diff --git a/test/cpp/qps/client.h b/test/cpp/qps/client.h
index 28cd32a1974..1c4f46328f9 100644
--- a/test/cpp/qps/client.h
+++ b/test/cpp/qps/client.h
@@ -41,6 +41,7 @@
 
 #include <condition_variable>
 #include <mutex>
+#include <grpc++/config.h>
 
 namespace grpc {
 
@@ -67,10 +68,12 @@ typedef std::chrono::time_point<grpc_time_source> grpc_time;
 class Client {
  public:
   explicit Client(const ClientConfig& config)
-      : timer_(new Timer), interarrival_timer_() {
+      : channels_(config.client_channels()),
+        timer_(new Timer),
+        interarrival_timer_() {
     for (int i = 0; i < config.client_channels(); i++) {
-      channels_.push_back(ClientChannelInfo(
-          config.server_targets(i % config.server_targets_size()), config));
+      channels_[i].init(config.server_targets(i % config.server_targets_size()),
+                        config);
     }
     request_.set_response_type(grpc::testing::PayloadType::COMPRESSABLE);
     request_.set_response_size(config.payload_size());
@@ -79,7 +82,8 @@ class Client {
 
   ClientStats Mark() {
     Histogram latencies;
-    std::vector<Histogram> to_merge(threads_.size());
+    // avoid std::vector for old compilers that expect a copy constructor
+    Histogram* to_merge = new Histogram[threads_.size()];
     for (size_t i = 0; i < threads_.size(); i++) {
       threads_[i]->BeginSwap(&to_merge[i]);
     }
@@ -89,6 +93,7 @@ class Client {
       threads_[i]->EndSwap();
       latencies.Merge(&to_merge[i]);
     }
+    delete[] to_merge;
 
     auto timer_result = timer->Mark();
 
@@ -106,9 +111,20 @@ class Client {
 
   class ClientChannelInfo {
    public:
-    ClientChannelInfo(const grpc::string& target, const ClientConfig& config)
-        : channel_(CreateTestChannel(target, config.enable_ssl())),
-          stub_(TestService::NewStub(channel_)) {}
+    ClientChannelInfo() {}
+    ClientChannelInfo(const ClientChannelInfo& i) {
+      // The copy constructor is to satisfy old compilers
+      // that need it for using std::vector . It is only ever
+      // used for empty entries
+      GPR_ASSERT(!i.channel_ && !i.stub_);
+    }
+    void init(const grpc::string& target, const ClientConfig& config) {
+      // We have to use a 2-phase init like this with a default
+      // constructor followed by an initializer function to make
+      // old compilers happy with using this in std::vector
+      channel_ = CreateTestChannel(target, config.enable_ssl());
+      stub_ = TestService::NewStub(channel_);
+    }
     ChannelInterface* get_channel() { return channel_.get(); }
     TestService::Stub* get_stub() { return stub_.get(); }
 
@@ -189,27 +205,9 @@ class Client {
     Thread(Client* client, size_t idx)
         : done_(false),
           new_(nullptr),
-          impl_([this, idx, client]() {
-            for (;;) {
-              // run the loop body
-              bool thread_still_ok = client->ThreadFunc(&histogram_, idx);
-              // lock, see if we're done
-              std::lock_guard<std::mutex> g(mu_);
-              if (!thread_still_ok) {
-                gpr_log(GPR_ERROR, "Finishing client thread due to RPC error");
-                done_ = true;
-              }
-              if (done_) {
-                return;
-              }
-              // check if we're marking, swap out the histogram if so
-              if (new_) {
-                new_->Swap(&histogram_);
-                new_ = nullptr;
-                cv_.notify_one();
-              }
-            }
-          }) {}
+          client_(client),
+          idx_(idx),
+          impl_(&Thread::ThreadFunc, this) {}
 
     ~Thread() {
       {
@@ -226,13 +224,37 @@ class Client {
 
     void EndSwap() {
       std::unique_lock<std::mutex> g(mu_);
-      cv_.wait(g, [this]() { return new_ == nullptr; });
+      while (new_ != nullptr) {
+        cv_.wait(g);
+      };
     }
 
    private:
     Thread(const Thread&);
     Thread& operator=(const Thread&);
 
