.tgz#02f43b3c3e2db54f364582d7e4a236ccc5506b63"
+  dependencies:
+    d3-dispatch "1"
+    d3-drag "1"
+    d3-interpolate "1"
+    d3-selection "1"
+    d3-transition "1"
+
 d3@3.5.17:
   version "3.5.17"
   resolved "https://registry.yarnpkg.com/d3/-/d3-3.5.17.tgz#bc46748004378b21a360c9fc7cf5231790762fb8"
 
-d3@^3.5.11:
-  version "3.5.11"
-  resolved "https://registry.yarnpkg.com/d3/-/d3-3.5.11.tgz#d130750eed0554db70e8432102f920a12407b69c"
+d3@^4.12.0:
+  version "4.12.0"
+  resolved "https://registry.yarnpkg.com/d3/-/d3-4.12.0.tgz#75eccb39ea40f6018de8cfa2752905bee7daa46f"
+  dependencies:
+    d3-array "1.2.1"
+    d3-axis "1.0.8"
+    d3-brush "1.0.4"
+    d3-chord "1.0.4"
+    d3-collection "1.0.4"
+    d3-color "1.0.3"
+    d3-dispatch "1.0.3"
+    d3-drag "1.2.1"
+    d3-dsv "1.0.8"
+    d3-ease "1.0.3"
+    d3-force "1.1.0"
+    d3-format "1.2.1"
+    d3-geo "1.9.0"
+    d3-hierarchy "1.1.5"
+    d3-interpolate "1.1.6"
+    d3-path "1.0.5"
+    d3-polygon "1.0.3"
+    d3-quadtree "1.0.3"
+    d3-queue "3.0.7"
+    d3-random "1.1.0"
+    d3-request "1.0.6"
+    d3-scale "1.0.7"
+    d3-selection "1.2.0"
+    d3-shape "1.2.0"
+    d3-time "1.0.8"
+    d3-time-format "2.1.1"
+    d3-timer "1.0.7"
+    d3-transition "1.1.1"
+    d3-voronoi "1.1.2"
+    d3-zoom "1.7.1"
 
 d@1:
   version "1.0.0"
@@ -3132,6 +3342,10 @@ https-browserify@0.0.1:
   version "0.0.1"
   resolved "https://registry.yarnpkg.com/https-browserify/-/https-browserify-0.0.1.tgz#3f91365cabe60b77ed0ebba24b454e3e09d95a82"
 
+iconv-lite@0.4:
+  version "0.4.19"
+  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.19.tgz#f7468f60135f5e5dad3399c0a81be9a1603a082b"
+
 iconv-lite@0.4.15:
   version "0.4.15"
   resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.15.tgz#fe265a218ac6a57cfe854927e9d04c19825eddeb"
@@ -5522,6 +5736,10 @@ run-async@^0.1.0:
   dependencies:
     once "^1.3.0"
 
+rw@1:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/rw/-/rw-1.3.3.tgz#3f862dfa91ab766b14885ef4d01124bfda074fb4"
+
 rx-lite@^3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/rx-lite/-/rx-lite-3.1.2.tgz#19ce502ca572665f3b647b10939f97fd1615f102"
@@ -6671,6 +6889,10 @@ xmlhttprequest-ssl@1.5.3:
   version "1.5.3"
   resolved "https://registry.yarnpkg.com/xmlhttprequest-ssl/-/xmlhttprequest-ssl-1.5.3.tgz#185a888c04eca46c3e4070d99f7b49de3528992d"
 
+xmlhttprequest@1:
+  version "1.8.0"
+  resolved "https://registry.yarnpkg.com/xmlhttprequest/-/xmlhttprequest-1.8.0.tgz#67fe075c5c24fef39f9d65f5f7b7fe75171968fc"
+
 xtend@^4.0.0:
   version "4.0.1"
   resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.1.tgz#a5c6d532be656e23db820efb943a1f04998d63af"