diff --git a/Makefile b/Makefile
index 3b2516117023..7eb437c47533 100644
--- a/Makefile
+++ b/Makefile
@@ -19,6 +19,9 @@ endif
 juicefs: Makefile cmd/*.go pkg/*/*.go
 	go build -ldflags="$(LDFLAGS)"  -o juicefs ./cmd
 
+juicefs.ceph: Makefile cmd/*.go pkg/*/*.go
+	go build -tags ceph -ldflags="$(LDFLAGS)"  -o juicefs.ceph ./cmd
+
 .PHONY: snapshot release test
 snapshot:
 	docker run --rm --privileged \
diff --git a/go.mod b/go.mod
index d9e5005b1d3a..dda8f671be5d 100644
--- a/go.mod
+++ b/go.mod
@@ -5,6 +5,7 @@ go 1.13
 require (
 	github.com/DataDog/zstd v1.4.5
 	github.com/VividCortex/godaemon v0.0.0-20201215173923-eda977734e72
+	github.com/ceph/go-ceph v0.4.0
 	github.com/go-redis/redis/v8 v8.4.0
 	github.com/google/gops v0.3.13
 	github.com/google/uuid v1.1.1
diff --git a/go.sum b/go.sum
index b02572403936..ee2c055b773d 100644
--- a/go.sum
+++ b/go.sum
@@ -24,6 +24,8 @@ github.com/aws/aws-sdk-go v1.12.10/go.mod h1:ZRmQr0FajVIyZ4ZzBYKG5P3ZqPz9IHG41Zo
 github.com/baidubce/bce-sdk-go v0.0.0-20180401121131-aa0c7bd66b01 h1:pmQ6WjFOHtNL0IHsLB0r3fOyRQ6KK/CfZ9dDI7ugZnU=
 github.com/baidubce/bce-sdk-go v0.0.0-20180401121131-aa0c7bd66b01/go.mod h1:T3yEA2H7hXAlvniSEJRsPlDYlh8OEZZzH0zlIP/1JIY=
 github.com/baiyubin/aliyun-sts-go-sdk v0.0.0-20180326062324-cfa1a18b161f/go.mod h1:AuiFmCCPBSrqvVMvuqFuk0qogytodnVFVSN5CeJB8Gc=
+github.com/ceph/go-ceph v0.4.0 h1:KJsT6j1IbsEtui3ZtDcZO//uZ+IVBNT6KO7u9PuMovE=
+github.com/ceph/go-ceph v0.4.0/go.mod h1:wd+keAOqrcsN//20VQnHBGtnBnY0KHl0PA024Ng8HfQ=
 github.com/cespare/xxhash/v2 v2.1.1 h1:6MnRN8NT7+YBpUIWxHtefFZOKTAPgGjpQSxqLNn0+qY=
 github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
@@ -45,6 +47,7 @@ github.com/go-ini/ini v1.28.2/go.mod h1:ByCAeIL28uOIIG0E3PJtZPDL8WnHpFKFOtgjp+3I
 github.com/go-ole/go-ole v1.2.4/go.mod h1:XCwSNxSkXRo4vlyPy93sltvi/qJq0jqQhjqQNIwKuxM=
 github.com/go-redis/redis/v8 v8.4.0 h1:J5NCReIgh3QgUJu398hUncxDExN4gMOHI11NVbVicGQ=
 github.com/go-redis/redis/v8 v8.4.0/go.mod h1:A1tbYoHSa1fXwN+//ljcCYYJeLmVrwL9hbQN45Jdy0M=
+github.com/gofrs/uuid v3.2.0+incompatible/go.mod h1:b2aQJv3Z4Fp6yNu3cdSllBxTCLRxnplIgP/c0N/04lM=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
 github.com/golang/mock v1.2.0/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
@@ -221,6 +224,7 @@ golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200501145240-bc7a7d42d5c3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200515095857-1151b9dac4a9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200519105757-fe76b779f299/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f h1:+Nyd8tzPX9R7BWHguqsrbFdRx3WQ/1ib8I44HXV5yTA=
diff --git a/pkg/object/ceph.go b/pkg/object/ceph.go
new file mode 100644
index 000000000000..b75d2ab183ad
--- /dev/null
+++ b/pkg/object/ceph.go
@@ -0,0 +1,188 @@
+// +build ceph
+
+/*
+ * JuiceFS, Copyright (C) 2020 Juicedata, Inc.
+ *
+ * This program is free software: you can use, redistribute, and/or modify
+ * it under the terms of the GNU Affero General Public License, version 3
+ * or later ("AGPL"), as published by the Free Software Foundation.