+    void ThreadFunc() {
+      for (;;) {
+        // run the loop body
+        const bool thread_still_ok = client_->ThreadFunc(&histogram_, idx_);
+        // lock, see if we're done
+        std::lock_guard<std::mutex> g(mu_);
+        if (!thread_still_ok) {
+          gpr_log(GPR_ERROR, "Finishing client thread due to RPC error");
+          done_ = true;
+        }
+        if (done_) {
+          return;
+        }
+        // check if we're marking, swap out the histogram if so
+        if (new_) {
+          new_->Swap(&histogram_);
+          new_ = nullptr;
+          cv_.notify_one();
+        }
+      }
+    }
+
     TestService::Stub* stub_;
     ClientConfig config_;
     std::mutex mu_;
@@ -240,6 +262,8 @@ class Client {
     bool done_;
     Histogram* new_;
     Histogram histogram_;
+    Client* client_;
+    size_t idx_;
     std::thread impl_;
   };
 
diff --git a/test/cpp/qps/client_async.cc b/test/cpp/qps/client_async.cc
index e1e44f9ac0d..a337610cbf7 100644
--- a/test/cpp/qps/client_async.cc
+++ b/test/cpp/qps/client_async.cc
@@ -156,7 +156,7 @@ class AsyncClient : public Client {
       std::function<ClientRpcContext*(int, TestService::Stub*,
                                       const SimpleRequest&)> setup_ctx)
       : Client(config),
-        channel_lock_(config.client_channels()),
+        channel_lock_(new std::mutex[config.client_channels()]),
         contexts_(config.client_channels()),
         max_outstanding_per_channel_(config.outstanding_rpcs_per_channel()),
         channel_count_(config.client_channels()),
@@ -208,6 +208,7 @@ class AsyncClient : public Client {
         delete ctx;
       }
     }
+    delete[] channel_lock_;
   }
 
   bool ThreadFunc(Histogram* histogram,
@@ -316,23 +317,28 @@ class AsyncClient : public Client {
   }
 
  private:
-  class boolean { // exists only to avoid data-race on vector<bool>
+  class boolean {  // exists only to avoid data-race on vector<bool>
    public:
-    boolean(): val_(false) {}
-    boolean(bool b): val_(b) {}
-    operator bool() const {return val_;}
-    boolean& operator=(bool b) {val_=b; return *this;}
+    boolean() : val_(false) {}
+    boolean(bool b) : val_(b) {}
+    operator bool() const { return val_; }
+    boolean& operator=(bool b) {
+      val_ = b;
+      return *this;
+    }
+
    private:
     bool val_;
   };
   std::vector<std::unique_ptr<CompletionQueue>> cli_cqs_;
 
   std::vector<deadline_list> rpc_deadlines_;  // per thread deadlines
-  std::vector<int> next_channel_;      // per thread round-robin channel ctr
-  std::vector<boolean> issue_allowed_; // may this thread attempt to issue
-  std::vector<grpc_time> next_issue_;  // when should it issue?
+  std::vector<int> next_channel_;       // per thread round-robin channel ctr
+  std::vector<boolean> issue_allowed_;  // may this thread attempt to issue
+  std::vector<grpc_time> next_issue_;   // when should it issue?
 
-  std::vector<std::mutex> channel_lock_;
+  std::mutex*
+      channel_lock_;  // a vector, but avoid std::vector for old compilers
   std::vector<context_list> contexts_;  // per-channel list of idle contexts
   int max_outstanding_per_channel_;
   int channel_count_;
@@ -348,15 +354,17 @@ class AsyncUnaryClient GRPC_FINAL : public AsyncClient {
   ~AsyncUnaryClient() GRPC_OVERRIDE { EndThreads(); }
 
  private:
+  static void CheckDone(grpc::Status s, SimpleResponse* response) {}
+  static std::unique_ptr<grpc::ClientAsyncResponseReader<SimpleResponse>>
+  StartReq(TestService::Stub* stub, grpc::ClientContext* ctx,
+           const SimpleRequest& request, CompletionQueue* cq) {
+    return stub->AsyncUnaryCall(ctx, request, cq);
+  };
   static ClientRpcContext* SetupCtx(int channel_id, TestService::Stub* stub,
                                     const SimpleRequest& req) {
-    auto check_done = [](grpc::Status s, SimpleResponse* response) {};
-    auto start_req = [](TestService::Stub* stub, grpc::ClientContext* ctx,
-                        const SimpleRequest& request, CompletionQueue* cq) {
-      return stub->AsyncUnaryCall(ctx, request, cq);
-    };
     return new ClientRpcContextUnaryImpl<SimpleRequest, SimpleResponse>(
-        channel_id, stub, req, start_req, check_done);
+        channel_id, stub, req, AsyncUnaryClient::StartReq,
+        AsyncUnaryClient::CheckDone);
   }
 };
 