+ *
+ * This program is distributed in the hope that it will be useful, but WITHOUT
+ * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+ * FITNESS FOR A PARTICULAR PURPOSE.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+package object
+
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"net/url"
+	"reflect"
+	"sync"
+
+	"github.com/ceph/go-ceph/rados"
+)
+
+type ceph struct {
+	name string
+	conn *rados.Conn
+	free chan *rados.IOContext
+}
+
+func (c *ceph) String() string {
+	return fmt.Sprintf("ceph://%s", c.name)
+}
+
+func (c *ceph) Create() error {
+	names, err := c.conn.ListPools()
+	if err != nil {
+		return err
+	}
+	for _, name := range names {
+		if name == c.name {
+			return nil
+		}
+	}
+	return c.conn.MakePool(c.name)
+}
+
+func (c *ceph) newContext() (*rados.IOContext, error) {
+	select {
+	case ctx := <-c.free:
+		return ctx, nil
+	default:
+		return c.conn.OpenIOContext(c.name)
+	}
+}
+
+func (c *ceph) release(ctx *rados.IOContext) {
+	select {
+	case c.free <- ctx:
+	default:
+		ctx.Destroy()
+	}
+}
+
+func (c *ceph) do(f func(ctx *rados.IOContext) error) (err error) {
+	ctx, err := c.newContext()
+	if err != nil {
+		return err
+	}
+	err = f(ctx)
+	if err != nil {
+		ctx.Destroy()
+	} else {
+		c.release(ctx)
+	}
+	return
+}
+
+type cephReader struct {
+	c     *ceph
+	ctx   *rados.IOContext
+	key   string
+	off   int64
+	limit int64
+}
+
+func (r *cephReader) Read(buf []byte) (n int, err error) {
+	if r.limit > 0 && int64(len(buf)) > r.limit {
+		buf = buf[:r.limit]
+	}
+	n, err = r.ctx.Read(r.key, buf, uint64(r.off))
+	r.off += int64(n)
+	if r.limit > 0 {
+		r.limit -= int64(n)
+	}
+	if err == nil && n < len(buf) {
+		err = io.EOF
+	}
+	return
+}
+
+func (r *cephReader) Close() error {
+	if r.ctx != nil {
+		r.c.release(r.ctx)
+		r.ctx = nil
+	}
+	return nil
+}
+
+func (c *ceph) Get(key string, off, limit int64) (io.ReadCloser, error) {
+	ctx, err := c.newContext()
+	if err != nil {
+		return nil, err
+	}
+	return &cephReader{c, ctx, key, off, limit}, nil
+}
+
+var cephPool = sync.Pool{
+	New: func() interface{} {
+		return make([]byte, 1<<20)
+	},
+}
+
+func (c *ceph) Put(key string, in io.Reader) error {
+	return c.do(func(ctx *rados.IOContext) error {
+		if b, ok := in.(*bytes.Reader); ok {
+			v := reflect.ValueOf(b)
+			data := v.Elem().Field(0).Bytes()
+			return ctx.WriteFull(key, data)
+		}
+		buf := cephPool.Get().([]byte)
+		defer cephPool.Put(buf)
+		var off uint64
+		for {
+			n, err := in.Read(buf)
+			if n > 0 {
+				if err = ctx.Write(key, buf[:n], off); err != nil {
+					return err
+				}
+				off += uint64(n)
+			} else {
+				if err == io.EOF {
+					return nil
+				}
+				return err
+			}
+		}
+	})
+}
+
+func (c *ceph) Delete(key string) error {
+	return c.do(func(ctx *rados.IOContext) error {
+		return ctx.Delete(key)
+	})
+}
+
+func newCeph(endpoint, cluster, user string) (ObjectStorage, error) {
+	uri, err := url.ParseRequestURI(endpoint)
+	if err != nil {
+		return nil, fmt.Errorf("Invalid endpoint %s: %s", endpoint, err)
+	}
+	name := uri.Host
+	conn, err := rados.NewConnWithClusterAndUser(cluster, user)
+	if err != nil {
+		return nil, fmt.Errorf("Can't create connection to cluster %s for user %s: %s", cluster, user, err)
+	}
+	if err := conn.ReadDefaultConfigFile(); err != nil {
+		logger.Fatalf("Can't read default config file: %s", err)
+	}
+	if err := conn.Connect(); err != nil {
+		return nil, fmt.Errorf("Can't connect to cluster %s: %s", cluster, err)
+	}
+	return &ceph{
+		name: name,
+		conn: conn,
+		free: make(chan *rados.IOContext, 50),
+	}, nil
+}
+
+func init() {
+	register("ceph", newCeph)
+}