@@ -442,16 +450,19 @@ class AsyncStreamingClient GRPC_FINAL : public AsyncClient {
   ~AsyncStreamingClient() GRPC_OVERRIDE { EndThreads(); }
 
  private:
+  static void CheckDone(grpc::Status s, SimpleResponse* response) {}
+  static std::unique_ptr<
+      grpc::ClientAsyncReaderWriter<SimpleRequest, SimpleResponse>>
+  StartReq(TestService::Stub* stub, grpc::ClientContext* ctx,
+           CompletionQueue* cq, void* tag) {
+    auto stream = stub->AsyncStreamingCall(ctx, cq, tag);
+    return stream;
+  };
   static ClientRpcContext* SetupCtx(int channel_id, TestService::Stub* stub,
                                     const SimpleRequest& req) {
-    auto check_done = [](grpc::Status s, SimpleResponse* response) {};
-    auto start_req = [](TestService::Stub* stub, grpc::ClientContext* ctx,
-                        CompletionQueue* cq, void* tag) {
-      auto stream = stub->AsyncStreamingCall(ctx, cq, tag);
-      return stream;
-    };
     return new ClientRpcContextStreamingImpl<SimpleRequest, SimpleResponse>(
-        channel_id, stub, req, start_req, check_done);
+        channel_id, stub, req, AsyncStreamingClient::StartReq,
+        AsyncStreamingClient::CheckDone);
   }
 };
 
diff --git a/test/cpp/qps/client_sync.cc b/test/cpp/qps/client_sync.cc
index 718698bfe1d..db5416a707e 100644
--- a/test/cpp/qps/client_sync.cc
+++ b/test/cpp/qps/client_sync.cc
@@ -45,8 +45,9 @@
 #include <grpc/grpc.h>
 #include <grpc/support/alloc.h>
 #include <grpc/support/histogram.h>
-#include <grpc/support/log.h>
 #include <grpc/support/host_port.h>
+#include <grpc/support/log.h>
+#include <grpc/support/time.h>
 #include <gflags/gflags.h>
 #include <grpc++/client_context.h>
 #include <grpc++/server.h>
@@ -79,7 +80,9 @@ class SynchronousClient : public Client {
   void WaitToIssue(int thread_idx) {
     grpc_time next_time;
     if (NextIssueTime(thread_idx, &next_time)) {
-      std::this_thread::sleep_until(next_time);
+      gpr_timespec next_timespec;
+      TimepointHR2Timespec(next_time, &next_timespec);
+      gpr_sleep_until(next_timespec);
     }
   }
 
@@ -110,9 +113,10 @@ class SynchronousUnaryClient GRPC_FINAL : public SynchronousClient {
 class SynchronousStreamingClient GRPC_FINAL : public SynchronousClient {
  public:
   SynchronousStreamingClient(const ClientConfig& config)
-      : SynchronousClient(config),
-        context_(num_threads_),
-        stream_(num_threads_) {
+      : SynchronousClient(config) {
+    context_ = new grpc::ClientContext[num_threads_];
+    stream_ = new std::unique_ptr<
+        grpc::ClientReaderWriter<SimpleRequest, SimpleResponse>>[num_threads_];
     for (size_t thread_idx = 0; thread_idx < num_threads_; thread_idx++) {
       auto* stub = channels_[thread_idx % channels_.size()].get_stub();
       stream_[thread_idx] = stub->StreamingCall(&context_[thread_idx]);
@@ -121,12 +125,15 @@ class SynchronousStreamingClient GRPC_FINAL : public SynchronousClient {
   }
   ~SynchronousStreamingClient() {
     EndThreads();
-    for (auto stream = stream_.begin(); stream != stream_.end(); stream++) {
+    for (auto stream = &stream_[0]; stream != &stream_[num_threads_];
+         stream++) {
       if (*stream) {
         (*stream)->WritesDone();
         EXPECT_TRUE((*stream)->Finish().ok());
       }
     }
+    delete[] stream_;
+    delete[] context_;
   }
 
   bool ThreadFunc(Histogram* histogram, size_t thread_idx) GRPC_OVERRIDE {
@@ -141,9 +148,11 @@ class SynchronousStreamingClient GRPC_FINAL : public SynchronousClient {
   }
 
  private:
-  std::vector<grpc::ClientContext> context_;
-  std::vector<std::unique_ptr<
-      grpc::ClientReaderWriter<SimpleRequest, SimpleResponse>>> stream_;
+  // These are both conceptually std::vector but cannot be for old compilers
+  // that expect contained classes to support copy constructors
+  grpc::ClientContext* context_;
+  std::unique_ptr<grpc::ClientReaderWriter<SimpleRequest, SimpleResponse>>*
+      stream_;
 };
 
 std::unique_ptr<Client> CreateSynchronousUnaryClient(
diff --git a/test/cpp/qps/driver.cc b/test/cpp/qps/driver.cc
index a0360295e09..78e37209382 100644
--- a/test/cpp/qps/driver.cc
+++ b/test/cpp/qps/driver.cc
@@ -77,16 +77,34 @@ static deque<string> get_hosts(const string& name) {
   }
 }
 
+// Namespace for classes and functions used only in RunScenario
+// Using this rather than local definitions to workaround gcc-4.4 limitations
+// regarding using templates without linkage
+namespace runsc {
+
+// ClientContext allocator
+static ClientContext* AllocContext(list<ClientContext>* contexts) {
+  contexts->emplace_back();
+  return &contexts->back();
+}
+
+struct ServerData {
+  unique_ptr<Worker::Stub> stub;
+  unique_ptr<ClientReaderWriter<ServerArgs, ServerStatus>> stream;
+};
+
+struct ClientData {
+  unique_ptr<Worker::Stub> stub;
+  unique_ptr<ClientReaderWriter<ClientArgs, ClientStatus>> stream;
+};
+}  // namespace runsc
+
 std::unique_ptr<ScenarioResult> RunScenario(
     const ClientConfig& initial_client_config, size_t num_clients,
     const ServerConfig& server_config, size_t num_servers, int warmup_seconds,
     int benchmark_seconds, int spawn_local_worker_count) {
-  // ClientContext allocator (all are destroyed at scope exit)
+  // ClientContext allocations (all are destroyed at scope exit)
   list<ClientContext> contexts;
-  auto alloc_context = [&contexts]() {
-    contexts.emplace_back();
-    return &contexts.back();
-  };
 
   // To be added to the result, containing the final configuration used for
   // client and config (incluiding host, etc.)
@@ -131,23 +149,22 @@ std::unique_ptr<ScenarioResult> RunScenario(
   workers.resize(num_clients + num_servers);
 
   // Start servers
-  struct ServerData {
-    unique_ptr<Worker::Stub> stub;
-    unique_ptr<ClientReaderWriter<ServerArgs, ServerStatus>> stream;
-  };
-  vector<ServerData> servers;
+  using runsc::ServerData;
+  // servers is array rather than std::vector to avoid gcc-4.4 issues
+  // where class contained in std::vector must have a copy constructor
+  auto* servers = new ServerData[num_servers];
   for (size_t i = 0; i < num_servers; i++) {
-    ServerData sd;
-    sd.stub = std::move(Worker::NewStub(
+    servers[i].stub = std::move(Worker::NewStub(
         CreateChannel(workers[i], InsecureCredentials(), ChannelArguments())));
     ServerArgs args;
     result_server_config = server_config;
     result_server_config.set_host(workers[i]);
     *args.mutable_setup() = server_config;
-    sd.stream = std::move(sd.stub->RunServer(alloc_context()));
-    GPR_ASSERT(sd.stream->Write(args));
+    servers[i].stream =
+        std::move(servers[i].stub->RunServer(runsc::AllocContext(&contexts)));
+    GPR_ASSERT(servers[i].stream->Write(args));
     ServerStatus init_status;
-    GPR_ASSERT(sd.stream->Read(&init_status));
+    GPR_ASSERT(servers[i].stream->Read(&init_status));
     char* host;
     char* driver_port;
     char* cli_target;
@@ -157,30 +174,25 @@ std::unique_ptr<ScenarioResult> RunScenario(
     gpr_free(host);
     gpr_free(driver_port);
     gpr_free(cli_target);
-
-    servers.push_back(std::move(sd));
   }
 
   // Start clients
-  struct ClientData {
-    unique_ptr<Worker::Stub> stub;
-    unique_ptr<ClientReaderWriter<ClientArgs, ClientStatus>> stream;
-  };
-  vector<ClientData> clients;
+  using runsc::ClientData;
+  // clients is array rather than std::vector to avoid gcc-4.4 issues
+  // where class contained in std::vector must have a copy constructor
+  auto* clients = new ClientData[num_clients];
   for (size_t i = 0; i < num_clients; i++) {
-    ClientData cd;
-    cd.stub = std::move(Worker::NewStub(CreateChannel(
+    clients[i].stub = std::move(Worker::NewStub(CreateChannel(
         workers[i + num_servers], InsecureCredentials(), ChannelArguments())));
     ClientArgs args;
     result_client_config = client_config;
     result_client_config.set_host(workers[i + num_servers]);
     *args.mutable_setup() = client_config;
-    cd.stream = std::move(cd.stub->RunTest(alloc_context()));
-    GPR_ASSERT(cd.stream->Write(args));
+    clients[i].stream =
+        std::move(clients[i].stub->RunTest(runsc::AllocContext(&contexts)));
+    GPR_ASSERT(clients[i].stream->Write(args));
     ClientStatus init_status;
-    GPR_ASSERT(cd.stream->Read(&init_status));
-
-    clients.push_back(std::move(cd));
+    GPR_ASSERT(clients[i].stream->Read(&init_status));
   }
 
   // Let everything warmup
@@ -195,23 +207,25 @@ std::unique_ptr<ScenarioResult> RunScenario(
   server_mark.mutable_mark();
   ClientArgs client_mark;
   client_mark.mutable_mark();
-  for (auto server = servers.begin(); server != servers.end(); server++) {
+  for (auto server = &servers[0]; server != &servers[num_servers]; server++) {
     GPR_ASSERT(server->stream->Write(server_mark));
   }
-  for (auto client = clients.begin(); client != clients.end(); client++) {
+  for (auto client = &clients[0]; client != &clients[num_clients]; client++) {
     GPR_ASSERT(client->stream->Write(client_mark));
   }
   ServerStatus server_status;
   ClientStatus client_status;
-  for (auto server = servers.begin(); server != servers.end(); server++) {
+  for (auto server = &servers[0]; server != &servers[num_servers]; server++) {
     GPR_ASSERT(server->stream->Read(&server_status));
   }
-  for (auto client = clients.begin(); client != clients.end(); client++) {
+  for (auto client = &clients[0]; client != &clients[num_clients]; client++) {
     GPR_ASSERT(client->stream->Read(&client_status));
   }
 
   // Wait some time
   gpr_log(GPR_INFO, "Running");
+  // Use gpr_sleep_until rather than this_thread::sleep_until to support
+  // compilers that don't work with this_thread
   gpr_sleep_until(gpr_time_add(
       start, gpr_time_from_seconds(benchmark_seconds, GPR_TIMESPAN)));
 
@@ -220,34 +234,36 @@ std::unique_ptr<ScenarioResult> RunScenario(
   result->client_config = result_client_config;
   result->server_config = result_server_config;
   gpr_log(GPR_INFO, "Finishing");
-  for (auto server = servers.begin(); server != servers.end(); server++) {
+  for (auto server = &servers[0]; server != &servers[num_servers]; server++) {
     GPR_ASSERT(server->stream->Write(server_mark));
   }
-  for (auto client = clients.begin(); client != clients.end(); client++) {
+  for (auto client = &clients[0]; client != &clients[num_clients]; client++) {
     GPR_ASSERT(client->stream->Write(client_mark));
   }
-  for (auto server = servers.begin(); server != servers.end(); server++) {
+  for (auto server = &servers[0]; server != &servers[num_servers]; server++) {
     GPR_ASSERT(server->stream->Read(&server_status));
     const auto& stats = server_status.stats();
-    result->server_resources.push_back(ResourceUsage{
-        stats.time_elapsed(), stats.time_user(), stats.time_system()});
+    result->server_resources.emplace_back(
+        stats.time_elapsed(), stats.time_user(), stats.time_system());
   }
-  for (auto client = clients.begin(); client != clients.end(); client++) {
+  for (auto client = &clients[0]; client != &clients[num_clients]; client++) {
     GPR_ASSERT(client->stream->Read(&client_status));
     const auto& stats = client_status.stats();
     result->latencies.MergeProto(stats.latencies());
-    result->client_resources.push_back(ResourceUsage{
-        stats.time_elapsed(), stats.time_user(), stats.time_system()});
+    result->client_resources.emplace_back(
+        stats.time_elapsed(), stats.time_user(), stats.time_system());
   }
 
-  for (auto client = clients.begin(); client != clients.end(); client++) {
+  for (auto client = &clients[0]; client != &clients[num_clients]; client++) {
     GPR_ASSERT(client->stream->WritesDone());
     GPR_ASSERT(client->stream->Finish().ok());
   }
-  for (auto server = servers.begin(); server != servers.end(); server++) {
+  for (auto server = &servers[0]; server != &servers[num_servers]; server++) {
     GPR_ASSERT(server->stream->WritesDone());
     GPR_ASSERT(server->stream->Finish().ok());
   }
+  delete[] clients;
+  delete[] servers;
   return result;
 }
 }  // namespace testing
diff --git a/test/cpp/qps/driver.h b/test/cpp/qps/driver.h
index 5e9d4b3cb92..9a29df8d494 100644
--- a/test/cpp/qps/driver.h
+++ b/test/cpp/qps/driver.h
@@ -41,10 +41,18 @@
 
 namespace grpc {
 namespace testing {
-struct ResourceUsage {
-  double wall_time;
-  double user_time;
-  double system_time;
+class ResourceUsage {
+ public:
+  ResourceUsage(double w, double u, double s)
+      : wall_time_(w), user_time_(u), system_time_(s) {}
+  double wall_time() const { return wall_time_; }
+  double user_time() const { return user_time_; }
+  double system_time() const { return system_time_; }
+
+ private:
+  double wall_time_;
+  double user_time_;
+  double system_time_;
 };
 
 struct ScenarioResult {
diff --git a/test/cpp/qps/interarrival.h b/test/cpp/qps/interarrival.h
index f90a17a8945..04d14f689fc 100644
--- a/test/cpp/qps/interarrival.h
+++ b/test/cpp/qps/interarrival.h
@@ -36,7 +36,8 @@
 
 #include <chrono>
 #include <cmath>
-#include <random>
+#include <cstdlib>
+#include <vector>
 
 #include <grpc++/config.h>
 
@@ -141,17 +142,16 @@ class ParetoDist GRPC_FINAL : public RandomDist {
 // in an efficient re-entrant way. The random table is built at construction
 // time, and each call must include the thread id of the invoker
 
-typedef std::default_random_engine qps_random_engine;
-
 class InterarrivalTimer {
  public:
   InterarrivalTimer() {}
   void init(const RandomDist& r, int threads, int entries = 1000000) {
-    qps_random_engine gen;
-    std::uniform_real_distribution<double> uniform(0.0, 1.0);
     for (int i = 0; i < entries; i++) {
-      random_table_.push_back(std::chrono::nanoseconds(
-          static_cast<int64_t>(1e9 * r(uniform(gen)))));
+      // rand is the only choice that is portable across POSIX and Windows
+      // and that supports new and old compilers
+      const double uniform_0_1 = rand() / RAND_MAX;
+      random_table_.push_back(
+          std::chrono::nanoseconds(static_cast<int64_t>(1e9 * r(uniform_0_1))));
     }
     // Now set up the thread positions
     for (int i = 0; i < threads; i++) {
diff --git a/test/cpp/qps/qps_driver.cc b/test/cpp/qps/qps_driver.cc
index d5348463650..b1463be8f62 100644
--- a/test/cpp/qps/qps_driver.cc
+++ b/test/cpp/qps/qps_driver.cc
@@ -33,6 +33,7 @@
 
 #include <memory>
 #include <set>
+#include <signal.h>
 
 #include <gflags/gflags.h>
 #include <grpc/support/log.h>
diff --git a/test/cpp/qps/report.cc b/test/cpp/qps/report.cc
index ff01ec15014..e03e8e1fb08 100644
--- a/test/cpp/qps/report.cc
+++ b/test/cpp/qps/report.cc
@@ -34,11 +34,16 @@
 #include "test/cpp/qps/report.h"
 
 #include <grpc/support/log.h>
+#include "test/cpp/qps/driver.h"
 #include "test/cpp/qps/stats.h"
 
 namespace grpc {
 namespace testing {
 
+static double WallTime(ResourceUsage u) { return u.wall_time(); }
+static double UserTime(ResourceUsage u) { return u.user_time(); }
+static double SystemTime(ResourceUsage u) { return u.system_time(); }
+
 void CompositeReporter::add(std::unique_ptr<Reporter> reporter) {
   reporters_.emplace_back(std::move(reporter));
 }
@@ -68,16 +73,14 @@ void CompositeReporter::ReportTimes(const ScenarioResult& result) {
 }
 
 void GprLogReporter::ReportQPS(const ScenarioResult& result) {
-  gpr_log(GPR_INFO, "QPS: %.1f",
-          result.latencies.Count() /
-              average(result.client_resources,
-                      [](ResourceUsage u) { return u.wall_time; }));
+  gpr_log(
+      GPR_INFO, "QPS: %.1f",
+      result.latencies.Count() / average(result.client_resources, WallTime));
 }
 
 void GprLogReporter::ReportQPSPerCore(const ScenarioResult& result) {
-  auto qps = result.latencies.Count() /
-             average(result.client_resources,
-                     [](ResourceUsage u) { return u.wall_time; });
+  auto qps =
+      result.latencies.Count() / average(result.client_resources, WallTime);
 
   gpr_log(GPR_INFO, "QPS: %.1f (%.1f/server core)", qps,
           qps / result.server_config.threads());
@@ -95,40 +98,30 @@ void GprLogReporter::ReportLatency(const ScenarioResult& result) {
 
 void GprLogReporter::ReportTimes(const ScenarioResult& result) {
   gpr_log(GPR_INFO, "Server system time: %.2f%%",
-          100.0 * sum(result.server_resources,
-                      [](ResourceUsage u) { return u.system_time; }) /
-              sum(result.server_resources,
-                  [](ResourceUsage u) { return u.wall_time; }));
+          100.0 * sum(result.server_resources, SystemTime) /
+              sum(result.server_resources, WallTime));
   gpr_log(GPR_INFO, "Server user time:   %.2f%%",
-          100.0 * sum(result.server_resources,
-                      [](ResourceUsage u) { return u.user_time; }) /
-              sum(result.server_resources,
-                  [](ResourceUsage u) { return u.wall_time; }));
+          100.0 * sum(result.server_resources, UserTime) /
+              sum(result.server_resources, WallTime));
   gpr_log(GPR_INFO, "Client system time: %.2f%%",
-          100.0 * sum(result.client_resources,
-                      [](ResourceUsage u) { return u.system_time; }) /
-              sum(result.client_resources,
-                  [](ResourceUsage u) { return u.wall_time; }));
+          100.0 * sum(result.client_resources, SystemTime) /
+              sum(result.client_resources, WallTime));
   gpr_log(GPR_INFO, "Client user time:   %.2f%%",
-          100.0 * sum(result.client_resources,
-                      [](ResourceUsage u) { return u.user_time; }) /
-              sum(result.client_resources,
-                  [](ResourceUsage u) { return u.wall_time; }));
+          100.0 * sum(result.client_resources, UserTime) /
+              sum(result.client_resources, WallTime));
 }
 
 void PerfDbReporter::ReportQPS(const ScenarioResult& result) {
-  auto qps = result.latencies.Count() /
-             average(result.client_resources,
-                     [](ResourceUsage u) { return u.wall_time; });
+  auto qps =
+      result.latencies.Count() / average(result.client_resources, WallTime);
 
   perf_db_client_.setQps(qps);
   perf_db_client_.setConfigs(result.client_config, result.server_config);
 }
 
 void PerfDbReporter::ReportQPSPerCore(const ScenarioResult& result) {
-  auto qps = result.latencies.Count() /
-             average(result.client_resources,
-                     [](ResourceUsage u) { return u.wall_time; });
+  auto qps =
+      result.latencies.Count() / average(result.client_resources, WallTime);
 
   auto qpsPerCore = qps / result.server_config.threads();
 
@@ -139,33 +132,29 @@ void PerfDbReporter::ReportQPSPerCore(const ScenarioResult& result) {
 
 void PerfDbReporter::ReportLatency(const ScenarioResult& result) {
   perf_db_client_.setLatencies(result.latencies.Percentile(50) / 1000,
-                             result.latencies.Percentile(90) / 1000,
-                             result.latencies.Percentile(95) / 1000,
-                             result.latencies.Percentile(99) / 1000,
-                             result.latencies.Percentile(99.9) / 1000);
+                               result.latencies.Percentile(90) / 1000,
+                               result.latencies.Percentile(95) / 1000,
+                               result.latencies.Percentile(99) / 1000,
+                               result.latencies.Percentile(99.9) / 1000);
   perf_db_client_.setConfigs(result.client_config, result.server_config);
 }
 
 void PerfDbReporter::ReportTimes(const ScenarioResult& result) {
-  double server_system_time =
-      100.0 * sum(result.server_resources,
-                  [](ResourceUsage u) { return u.system_time; }) /
-      sum(result.server_resources, [](ResourceUsage u) { return u.wall_time; });
-  double server_user_time =
-      100.0 * sum(result.server_resources,
-                  [](ResourceUsage u) { return u.user_time; }) /
-      sum(result.server_resources, [](ResourceUsage u) { return u.wall_time; });
-  double client_system_time =
-      100.0 * sum(result.client_resources,
-                  [](ResourceUsage u) { return u.system_time; }) /
-      sum(result.client_resources, [](ResourceUsage u) { return u.wall_time; });
-  double client_user_time =
-      100.0 * sum(result.client_resources,
-                  [](ResourceUsage u) { return u.user_time; }) /
-      sum(result.client_resources, [](ResourceUsage u) { return u.wall_time; });
-
-  perf_db_client_.setTimes(server_system_time, server_user_time, client_system_time,
-                         client_user_time);
+  const double server_system_time = 100.0 *
+                                    sum(result.server_resources, SystemTime) /
+                                    sum(result.server_resources, WallTime);
+  const double server_user_time = 100.0 *
+                                  sum(result.server_resources, UserTime) /
+                                  sum(result.server_resources, WallTime);
+  const double client_system_time = 100.0 *
+                                    sum(result.client_resources, SystemTime) /
+                                    sum(result.client_resources, WallTime);
+  const double client_user_time = 100.0 *
+                                  sum(result.client_resources, UserTime) /
+                                  sum(result.client_resources, WallTime);
+
+  perf_db_client_.setTimes(server_system_time, server_user_time,
+                           client_system_time, client_user_time);
   perf_db_client_.setConfigs(result.client_config, result.server_config);
 }
 
diff --git a/test/cpp/qps/server_async.cc b/test/cpp/qps/server_async.cc
index 33b6fa55c38..b4fc49c31c3 100644
--- a/test/cpp/qps/server_async.cc
+++ b/test/cpp/qps/server_async.cc
@@ -99,25 +99,7 @@ class AsyncQpsServerTest : public Server {
       shutdown_state_.emplace_back(new PerThreadShutdownState());
     }
     for (int i = 0; i < config.threads(); i++) {
-      threads_.push_back(std::thread([=]() {
-        // Wait until work is available or we are shutting down
-        bool ok;
-        void *got_tag;
-        while (srv_cqs_[i]->Next(&got_tag, &ok)) {
-          ServerRpcContext *ctx = detag(got_tag);
-          // The tag is a pointer to an RPC context to invoke
-          bool still_going = ctx->RunNextState(ok);
-          if (!shutdown_state_[i]->shutdown()) {
-            // this RPC context is done, so refresh it
-            if (!still_going) {
-              ctx->Reset();
-            }
-          } else {
-            return;
-          }
-        }
-        return;
-      }));
+      threads_.emplace_back(&AsyncQpsServerTest::ThreadFunc, this, i);
     }
   }
   ~AsyncQpsServerTest() {
@@ -142,6 +124,26 @@ class AsyncQpsServerTest : public Server {
   }
 
  private:
+  void ThreadFunc(int rank) {
+    // Wait until work is available or we are shutting down
+    bool ok;
+    void *got_tag;
+    while (srv_cqs_[rank]->Next(&got_tag, &ok)) {
+      ServerRpcContext *ctx = detag(got_tag);
+      // The tag is a pointer to an RPC context to invoke
+      const bool still_going = ctx->RunNextState(ok);
+      if (!shutdown_state_[rank]->shutdown()) {
+        // this RPC context is done, so refresh it
+        if (!still_going) {
+          ctx->Reset();
+        }
+      } else {
+        return;
+      }
+    }
+    return;
+  }
+
   class ServerRpcContext {
    public:
     ServerRpcContext() {}